Preprocessing.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />

<title>Preprocessing</title>

<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>


<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
div.traceback-wrapper pre.traceback {
  max-height: 600px;
  overflow: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  display: flex;
  flex-direction: row;
  justify-content: space-between;
  padding: 5px;
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
[dir="rtl"] #ipython_notebook {
  margin-right: 10px;
  margin-left: 0;
}
[dir="rtl"] #ipython_notebook.pull-left {
  float: right !important;
  float: right;
}
.flex-spacer {
  flex: 1;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#kernel_logo_widget {
  margin: 0 10px;
}
span#login_widget {
  float: right;
}
[dir="rtl"] span#login_widget {
  float: left;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
.modal-header {
  cursor: move;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
[dir="rtl"] .center-nav form.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] .center-nav .navbar-text {
  float: right;
}
[dir="rtl"] .navbar-inner {
  text-align: right;
}
[dir="rtl"] div.text-left {
  text-align: right;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  overflow: hidden;
  cursor: pointer;
  opacity: 0;
  z-index: 2;
}
.alternate_upload .btn-xs > input.fileinput {
  margin: -1px -5px;
}
.alternate_upload .btn-upload {
  position: relative;
  height: 22px;
}
::-webkit-file-upload-button {
  cursor: pointer;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
[dir="rtl"] ul#tabs.nav-tabs > li {
  float: right;
}
[dir="rtl"] ul#tabs.nav.nav-tabs {
  padding-right: 0;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .list_toolbar .col-sm-4,
[dir="rtl"] .list_toolbar .col-sm-8 {
  float: right;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: text-bottom;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
[dir="rtl"] .list_item > div input {
  margin-right: 0;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_modified {
  margin-right: 7px;
  margin-left: 7px;
}
[dir="rtl"] .item_modified.pull-right {
  float: left !important;
  float: left;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
[dir="rtl"] .item_buttons.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .item_buttons .kernel-name {
  margin-left: 7px;
  float: right;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
.sort_button {
  display: inline-block;
  padding-left: 7px;
}
[dir="rtl"] .sort_button.pull-right {
  float: left !important;
  float: left;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
[dir="rtl"] #button-select-all.btn {
  float: right ;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
  margin-top: 2px;
  height: 16px;
}
[dir="rtl"] #select-all.pull-left {
  float: right !important;
  float: right;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.fa-pull-left {
  margin-right: .3em;
}
.folder_icon:before.fa-pull-right {
  margin-left: .3em;
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.fa-pull-left {
  margin-right: .3em;
}
.file_icon:before.fa-pull-right {
  margin-left: .3em;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
#new-menu .dropdown-header {
  font-size: 10px;
  border-bottom: 1px solid #e5e5e5;
  padding: 0 0 3px;
  margin: -3px 20px 0;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.move-button {
  display: none;
}
.download-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
.CodeMirror-dialog {
  background-color: #fff;
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI escape sequences */
/* The color values are a mix of
   http://www.xcolors.net/dl/baskerville-ivorylight and
   http://www.xcolors.net/dl/euphrasia */
.ansi-black-fg {
  color: #3E424D;
}
.ansi-black-bg {
  background-color: #3E424D;
}
.ansi-black-intense-fg {
  color: #282C36;
}
.ansi-black-intense-bg {
  background-color: #282C36;
}
.ansi-red-fg {
  color: #E75C58;
}
.ansi-red-bg {
  background-color: #E75C58;
}
.ansi-red-intense-fg {
  color: #B22B31;
}
.ansi-red-intense-bg {
  background-color: #B22B31;
}
.ansi-green-fg {
  color: #00A250;
}
.ansi-green-bg {
  background-color: #00A250;
}
.ansi-green-intense-fg {
  color: #007427;
}
.ansi-green-intense-bg {
  background-color: #007427;
}
.ansi-yellow-fg {
  color: #DDB62B;
}
.ansi-yellow-bg {
  background-color: #DDB62B;
}
.ansi-yellow-intense-fg {
  color: #B27D12;
}
.ansi-yellow-intense-bg {
  background-color: #B27D12;
}
.ansi-blue-fg {
  color: #208FFB;
}
.ansi-blue-bg {
  background-color: #208FFB;
}
.ansi-blue-intense-fg {
  color: #0065CA;
}
.ansi-blue-intense-bg {
  background-color: #0065CA;
}
.ansi-magenta-fg {
  color: #D160C4;
}
.ansi-magenta-bg {
  background-color: #D160C4;
}
.ansi-magenta-intense-fg {
  color: #A03196;
}
.ansi-magenta-intense-bg {
  background-color: #A03196;
}
.ansi-cyan-fg {
  color: #60C6C8;
}
.ansi-cyan-bg {
  background-color: #60C6C8;
}
.ansi-cyan-intense-fg {
  color: #258F8F;
}
.ansi-cyan-intense-bg {
  background-color: #258F8F;
}
.ansi-white-fg {
  color: #C5C1B4;
}
.ansi-white-bg {
  background-color: #C5C1B4;
}
.ansi-white-intense-fg {
  color: #A1A6B2;
}
.ansi-white-intense-bg {
  background-color: #A1A6B2;
}
.ansi-default-inverse-fg {
  color: #FFFFFF;
}
.ansi-default-inverse-bg {
  background-color: #000000;
}
.ansi-bold {
  font-weight: bold;
}
.ansi-underline {
  text-decoration: underline;
}
/* The following styles are deprecated an will be removed in a future version */
.ansibold {
  font-weight: bold;
}
.ansi-inverse {
  outline: 0.5px dotted;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  position: relative;
  overflow: visible;
}
div.cell:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: transparent;
}
div.cell.jupyter-soft-selected {
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected,
div.cell.selected.jupyter-soft-selected {
  border-color: #ababab;
}
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #42A5F5;
}
@media print {
  div.cell.selected,
  div.cell.selected.jupyter-soft-selected {
    border-color: transparent;
  }
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
}
.edit_mode div.cell.selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #66BB6A;
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  /* Note that this should set vertical padding only, since CodeMirror assumes
       that horizontal padding will be set on CodeMirror pre */
  padding: 0.4em 0;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
    use .CodeMirror-lines for vertical */
  padding: 0 0.4em;
  border: 0;
  border-radius: 0;
}
.CodeMirror-cursor {
  border-left: 1.4px solid black;
}
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .CodeMirror-cursor {
    border-left: 2px solid black;
  }
}
@media screen and (min-width: 4320px) {
  .CodeMirror-cursor {
    border-left: 4px solid black;
  }
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
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  to {
    opacity: 0;
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}
@-webkit-keyframes fadeOut {
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  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
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  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
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    opacity: 0;
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  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

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<link rel="stylesheet" href="custom.css">

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<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[39]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#import library</span>
<span class="kn">import</span> <span class="nn">nltk</span>
<span class="kn">from</span> <span class="nn">nltk</span> <span class="kn">import</span> <span class="n">word_tokenize</span><span class="p">,</span> <span class="n">sent_tokenize</span>
<span class="kn">from</span> <span class="nn">nltk.corpus</span> <span class="kn">import</span> <span class="n">stopwords</span>
<span class="kn">from</span> <span class="nn">nltk.stem</span> <span class="kn">import</span> <span class="n">PorterStemmer</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#set stopwords language</span>
<span class="n">stop_words</span> <span class="o">=</span> <span class="n">stopwords</span><span class="o">.</span><span class="n">words</span><span class="p">(</span><span class="s1">&#39;english&#39;</span><span class="p">)</span>
<span class="n">stemmer</span> <span class="o">=</span> <span class="n">PorterStemmer</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#read data from csv</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;save.data_film.csv&#39;</span><span class="p">,</span> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;,&quot;</span><span class="p">)</span>
<span class="n">data</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;description&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">str</span><span class="p">)</span><span class="o">.</span><span class="n">str</span><span class="o">.</span><span class="n">lower</span><span class="p">())</span>
<span class="n">word_processing_cleaned</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">word_processing_stemmed</span> <span class="o">=</span> <span class="p">[]</span>
<span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">data</span><span class="p">:</span>
    <span class="n">token</span> <span class="o">=</span> <span class="n">word_tokenize</span><span class="p">(</span><span class="n">d</span><span class="p">)</span>
    <span class="n">cleaned_token</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
    <span class="k">for</span> <span class="n">word</span> <span class="ow">in</span> <span class="n">token</span><span class="p">:</span>
        <span class="k">if</span> <span class="n">word</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">stop_words</span><span class="p">:</span>
            <span class="n">cleaned_token</span> <span class="o">+=</span> <span class="n">word</span> <span class="o">+</span><span class="s2">&quot; &quot;</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Cleaned Token Before = &#39;</span><span class="p">,</span><span class="n">d</span><span class="p">)</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Cleaned Token After = &#39;</span><span class="p">,</span><span class="n">cleaned_token</span><span class="p">)</span>
    <span class="n">word_processing_cleaned</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">cleaned_token</span><span class="p">)</span>
    <span class="n">token_stemming</span> <span class="o">=</span> <span class="n">word_tokenize</span><span class="p">(</span><span class="n">cleaned_token</span><span class="p">)</span>
    <span class="n">word_stemmed</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
    <span class="k">for</span> <span class="n">ws</span> <span class="ow">in</span> <span class="n">token_stemming</span><span class="p">:</span>
        <span class="n">word_stemmed</span> <span class="o">+=</span> <span class="n">stemmer</span><span class="o">.</span><span class="n">stem</span><span class="p">(</span><span class="n">ws</span><span class="p">)</span> <span class="o">+</span> <span class="s2">&quot; &quot;</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Cleaned Token After Stem = &#39;</span><span class="p">,</span><span class="n">word_stemmed</span><span class="p">)</span>
    <span class="n">word_processing_stemmed</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">word_stemmed</span><span class="p">)</span>
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<pre>Cleaned Token Before =  
    the epic next chapter in the cinematic monsterverse pits two of the greatest icons in motion picture history against one another - the fearsome godzilla and the mighty kong - with humanity caught in the balance.
Cleaned Token After =  epic next chapter cinematic monsterverse pits two greatest icons motion picture history one another - fearsome godzilla mighty kong - humanity caught balance . 
Cleaned Token After Stem =  epic next chapter cinemat monstervers pit two greatest icon motion pictur histori one anoth - fearsom godzilla mighti kong - human caught balanc . 
Cleaned Token Before =  
    following the events of &#39;avengers: endgame,&#39; sam wilson/falcon and bucky barnes/winter soldier team up in a global adventure that tests their abilities -- and their patience.
Cleaned Token After =  following events &#39;avengers : endgame , &#39; sam wilson/falcon bucky barnes/winter soldier team global adventure tests abilities -- patience . 
Cleaned Token After Stem =  follow event &#39;aveng : endgam , &#39; sam wilson/falcon bucki barnes/wint soldier team global adventur test abil -- patienc . 
Cleaned Token Before =  
    a film about natasha romanoff in her quests between the films civil war and infinity war.
Cleaned Token After =  film natasha romanoff quests films civil war infinity war . 
Cleaned Token After Stem =  film natasha romanoff quest film civil war infin war . 
Cleaned Token Before =  
    the first generation of superheroes have kept the world safe for nearly a century. now their children must live up to their legacy in an epic drama that spans decades and navigates the dynamics of family, power and loyalty.
Cleaned Token After =  first generation superheroes kept world safe nearly century . children must live legacy epic drama spans decades navigates dynamics family , power loyalty . 
Cleaned Token After Stem =  first gener superhero kept world safe nearli centuri . children must live legaci epic drama span decad navig dynam famili , power loyalti . 
Cleaned Token Before =  
    determined to ensure superman&#39;s ultimate sacrifice was not in vain, bruce wayne aligns forces with diana prince with plans to recruit a team of metahumans to protect the world from an approaching threat of catastrophic proportions.
Cleaned Token After =  determined ensure superman &#39;s ultimate sacrifice vain , bruce wayne aligns forces diana prince plans recruit team metahumans protect world approaching threat catastrophic proportions . 
Cleaned Token After Stem =  determin ensur superman &#39;s ultim sacrific vain , bruce wayn align forc diana princ plan recruit team metahuman protect world approach threat catastroph proport . 
Cleaned Token Before =  
    mma fighter cole young seeks out earth&#39;s greatest champions in order to stand against the enemies of outworld in a high stakes battle for the universe.
Cleaned Token After =  mma fighter cole young seeks earth &#39;s greatest champions order stand enemies outworld high stakes battle universe . 
Cleaned Token After Stem =  mma fighter cole young seek earth &#39;s greatest champion order stand enemi outworld high stake battl univers . 
Cleaned Token Before =  
    an adult animated series based on the skybound/image comic about a teenager whose father is the most powerful superhero on the planet.
Cleaned Token After =  adult animated series based skybound/image comic teenager whose father powerful superhero planet . 
Cleaned Token After Stem =  adult anim seri base skybound/imag comic teenag whose father power superhero planet . 
Cleaned Token Before =  
    supervillains harley quinn, bloodsport, peacemaker and a collection of nutty cons at belle reve prison join the super-secret, super-shady task force x as they are dropped off at the remote, enemy-infused island of corto maltese.
Cleaned Token After =  supervillains harley quinn , bloodsport , peacemaker collection nutty cons belle reve prison join super-secret , super-shady task force x dropped remote , enemy-infused island corto maltese . 
Cleaned Token After Stem =  supervillain harley quinn , bloodsport , peacemak collect nutti con bell reve prison join super-secret , super-shadi task forc x drop remot , enemy-infus island corto maltes . 
Cleaned Token Before =  
    nine noble families fight for control over the lands of westeros, while an ancient enemy returns after being dormant for millennia.
Cleaned Token After =  nine noble families fight control lands westeros , ancient enemy returns dormant millennia . 
Cleaned Token After Stem =  nine nobl famili fight control land westero , ancient enemi return dormant millennia . 
Cleaned Token Before =  
    in a world where supervillains are commonplace, two estranged childhood best friends reunite after one devises a treatment that gives them powers to protect their city.
Cleaned Token After =  world supervillains commonplace , two estranged childhood best friends reunite one devises treatment gives powers protect city . 
Cleaned Token After Stem =  world supervillain commonplac , two estrang childhood best friend reunit one devis treatment give power protect citi . 
Cleaned Token Before =  
add a plot

Cleaned Token After =  add plot 
Cleaned Token After Stem =  add plot 
Cleaned Token Before =  
    after his hometown is destroyed and his mother is killed, young eren jaeger vows to cleanse the earth of the giant humanoid titans that have brought humanity to the brink of extinction.
Cleaned Token After =  hometown destroyed mother killed , young eren jaeger vows cleanse earth giant humanoid titans brought humanity brink extinction . 
Cleaned Token After Stem =  hometown destroy mother kill , young eren jaeger vow cleans earth giant humanoid titan brought human brink extinct . 
Cleaned Token Before =  
    a bystander who intervenes to help a woman being harassed by a group of men becomes the target of a vengeful drug lord.
Cleaned Token After =  bystander intervenes help woman harassed group men becomes target vengeful drug lord . 
Cleaned Token After Stem =  bystand interven help woman harass group men becom target veng drug lord . 
Cleaned Token Before =  
    two unlikely companions embark on a perilous adventure through the badlands of an unexplored planet as they try to escape a dangerous and disorienting reality, where all inner thoughts are seen and heard by everyone.
Cleaned Token After =  two unlikely companions embark perilous adventure badlands unexplored planet try escape dangerous disorienting reality , inner thoughts seen heard everyone . 
Cleaned Token After Stem =  two unlik companion embark peril adventur badland unexplor planet tri escap danger disori realiti , inner thought seen heard everyon . 
Cleaned Token Before =  
    blends the style of classic sitcoms with the mcu, in which wanda maximoff and vision - two super-powered beings living their ideal suburban lives - begin to suspect that everything is not as it seems.
Cleaned Token After =  blends style classic sitcoms mcu , wanda maximoff vision - two super-powered beings living ideal suburban lives - begin suspect everything seems . 
Cleaned Token After Stem =  blend style classic sitcom mcu , wanda maximoff vision - two super-pow be live ideal suburban live - begin suspect everyth seem . 
Cleaned Token Before =  
    a teenage murder witness finds himself pursued by twin assassins in the montana wilderness with a survival expert tasked with protecting him -- and a forest fire threatening to consume them all.
Cleaned Token After =  teenage murder witness finds pursued twin assassins montana wilderness survival expert tasked protecting -- forest fire threatening consume . 
Cleaned Token After Stem =  teenag murder wit find pursu twin assassin montana wilder surviv expert task protect -- forest fire threaten consum . 
Cleaned Token Before =  
    vikings transports us to the brutal and mysterious world of ragnar lothbrok, a viking warrior and farmer who yearns to explore - and raid - the distant shores across the ocean.
Cleaned Token After =  vikings transports us brutal mysterious world ragnar lothbrok , viking warrior farmer yearns explore - raid - distant shores across ocean . 
Cleaned Token After Stem =  vike transport us brutal mysteri world ragnar lothbrok , vike warrior farmer yearn explor - raid - distant shore across ocean . 
Cleaned Token Before =  
    an unusual group of robbers attempt to carry out the most perfect robbery in spanish history - stealing 2.4 billion euros from the royal mint of spain.
Cleaned Token After =  unusual group robbers attempt carry perfect robbery spanish history - stealing 2.4 billion euros royal mint spain . 
Cleaned Token After Stem =  unusu group robber attempt carri perfect robberi spanish histori - steal 2.4 billion euro royal mint spain . 
Cleaned Token Before =  
    the crypto-zoological agency monarch faces off against a battery of god-sized monsters, including the mighty godzilla, who collides with mothra, rodan, and his ultimate nemesis, the three-headed king ghidorah.
Cleaned Token After =  crypto-zoological agency monarch faces battery god-sized monsters , including mighty godzilla , collides mothra , rodan , ultimate nemesis , three-headed king ghidorah . 
Cleaned Token After Stem =  crypto-zoolog agenc monarch face batteri god-siz monster , includ mighti godzilla , collid mothra , rodan , ultim nemesi , three-head king ghidorah . 
Cleaned Token Before =  
    in a realm known as kumandra, a re-imagined earth inhabited by an ancient civilization, a warrior named raya is determined to find the last dragon.
Cleaned Token After =  realm known kumandra , re-imagined earth inhabited ancient civilization , warrior named raya determined find last dragon . 
Cleaned Token After Stem =  realm known kumandra , re-imagin earth inhabit ancient civil , warrior name raya determin find last dragon . 
Cleaned Token Before =  
    after being struck by lightning, barry allen wakes up from his coma to discover he&#39;s been given the power of super speed, becoming the next flash, fighting crime in central city.
Cleaned Token After =  struck lightning , barry allen wakes coma discover &#39;s given power super speed , becoming next flash , fighting crime central city . 
Cleaned Token After Stem =  struck lightn , barri allen wake coma discov &#39;s given power super speed , becom next flash , fight crime central citi . 
Cleaned Token Before =  
    seven years after the world has become a frozen wasteland, the remnants of humanity inhabit a perpetually-moving train that circles the globe, where class warfare, social injustice and the politics of survival play out.
Cleaned Token After =  seven years world become frozen wasteland , remnants humanity inhabit perpetually-moving train circles globe , class warfare , social injustice politics survival play . 
Cleaned Token After Stem =  seven year world becom frozen wasteland , remnant human inhabit perpetually-mov train circl globe , class warfar , social injustic polit surviv play . 
Cleaned Token Before =  
    diana must contend with a work colleague and businessman, whose desire for extreme wealth sends the world down a path of destruction, after an ancient artifact that grants wishes goes missing.
Cleaned Token After =  diana must contend work colleague businessman , whose desire extreme wealth sends world path destruction , ancient artifact grants wishes goes missing . 
Cleaned Token After Stem =  diana must contend work colleagu businessman , whose desir extrem wealth send world path destruct , ancient artifact grant wish goe miss . 
Cleaned Token Before =  
    as harry potter begins his sixth year at hogwarts, he discovers an old book marked as &#34;the property of the half-blood prince&#34; and begins to learn more about lord voldemort&#39;s dark past.
Cleaned Token After =  harry potter begins sixth year hogwarts , discovers old book marked `` property half-blood prince &#39;&#39; begins learn lord voldemort &#39;s dark past . 
Cleaned Token After Stem =  harri potter begin sixth year hogwart , discov old book mark `` properti half-blood princ `` begin learn lord voldemort &#39;s dark past . 
Cleaned Token Before =  
    the cases of the naval criminal investigative service&#39;s washington, d.c. major case response team, led by special agent leroy jethro gibbs.
Cleaned Token After =  cases naval criminal investigative service &#39;s washington , d.c. major case response team , led special agent leroy jethro gibbs . 
Cleaned Token After Stem =  case naval crimin investig servic &#39;s washington , d.c. major case respons team , led special agent leroy jethro gibb . 
Cleaned Token Before =  
    a quarter-life crisis causes a young chinese-american woman, nicky chen, to drop out of college and go on a life-changing journey to an isolated monastery in china. but when she returns to find her hometown overrun with crime and corruption, nicky uses her martial arts skills and shaolin values to protect her community and bring criminals to justice -- all while searching for the assassin who ...                see full summary »

Cleaned Token After =  quarter-life crisis causes young chinese-american woman , nicky chen , drop college go life-changing journey isolated monastery china . returns find hometown overrun crime corruption , nicky uses martial arts skills shaolin values protect community bring criminals justice -- searching assassin ... see full summary » 
Cleaned Token After Stem =  quarter-lif crisi caus young chinese-american woman , nicki chen , drop colleg go life-chang journey isol monasteri china . return find hometown overrun crime corrupt , nicki use martial art skill shaolin valu protect commun bring crimin justic -- search assassin ... see full summari » 
Cleaned Token Before =  
    a group of vigilantes set out to take down corrupt superheroes who abuse their superpowers.
Cleaned Token After =  group vigilantes set take corrupt superheroes abuse superpowers . 
Cleaned Token After Stem =  group vigilant set take corrupt superhero abus superpow . 
Cleaned Token Before =  
    the travels of a lone bounty hunter in the outer reaches of the galaxy, far from the authority of the new republic.
Cleaned Token After =  travels lone bounty hunter outer reaches galaxy , far authority new republic . 
Cleaned Token After Stem =  travel lone bounti hunter outer reach galaxi , far author new republ . 
Cleaned Token Before =  
    after the vietnam war, a team of scientists explores an uncharted island in the pacific, venturing into the domain of the mighty kong, and must fight to escape a primal eden.
Cleaned Token After =  vietnam war , team scientists explores uncharted island pacific , venturing domain mighty kong , must fight escape primal eden . 
Cleaned Token After Stem =  vietnam war , team scientist explor unchart island pacif , ventur domain mighti kong , must fight escap primal eden . 
Cleaned Token Before =  
    the world is beset by the appearance of monstrous creatures, but one of them may be the only one who can save humanity.
Cleaned Token After =  world beset appearance monstrous creatures , one may one save humanity . 
Cleaned Token After Stem =  world beset appear monstrou creatur , one may one save human . 
Cleaned Token Before =  
    dark forces conspire against orphan mapmaker alina starkov when she unleashes an extraordinary power that could change the fate of her war-torn world.
Cleaned Token After =  dark forces conspire orphan mapmaker alina starkov unleashes extraordinary power could change fate war-torn world . 
Cleaned Token After Stem =  dark forc conspir orphan mapmak alina starkov unleash extraordinari power could chang fate war-torn world . 
Cleaned Token Before =  
    fueled by his restored faith in humanity and inspired by superman&#39;s selfless act, bruce wayne enlists the help of his new-found ally, diana prince, to face an even greater enemy.
Cleaned Token After =  fueled restored faith humanity inspired superman &#39;s selfless act , bruce wayne enlists help new-found ally , diana prince , face even greater enemy . 
Cleaned Token After Stem =  fuel restor faith human inspir superman &#39;s selfless act , bruce wayn enlist help new-found alli , diana princ , face even greater enemi . 
Cleaned Token Before =  
    armed with only one word, tenet, and fighting for the survival of the entire world, a protagonist journeys through a twilight world of international espionage on a mission that will unfold in something beyond real time.
Cleaned Token After =  armed one word , tenet , fighting survival entire world , protagonist journeys twilight world international espionage mission unfold something beyond real time . 
Cleaned Token After Stem =  arm one word , tenet , fight surviv entir world , protagonist journey twilight world intern espionag mission unfold someth beyond real time . 
Cleaned Token Before =  
    an epic tale following a gang of victorian women who find themselves with unusual abilities, relentless enemies, and a mission that might change the world.
Cleaned Token After =  epic tale following gang victorian women find unusual abilities , relentless enemies , mission might change world . 
Cleaned Token After Stem =  epic tale follow gang victorian women find unusu abil , relentless enemi , mission might chang world . 
Cleaned Token Before =  
    after the devastating events of avengers: infinity war (2018), the universe is in ruins. with the help of remaining allies, the avengers assemble once more in order to reverse thanos&#39; actions and restore balance to the universe.
Cleaned Token After =  devastating events avengers : infinity war ( 2018 ) , universe ruins . help remaining allies , avengers assemble order reverse thanos &#39; actions restore balance universe . 
Cleaned Token After Stem =  devast event aveng : infin war ( 2018 ) , univers ruin . help remain alli , aveng assembl order revers thano &#39; action restor balanc univers . 
Cleaned Token Before =  
    geralt of rivia, a solitary monster hunter, struggles to find his place in a world where people often prove more wicked than beasts.
Cleaned Token After =  geralt rivia , solitary monster hunter , struggles find place world people often prove wicked beasts . 
Cleaned Token After Stem =  geralt rivia , solitari monster hunter , struggl find place world peopl often prove wick beast . 
Cleaned Token Before =  
    john clark, a navy seal, goes on a path to avenge his wife&#39;s murder only to find himself inside of a larger conspiracy.
Cleaned Token After =  john clark , navy seal , goes path avenge wife &#39;s murder find inside larger conspiracy . 
Cleaned Token After Stem =  john clark , navi seal , goe path aveng wife &#39;s murder find insid larger conspiraci . 
Cleaned Token Before =  
    the adventures of superman&#39;s cousin in her own superhero career.
Cleaned Token After =  adventures superman &#39;s cousin superhero career . 
Cleaned Token After Stem =  adventur superman &#39;s cousin superhero career . 
Cleaned Token Before =  
    follow the world&#39;s most famous super hero and comic books&#39; most famous journalist as they deal with all the stress, pressures, and complexities that come with being working parents in today&#39;s society.
Cleaned Token After =  follow world &#39;s famous super hero comic books &#39; famous journalist deal stress , pressures , complexities come working parents today &#39;s society . 
Cleaned Token After Stem =  follow world &#39;s famou super hero comic book &#39; famou journalist deal stress , pressur , complex come work parent today &#39;s societi . 
Cleaned Token Before =  
    the missions of the strategic homeland intervention, enforcement and logistics division.
Cleaned Token After =  missions strategic homeland intervention , enforcement logistics division . 
Cleaned Token After Stem =  mission strateg homeland intervent , enforc logist divis . 
Cleaned Token Before =  
    decades after their 1984 all valley karate tournament bout, a middle-aged daniel larusso and johnny lawrence find themselves martial-arts rivals again.
Cleaned Token After =  decades 1984 valley karate tournament bout , middle-aged daniel larusso johnny lawrence find martial-arts rivals . 
Cleaned Token After Stem =  decad 1984 valley karat tournament bout , middle-ag daniel larusso johnni lawrenc find martial-art rival . 
Cleaned Token Before =  
    the plot is unknown.
Cleaned Token After =  plot unknown . 
Cleaned Token After Stem =  plot unknown . 
Cleaned Token Before =  
    as alfred the great defends his kingdom from norse invaders, uhtred - born a saxon but raised by vikings - seeks to claim his ancestral birthright.
Cleaned Token After =  alfred great defends kingdom norse invaders , uhtred - born saxon raised vikings - seeks claim ancestral birthright . 
Cleaned Token After Stem =  alfr great defend kingdom nors invad , uhtr - born saxon rais vike - seek claim ancestr birthright . 
Cleaned Token Before =  
    a commentary on spanish society dressed as a thriller about the misadventures of a gang of young petty criminals after the real estate crash.
Cleaned Token After =  commentary spanish society dressed thriller misadventures gang young petty criminals real estate crash . 
Cleaned Token After Stem =  commentari spanish societi dress thriller misadventur gang young petti crimin real estat crash . 
Cleaned Token Before =  
    after a confrontation with an unstable man at an intersection, a woman becomes the target of his rage.
Cleaned Token After =  confrontation unstable man intersection , woman becomes target rage . 
Cleaned Token After Stem =  confront unstabl man intersect , woman becom target rage . 
Cleaned Token Before =  
    the story of firefighters in chicago, both on a personal and professional level
Cleaned Token After =  story firefighters chicago , personal professional level 
Cleaned Token After Stem =  stori firefight chicago , person profession level 
Cleaned Token Before =  
    when the menace known as the joker wreaks havoc and chaos on the people of gotham, batman must accept one of the greatest psychological and physical tests of his ability to fight injustice.
Cleaned Token After =  menace known joker wreaks havoc chaos people gotham , batman must accept one greatest psychological physical tests ability fight injustice . 
Cleaned Token After Stem =  menac known joker wreak havoc chao peopl gotham , batman must accept one greatest psycholog physic test abil fight injustic . 
Cleaned Token Before =  
    thom, a genius engineering graduate is interested in the bank of spain&#39;s safe. the bank building is more than 100 years old, with no building blueprints available and a security system that...                see full summary »

Cleaned Token After =  thom , genius engineering graduate interested bank spain &#39;s safe . bank building 100 years old , building blueprints available security system ... see full summary » 
Cleaned Token After Stem =  thom , geniu engin graduat interest bank spain &#39;s safe . bank build 100 year old , build blueprint avail secur system ... see full summari » 
Cleaned Token Before =  
    a civil war veteran agrees to deliver a girl, taken by the kiowa people years ago, to her aunt and uncle, against her will. they travel hundreds of miles and face grave dangers as they search for a place that either can call home.
Cleaned Token After =  civil war veteran agrees deliver girl , taken kiowa people years ago , aunt uncle , . travel hundreds miles face grave dangers search place either call home . 
Cleaned Token After Stem =  civil war veteran agre deliv girl , taken kiowa peopl year ago , aunt uncl , . travel hundr mile face grave danger search place either call home . 
Cleaned Token Before =  
    t&#39;challa, heir to the hidden but advanced kingdom of wakanda, must step forward to lead his people into a new future and must confront a challenger from his country&#39;s past.
Cleaned Token After =  t&#39;challa , heir hidden advanced kingdom wakanda , must step forward lead people new future must confront challenger country &#39;s past . 
Cleaned Token After Stem =  t&#39;challa , heir hidden advanc kingdom wakanda , must step forward lead peopl new futur must confront challeng countri &#39;s past . 
Cleaned Token Before =  
    following the events of &#39;avengers: endgame,&#39; sam wilson/falcon and bucky barnes/winter soldier team up in a global adventure that tests their abilities -- and their patience.
Cleaned Token After =  following events &#39;avengers : endgame , &#39; sam wilson/falcon bucky barnes/winter soldier team global adventure tests abilities -- patience . 
Cleaned Token After Stem =  follow event &#39;aveng : endgam , &#39; sam wilson/falcon bucki barnes/wint soldier team global adventur test abil -- patienc . 
Cleaned Token Before =  
    a film about natasha romanoff in her quests between the films civil war and infinity war.
Cleaned Token After =  film natasha romanoff quests films civil war infinity war . 
Cleaned Token After Stem =  film natasha romanoff quest film civil war infin war . 
Cleaned Token Before =  
    the first generation of superheroes have kept the world safe for nearly a century. now their children must live up to their legacy in an epic drama that spans decades and navigates the dynamics of family, power and loyalty.
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Cleaned Token After Stem =  first gener superhero kept world safe nearli centuri . children must live legaci epic drama span decad navig dynam famili , power loyalti . 
Cleaned Token Before =  
    determined to ensure superman&#39;s ultimate sacrifice was not in vain, bruce wayne aligns forces with diana prince with plans to recruit a team of metahumans to protect the world from an approaching threat of catastrophic proportions.
Cleaned Token After =  determined ensure superman &#39;s ultimate sacrifice vain , bruce wayne aligns forces diana prince plans recruit team metahumans protect world approaching threat catastrophic proportions . 
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Cleaned Token Before =  
    mma fighter cole young seeks out earth&#39;s greatest champions in order to stand against the enemies of outworld in a high stakes battle for the universe.
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Cleaned Token After Stem =  mma fighter cole young seek earth &#39;s greatest champion order stand enemi outworld high stake battl univers . 
Cleaned Token Before =  
    an adult animated series based on the skybound/image comic about a teenager whose father is the most powerful superhero on the planet.
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Cleaned Token After Stem =  adult anim seri base skybound/imag comic teenag whose father power superhero planet . 
Cleaned Token Before =  
    nba superstar lebron james teams up with bugs bunny and the rest of the looney tunes for this long-awaited sequel.
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Cleaned Token After Stem =  nba superstar lebron jame team bug bunni rest looney tune long-await sequel . 
Cleaned Token Before =  
    supervillains harley quinn, bloodsport, peacemaker and a collection of nutty cons at belle reve prison join the super-secret, super-shady task force x as they are dropped off at the remote, enemy-infused island of corto maltese.
Cleaned Token After =  supervillains harley quinn , bloodsport , peacemaker collection nutty cons belle reve prison join super-secret , super-shady task force x dropped remote , enemy-infused island corto maltese . 
Cleaned Token After Stem =  supervillain harley quinn , bloodsport , peacemak collect nutti con bell reve prison join super-secret , super-shadi task forc x drop remot , enemy-infus island corto maltes . 
Cleaned Token Before =  
    nine noble families fight for control over the lands of westeros, while an ancient enemy returns after being dormant for millennia.
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Cleaned Token After Stem =  nine nobl famili fight control land westero , ancient enemi return dormant millennia . 
Cleaned Token Before =  
    in a world where supervillains are commonplace, two estranged childhood best friends reunite after one devises a treatment that gives them powers to protect their city.
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Cleaned Token Before =  
add a plot

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Cleaned Token After Stem =  add plot 
Cleaned Token Before =  
    after his hometown is destroyed and his mother is killed, young eren jaeger vows to cleanse the earth of the giant humanoid titans that have brought humanity to the brink of extinction.
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Cleaned Token After Stem =  hometown destroy mother kill , young eren jaeger vow cleans earth giant humanoid titan brought human brink extinct . 
Cleaned Token Before =  
    two unlikely companions embark on a perilous adventure through the badlands of an unexplored planet as they try to escape a dangerous and disorienting reality, where all inner thoughts are seen and heard by everyone.
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Cleaned Token After Stem =  two unlik companion embark peril adventur badland unexplor planet tri escap danger disori realiti , inner thought seen heard everyon . 
Cleaned Token Before =  
    moses, an egyptian prince, learns of his true heritage as a hebrew and his divine mission as the deliverer of his people.
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Cleaned Token After Stem =  mose , egyptian princ , learn true heritag hebrew divin mission deliver peopl . 
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    vikings transports us to the brutal and mysterious world of ragnar lothbrok, a viking warrior and farmer who yearns to explore - and raid - the distant shores across the ocean.
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Cleaned Token Before =  
    the crypto-zoological agency monarch faces off against a battery of god-sized monsters, including the mighty godzilla, who collides with mothra, rodan, and his ultimate nemesis, the three-headed king ghidorah.
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Cleaned Token After Stem =  crypto-zoolog agenc monarch face batteri god-siz monster , includ mighti godzilla , collid mothra , rodan , ultim nemesi , three-head king ghidorah . 
Cleaned Token Before =  
    in a realm known as kumandra, a re-imagined earth inhabited by an ancient civilization, a warrior named raya is determined to find the last dragon.
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Cleaned Token After Stem =  realm known kumandra , re-imagin earth inhabit ancient civil , warrior name raya determin find last dragon . 
Cleaned Token Before =  
    after being struck by lightning, barry allen wakes up from his coma to discover he&#39;s been given the power of super speed, becoming the next flash, fighting crime in central city.
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Cleaned Token After Stem =  struck lightn , barri allen wake coma discov &#39;s given power super speed , becom next flash , fight crime central citi . 
Cleaned Token Before =  
    a crew of astronauts on a multi-generational mission descend into paranoia and madness, not knowing what is real or not.
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Cleaned Token After Stem =  crew astronaut multi-gener mission descend paranoia mad , know real . 
Cleaned Token Before =  
    diana must contend with a work colleague and businessman, whose desire for extreme wealth sends the world down a path of destruction, after an ancient artifact that grants wishes goes missing.
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Cleaned Token After Stem =  diana must contend work colleagu businessman , whose desir extrem wealth send world path destruct , ancient artifact grant wish goe miss . 
Cleaned Token Before =  
    as harry potter begins his sixth year at hogwarts, he discovers an old book marked as &#34;the property of the half-blood prince&#34; and begins to learn more about lord voldemort&#39;s dark past.
Cleaned Token After =  harry potter begins sixth year hogwarts , discovers old book marked `` property half-blood prince &#39;&#39; begins learn lord voldemort &#39;s dark past . 
Cleaned Token After Stem =  harri potter begin sixth year hogwart , discov old book mark `` properti half-blood princ `` begin learn lord voldemort &#39;s dark past . 
Cleaned Token Before =  
    a quarter-life crisis causes a young chinese-american woman, nicky chen, to drop out of college and go on a life-changing journey to an isolated monastery in china. but when she returns to find her hometown overrun with crime and corruption, nicky uses her martial arts skills and shaolin values to protect her community and bring criminals to justice -- all while searching for the assassin who ...                see full summary »

Cleaned Token After =  quarter-life crisis causes young chinese-american woman , nicky chen , drop college go life-changing journey isolated monastery china . returns find hometown overrun crime corruption , nicky uses martial arts skills shaolin values protect community bring criminals justice -- searching assassin ... see full summary » 
Cleaned Token After Stem =  quarter-lif crisi caus young chinese-american woman , nicki chen , drop colleg go life-chang journey isol monasteri china . return find hometown overrun crime corrupt , nicki use martial art skill shaolin valu protect commun bring crimin justic -- search assassin ... see full summari » 
Cleaned Token Before =  
    the travels of a lone bounty hunter in the outer reaches of the galaxy, far from the authority of the new republic.
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Cleaned Token After Stem =  travel lone bounti hunter outer reach galaxi , far author new republ . 
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    after the vietnam war, a team of scientists explores an uncharted island in the pacific, venturing into the domain of the mighty kong, and must fight to escape a primal eden.
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Cleaned Token After Stem =  vietnam war , team scientist explor unchart island pacif , ventur domain mighti kong , must fight escap primal eden . 
Cleaned Token Before =  
    the world is beset by the appearance of monstrous creatures, but one of them may be the only one who can save humanity.
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Cleaned Token After Stem =  world beset appear monstrou creatur , one may one save human . 
Cleaned Token Before =  
    fueled by his restored faith in humanity and inspired by superman&#39;s selfless act, bruce wayne enlists the help of his new-found ally, diana prince, to face an even greater enemy.
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Cleaned Token After Stem =  fuel restor faith human inspir superman &#39;s selfless act , bruce wayn enlist help new-found alli , diana princ , face even greater enemi . 
Cleaned Token Before =  
    after the devastating events of avengers: infinity war (2018), the universe is in ruins. with the help of remaining allies, the avengers assemble once more in order to reverse thanos&#39; actions and restore balance to the universe.
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Cleaned Token After Stem =  devast event aveng : infin war ( 2018 ) , univers ruin . help remain alli , aveng assembl order revers thano &#39; action restor balanc univers . 
Cleaned Token Before =  
    geralt of rivia, a solitary monster hunter, struggles to find his place in a world where people often prove more wicked than beasts.
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Cleaned Token After Stem =  geralt rivia , solitari monster hunter , struggl find place world peopl often prove wick beast . 
Cleaned Token Before =  
    john clark, a navy seal, goes on a path to avenge his wife&#39;s murder only to find himself inside of a larger conspiracy.
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Cleaned Token After Stem =  john clark , navi seal , goe path aveng wife &#39;s murder find insid larger conspiraci . 
Cleaned Token Before =  
    the survivors of a plane crash are forced to work together in order to survive on a seemingly deserted tropical island.
Cleaned Token After =  survivors plane crash forced work together order survive seemingly deserted tropical island . 
Cleaned Token After Stem =  survivor plane crash forc work togeth order surviv seemingli desert tropic island . 
Cleaned Token Before =  
    passionate about ocean life, a filmmaker sets out to document the harm that humans do to marine species - and uncovers alarming global corruption.
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Cleaned Token After Stem =  passion ocean life , filmmak set document harm human marin speci - uncov alarm global corrupt . 
Cleaned Token Before =  
    the adventures of superman&#39;s cousin in her own superhero career.
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Cleaned Token Before =  
    after the world is in ruins, due to a man-made plague, a battle of biblical proportions ensues between the survivors.
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Cleaned Token After Stem =  world ruin , due man-mad plagu , battl biblic proport ensu survivor . 
Cleaned Token Before =  
    follow the world&#39;s most famous super hero and comic books&#39; most famous journalist as they deal with all the stress, pressures, and complexities that come with being working parents in today&#39;s society.
Cleaned Token After =  follow world &#39;s famous super hero comic books &#39; famous journalist deal stress , pressures , complexities come working parents today &#39;s society . 
Cleaned Token After Stem =  follow world &#39;s famou super hero comic book &#39; famou journalist deal stress , pressur , complex come work parent today &#39;s societi . 
Cleaned Token Before =  
    the further adventures in time and space of the alien adventurer known as the doctor and their companions from planet earth.
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Cleaned Token After Stem =  adventur time space alien adventur known doctor companion planet earth . 
Cleaned Token Before =  
    the missions of the strategic homeland intervention, enforcement and logistics division.
Cleaned Token After =  missions strategic homeland intervention , enforcement logistics division . 
Cleaned Token After Stem =  mission strateg homeland intervent , enforc logist divis . 
Cleaned Token Before =  
    after landing the gig of a lifetime, a new york jazz pianist suddenly finds himself trapped in a strange land between earth and the afterlife.
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Cleaned Token After Stem =  land gig lifetim , new york jazz pianist suddenli find trap strang land earth afterlif . 
Cleaned Token Before =  
    a commentary on spanish society dressed as a thriller about the misadventures of a gang of young petty criminals after the real estate crash.
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Cleaned Token After Stem =  commentari spanish societi dress thriller misadventur gang young petti crimin real estat crash . 
Cleaned Token Before =  
    an orphaned boy enrolls in a school of wizardry, where he learns the truth about himself, his family and the terrible evil that haunts the magical world.
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Cleaned Token After Stem =  orphan boy enrol school wizardri , learn truth , famili terribl evil haunt magic world . 
Cleaned Token Before =  
    in a desperate attempt to win a basketball match and earn their freedom, the looney tunes seek the aid of retired basketball champion, michael jordan.
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Cleaned Token After Stem =  desper attempt win basketbal match earn freedom , looney tune seek aid retir basketbal champion , michael jordan . 
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    an animated series that follows the exploits of a super scientist and his not-so-bright grandson.
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Cleaned Token After Stem =  anim seri follow exploit super scientist not-so-bright grandson . 
Cleaned Token Before =  
    thom, a genius engineering graduate is interested in the bank of spain&#39;s safe. the bank building is more than 100 years old, with no building blueprints available and a security system that...                see full summary »

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Cleaned Token After Stem =  thom , geniu engin graduat interest bank spain &#39;s safe . bank build 100 year old , build blueprint avail secur system ... see full summari » 
Cleaned Token Before =  
    a civil war veteran agrees to deliver a girl, taken by the kiowa people years ago, to her aunt and uncle, against her will. they travel hundreds of miles and face grave dangers as they search for a place that either can call home.
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Cleaned Token After Stem =  civil war veteran agre deliv girl , taken kiowa peopl year ago , aunt uncl , . travel hundr mile face grave danger search place either call home . 
Cleaned Token Before =  
    t&#39;challa, heir to the hidden but advanced kingdom of wakanda, must step forward to lead his people into a new future and must confront a challenger from his country&#39;s past.
Cleaned Token After =  t&#39;challa , heir hidden advanced kingdom wakanda , must step forward lead people new future must confront challenger country &#39;s past . 
Cleaned Token After Stem =  t&#39;challa , heir hidden advanc kingdom wakanda , must step forward lead peopl new futur must confront challeng countri &#39;s past . 
Cleaned Token Before =  
    ten years before kirk, spock, and the enterprise, the uss discovery discovers new worlds and lifeforms as one starfleet officer learns to understand all things alien.
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Cleaned Token After Stem =  ten year kirk , spock , enterpris , uss discoveri discov new world lifeform one starfleet offic learn understand thing alien . 
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    a continuation of spider-man far from home
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Cleaned Token After Stem =  continu spider-man far home 
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    set almost 100 years after captain kirk&#39;s five-year mission, a new generation of starfleet officers set off in the u.s.s. enterprise-d on their own mission to go where no one has gone before.
Cleaned Token After =  set almost 100 years captain kirk &#39;s five-year mission , new generation starfleet officers set u.s.s . enterprise-d mission go one gone . 
Cleaned Token After Stem =  set almost 100 year captain kirk &#39;s five-year mission , new gener starfleet offic set u.s. . enterprise-d mission go one gone . 
Cleaned Token Before =  
    a team of young superheroes combat evil and other perils.
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Cleaned Token Before =  
    feature adaptation of frank herbert&#39;s science fiction novel, about the son of a noble family entrusted with the protection of the most valuable asset and most vital element in the galaxy.
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Cleaned Token After Stem =  featur adapt frank herbert &#39;s scienc fiction novel , son nobl famili entrust protect valuabl asset vital element galaxi . 
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    a secret government agency recruits some of the most dangerous incarcerated super-villains to form a defensive task force. their first mission: save the world from the apocalypse.
Cleaned Token After =  secret government agency recruits dangerous incarcerated super-villains form defensive task force . first mission : save world apocalypse . 
Cleaned Token After Stem =  secret govern agenc recruit danger incarcer super-villain form defens task forc . first mission : save world apocalyps . 
Cleaned Token Before =  
    an adult animated series based on the skybound/image comic about a teenager whose father is the most powerful superhero on the planet.
Cleaned Token After =  adult animated series based skybound/image comic teenager whose father powerful superhero planet . 
Cleaned Token After Stem =  adult anim seri base skybound/imag comic teenag whose father power superhero planet . 
Cleaned Token Before =  
    nba superstar lebron james teams up with bugs bunny and the rest of the looney tunes for this long-awaited sequel.
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Cleaned Token After Stem =  nba superstar lebron jame team bug bunni rest looney tune long-await sequel . 
Cleaned Token Before =  
    after his hometown is destroyed and his mother is killed, young eren jaeger vows to cleanse the earth of the giant humanoid titans that have brought humanity to the brink of extinction.
Cleaned Token After =  hometown destroyed mother killed , young eren jaeger vows cleanse earth giant humanoid titans brought humanity brink extinction . 
Cleaned Token After Stem =  hometown destroy mother kill , young eren jaeger vow cleans earth giant humanoid titan brought human brink extinct . 
Cleaned Token Before =  
    in a realm known as kumandra, a re-imagined earth inhabited by an ancient civilization, a warrior named raya is determined to find the last dragon.
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Cleaned Token After Stem =  realm known kumandra , re-imagin earth inhabit ancient civil , warrior name raya determin find last dragon . 
Cleaned Token Before =  
    after landing the gig of a lifetime, a new york jazz pianist suddenly finds himself trapped in a strange land between earth and the afterlife.
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Cleaned Token After Stem =  land gig lifetim , new york jazz pianist suddenli find trap strang land earth afterlif . 
Cleaned Token Before =  
    in a desperate attempt to win a basketball match and earn their freedom, the looney tunes seek the aid of retired basketball champion, michael jordan.
Cleaned Token After =  desperate attempt win basketball match earn freedom , looney tunes seek aid retired basketball champion , michael jordan . 
Cleaned Token After Stem =  desper attempt win basketbal match earn freedom , looney tune seek aid retir basketbal champion , michael jordan . 
Cleaned Token Before =  
    an animated series that follows the exploits of a super scientist and his not-so-bright grandson.
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Cleaned Token After Stem =  anim seri follow exploit super scientist not-so-bright grandson . 
Cleaned Token Before =  
    in a wacky rhode island town, a dysfunctional family strive to cope with everyday life as they are thrown from one crazy scenario to another.
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Cleaned Token After Stem =  wacki rhode island town , dysfunct famili strive cope everyday life thrown one crazi scenario anoth . 
Cleaned Token Before =  
    the satiric adventures of a working-class family in the misfit city of springfield.
Cleaned Token After =  satiric adventures working-class family misfit city springfield . 
Cleaned Token After Stem =  satir adventur working-class famili misfit citi springfield . 
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    a family of aliens move to middle america, where they debate whether life is better there or on their home planet.
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Cleaned Token After Stem =  famili alien move middl america , debat whether life better home planet . 
Cleaned Token Before =  
    a chaotic battle ensues between jerry mouse, who has taken refuge in the royal gate hotel, and tom cat, who is hired to drive him away before the day of a big wedding arrives.
Cleaned Token After =  chaotic battle ensues jerry mouse , taken refuge royal gate hotel , tom cat , hired drive away day big wedding arrives . 
Cleaned Token After Stem =  chaotic battl ensu jerri mous , taken refug royal gate hotel , tom cat , hire drive away day big wed arriv . 
Cleaned Token Before =  
    a superhero-loving boy without any powers is determined to enroll in a prestigious hero academy and learn what it really means to be a hero.
Cleaned Token After =  superhero-loving boy without powers determined enroll prestigious hero academy learn really means hero . 
Cleaned Token After Stem =  superhero-lov boy without power determin enrol prestigi hero academi learn realli mean hero . 
Cleaned Token Before =  
    after encounters with a dragon and a princess on her own mission, a dragon knight becomes embroiled in events larger than he could have ever imagined.
Cleaned Token After =  encounters dragon princess mission , dragon knight becomes embroiled events larger could ever imagined . 
Cleaned Token After Stem =  encount dragon princess mission , dragon knight becom embroil event larger could ever imagin . 
Cleaned Token Before =  
    marinette and adrien, two normal teens, transform into superheroes ladybug and cat noir when an evil threatens their city.
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Cleaned Token After Stem =  marinett adrien , two normal teen , transform superhero ladybug cat noir evil threaten citi . 
Cleaned Token Before =  
    two low-level cops who have spent too much time in a car; two criminals who are kept in the dark; two dispatch workers who haven&#39;t really clicked; and two mexican tunnelers who are in a small space considering they&#39;ve only just met.
Cleaned Token After =  two low-level cops spent much time car ; two criminals kept dark ; two dispatch workers n&#39;t really clicked ; two mexican tunnelers small space considering &#39;ve met . 
Cleaned Token After Stem =  two low-level cop spent much time car ; two crimin kept dark ; two dispatch worker n&#39;t realli click ; two mexican tunnel small space consid &#39;ve met . 
Cleaned Token Before =  
    follows the adventures of monkey d. luffy and his pirate crew in order to find the greatest treasure ever left by the legendary pirate, gold roger. the famous mystery treasure named &#34;one piece&#34;.
Cleaned Token After =  follows adventures monkey d. luffy pirate crew order find greatest treasure ever left legendary pirate , gold roger . famous mystery treasure named `` one piece &#39;&#39; . 
Cleaned Token After Stem =  follow adventur monkey d. luffi pirat crew order find greatest treasur ever left legendari pirat , gold roger . famou mysteri treasur name `` one piec `` . 
Cleaned Token Before =  
    a boy swallows a cursed talisman - the finger of a demon - and becomes cursed himself. he enters a shaman&#39;s school to be able to locate the demon&#39;s other body parts and thus exorcise himself.
Cleaned Token After =  boy swallows cursed talisman - finger demon - becomes cursed . enters shaman &#39;s school able locate demon &#39;s body parts thus exorcise . 
Cleaned Token After Stem =  boy swallow curs talisman - finger demon - becom curs . enter shaman &#39;s school abl locat demon &#39;s bodi part thu exorcis . 
Cleaned Token Before =  
    bob belcher runs his dream restaurant with his wife and three children as their last hope of holding the family together.
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Cleaned Token After Stem =  bob belcher run dream restaur wife three children last hope hold famili togeth . 
Cleaned Token Before =  
    e.b., the easter bunny&#39;s teenage son, heads to hollywood, determined to become a drummer in a rock &#39;n&#39; roll band. in la, he&#39;s taken in by fred after the out-of-work slacker hits e.b. with his car.
Cleaned Token After =  e.b. , easter bunny &#39;s teenage son , heads hollywood , determined become drummer rock &#39; n &#39; roll band . la , &#39;s taken fred out-of-work slacker hits e.b . car . 
Cleaned Token After Stem =  e.b . , easter bunni &#39;s teenag son , head hollywood , determin becom drummer rock &#39; n &#39; roll band . la , &#39;s taken fred out-of-work slacker hit e.b . car . 
Cleaned Token Before =  
    jedi knights lead the grand army of the republic against the droid army of the separatists.
Cleaned Token After =  jedi knights lead grand army republic droid army separatists . 
Cleaned Token After Stem =  jedi knight lead grand armi republ droid armi separatist . 
Cleaned Token Before =  
    follows the misadventures of four irreverent grade-schoolers in the quiet, dysfunctional town of south park, colorado.
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Cleaned Token After Stem =  follow misadventur four irrever grade-school quiet , dysfunct town south park , colorado . 
Cleaned Token Before =  
    bojack horseman was the star of the hit television show &#34;horsin&#39; around&#34; in the &#39;80s and &#39;90s, now he&#39;s washed up, living in hollywood, complaining about everything, and wearing colorful sweaters.
Cleaned Token After =  bojack horseman star hit television show `` horsin &#39; around &#39;&#39; &#39;80s &#39;90s , &#39;s washed , living hollywood , complaining everything , wearing colorful sweaters . 
Cleaned Token After Stem =  bojack horseman star hit televis show `` horsin &#39; around `` &#39;80 &#39;90 , &#39;s wash , live hollywood , complain everyth , wear color sweater . 
Cleaned Token Before =  
    a family is attacked by demons and only two members survive - tanjiro and his sister nezuko, who is turning into a demon slowly. tanjiro sets out to become a demon slayer to avenge his family and cure his sister.
Cleaned Token After =  family attacked demons two members survive - tanjiro sister nezuko , turning demon slowly . tanjiro sets become demon slayer avenge family cure sister . 
Cleaned Token After Stem =  famili attack demon two member surviv - tanjiro sister nezuko , turn demon slowli . tanjiro set becom demon slayer aveng famili cure sister . 
Cleaned Token Before =  
    the series focuses on a single harley quinn, who sets off to make it on her own in gotham city.
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Cleaned Token After Stem =  seri focus singl harley quinn , set make gotham citi . 
Cleaned Token Before =  
    batman investigates a murder spree that takes place on holidays.
Cleaned Token After =  batman investigates murder spree takes place holidays . 
Cleaned Token After Stem =  batman investig murder spree take place holiday . 
Cleaned Token Before =  
    a young apprentice hunter and her father journey to ireland to help wipe out the last wolf pack. but everything changes when she befriends a free-spirited girl from a mysterious tribe rumored to transform into wolves by night.
Cleaned Token After =  young apprentice hunter father journey ireland help wipe last wolf pack . everything changes befriends free-spirited girl mysterious tribe rumored transform wolves night . 
Cleaned Token After Stem =  young apprentic hunter father journey ireland help wipe last wolf pack . everyth chang befriend free-spirit girl mysteri tribe rumor transform wolv night . 
Cleaned Token Before =  
    feature adaptation of beatrix potter&#39;s classic tale of a rebellious rabbit trying to sneak into a farmer&#39;s vegetable garden.
Cleaned Token After =  feature adaptation beatrix potter &#39;s classic tale rebellious rabbit trying sneak farmer &#39;s vegetable garden . 
Cleaned Token After Stem =  featur adapt beatrix potter &#39;s classic tale rebelli rabbit tri sneak farmer &#39;s veget garden . 
Cleaned Token Before =  
    in a war-torn world of elemental magic, a young boy reawakens to undertake a dangerous mystic quest to fulfill his destiny as the avatar, and bring peace to the world.
Cleaned Token After =  war-torn world elemental magic , young boy reawakens undertake dangerous mystic quest fulfill destiny avatar , bring peace world . 
Cleaned Token After Stem =  war-torn world element magic , young boy reawaken undertak danger mystic quest fulfil destini avatar , bring peac world . 
Cleaned Token Before =  
    teen miles morales becomes the spider-man of his universe, and must join with five spider-powered individuals from other dimensions to stop a threat for all realities.
Cleaned Token After =  teen miles morales becomes spider-man universe , must join five spider-powered individuals dimensions stop threat realities . 
Cleaned Token After Stem =  teen mile moral becom spider-man univers , must join five spider-pow individu dimens stop threat realiti . 
Cleaned Token Before =  
    after his family was brutally murdered and his sister turned into a demon, tanjiro kamado&#39;s journey as a demon slayer began. tanjiro and his comrades embark on a new mission aboard the mugen train, on track to despair.
Cleaned Token After =  family brutally murdered sister turned demon , tanjiro kamado &#39;s journey demon slayer began . tanjiro comrades embark new mission aboard mugen train , track despair . 
Cleaned Token After Stem =  famili brutal murder sister turn demon , tanjiro kamado &#39;s journey demon slayer began . tanjiro comrad embark new mission aboard mugen train , track despair . 
Cleaned Token Before =  
    when three gifted kids at an isolated idyllic orphanage discover the secret and sinister purpose they were raised for, they look for a way to escape from their evil caretaker and lead the other children in a risky escape plan.
Cleaned Token After =  three gifted kids isolated idyllic orphanage discover secret sinister purpose raised , look way escape evil caretaker lead children risky escape plan . 
Cleaned Token After Stem =  three gift kid isol idyl orphanag discov secret sinist purpos rais , look way escap evil caretak lead children riski escap plan . 
Cleaned Token Before =  
    scooby and the gang face their most challenging mystery ever: a plot to unleash the ghost dog cerberus upon the world. as they race to stop this dogpocalypse, the gang discovers that scooby has an epic destiny greater than anyone imagined.
Cleaned Token After =  scooby gang face challenging mystery ever : plot unleash ghost dog cerberus upon world . race stop dogpocalypse , gang discovers scooby epic destiny greater anyone imagined . 
Cleaned Token After Stem =  scoobi gang face challeng mysteri ever : plot unleash ghost dog cerberu upon world . race stop dogpocalyps , gang discov scoobi epic destini greater anyon imagin . 
Cleaned Token Before =  
    the prehistoric family the croods are challenged by a rival family the bettermans, who claim to be better and more evolved.
Cleaned Token After =  prehistoric family croods challenged rival family bettermans , claim better evolved . 
Cleaned Token After Stem =  prehistor famili crood challeng rival famili betterman , claim better evolv . 
Cleaned Token Before =  
    asta and yuno were abandoned together at the same church and have been inseparable since. as children, they promised that they would compete against each other to see who would become the next emperor magus.
Cleaned Token After =  asta yuno abandoned together church inseparable since . children , promised would compete see would become next emperor magus . 
Cleaned Token After Stem =  asta yuno abandon togeth church insepar sinc . children , promis would compet see would becom next emperor magu . 
Cleaned Token Before =  
    exploring pivotal moments from the marvel cinematic universe and turning them on their head, leading the audience into uncharted territory.
Cleaned Token After =  exploring pivotal moments marvel cinematic universe turning head , leading audience uncharted territory . 
Cleaned Token After Stem =  explor pivot moment marvel cinemat univers turn head , lead audienc unchart territori . 
Cleaned Token Before =  
    an astronaut named gary and his planet-destroying sidekick called mooncake embark on serialized journeys through space in order to unlock the mystery of where the universe actually ends and if it actually does exist.
Cleaned Token After =  astronaut named gary planet-destroying sidekick called mooncake embark serialized journeys space order unlock mystery universe actually ends actually exist . 
Cleaned Token After Stem =  astronaut name gari planet-destroy sidekick call mooncak embark serial journey space order unlock mysteri univers actual end actual exist . 
Cleaned Token Before =  
    covert black ops and espionage take a back seat to zany personalities and relationships between secret agents and drones.
Cleaned Token After =  covert black ops espionage take back seat zany personalities relationships secret agents drones . 
Cleaned Token After Stem =  covert black op espionag take back seat zani person relationship secret agent drone . 
Cleaned Token Before =  
    in a city of humanoid animals, a hustling theater impresario&#39;s attempt to save his theater with a singing competition becomes grander than he anticipates even as its finalists find that their lives will never be the same.
Cleaned Token After =  city humanoid animals , hustling theater impresario &#39;s attempt save theater singing competition becomes grander anticipates even finalists find lives never . 
Cleaned Token After Stem =  citi humanoid anim , hustl theater impresario &#39;s attempt save theater sing competit becom grander anticip even finalist find live never . 
Cleaned Token Before =  
    gon freecss aspires to become a hunter, an exceptional being capable of greatness. with his friends and his potential, he seeks for his father who left him when he was younger.
Cleaned Token After =  gon freecss aspires become hunter , exceptional capable greatness . friends potential , seeks father left younger . 
Cleaned Token After Stem =  gon freecss aspir becom hunter , except capabl great . friend potenti , seek father left younger . 
Cleaned Token Before =  
    an intelligent high school student goes on a secret crusade to eliminate criminals from the world after discovering a notebook capable of killing anyone whose name is written into it.
Cleaned Token After =  intelligent high school student goes secret crusade eliminate criminals world discovering notebook capable killing anyone whose name written . 
Cleaned Token After Stem =  intellig high school student goe secret crusad elimin crimin world discov notebook capabl kill anyon whose name written . 
Cleaned Token Before =  
    in ancient polynesia, when a terrible curse incurred by the demigod maui reaches moana&#39;s island, she answers the ocean&#39;s call to seek out the demigod to set things right.
Cleaned Token After =  ancient polynesia , terrible curse incurred demigod maui reaches moana &#39;s island , answers ocean &#39;s call seek demigod set things right . 
Cleaned Token After Stem =  ancient polynesia , terribl curs incur demigod maui reach moana &#39;s island , answer ocean &#39;s call seek demigod set thing right . 
Cleaned Token Before =  
    the &#39;bad batch&#39; of elite and experimental clones make their way through an ever-changing galaxy in the immediate aftermath of the clone wars.
Cleaned Token After =  &#39;bad batch &#39; elite experimental clones make way ever-changing galaxy immediate aftermath clone wars . 
Cleaned Token After Stem =  &#39;bad batch &#39; elit experiment clone make way ever-chang galaxi immedi aftermath clone war . 
Cleaned Token Before =  
    naruto uzumaki, is a loud, hyperactive, adolescent ninja who constantly searches for approval and recognition, as well as to become hokage, who is acknowledged as the leader and strongest of all ninja in the village.
Cleaned Token After =  naruto uzumaki , loud , hyperactive , adolescent ninja constantly searches approval recognition , well become hokage , acknowledged leader strongest ninja village . 
Cleaned Token After Stem =  naruto uzumaki , loud , hyperact , adolesc ninja constantli search approv recognit , well becom hokag , acknowledg leader strongest ninja villag . 
Cleaned Token Before =  
    a mean lord exiles fairytale creatures to the swamp of a grumpy ogre, who must go on a quest and rescue a princess for the lord in order to get his land back.
Cleaned Token After =  mean lord exiles fairytale creatures swamp grumpy ogre , must go quest rescue princess lord order get land back . 
Cleaned Token After Stem =  mean lord exil fairytal creatur swamp grumpi ogr , must go quest rescu princess lord order get land back . 
Cleaned Token Before =  
    shrek and fiona travel to the kingdom of far far away, where fiona&#39;s parents are king and queen, to celebrate their marriage. when they arrive, they find they are not as welcome as they thought they would be.
Cleaned Token After =  shrek fiona travel kingdom far far away , fiona &#39;s parents king queen , celebrate marriage . arrive , find welcome thought would . 
Cleaned Token After Stem =  shrek fiona travel kingdom far far away , fiona &#39;s parent king queen , celebr marriag . arriv , find welcom thought would . 
Cleaned Token Before =  
    the random escapades of stan smith, a conservative c.i.a. agent dealing with family life, and keeping america safe, all in the most absurd way possible.
Cleaned Token After =  random escapades stan smith , conservative c.i.a . agent dealing family life , keeping america safe , absurd way possible . 
Cleaned Token After Stem =  random escapad stan smith , conserv c.i.a . agent deal famili life , keep america safe , absurd way possibl . 
Cleaned Token Before =  
    philip j. fry, a pizza delivery boy, is accidentally frozen in 1999 and thawed out on new year&#39;s eve 2999.
Cleaned Token After =  philip j. fry , pizza delivery boy , accidentally frozen 1999 thawed new year &#39;s eve 2999 . 
Cleaned Token After Stem =  philip j. fri , pizza deliveri boy , accident frozen 1999 thaw new year &#39;s eve 2999 . 
Cleaned Token Before =  
    in a city of anthropomorphic animals, a rookie bunny cop and a cynical con artist fox must work together to uncover a conspiracy.
Cleaned Token After =  city anthropomorphic animals , rookie bunny cop cynical con artist fox must work together uncover conspiracy . 
Cleaned Token After Stem =  citi anthropomorph anim , rooki bunni cop cynic con artist fox must work togeth uncov conspiraci . 
Cleaned Token Before =  
    the story of the joestar family, who are possessed with intense psychic strength, and the adventures each member encounters throughout their lives.
Cleaned Token After =  story joestar family , possessed intense psychic strength , adventures member encounters throughout lives . 
Cleaned Token After Stem =  stori joestar famili , possess intens psychic strength , adventur member encount throughout live . 
Cleaned Token Before =  
    two brothers search for a philosopher&#39;s stone after an attempt to revive their deceased mother goes awry and leaves them in damaged physical forms.
Cleaned Token After =  two brothers search philosopher &#39;s stone attempt revive deceased mother goes awry leaves damaged physical forms . 
Cleaned Token After Stem =  two brother search philosoph &#39;s stone attempt reviv deceas mother goe awri leav damag physic form . 
Cleaned Token Before =  
    follows the political rivalries and romance of queen elizabeth ii&#39;s reign and the events that shaped the second half of the twentieth century.
Cleaned Token After =  follows political rivalries romance queen elizabeth ii &#39;s reign events shaped second half twentieth century . 
Cleaned Token After Stem =  follow polit rivalri romanc queen elizabeth ii &#39;s reign event shape second half twentieth centuri . 
Cleaned Token Before =  
    paris, the late 1960s. madame claude is at the head of a flourishing business dedicated to prostitution that gives her power over both the french political and criminal worlds. but the end of her empire is closer than she thinks.
Cleaned Token After =  paris , late 1960s . madame claude head flourishing business dedicated prostitution gives power french political criminal worlds . end empire closer thinks . 
Cleaned Token After Stem =  pari , late 1960 . madam claud head flourish busi dedic prostitut give power french polit crimin world . end empir closer think . 
Cleaned Token Before =  
    bill o&#39;neal infiltrates the black panther party per fbi agent mitchell and j. edgar hoover. as party chairman fred hampton ascends, falling for a fellow revolutionary en route, a battle wages for o&#39;neal&#39;s soul.
Cleaned Token After =  bill o&#39;neal infiltrates black panther party per fbi agent mitchell j. edgar hoover . party chairman fred hampton ascends , falling fellow revolutionary en route , battle wages o&#39;neal &#39;s soul . 
Cleaned Token After Stem =  bill o&#39;neal infiltr black panther parti per fbi agent mitchel j. edgar hoover . parti chairman fred hampton ascend , fall fellow revolutionari en rout , battl wage o&#39;neal &#39;s soul . 
Cleaned Token Before =  
    1930&#39;s hollywood is reevaluated through the eyes of scathing social critic and alcoholic screenwriter herman j. mankiewicz as he races to finish the screenplay of citizen kane (1941).
Cleaned Token After =  1930 &#39;s hollywood reevaluated eyes scathing social critic alcoholic screenwriter herman j. mankiewicz races finish screenplay citizen kane ( 1941 ) . 
Cleaned Token After Stem =  1930 &#39;s hollywood reevalu eye scath social critic alcohol screenwrit herman j. mankiewicz race finish screenplay citizen kane ( 1941 ) . 
Cleaned Token Before =  
    the story of the film is based on real events of financial market that took place between 1990 and 2000 involving harshad mehta and his financial crimes.
Cleaned Token After =  story film based real events financial market took place 1990 2000 involving harshad mehta financial crimes . 
Cleaned Token After Stem =  stori film base real event financi market took place 1990 2000 involv harshad mehta financi crime . 
Cleaned Token Before =  
    based on the true story of jordan belfort, from his rise to a wealthy stock-broker living the high life to his fall involving crime, corruption and the federal government.
Cleaned Token After =  based true story jordan belfort , rise wealthy stock-broker living high life fall involving crime , corruption federal government . 
Cleaned Token After Stem =  base true stori jordan belfort , rise wealthi stock-brok live high life fall involv crime , corrupt feder govern . 
Cleaned Token Before =  
    an archaeologist embarks on the historically important excavation of sutton hoo in 1938.
Cleaned Token After =  archaeologist embarks historically important excavation sutton hoo 1938 . 
Cleaned Token After Stem =  archaeologist embark histor import excav sutton hoo 1938 . 
Cleaned Token Before =  
    the story of the legendary british rock band queen and lead singer freddie mercury, leading up to their famous performance at live aid (1985).
Cleaned Token After =  story legendary british rock band queen lead singer freddie mercury , leading famous performance live aid ( 1985 ) . 
Cleaned Token After Stem =  stori legendari british rock band queen lead singer freddi mercuri , lead famou perform live aid ( 1985 ) . 
Cleaned Token Before =  
    a chronicled look at the criminal exploits of colombian drug lord pablo escobar, as well as the many other drug kingpins who plagued the country through the years.
Cleaned Token After =  chronicled look criminal exploits colombian drug lord pablo escobar , well many drug kingpins plagued country years . 
Cleaned Token After Stem =  chronicl look crimin exploit colombian drug lord pablo escobar , well mani drug kingpin plagu countri year . 
Cleaned Token Before =  
    a working-class italian-american bouncer becomes the driver of an african-american classical pianist on a tour of venues through the 1960s american south.
Cleaned Token After =  working-class italian-american bouncer becomes driver african-american classical pianist tour venues 1960s american south . 
Cleaned Token After Stem =  working-class italian-american bouncer becom driver african-american classic pianist tour venu 1960 american south . 
Cleaned Token Before =  
    the story of new zealand&#39;s robert &#34;rob&#34; edwin hall, who on may 10, 1996, together with scott fischer, teamed up on a joint expedition to ascend mount everest.
Cleaned Token After =  story new zealand &#39;s robert `` rob &#39;&#39; edwin hall , may 10 , 1996 , together scott fischer , teamed joint expedition ascend mount everest . 
Cleaned Token After Stem =  stori new zealand &#39;s robert `` rob `` edwin hall , may 10 , 1996 , togeth scott fischer , team joint expedit ascend mount everest . 
Cleaned Token Before =  
    the life of spartacus, the gladiator who lead a rebellion against the romans. from his time as an ally of the romans, to his betrayal and becoming a gladiator, to the rebellion he leads and its ultimate outcome.
Cleaned Token After =  life spartacus , gladiator lead rebellion romans . time ally romans , betrayal becoming gladiator , rebellion leads ultimate outcome . 
Cleaned Token After Stem =  life spartacu , gladiat lead rebellion roman . time alli roman , betray becom gladiat , rebellion lead ultim outcom . 
Cleaned Token Before =  
    in german-occupied poland during world war ii, industrialist oskar schindler gradually becomes concerned for his jewish workforce after witnessing their persecution by the nazis.
Cleaned Token After =  german-occupied poland world war ii , industrialist oskar schindler gradually becomes concerned jewish workforce witnessing persecution nazis . 
Cleaned Token After Stem =  german-occupi poland world war ii , industrialist oskar schindler gradual becom concern jewish workforc wit persecut nazi . 
Cleaned Token Before =  
ron stallworth, an african american police officer from colorado springs, co, successfully manages to infiltrate the local ku klux klan branch with the help of a jewish surrogate who eventually becomes its leader. based on actual events.
Cleaned Token After =  ron stallworth , african american police officer colorado springs , co , successfully manages infiltrate local ku klux klan branch help jewish surrogate eventually becomes leader . based actual events . 
Cleaned Token After Stem =  ron stallworth , african american polic offic colorado spring , co , success manag infiltr local ku klux klan branch help jewish surrog eventu becom leader . base actual event . 
Cleaned Token Before =  
    celebrates the birth of show business and tells of a visionary who rose from nothing to create a spectacle that became a worldwide sensation.
Cleaned Token After =  celebrates birth show business tells visionary rose nothing create spectacle became worldwide sensation . 
Cleaned Token After Stem =  celebr birth show busi tell visionari rose noth creat spectacl becam worldwid sensat . 
Cleaned Token Before =  
    the story of henry hill and his life in the mob, covering his relationship with his wife karen hill and his mob partners jimmy conway and tommy devito in the italian-american crime syndicate.
Cleaned Token After =  story henry hill life mob , covering relationship wife karen hill mob partners jimmy conway tommy devito italian-american crime syndicate . 
Cleaned Token After Stem =  stori henri hill life mob , cover relationship wife karen hill mob partner jimmi conway tommi devito italian-american crime syndic . 
Cleaned Token Before =  
    a musical fantasy about the fantastical human story of elton john&#39;s breakthrough years.
Cleaned Token After =  musical fantasy fantastical human story elton john &#39;s breakthrough years . 
Cleaned Token After Stem =  music fantasi fantast human stori elton john &#39;s breakthrough year . 
Cleaned Token Before =  
    the real life of one of america&#39;s foremost founding fathers and first secretary of the treasury, alexander hamilton. captured live on broadway from the richard rodgers theater with the original broadway cast.
Cleaned Token After =  real life one america &#39;s foremost founding fathers first secretary treasury , alexander hamilton . captured live broadway richard rodgers theater original broadway cast . 
Cleaned Token After Stem =  real life one america &#39;s foremost found father first secretari treasuri , alexand hamilton . captur live broadway richard rodger theater origin broadway cast . 
Cleaned Token Before =  
    american car designer carroll shelby and driver ken miles battle corporate interference and the laws of physics to build a revolutionary race car for ford in order to defeat ferrari at the 24 hours of le mans in 1966.
Cleaned Token After =  american car designer carroll shelby driver ken miles battle corporate interference laws physics build revolutionary race car ford order defeat ferrari 24 hours le mans 1966 . 
Cleaned Token After Stem =  american car design carrol shelbi driver ken mile battl corpor interfer law physic build revolutionari race car ford order defeat ferrari 24 hour le man 1966 . 
Cleaned Token Before =  
    the true story of molly bloom, an olympic-class skier who ran the world&#39;s most exclusive high-stakes poker game and became an fbi target.
Cleaned Token After =  true story molly bloom , olympic-class skier ran world &#39;s exclusive high-stakes poker game became fbi target . 
Cleaned Token After Stem =  true stori molli bloom , olympic-class skier ran world &#39;s exclus high-stak poker game becam fbi target . 
Cleaned Token Before =  
    an all-star, large scale epic movie that chronicles the life and ministry of jesus christ.
Cleaned Token After =  all-star , large scale epic movie chronicles life ministry jesus christ . 
Cleaned Token After Stem =  all-star , larg scale epic movi chronicl life ministri jesu christ . 
Cleaned Token Before =  
    a polish jewish musician struggles to survive the destruction of the warsaw ghetto of world war ii.
Cleaned Token After =  polish jewish musician struggles survive destruction warsaw ghetto world war ii . 
Cleaned Token After Stem =  polish jewish musician struggl surviv destruct warsaw ghetto world war ii . 
Cleaned Token Before =  
    wrongfully convicted for murder, henri charriere forms an unlikely relationship with fellow inmate and quirky convicted counterfeiter louis dega, in an attempt to escape from the notorious penal colony on devil&#39;s island.
Cleaned Token After =  wrongfully convicted murder , henri charriere forms unlikely relationship fellow inmate quirky convicted counterfeiter louis dega , attempt escape notorious penal colony devil &#39;s island . 
Cleaned Token After Stem =  wrong convict murder , henri charrier form unlik relationship fellow inmat quirki convict counterfeit loui dega , attempt escap notori penal coloni devil &#39;s island . 
Cleaned Token Before =  
    follows holiday during her career as she is targeted by the federal department of narcotics with an undercover sting operation led by black federal agent jimmy fletcher, with whom she had a tumultuous affair.
Cleaned Token After =  follows holiday career targeted federal department narcotics undercover sting operation led black federal agent jimmy fletcher , tumultuous affair . 
Cleaned Token After Stem =  follow holiday career target feder depart narcot undercov sting oper led black feder agent jimmi fletcher , tumultu affair . 
Cleaned Token Before =  
    an old man recalls his time painting houses for his friend, jimmy hoffa, through the 1950-70s.
Cleaned Token After =  old man recalls time painting houses friend , jimmy hoffa , 1950-70s . 
Cleaned Token After Stem =  old man recal time paint hous friend , jimmi hoffa , 1950-70 . 
Cleaned Token Before =  
    world war ii american army medic desmond t. doss, who served during the battle of okinawa, refuses to kill people, and becomes the first man in american history to receive the medal of honor without firing a shot.
Cleaned Token After =  world war ii american army medic desmond t. doss , served battle okinawa , refuses kill people , becomes first man american history receive medal honor without firing shot . 
Cleaned Token After Stem =  world war ii american armi medic desmond t. doss , serv battl okinawa , refus kill peopl , becom first man american histori receiv medal honor without fire shot . 
Cleaned Token Before =  
    scottish warrior william wallace leads his countrymen in a rebellion to free his homeland from the tyranny of king edward i of england.
Cleaned Token After =  scottish warrior william wallace leads countrymen rebellion free homeland tyranny king edward england . 
Cleaned Token After Stem =  scottish warrior william wallac lead countrymen rebellion free homeland tyranni king edward england . 
Cleaned Token Before =  
    a successful lawman&#39;s plans to retire anonymously in tombstone, arizona are disrupted by the kind of outlaws he was famous for eliminating.
Cleaned Token After =  successful lawman &#39;s plans retire anonymously tombstone , arizona disrupted kind outlaws famous eliminating . 
Cleaned Token After Stem =  success lawman &#39;s plan retir anonym tombston , arizona disrupt kind outlaw famou elimin . 
Cleaned Token Before =  
    a group of women take on fox news head roger ailes and the toxic atmosphere he presided over at the network.
Cleaned Token After =  group women take fox news head roger ailes toxic atmosphere presided network . 
Cleaned Token After Stem =  group women take fox news head roger ail toxic atmospher presid network . 
Cleaned Token Before =  
    a royal woman living in rural russia during the 18th century is forced to choose between her own personal happiness and the future of russia, when she marries an emperor.
Cleaned Token After =  royal woman living rural russia 18th century forced choose personal happiness future russia , marries emperor . 
Cleaned Token After Stem =  royal woman live rural russia 18th centuri forc choos person happi futur russia , marri emperor . 
Cleaned Token Before =  
    after graduating from emory university, top student and athlete christopher mccandless abandons his possessions, gives his entire $24,000 savings account to charity and hitchhikes to alaska to live in the wilderness. along the way, christopher encounters a series of characters that shape his life.
Cleaned Token After =  graduating emory university , top student athlete christopher mccandless abandons possessions , gives entire $ 24,000 savings account charity hitchhikes alaska live wilderness . along way , christopher encounters series characters shape life . 
Cleaned Token After Stem =  graduat emori univers , top student athlet christoph mccandless abandon possess , give entir $ 24,000 save account chariti hitchhik alaska live wilder . along way , christoph encount seri charact shape life . 
Cleaned Token Before =  
    the story of joan stanley, who was exposed as the k.g.b.&#39;s longest-serving british spy.
Cleaned Token After =  story joan stanley , exposed k.g.b . &#39;s longest-serving british spy . 
Cleaned Token After Stem =  stori joan stanley , expos k.g.b . &#39;s longest-serv british spi . 
Cleaned Token Before =  
    a man&#39;s coerced confession to an i.r.a. bombing he did not commit results in the imprisonment of his father as well. an english lawyer fights to free them.
Cleaned Token After =  man &#39;s coerced confession i.r.a . bombing commit results imprisonment father well . english lawyer fights free . 
Cleaned Token After Stem =  man &#39;s coerc confess i.r.a . bomb commit result imprison father well . english lawyer fight free . 
Cleaned Token Before =  
    beginning before the nativity and extending through the crucifixion and resurrection, this mini-series brings to life all of the sweeping drama in the life of jesus, as told by the gospels.
Cleaned Token After =  beginning nativity extending crucifixion resurrection , mini-series brings life sweeping drama life jesus , told gospels . 
Cleaned Token After Stem =  begin nativ extend crucifixion resurrect , mini-seri bring life sweep drama life jesu , told gospel . 
Cleaned Token Before =  
    1840s england, acclaimed but overlooked fossil hunter mary anning and a young woman sent to convalesce by the sea develop an intense relationship, altering both of their lives forever.
Cleaned Token After =  1840s england , acclaimed overlooked fossil hunter mary anning young woman sent convalesce sea develop intense relationship , altering lives forever . 
Cleaned Token After Stem =  1840 england , acclaim overlook fossil hunter mari an young woman sent convalesc sea develop intens relationship , alter live forev . 
Cleaned Token Before =  
    as harvard student mark zuckerberg creates the social networking site that would become known as facebook, he is sued by the twins who claimed he stole their idea, and by the co-founder who was later squeezed out of the business.
Cleaned Token After =  harvard student mark zuckerberg creates social networking site would become known facebook , sued twins claimed stole idea , co-founder later squeezed business . 
Cleaned Token After Stem =  harvard student mark zuckerberg creat social network site would becom known facebook , su twin claim stole idea , co-found later squeez busi . 
Cleaned Token Before =  
    the merciless 1970s rivalry between formula one rivals james hunt and niki lauda.
Cleaned Token After =  merciless 1970s rivalry formula one rivals james hunt niki lauda . 
Cleaned Token After Stem =  merciless 1970 rivalri formula one rival jame hunt niki lauda . 
Cleaned Token Before =  
    acting under the cover of a hollywood producer scouting a location for a science fiction film, a cia agent launches a dangerous operation to rescue six americans in tehran during the u.s. hostage crisis in iran in 1979.
Cleaned Token After =  acting cover hollywood producer scouting location science fiction film , cia agent launches dangerous operation rescue six americans tehran u.s. hostage crisis iran 1979 . 
Cleaned Token After Stem =  act cover hollywood produc scout locat scienc fiction film , cia agent launch danger oper rescu six american tehran u.s. hostag crisi iran 1979 . 
Cleaned Token Before =  
    an anthology series centered around america&#39;s most notorious crimes and criminals.
Cleaned Token After =  anthology series centered around america &#39;s notorious crimes criminals . 
Cleaned Token After Stem =  antholog seri center around america &#39;s notori crime crimin . 
Cleaned Token Before =  
    oakland a&#39;s general manager billy beane&#39;s successful attempt to assemble a baseball team on a lean budget by employing computer-generated analysis to acquire new players.
Cleaned Token After =  oakland &#39;s general manager billy beane &#39;s successful attempt assemble baseball team lean budget employing computer-generated analysis acquire new players . 
Cleaned Token After Stem =  oakland &#39;s gener manag billi bean &#39;s success attempt assembl basebal team lean budget employ computer-gener analysi acquir new player . 
Cleaned Token Before =  
    a woman leaves an austrian convent to become a governess to the children of a naval officer widower.
Cleaned Token After =  woman leaves austrian convent become governess children naval officer widower . 
Cleaned Token After Stem =  woman leav austrian convent becom gover children naval offic widow . 
Cleaned Token Before =  
    in 2006-2007 a group of investors bet against the us mortgage market. in their research they discover how flawed and corrupt the market is.
Cleaned Token After =  2006-2007 group investors bet us mortgage market . research discover flawed corrupt market . 
Cleaned Token After Stem =  2006-2007 group investor bet us mortgag market . research discov flaw corrupt market . 
Cleaned Token Before =  
    the true story of how the boston globe uncovered the massive scandal of child molestation and cover-up within the local catholic archdiocese, shaking the entire catholic church to its core.
Cleaned Token After =  true story boston globe uncovered massive scandal child molestation cover-up within local catholic archdiocese , shaking entire catholic church core . 
Cleaned Token After Stem =  true stori boston globe uncov massiv scandal child molest cover-up within local cathol archdioces , shake entir cathol church core . 
Cleaned Token Before =  
    the rap group nwa emerges from the mean streets of compton in los angeles, california, in the mid-1980s and revolutionizes hip hop culture with their music and tales about life in the hood.
Cleaned Token After =  rap group nwa emerges mean streets compton los angeles , california , mid-1980s revolutionizes hip hop culture music tales life hood . 
Cleaned Token After Stem =  rap group nwa emerg mean street compton lo angel , california , mid-1980 revolution hip hop cultur music tale life hood . 
Cleaned Token Before =  
    the life stories of history&#39;s greatest minds. from their days as young adults to their final years we see their discoveries, loves, relationships, causes, flaws and genius.
Cleaned Token After =  life stories history &#39;s greatest minds . days young adults final years see discoveries , loves , relationships , causes , flaws genius . 
Cleaned Token After Stem =  life stori histori &#39;s greatest mind . day young adult final year see discoveri , love , relationship , caus , flaw geniu . 
Cleaned Token Before =  
    after he becomes a quadriplegic from a paragliding accident, an aristocrat hires a young man from the projects to be his caregiver.
Cleaned Token After =  becomes quadriplegic paragliding accident , aristocrat hires young man projects caregiver . 
Cleaned Token After Stem =  becom quadripleg paraglid accid , aristocrat hire young man project caregiv . 
Cleaned Token Before =  
    set in 1980&#39;s and 90&#39;s bombay, it follows the life of harshad mehta, a stockbroker who took the stock market to dizzying heights and his catastrophic downfall.
Cleaned Token After =  set 1980 &#39;s 90 &#39;s bombay , follows life harshad mehta , stockbroker took stock market dizzying heights catastrophic downfall . 
Cleaned Token After Stem =  set 1980 &#39;s 90 &#39;s bombay , follow life harshad mehta , stockbrok took stock market dizzi height catastroph downfal . 
Cleaned Token Before =  
    barely 21 yet, frank is a skilled forger who has passed as a doctor, lawyer and pilot. fbi agent carl becomes obsessed with tracking down the con man, who only revels in the pursuit.
Cleaned Token After =  barely 21 yet , frank skilled forger passed doctor , lawyer pilot . fbi agent carl becomes obsessed tracking con man , revels pursuit . 
Cleaned Token After Stem =  bare 21 yet , frank skill forger pass doctor , lawyer pilot . fbi agent carl becom obsess track con man , revel pursuit . 
Cleaned Token Before =  
    competitive ice skater tonya harding rises amongst the ranks at the u.s. figure skating championships, but her future in the activity is thrown into doubt when her ex-husband intervenes.
Cleaned Token After =  competitive ice skater tonya harding rises amongst ranks u.s. figure skating championships , future activity thrown doubt ex-husband intervenes . 
Cleaned Token After Stem =  competit ice skater tonya hard rise amongst rank u.s. figur skate championship , futur activ thrown doubt ex-husband interven . 
Cleaned Token Before =  
    hal, wayward prince and heir to the english throne, is crowned king henry v after his tyrannical father dies. now the young king must navigate palace politics, the war his father left behind, and the emotional strings of his past life.
Cleaned Token After =  hal , wayward prince heir english throne , crowned king henry v tyrannical father dies . young king must navigate palace politics , war father left behind , emotional strings past life . 
Cleaned Token After Stem =  hal , wayward princ heir english throne , crown king henri v tyrann father die . young king must navig palac polit , war father left behind , emot string past life . 
Cleaned Token Before =  
    nba superstar lebron james teams up with bugs bunny and the rest of the looney tunes for this long-awaited sequel.
Cleaned Token After =  nba superstar lebron james teams bugs bunny rest looney tunes long-awaited sequel . 
Cleaned Token After Stem =  nba superstar lebron jame team bug bunni rest looney tune long-await sequel . 
Cleaned Token Before =  
    supervillains harley quinn, bloodsport, peacemaker and a collection of nutty cons at belle reve prison join the super-secret, super-shady task force x as they are dropped off at the remote, enemy-infused island of corto maltese.
Cleaned Token After =  supervillains harley quinn , bloodsport , peacemaker collection nutty cons belle reve prison join super-secret , super-shady task force x dropped remote , enemy-infused island corto maltese . 
Cleaned Token After Stem =  supervillain harley quinn , bloodsport , peacemak collect nutti con bell reve prison join super-secret , super-shadi task forc x drop remot , enemy-infus island corto maltes . 
Cleaned Token Before =  
    in a world where supervillains are commonplace, two estranged childhood best friends reunite after one devises a treatment that gives them powers to protect their city.
Cleaned Token After =  world supervillains commonplace , two estranged childhood best friends reunite one devises treatment gives powers protect city . 
Cleaned Token After Stem =  world supervillain commonplac , two estrang childhood best friend reunit one devis treatment give power protect citi . 
Cleaned Token Before =  
    a young woman, on the run after 10 years in a suffocating marriage to a tech billionaire, suddenly realizes that her husband has implanted a revolutionary monitoring device in her brain that allows him to track her every move.
Cleaned Token After =  young woman , run 10 years suffocating marriage tech billionaire , suddenly realizes husband implanted revolutionary monitoring device brain allows track every move . 
Cleaned Token After Stem =  young woman , run 10 year suffoc marriag tech billionair , suddenli realiz husband implant revolutionari monitor devic brain allow track everi move . 
Cleaned Token Before =  
    a scrappy, feisty, fiercely loyal chicago family makes no apologies.
Cleaned Token After =  scrappy , feisty , fiercely loyal chicago family makes apologies . 
Cleaned Token After Stem =  scrappi , feisti , fierc loyal chicago famili make apolog . 
Cleaned Token Before =  
    blends the style of classic sitcoms with the mcu, in which wanda maximoff and vision - two super-powered beings living their ideal suburban lives - begin to suspect that everything is not as it seems.
Cleaned Token After =  blends style classic sitcoms mcu , wanda maximoff vision - two super-powered beings living ideal suburban lives - begin suspect everything seems . 
Cleaned Token After Stem =  blend style classic sitcom mcu , wanda maximoff vision - two super-pow be live ideal suburban live - begin suspect everyth seem . 
Cleaned Token Before =  
    a mockumentary on a group of typical office workers, where the workday consists of ego clashes, inappropriate behavior, and tedium.
Cleaned Token After =  mockumentary group typical office workers , workday consists ego clashes , inappropriate behavior , tedium . 
Cleaned Token After Stem =  mockumentari group typic offic worker , workday consist ego clash , inappropri behavior , tedium . 
Cleaned Token Before =  
    a heartwarming and emotional story about a unique set of triplets, their struggles and their wonderful parents.
Cleaned Token After =  heartwarming emotional story unique set triplets , struggles wonderful parents . 
Cleaned Token After Stem =  heartwarm emot stori uniqu set triplet , struggl wonder parent . 
Cleaned Token Before =  
    when rich video-store magnate johnny rose and his family suddenly find themselves broke, they are forced to leave their pampered lives to regroup in schitt&#39;s creek.
Cleaned Token After =  rich video-store magnate johnny rose family suddenly find broke , forced leave pampered lives regroup schitt &#39;s creek . 
Cleaned Token After Stem =  rich video-stor magnat johnni rose famili suddenli find broke , forc leav pamper live regroup schitt &#39;s creek . 
Cleaned Token Before =  
    in a realm known as kumandra, a re-imagined earth inhabited by an ancient civilization, a warrior named raya is determined to find the last dragon.
Cleaned Token After =  realm known kumandra , re-imagined earth inhabited ancient civilization , warrior named raya determined find last dragon . 
Cleaned Token After Stem =  realm known kumandra , re-imagin earth inhabit ancient civil , warrior name raya determin find last dragon . 
Cleaned Token Before =  
    three different but related families face trials and tribulations in their own uniquely comedic ways.
Cleaned Token After =  three different related families face trials tribulations uniquely comedic ways . 
Cleaned Token After Stem =  three differ relat famili face trial tribul uniqu comed way . 
Cleaned Token Before =  
    a crash-landed alien named harry who takes on the identity of a small-town colorado doctor and slowly begins to wrestle with the moral dilemma of his secret mission on earth.
Cleaned Token After =  crash-landed alien named harry takes identity small-town colorado doctor slowly begins wrestle moral dilemma secret mission earth . 
Cleaned Token After Stem =  crash-land alien name harri take ident small-town colorado doctor slowli begin wrestl moral dilemma secret mission earth . 
Cleaned Token Before =  
    ginny miller, an angsty fifteen-year-old, often feels more mature than her thirty-year-old mother, the irresistible and dynamic georgia miller.
Cleaned Token After =  ginny miller , angsty fifteen-year-old , often feels mature thirty-year-old mother , irresistible dynamic georgia miller . 
Cleaned Token After Stem =  ginni miller , angsti fifteen-year-old , often feel matur thirty-year-old mother , irresist dynam georgia miller . 
Cleaned Token Before =  
    comedy series following the exploits of det. jake peralta and his diverse, lovable colleagues as they police the nypd&#39;s 99th precinct.
Cleaned Token After =  comedy series following exploits det . jake peralta diverse , lovable colleagues police nypd &#39;s 99th precinct . 
Cleaned Token After Stem =  comedi seri follow exploit det . jake peralta divers , lovabl colleagu polic nypd &#39;s 99th precinct . 
Cleaned Token Before =  
    a 14-year-old persian boy desperately tries to fit in, cope with his mother&#39;s dating life, and figure out his cultural identity.
Cleaned Token After =  14-year-old persian boy desperately tries fit , cope mother &#39;s dating life , figure cultural identity . 
Cleaned Token After Stem =  14-year-old persian boy desper tri fit , cope mother &#39;s date life , figur cultur ident . 
Cleaned Token Before =  
    follows the personal and professional lives of six twenty to thirty-something-year-old friends living in manhattan.
Cleaned Token After =  follows personal professional lives six twenty thirty-something-year-old friends living manhattan . 
Cleaned Token After Stem =  follow person profession live six twenti thirty-something-year-old friend live manhattan . 
Cleaned Token Before =  
    a look at the lives of employees at a big box store.
Cleaned Token After =  look lives employees big box store . 
Cleaned Token After Stem =  look live employe big box store . 
Cleaned Token Before =  
    a group of vigilantes set out to take down corrupt superheroes who abuse their superpowers.
Cleaned Token After =  group vigilantes set take corrupt superheroes abuse superpowers . 
Cleaned Token After Stem =  group vigilant set take corrupt superhero abus superpow . 
Cleaned Token Before =  
    a reckless flight attendant with an alcoholism problem wakes up in the wrong hotel, in the wrong bed, with a dead man - and no idea what happened. unable to piece the night together, she begins to wonder if she could be the killer.
Cleaned Token After =  reckless flight attendant alcoholism problem wakes wrong hotel , wrong bed , dead man - idea happened . unable piece night together , begins wonder could killer . 
Cleaned Token After Stem =  reckless flight attend alcohol problem wake wrong hotel , wrong bed , dead man - idea happen . unabl piec night togeth , begin wonder could killer . 
Cleaned Token Before =  
    three grown-up siblings find themselves living at vastly different levels of financial security from one another.
Cleaned Token After =  three grown-up siblings find living vastly different levels financial security one another . 
Cleaned Token After Stem =  three grown-up sibl find live vastli differ level financi secur one anoth . 
Cleaned Token Before =  
    this mix of a scripted buddy comedy road movie and a real hidden camera prank show follows the outrageous misadventures of two buds stuck in a rut who embark on a cross-country road trip to nyc. the storyline sets up shocking real pranks.
Cleaned Token After =  mix scripted buddy comedy road movie real hidden camera prank show follows outrageous misadventures two buds stuck rut embark cross-country road trip nyc . storyline sets shocking real pranks . 
Cleaned Token After Stem =  mix script buddi comedi road movi real hidden camera prank show follow outrag misadventur two bud stuck rut embark cross-countri road trip nyc . storylin set shock real prank . 
Cleaned Token Before =  
    a woman who moves into an apartment across the hall from two brilliant but socially awkward physicists shows them how little they know about life outside of the laboratory.
Cleaned Token After =  woman moves apartment across hall two brilliant socially awkward physicists shows little know life outside laboratory . 
Cleaned Token After Stem =  woman move apart across hall two brilliant social awkward physicist show littl know life outsid laboratori . 
Cleaned Token Before =  
    after failing to make the cut to join the now powerhouse mighty ducks junior hockey team, 12-year-old evan&#39;s mother encourages him to form a new team of underdogs with help from gordon bombay, the ducks&#39; original coach.
Cleaned Token After =  failing make cut join powerhouse mighty ducks junior hockey team , 12-year-old evan &#39;s mother encourages form new team underdogs help gordon bombay , ducks &#39; original coach . 
Cleaned Token After Stem =  fail make cut join powerhous mighti duck junior hockey team , 12-year-old evan &#39;s mother encourag form new team underdog help gordon bombay , duck &#39; origin coach . 
Cleaned Token Before =  
    the african monarch akeem learns he has a long-lost son in the united states and must return to america to meet this unexpected heir and build a relationship with his son.
Cleaned Token After =  african monarch akeem learns long-lost son united states must return america meet unexpected heir build relationship son . 
Cleaned Token After Stem =  african monarch akeem learn long-lost son unit state must return america meet unexpect heir build relationship son . 
Cleaned Token Before =  
    a crooked legal guardian who drains the savings of her elderly wards meets her match when a woman she tries to swindle turns out to be more than she first appears.
Cleaned Token After =  crooked legal guardian drains savings elderly wards meets match woman tries swindle turns first appears . 
Cleaned Token After Stem =  crook legal guardian drain save elderli ward meet match woman tri swindl turn first appear . 
Cleaned Token Before =  
    follows us american football coach ted lasso heading to the uk to manage a struggling london football team in the top flight of english football.
Cleaned Token After =  follows us american football coach ted lasso heading uk manage struggling london football team top flight english football . 
Cleaned Token After Stem =  follow us american footbal coach ted lasso head uk manag struggl london footbal team top flight english footbal . 
Cleaned Token Before =  
    starting over isn&#39;t easy, especially for john nolan who, after a life-altering incident, is pursuing his dream of joining the lapd. as their oldest rookie, he&#39;s met with skepticism from those who see him as just a walking midlife crisis.
Cleaned Token After =  starting n&#39;t easy , especially john nolan , life-altering incident , pursuing dream joining lapd . oldest rookie , &#39;s met skepticism see walking midlife crisis . 
Cleaned Token After Stem =  start n&#39;t easi , especi john nolan , life-alt incid , pursu dream join lapd . oldest rooki , &#39;s met skeptic see walk midlif crisi . 
Cleaned Token Before =  
    forensic anthropologist dr. temperance &#34;bones&#34; brennan and cocky f.b.i. special agent seeley booth build a team to investigate murders. quite often, there isn&#39;t more to examine than rotten flesh or mere bones.
Cleaned Token After =  forensic anthropologist dr. temperance `` bones &#39;&#39; brennan cocky f.b.i . special agent seeley booth build team investigate murders . quite often , n&#39;t examine rotten flesh mere bones . 
Cleaned Token After Stem =  forens anthropologist dr. temper `` bone `` brennan cocki f.b.i . special agent seeley booth build team investig murder . quit often , n&#39;t examin rotten flesh mere bone . 
Cleaned Token Before =  
    a father recounts to his children - through a series of flashbacks - the journey he and his four best friends took leading up to him meeting their mother.
Cleaned Token After =  father recounts children - series flashbacks - journey four best friends took leading meeting mother . 
Cleaned Token After Stem =  father recount children - seri flashback - journey four best friend took lead meet mother . 
Cleaned Token Before =  
    three suburban mothers suddenly find themselves in desperate circumstances and decide to stop playing it safe and risk everything to take their power back.
Cleaned Token After =  three suburban mothers suddenly find desperate circumstances decide stop playing safe risk everything take power back . 
Cleaned Token After Stem =  three suburban mother suddenli find desper circumst decid stop play safe risk everyth take power back . 
Cleaned Token Before =  
    meet a child genius named sheldon cooper; (already seen as an adult in the big bang theory (2007)) and his family. some unique challenges face sheldon who seems socially impaired.
Cleaned Token After =  meet child genius named sheldon cooper ; ( already seen adult big bang theory ( 2007 ) ) family . unique challenges face sheldon seems socially impaired . 
Cleaned Token After Stem =  meet child geniu name sheldon cooper ; ( alreadi seen adult big bang theori ( 2007 ) ) famili . uniqu challeng face sheldon seem social impair . 
Cleaned Token Before =  
    the absurd antics of an indiana town&#39;s public officials as they pursue sundry projects to make their city a better place.
Cleaned Token After =  absurd antics indiana town &#39;s public officials pursue sundry projects make city better place . 
Cleaned Token After Stem =  absurd antic indiana town &#39;s public offici pursu sundri project make citi better place . 
Cleaned Token Before =  
    after landing the gig of a lifetime, a new york jazz pianist suddenly finds himself trapped in a strange land between earth and the afterlife.
Cleaned Token After =  landing gig lifetime , new york jazz pianist suddenly finds trapped strange land earth afterlife . 
Cleaned Token After Stem =  land gig lifetim , new york jazz pianist suddenli find trap strang land earth afterlif . 
Cleaned Token Before =  
    on the run from a drug deal gone bad, brilliant college dropout mike ross, finds himself working with harvey specter, one of new york city&#39;s best lawyers.
Cleaned Token After =  run drug deal gone bad , brilliant college dropout mike ross , finds working harvey specter , one new york city &#39;s best lawyers . 
Cleaned Token After Stem =  run drug deal gone bad , brilliant colleg dropout mike ross , find work harvey specter , one new york citi &#39;s best lawyer . 
Cleaned Token Before =  
    decades after their 1984 all valley karate tournament bout, a middle-aged daniel larusso and johnny lawrence find themselves martial-arts rivals again.
Cleaned Token After =  decades 1984 valley karate tournament bout , middle-aged daniel larusso johnny lawrence find martial-arts rivals . 
Cleaned Token After Stem =  decad 1984 valley karat tournament bout , middle-ag daniel larusso johnni lawrenc find martial-art rival . 
Cleaned Token Before =  
    a suspended lawyer is forced to enroll in a community college with an eccentric staff and student body.
Cleaned Token After =  suspended lawyer forced enroll community college eccentric staff student body . 
Cleaned Token After Stem =  suspend lawyer forc enrol commun colleg eccentr staff student bodi . 
Cleaned Token Before =  
    five friends with big egos and small brains are the proprietors of an irish pub in philadelphia.
Cleaned Token After =  five friends big egos small brains proprietors irish pub philadelphia . 
Cleaned Token After Stem =  five friend big ego small brain proprietor irish pub philadelphia . 
Cleaned Token Before =  
    a glimpse into the outrageous lives and loves of those responsible for a global women&#39;s magazine.
Cleaned Token After =  glimpse outrageous lives loves responsible global women &#39;s magazine . 
Cleaned Token After Stem =  glimps outrag live love respons global women &#39;s magazin . 
Cleaned Token Before =  
    four friends, all high school teachers, test a theory that they will improve their lives by maintaining a constant level of alcohol in their blood.
Cleaned Token After =  four friends , high school teachers , test theory improve lives maintaining constant level alcohol blood . 
Cleaned Token After Stem =  four friend , high school teacher , test theori improv live maintain constant level alcohol blood . 
Cleaned Token Before =  
    in a desperate attempt to win a basketball match and earn their freedom, the looney tunes seek the aid of retired basketball champion, michael jordan.
Cleaned Token After =  desperate attempt win basketball match earn freedom , looney tunes seek aid retired basketball champion , michael jordan . 
Cleaned Token After Stem =  desper attempt win basketbal match earn freedom , looney tune seek aid retir basketbal champion , michael jordan . 
Cleaned Token Before =  
    after a bad break-up, jess, an offbeat young woman, moves into an apartment loft with three single men. although they find her behavior very unusual, the men support her - most of the time.
Cleaned Token After =  bad break-up , jess , offbeat young woman , moves apartment loft three single men . although find behavior unusual , men support - time . 
Cleaned Token After Stem =  bad break-up , jess , offbeat young woman , move apart loft three singl men . although find behavior unusu , men support - time . 
Cleaned Token Before =  
    an animated series that follows the exploits of a super scientist and his not-so-bright grandson.
Cleaned Token After =  animated series follows exploits super scientist not-so-bright grandson . 
Cleaned Token After Stem =  anim seri follow exploit super scientist not-so-bright grandson . 
Cleaned Token Before =  
    a detective investigates the death of a patriarch of an eccentric, combative family.
Cleaned Token After =  detective investigates death patriarch eccentric , combative family . 
Cleaned Token After Stem =  detect investig death patriarch eccentr , comb famili . 
Cleaned Token Before =  
    a live-action prequel feature film following a young cruella de vil.
Cleaned Token After =  live-action prequel feature film following young cruella de vil . 
Cleaned Token After Stem =  live-act prequel featur film follow young cruella de vil . 
Cleaned Token Before =  
    a dramedy centering around the relationship between a thirtysomething single mother and her teen daughter living in stars hollow, connecticut.
Cleaned Token After =  dramedy centering around relationship thirtysomething single mother teen daughter living stars hollow , connecticut . 
Cleaned Token After Stem =  dramedi center around relationship thirtysometh singl mother teen daughter live star hollow , connecticut . 
Cleaned Token Before =  
    stuck in a time loop, two wedding guests develop a budding romance while living the same day over and over again.
Cleaned Token After =  stuck time loop , two wedding guests develop budding romance living day . 
Cleaned Token After Stem =  stuck time loop , two wed guest develop bud romanc live day . 
Cleaned Token Before =  
    after being fired from her job and dumped by her boyfriend, a cosmetics saleswoman becomes the nanny to the three children of a rich english widower. as time passes, the two fall for each other.
Cleaned Token After =  fired job dumped boyfriend , cosmetics saleswoman becomes nanny three children rich english widower . time passes , two fall . 
Cleaned Token After Stem =  fire job dump boyfriend , cosmet saleswoman becom nanni three children rich english widow . time pass , two fall . 
Cleaned Token Before =  
    in a wacky rhode island town, a dysfunctional family strive to cope with everyday life as they are thrown from one crazy scenario to another.
Cleaned Token After =  wacky rhode island town , dysfunctional family strive cope everyday life thrown one crazy scenario another . 
Cleaned Token After Stem =  wacki rhode island town , dysfunct famili strive cope everyday life thrown one crazi scenario anoth . 
Cleaned Token Before =  
    1930&#39;s hollywood is reevaluated through the eyes of scathing social critic and alcoholic screenwriter herman j. mankiewicz as he races to finish the screenplay of citizen kane (1941).
Cleaned Token After =  1930 &#39;s hollywood reevaluated eyes scathing social critic alcoholic screenwriter herman j. mankiewicz races finish screenplay citizen kane ( 1941 ) . 
Cleaned Token After Stem =  1930 &#39;s hollywood reevalu eye scath social critic alcohol screenwrit herman j. mankiewicz race finish screenplay citizen kane ( 1941 ) . 
Cleaned Token Before =  
    the satiric adventures of a working-class family in the misfit city of springfield.
Cleaned Token After =  satiric adventures working-class family misfit city springfield . 
Cleaned Token After Stem =  satir adventur working-class famili misfit citi springfield . 
Cleaned Token Before =  
    the twisting, real-life story of charles sobhraj, a murderer, thief and seductive master of disguise, who was a hidden darkness in the mid-70&#39;s on asia&#39;s hippie trail.
Cleaned Token After =  twisting , real-life story charles sobhraj , murderer , thief seductive master disguise , hidden darkness mid-70 &#39;s asia &#39;s hippie trail . 
Cleaned Token After Stem =  twist , real-lif stori charl sobhraj , murder , thief seduct master disguis , hidden dark mid-70 &#39;s asia &#39;s hippi trail . 
Cleaned Token Before =  
    drama series following the investigations of ac-12, a controversial police anti-corruption unit.
Cleaned Token After =  drama series following investigations ac-12 , controversial police anti-corruption unit . 
Cleaned Token After Stem =  drama seri follow investig ac-12 , controversi polic anti-corrupt unit . 
Cleaned Token Before =  
    set in victorian london, the series follows a gang of troubled street teens who are manipulated into solving crimes for the sinister doctor watson and his mysterious business partner, the elusive sherlock holmes.
Cleaned Token After =  set victorian london , series follows gang troubled street teens manipulated solving crimes sinister doctor watson mysterious business partner , elusive sherlock holmes . 
Cleaned Token After Stem =  set victorian london , seri follow gang troubl street teen manipul solv crime sinist doctor watson mysteri busi partner , elus sherlock holm . 
Cleaned Token Before =  
    hell-bent on exacting revenge and proving he was framed for his sister&#39;s murder, álex sets out to unearth much more than the crime&#39;s real culprit.
Cleaned Token After =  hell-bent exacting revenge proving framed sister &#39;s murder , álex sets unearth much crime &#39;s real culprit . 
Cleaned Token After Stem =  hell-bent exact reveng prove frame sister &#39;s murder , álex set unearth much crime &#39;s real culprit . 
Cleaned Token Before =  
    a bystander who intervenes to help a woman being harassed by a group of men becomes the target of a vengeful drug lord.
Cleaned Token After =  bystander intervenes help woman harassed group men becomes target vengeful drug lord . 
Cleaned Token After Stem =  bystand interven help woman harass group men becom target veng drug lord . 
Cleaned Token Before =  
    a new fbi profiler, elizabeth keen, has her entire life uprooted when a mysterious criminal, raymond reddington, who has eluded capture for decades, turns himself in and insists on speaking only to her.
Cleaned Token After =  new fbi profiler , elizabeth keen , entire life uprooted mysterious criminal , raymond reddington , eluded capture decades , turns insists speaking . 
Cleaned Token After Stem =  new fbi profil , elizabeth keen , entir life uproot mysteri crimin , raymond reddington , elud captur decad , turn insist speak . 
Cleaned Token Before =  
    a young woman, traumatized by a tragic event in her past, seeks out vengeance against those who crossed her path.
Cleaned Token After =  young woman , traumatized tragic event past , seeks vengeance crossed path . 
Cleaned Token After Stem =  young woman , traumat tragic event past , seek vengeanc cross path . 
Cleaned Token Before =  
    after a prank goes disastrously wrong, a group of boys are sent to a detention center where they are brutalized. thirteen years later, an unexpected random encounter with a former guard gives them a chance for revenge.
Cleaned Token After =  prank goes disastrously wrong , group boys sent detention center brutalized . thirteen years later , unexpected random encounter former guard gives chance revenge . 
Cleaned Token After Stem =  prank goe disastr wrong , group boy sent detent center brutal . thirteen year later , unexpect random encount former guard give chanc reveng . 
Cleaned Token Before =  
    this series follows the special victims unit, a specially trained squad of detectives in the n.y.p.d., who investigate sexually related crimes.
Cleaned Token After =  series follows special victims unit , specially trained squad detectives n.y.p.d. , investigate sexually related crimes . 
Cleaned Token After Stem =  seri follow special victim unit , special train squad detect n.y.p.d . , investig sexual relat crime . 
Cleaned Token Before =  
    a high school chemistry teacher diagnosed with inoperable lung cancer turns to manufacturing and selling methamphetamine in order to secure his family&#39;s future.
Cleaned Token After =  high school chemistry teacher diagnosed inoperable lung cancer turns manufacturing selling methamphetamine order secure family &#39;s future . 
Cleaned Token After Stem =  high school chemistri teacher diagnos inoper lung cancer turn manufactur sell methamphetamin order secur famili &#39;s futur . 
Cleaned Token Before =  
    the cases of the f.b.i. behavioral analysis unit (b.a.u.), an elite group of profilers who analyze the nation&#39;s most dangerous serial killers and individual heinous crimes in an effort to anticipate their next moves before they strike again.
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Cleaned Token After Stem =  case f.b.i . behavior analysi unit ( b.a.u . ) , elit group profil analyz nation &#39;s danger serial killer individu heinou crime effort anticip next move strike . 
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    a gangster family epic set in 1900s england, centering on a gang who sew razor blades in the peaks of their caps, and their fierce boss tommy shelby.
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Cleaned Token After Stem =  gangster famili epic set 1900 england , center gang sew razor blade peak cap , fierc boss tommi shelbi . 
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    an unusual group of robbers attempt to carry out the most perfect robbery in spanish history - stealing 2.4 billion euros from the royal mint of spain.
Cleaned Token After =  unusual group robbers attempt carry perfect robbery spanish history - stealing 2.4 billion euros royal mint spain . 
Cleaned Token After Stem =  unusu group robber attempt carri perfect robberi spanish histori - steal 2.4 billion euro royal mint spain . 
Cleaned Token Before =  
    elliot stabler returns to the nypd to battle organized crime after a devastating personal loss.
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Cleaned Token After Stem =  elliot stabler return nypd battl organ crime devast person loss . 
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    this potential series pilot follows a legal advocate with a blue collar background, who helps those in need without a law degree.
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Cleaned Token After Stem =  potenti seri pilot follow legal advoc blue collar background , help need without law degre . 
Cleaned Token Before =  
    comedy series following the exploits of det. jake peralta and his diverse, lovable colleagues as they police the nypd&#39;s 99th precinct.
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Cleaned Token After Stem =  comedi seri follow exploit det . jake peralta divers , lovabl colleagu polic nypd &#39;s 99th precinct . 
Cleaned Token Before =  
    the cases of the naval criminal investigative service&#39;s washington, d.c. major case response team, led by special agent leroy jethro gibbs.
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Cleaned Token After Stem =  case naval crimin investig servic &#39;s washington , d.c. major case respons team , led special agent leroy jethro gibb . 
Cleaned Token Before =  
    a group of vigilantes set out to take down corrupt superheroes who abuse their superpowers.
Cleaned Token After =  group vigilantes set take corrupt superheroes abuse superpowers . 
Cleaned Token After Stem =  group vigilant set take corrupt superhero abus superpow . 
Cleaned Token Before =  
    london detectives investigate crimes from the past, unravelling secrets left buried for years.
Cleaned Token After =  london detectives investigate crimes past , unravelling secrets left buried years . 
Cleaned Token After Stem =  london detect investig crime past , unravel secret left buri year . 
Cleaned Token Before =  
    new jersey mob boss tony soprano deals with personal and professional issues in his home and business life that affect his mental state, leading him to seek professional psychiatric counseling.
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Cleaned Token After Stem =  new jersey mob boss toni soprano deal person profession issu home busi life affect mental state , lead seek profession psychiatr counsel . 
Cleaned Token Before =  
    the trials and tribulations of criminal lawyer jimmy mcgill in the time before he established his strip-mall law office in albuquerque, new mexico.
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Cleaned Token After Stem =  trial tribul crimin lawyer jimmi mcgill time establish strip-mal law offic albuquerqu , new mexico . 
Cleaned Token Before =  
    lucifer morningstar has decided he&#39;s had enough of being the dutiful servant in hell and decides to spend some time on earth to better understand humanity. he settles in los angeles - the city of angels.
Cleaned Token After =  lucifer morningstar decided &#39;s enough dutiful servant hell decides spend time earth better understand humanity . settles los angeles - city angels . 
Cleaned Token After Stem =  lucif morningstar decid &#39;s enough duti servant hell decid spend time earth better understand human . settl lo angel - citi angel . 
Cleaned Token Before =  
    a veteran detective chief inspector and his young sergeant investigate murders around the regional community of midsomer county.
Cleaned Token After =  veteran detective chief inspector young sergeant investigate murders around regional community midsomer county . 
Cleaned Token After Stem =  veteran detect chief inspector young sergeant investig murder around region commun midsom counti . 
Cleaned Token Before =  
    while navigating the troubled waters of romance, school and family, archie and his gang become entangled in dark riverdale mysteries.
Cleaned Token After =  navigating troubled waters romance , school family , archie gang become entangled dark riverdale mysteries . 
Cleaned Token After Stem =  navig troubl water romanc , school famili , archi gang becom entangl dark riverdal mysteri . 
Cleaned Token Before =  
    an organized crime dynasty&#39;s aging patriarch transfers control of his clandestine empire to his reluctant son.
Cleaned Token After =  organized crime dynasty &#39;s aging patriarch transfers control clandestine empire reluctant son . 
Cleaned Token After Stem =  organ crime dynasti &#39;s age patriarch transfer control clandestin empir reluct son . 
Cleaned Token Before =  
    a financial advisor drags his family from chicago to the missouri ozarks, where he must launder money to appease a drug boss.
Cleaned Token After =  financial advisor drags family chicago missouri ozarks , must launder money appease drug boss . 
Cleaned Token After Stem =  financi advisor drag famili chicago missouri ozark , must launder money appeas drug boss . 
Cleaned Token Before =  
    various chronicles of deception, intrigue and murder in and around frozen minnesota. yet all of these tales mysteriously lead back one way or another to fargo, north dakota.
Cleaned Token After =  various chronicles deception , intrigue murder around frozen minnesota . yet tales mysteriously lead back one way another fargo , north dakota . 
Cleaned Token After Stem =  variou chronicl decept , intrigu murder around frozen minnesota . yet tale mysteri lead back one way anoth fargo , north dakota . 
Cleaned Token Before =  
    a crooked legal guardian who drains the savings of her elderly wards meets her match when a woman she tries to swindle turns out to be more than she first appears.
Cleaned Token After =  crooked legal guardian drains savings elderly wards meets match woman tries swindle turns first appears . 
Cleaned Token After Stem =  crook legal guardian drain save elderli ward meet match woman tri swindl turn first appear . 
Cleaned Token Before =  
    anthology series that examines how and why ordinary people commit brutal crimes.
Cleaned Token After =  anthology series examines ordinary people commit brutal crimes . 
Cleaned Token After Stem =  antholog seri examin ordinari peopl commit brutal crime . 
Cleaned Token Before =  
    starting over isn&#39;t easy, especially for john nolan who, after a life-altering incident, is pursuing his dream of joining the lapd. as their oldest rookie, he&#39;s met with skepticism from those who see him as just a walking midlife crisis.
Cleaned Token After =  starting n&#39;t easy , especially john nolan , life-altering incident , pursuing dream joining lapd . oldest rookie , &#39;s met skepticism see walking midlife crisis . 
Cleaned Token After Stem =  start n&#39;t easi , especi john nolan , life-alt incid , pursu dream join lapd . oldest rooki , &#39;s met skeptic see walk midlif crisi . 
Cleaned Token Before =  
    forensic anthropologist dr. temperance &#34;bones&#34; brennan and cocky f.b.i. special agent seeley booth build a team to investigate murders. quite often, there isn&#39;t more to examine than rotten flesh or mere bones.
Cleaned Token After =  forensic anthropologist dr. temperance `` bones &#39;&#39; brennan cocky f.b.i . special agent seeley booth build team investigate murders . quite often , n&#39;t examine rotten flesh mere bones . 
Cleaned Token After Stem =  forens anthropologist dr. temper `` bone `` brennan cocki f.b.i . special agent seeley booth build team investig murder . quit often , n&#39;t examin rotten flesh mere bone . 
Cleaned Token Before =  
    a biker struggles to balance being a father and being involved in an outlaw motorcycle club.
Cleaned Token After =  biker struggles balance father involved outlaw motorcycle club . 
Cleaned Token After Stem =  biker struggl balanc father involv outlaw motorcycl club . 
Cleaned Token Before =  
    paris, the late 1960s. madame claude is at the head of a flourishing business dedicated to prostitution that gives her power over both the french political and criminal worlds. but the end of her empire is closer than she thinks.
Cleaned Token After =  paris , late 1960s . madame claude head flourishing business dedicated prostitution gives power french political criminal worlds . end empire closer thinks . 
Cleaned Token After Stem =  pari , late 1960 . madam claud head flourish busi dedic prostitut give power french polit crimin world . end empir closer think . 
Cleaned Token Before =  
    a judge confronts his convictions when his son is involved in a hit and run that embroils an organized crime family. facing impossible choices, he discovers how far a father will go to save his son&#39;s life.
Cleaned Token After =  judge confronts convictions son involved hit run embroils organized crime family . facing impossible choices , discovers far father go save son &#39;s life . 
Cleaned Token After Stem =  judg confront convict son involv hit run embroil organ crime famili . face imposs choic , discov far father go save son &#39;s life . 
Cleaned Token Before =  
    three suburban mothers suddenly find themselves in desperate circumstances and decide to stop playing it safe and risk everything to take their power back.
Cleaned Token After =  three suburban mothers suddenly find desperate circumstances decide stop playing safe risk everything take power back . 
Cleaned Token After Stem =  three suburban mother suddenli find desper circumst decid stop play safe risk everyth take power back . 
Cleaned Token Before =  
    the baltimore drug scene, as seen through the eyes of drug dealers and law enforcement.
Cleaned Token After =  baltimore drug scene , seen eyes drug dealers law enforcement . 
Cleaned Token After Stem =  baltimor drug scene , seen eye drug dealer law enforc . 
Cleaned Token Before =  
    a bipolar cia operative becomes convinced a prisoner of war has been turned by al-qaeda and is planning to carry out a terrorist attack on american soil.
Cleaned Token After =  bipolar cia operative becomes convinced prisoner war turned al-qaeda planning carry terrorist attack american soil . 
Cleaned Token After Stem =  bipolar cia oper becom convinc prison war turn al-qaeda plan carri terrorist attack american soil . 
Cleaned Token Before =  
    set in a post-jax teller world, &#34;mayans mc&#34; sees ez reyes, a former golden boy now fresh out of prison, as a prospect in the mayan mc charter on the california-mexico border who must carve out his new outlaw identity.
Cleaned Token After =  set post-jax teller world , `` mayans mc &#39;&#39; sees ez reyes , former golden boy fresh prison , prospect mayan mc charter california-mexico border must carve new outlaw identity . 
Cleaned Token After Stem =  set post-jax teller world , `` mayan mc `` see ez rey , former golden boy fresh prison , prospect mayan mc charter california-mexico border must carv new outlaw ident . 
Cleaned Token Before =  
    the plot is unknown.
Cleaned Token After =  plot unknown . 
Cleaned Token After Stem =  plot unknown . 
Cleaned Token Before =  
    two f.b.i. agents, fox mulder the believer and dana scully the skeptic, investigate the strange and unexplained, while hidden forces work to impede their efforts.
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Cleaned Token After Stem =  two f.b.i . agent , fox mulder believ dana sculli skeptic , investig strang unexplain , hidden forc work imped effort . 
Cleaned Token Before =  
    a commentary on spanish society dressed as a thriller about the misadventures of a gang of young petty criminals after the real estate crash.
Cleaned Token After =  commentary spanish society dressed thriller misadventures gang young petty criminals real estate crash . 
Cleaned Token After Stem =  commentari spanish societi dress thriller misadventur gang young petti crimin real estat crash . 
Cleaned Token Before =  
    by day, mild-mannered dexter is a blood-spatter analyst for the miami police. but at night, he is a serial killer who only targets other murderers.
Cleaned Token After =  day , mild-mannered dexter blood-spatter analyst miami police . night , serial killer targets murderers . 
Cleaned Token After Stem =  day , mild-mann dexter blood-spatt analyst miami polic . night , serial killer target murder . 
Cleaned Token Before =  
    sara is a teen girl who is looking forward to her 18th birthday to move away from her controlling father don. but before she could even blow out the candles, don imprisons her in the basement of their home.
Cleaned Token After =  sara teen girl looking forward 18th birthday move away controlling father . could even blow candles , imprisons basement home . 
Cleaned Token After Stem =  sara teen girl look forward 18th birthday move away control father . could even blow candl , imprison basement home . 
Cleaned Token Before =  
    in early 1990s boston, ada decourcy ward forms an unlikely alliance with a corrupt venerated fbi veteran, jackie rohr. together, they take on a case that changes the city&#39;s entire criminal justice system.
Cleaned Token After =  early 1990s boston , ada decourcy ward forms unlikely alliance corrupt venerated fbi veteran , jackie rohr . together , take case changes city &#39;s entire criminal justice system . 
Cleaned Token After Stem =  earli 1990 boston , ada decourci ward form unlik allianc corrupt vener fbi veteran , jacki rohr . togeth , take case chang citi &#39;s entir crimin justic system . 
Cleaned Token Before =  
    aaron falk returns to his drought-stricken hometown to attend a tragic funeral. but his return opens a decades-old wound - the unsolved death of a teenage girl.
Cleaned Token After =  aaron falk returns drought-stricken hometown attend tragic funeral . return opens decades-old wound - unsolved death teenage girl . 
Cleaned Token After Stem =  aaron falk return drought-stricken hometown attend tragic funer . return open decades-old wound - unsolv death teenag girl . 
Cleaned Token Before =  
    love -- and lies -- spiral when a dna researcher helps discover a way to find the perfect partner, and creates a bold new matchmaking service.
Cleaned Token After =  love -- lies -- spiral dna researcher helps discover way find perfect partner , creates bold new matchmaking service . 
Cleaned Token After Stem =  love -- lie -- spiral dna research help discov way find perfect partner , creat bold new matchmak servic . 
Cleaned Token Before =  
    a criminal mastermind unleashes a twisted form of justice in spiral, the terrifying new chapter from the book of saw.
Cleaned Token After =  criminal mastermind unleashes twisted form justice spiral , terrifying new chapter book saw . 
Cleaned Token After Stem =  crimin mastermind unleash twist form justic spiral , terrifi new chapter book saw . 
Cleaned Token Before =  
    cherry drifts from college dropout to army medic in iraq - anchored only by his true love, emily. but after returning from the war with ptsd, his life spirals into drugs and crime as he struggles to find his place in the world.
Cleaned Token After =  cherry drifts college dropout army medic iraq - anchored true love , emily . returning war ptsd , life spirals drugs crime struggles find place world . 
Cleaned Token After Stem =  cherri drift colleg dropout armi medic iraq - anchor true love , emili . return war ptsd , life spiral drug crime struggl find place world . 
Cleaned Token Before =  
    when the menace known as the joker wreaks havoc and chaos on the people of gotham, batman must accept one of the greatest psychological and physical tests of his ability to fight injustice.
Cleaned Token After =  menace known joker wreaks havoc chaos people gotham , batman must accept one greatest psychological physical tests ability fight injustice . 
Cleaned Token After Stem =  menac known joker wreak havoc chao peopl gotham , batman must accept one greatest psycholog physic test abil fight injustic . 
Cleaned Token Before =  
    a detective investigates the death of a patriarch of an eccentric, combative family.
Cleaned Token After =  detective investigates death patriarch eccentric , combative family . 
Cleaned Token After Stem =  detect investig death patriarch eccentr , comb famili . 
Cleaned Token Before =  
    passionate about ocean life, a filmmaker sets out to document the harm that humans do to marine species - and uncovers alarming global corruption.
Cleaned Token After =  passionate ocean life , filmmaker sets document harm humans marine species - uncovers alarming global corruption . 
Cleaned Token After Stem =  passion ocean life , filmmak set document harm human marin speci - uncov alarm global corrupt . 
Cleaned Token Before =  
    explore the painstaking process through which hemingway created some of the most important works of fiction in american letters.
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Cleaned Token After Stem =  explor painstak process hemingway creat import work fiction american letter . 
Cleaned Token Before =  
    when documentary filmmaker cullen hoback sets out to uncover the forces behind qanon, his attention turns to 8chan, the site where &#34;q&#34; posts.
Cleaned Token After =  documentary filmmaker cullen hoback sets uncover forces behind qanon , attention turns 8chan , site `` q &#39;&#39; posts . 
Cleaned Token After Stem =  documentari filmmak cullen hoback set uncov forc behind qanon , attent turn 8chan , site `` q `` post . 
Cleaned Token Before =  
    march 18, 1990, 13 works of art were stolen from the isabella stewart gardner museum in boston. guards admitted two men posing as police officers responding to a disturbance call, and the thieves tied the guards up and looted the museum.
Cleaned Token After =  march 18 , 1990 , 13 works art stolen isabella stewart gardner museum boston . guards admitted two men posing police officers responding disturbance call , thieves tied guards looted museum . 
Cleaned Token After Stem =  march 18 , 1990 , 13 work art stolen isabella stewart gardner museum boston . guard admit two men pose polic offic respond disturb call , thiev tie guard loot museum . 
Cleaned Token Before =  
    the path to the new world, an unsettling and intricate story of genocides. conquest, slavery and the fabrication of &#34;whiteness&#34;.
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Cleaned Token After Stem =  path new world , unsettl intric stori genocid . conquest , slaveri fabric `` white `` . 
Cleaned Token Before =  
    a filmmaker forges an unusual friendship with an octopus living in a south african kelp forest, learning as the animal shares the mysteries of her world.
Cleaned Token After =  filmmaker forges unusual friendship octopus living south african kelp forest , learning animal shares mysteries world . 
Cleaned Token After Stem =  filmmak forg unusu friendship octopu live south african kelp forest , learn anim share mysteri world . 
Cleaned Token Before =  
    the real-life pirates of the caribbean violently plunder, stealing and form a surprisingly egalitarian republic in this documentary series.
Cleaned Token After =  real-life pirates caribbean violently plunder , stealing form surprisingly egalitarian republic documentary series . 
Cleaned Token After Stem =  real-lif pirat caribbean violent plunder , steal form surprisingli egalitarian republ documentari seri . 
Cleaned Token Before =  
    docuseries following the fia formula one world championship across multiple seasons.
Cleaned Token After =  docuseries following fia formula one world championship across multiple seasons . 
Cleaned Token After Stem =  docuseri follow fia formula one world championship across multipl season . 
Cleaned Token Before =  
    an account of the six-week death spiral that brought down the company&#39;s ipo, a behind-the-scenes look at wework&#39;s frat-boy culture.
Cleaned Token After =  account six-week death spiral brought company &#39;s ipo , behind-the-scenes look wework &#39;s frat-boy culture . 
Cleaned Token After Stem =  account six-week death spiral brought compani &#39;s ipo , behind-the-scen look wework &#39;s frat-boy cultur . 
Cleaned Token Before =  
    director alexander nanau follows a crack team of investigators at the romanian newspaper gazeta sporturilor as they try to uncover a vast health-care fraud that enriched moguls and politicians and led to the deaths of innocent citizens.
Cleaned Token After =  director alexander nanau follows crack team investigators romanian newspaper gazeta sporturilor try uncover vast health-care fraud enriched moguls politicians led deaths innocent citizens . 
Cleaned Token After Stem =  director alexand nanau follow crack team investig romanian newspap gazeta sporturilor tri uncov vast health-car fraud enrich mogul politician led death innoc citizen . 
Cleaned Token Before =  
    the never-before-seen story behind the murder of michael jordan&#39;s father, james jordan
Cleaned Token After =  never-before-seen story behind murder michael jordan &#39;s father , james jordan 
Cleaned Token After Stem =  never-before-seen stori behind murder michael jordan &#39;s father , jame jordan 
Cleaned Token Before =  
    reenactments drive this documentary investigating the mastermind behind a scam to sneak the kids of rich and famous families into top us universities.
Cleaned Token After =  reenactments drive documentary investigating mastermind behind scam sneak kids rich famous families top us universities . 
Cleaned Token After Stem =  reenact drive documentari investig mastermind behind scam sneak kid rich famou famili top us univers . 
Cleaned Token Before =  
    in 2004, the world&#39;s attention turned to the quiet swedish village of knutby after a young woman was murdered.
Cleaned Token After =  2004 , world &#39;s attention turned quiet swedish village knutby young woman murdered . 
Cleaned Token After Stem =  2004 , world &#39;s attent turn quiet swedish villag knutbi young woman murder . 
Cleaned Token Before =  
    when washington post journalist jamal khashoggi disappears in istanbul, his fiancée and dissidents around the world piece together the clues to a murder and expose a global cover up.
Cleaned Token After =  washington post journalist jamal khashoggi disappears istanbul , fiancée dissidents around world piece together clues murder expose global cover . 
Cleaned Token After Stem =  washington post journalist jamal khashoggi disappear istanbul , fiancé dissid around world piec togeth clue murder expos global cover . 
Cleaned Token Before =  
    when mit media lab researcher joy buolamwini discovers that facial recognition does not see dark-skinned faces accurately, she embarks on a journey to push for the first-ever u.s. legislation against bias in algorithms that impact us all.
Cleaned Token After =  mit media lab researcher joy buolamwini discovers facial recognition see dark-skinned faces accurately , embarks journey push first-ever u.s. legislation bias algorithms impact us . 
Cleaned Token After Stem =  mit media lab research joy buolamwini discov facial recognit see dark-skin face accur , embark journey push first-ev u.s. legisl bia algorithm impact us . 
Cleaned Token Before =  
    stanley tucci travels across italy to discover the secrets and delights of the country&#39;s regional cuisines.
Cleaned Token After =  stanley tucci travels across italy discover secrets delights country &#39;s regional cuisines . 
Cleaned Token After Stem =  stanley tucci travel across itali discov secret delight countri &#39;s region cuisin . 
Cleaned Token Before =  
    rick and marty lagina, two brothers from michigan with a life-long interest in the mystery of oak island, renew efforts to discover the legendary treasure with sophisticated machinery.
Cleaned Token After =  rick marty lagina , two brothers michigan life-long interest mystery oak island , renew efforts discover legendary treasure sophisticated machinery . 
Cleaned Token After Stem =  rick marti lagina , two brother michigan life-long interest mysteri oak island , renew effort discov legendari treasur sophist machineri . 
Cleaned Token Before =  
    in this funny, heartfelt and moving docuseries, real people unpack the fascinating and quirky stories around their most meaningful pieces of clothing.
Cleaned Token After =  funny , heartfelt moving docuseries , real people unpack fascinating quirky stories around meaningful pieces clothing . 
Cleaned Token After Stem =  funni , heartfelt move docuseri , real peopl unpack fascin quirki stori around meaning piec cloth . 
Cleaned Token Before =  
    british engineer dick strawbridge and his wife angel buy a rundown french chateau. the series shows them over the course of a year, as they restore the building that has stood empty for 40 years.
Cleaned Token After =  british engineer dick strawbridge wife angel buy rundown french chateau . series shows course year , restore building stood empty 40 years . 
Cleaned Token After Stem =  british engin dick strawbridg wife angel buy rundown french chateau . seri show cours year , restor build stood empti 40 year . 
Cleaned Token Before =  
    exclusive access to the grammy award-winning artist to celebrate her career.
Cleaned Token After =  exclusive access grammy award-winning artist celebrate career . 
Cleaned Token After Stem =  exclus access grammi award-win artist celebr career . 
Cleaned Token Before =  
    three men in kilts review popular culture in a humorous send-up of internet review shows.
Cleaned Token After =  three men kilts review popular culture humorous send-up internet review shows . 
Cleaned Token After Stem =  three men kilt review popular cultur humor send-up internet review show . 
Cleaned Token Before =  
    charting the rise of the 1990&#39;s chicago bulls, led by michael jordan, one of the most notable dynasties in sports history.
Cleaned Token After =  charting rise 1990 &#39;s chicago bulls , led michael jordan , one notable dynasties sports history . 
Cleaned Token After Stem =  chart rise 1990 &#39;s chicago bull , led michael jordan , one notabl dynasti sport histori . 
Cleaned Token Before =  
    an intimate look at young hollywood starlets growing up in the 1990s, using hundreds of hours of footage captured by soleil moon frye.
Cleaned Token After =  intimate look young hollywood starlets growing 1990s , using hundreds hours footage captured soleil moon frye . 
Cleaned Token After Stem =  intim look young hollywood starlet grow 1990 , use hundr hour footag captur soleil moon frye . 
Cleaned Token Before =  
    follow the shocking, yet humorous, journey of an aspiring environmentalist, as he daringly seeks to find the real solution to the most pressing environmental issues and true path to sustainability.
Cleaned Token After =  follow shocking , yet humorous , journey aspiring environmentalist , daringly seeks find real solution pressing environmental issues true path sustainability . 
Cleaned Token After Stem =  follow shock , yet humor , journey aspir environmentalist , daringli seek find real solut press environment issu true path sustain . 
Cleaned Token Before =  
    documentary series, explores aspects that led to demi lovato&#39;s nearly fatal overdose in 2018, and her awakenings in the aftermath.
Cleaned Token After =  documentary series , explores aspects led demi lovato &#39;s nearly fatal overdose 2018 , awakenings aftermath . 
Cleaned Token After Stem =  documentari seri , explor aspect led demi lovato &#39;s nearli fatal overdos 2018 , awaken aftermath . 
Cleaned Token Before =  
    wildlife documentary series with david attenborough, beginning with a look at the remote islands which offer sanctuary to some of the planet&#39;s rarest creatures, to the beauty of cities, which are home to humans, and animals..
Cleaned Token After =  wildlife documentary series david attenborough , beginning look remote islands offer sanctuary planet &#39;s rarest creatures , beauty cities , home humans , animals.. 
Cleaned Token After Stem =  wildlif documentari seri david attenborough , begin look remot island offer sanctuari planet &#39;s rarest creatur , beauti citi , home human , animals.. 
Cleaned Token Before =  
    a documentary on the last remaining blockbuster video, located in bend, oregon.
Cleaned Token After =  documentary last remaining blockbuster video , located bend , oregon . 
Cleaned Token After Stem =  documentari last remain blockbust video , locat bend , oregon . 
Cleaned Token Before =  
    a fight on everest? it seemed incredible. but in 2013 news channels around the world reported an ugly brawl at 6400 m (21,000 ft) as european climbers fled a mob of angry sherpas. in 1953, ...                see full summary »

Cleaned Token After =  fight everest ? seemed incredible . 2013 news channels around world reported ugly brawl 6400 ( 21,000 ft ) european climbers fled mob angry sherpas . 1953 , ... see full summary » 
Cleaned Token After Stem =  fight everest ? seem incred . 2013 news channel around world report ugli brawl 6400 ( 21,000 ft ) european climber fled mob angri sherpa . 1953 , ... see full summari » 
Cleaned Token Before =  
    in 1980&#39;s detroit, 17 year-old richard wershe, jr. allegedly ran a sophisticated inner-city drug dealing operation. now, journalists, police, federal agents and hit men are speaking for the first time about the legend of &#34;white boy rick.&#34;
Cleaned Token After =  1980 &#39;s detroit , 17 year-old richard wershe , jr. allegedly ran sophisticated inner-city drug dealing operation . , journalists , police , federal agents hit men speaking first time legend `` white boy rick . &#39;&#39; 
Cleaned Token After Stem =  1980 &#39;s detroit , 17 year-old richard wersh , jr. allegedli ran sophist inner-c drug deal oper . , journalist , polic , feder agent hit men speak first time legend `` white boy rick . `` 
Cleaned Token Before =  
    explores the dangerous human impact of social networking, with tech experts sounding the alarm on their own creations.
Cleaned Token After =  explores dangerous human impact social networking , tech experts sounding alarm creations . 
Cleaned Token After Stem =  explor danger human impact social network , tech expert sound alarm creation . 
Cleaned Token Before =  
    zak bagans, aaron goodwin, billy tolley, and jay wasley investigate the scariest, most notorious, haunted places in the world.
Cleaned Token After =  zak bagans , aaron goodwin , billy tolley , jay wasley investigate scariest , notorious , haunted places world . 
Cleaned Token After Stem =  zak bagan , aaron goodwin , billi tolley , jay wasley investig scariest , notori , haunt place world . 
Cleaned Token Before =  
    a private investigator in chile hires someone to work as a mole at a retirement home where a client of his suspects the caretakers of elder abuse.
Cleaned Token After =  private investigator chile hires someone work mole retirement home client suspects caretakers elder abuse . 
Cleaned Token After Stem =  privat investig chile hire someon work mole retir home client suspect caretak elder abus . 
Cleaned Token Before =  
    this limited docu-series tells the true story of how one of the most notorious serial killers in american history was hunted down and brought to justice.
Cleaned Token After =  limited docu-series tells true story one notorious serial killers american history hunted brought justice . 
Cleaned Token After Stem =  limit docu-seri tell true stori one notori serial killer american histori hunt brought justic . 
Cleaned Token Before =  
    science and mythology - and how they are the same thing.
Cleaned Token After =  science mythology - thing . 
Cleaned Token After Stem =  scienc mytholog - thing . 
Cleaned Token Before =  
    down the road from woodstock, a revolution blossomed at a ramshackle summer camp for teenagers with disabilities, transforming their lives and igniting a landmark movement.
Cleaned Token After =  road woodstock , revolution blossomed ramshackle summer camp teenagers disabilities , transforming lives igniting landmark movement . 
Cleaned Token After Stem =  road woodstock , revolut blossom ramshackl summer camp teenag disabl , transform live ignit landmark movement . 
Cleaned Token Before =  
    a series filmed over two years with unprecedented access to greater manchester police, offering front-line insight into one police force&#39;s battle against organized crime.
Cleaned Token After =  series filmed two years unprecedented access greater manchester police , offering front-line insight one police force &#39;s battle organized crime . 
Cleaned Token After Stem =  seri film two year unpreced access greater manchest polic , offer front-lin insight one polic forc &#39;s battl organ crime . 
Cleaned Token Before =  
    documentary looks at the daily life of a pig and its farm animal companions: two cows and a one-legged chicken.
Cleaned Token After =  documentary looks daily life pig farm animal companions : two cows one-legged chicken . 
Cleaned Token After Stem =  documentari look daili life pig farm anim companion : two cow one-leg chicken . 
Cleaned Token Before =  
    a terrifying origin story of the pandemic, diamond princess chronicles the first and largest outbreak of the novel coronavirus outside china: the diamond princess cruise liner. through ...                see full summary »

Cleaned Token After =  terrifying origin story pandemic , diamond princess chronicles first largest outbreak novel coronavirus outside china : diamond princess cruise liner . ... see full summary » 
Cleaned Token After Stem =  terrifi origin stori pandem , diamond princess chronicl first largest outbreak novel coronaviru outsid china : diamond princess cruis liner . ... see full summari » 
Cleaned Token Before =  
    the chilling story of one of the world&#39;s most notorious serial killers told through the words of gacy himself, those who were forever changed by his unspeakable deeds and those who believe that the full truth remains concealed to this day.
Cleaned Token After =  chilling story one world &#39;s notorious serial killers told words gacy , forever changed unspeakable deeds believe full truth remains concealed day . 
Cleaned Token After Stem =  chill stori one world &#39;s notori serial killer told word gaci , forev chang unspeak deed believ full truth remain conceal day . 
Cleaned Token Before =  
    chronicles some of the most famous leaders of the roman civilization.
Cleaned Token After =  chronicles famous leaders roman civilization . 
Cleaned Token After Stem =  chronicl famou leader roman civil . 
Cleaned Token Before =  
    hysterical is an honest and hilarious backstage pass into the lives of some of stand-up comedy&#39;s most boundary-breaking women, exploring the hard-fought journey to become the voices of their generation and their gender.
Cleaned Token After =  hysterical honest hilarious backstage pass lives stand-up comedy &#39;s boundary-breaking women , exploring hard-fought journey become voices generation gender . 
Cleaned Token After Stem =  hyster honest hilari backstag pass live stand-up comedi &#39;s boundary-break women , explor hard-fought journey becom voic gener gender . 
Cleaned Token Before =  
    nathan fielder uses his business degree and life experiences to help real small businesses turn a profit. but because of his unorthodox approach, nathan&#39;s genuine efforts to do good often draw real people into an experience far beyond what they signed up for.
Cleaned Token After =  nathan fielder uses business degree life experiences help real small businesses turn profit . unorthodox approach , nathan &#39;s genuine efforts good often draw real people experience far beyond signed . 
Cleaned Token After Stem =  nathan fielder use busi degre life experi help real small busi turn profit . unorthodox approach , nathan &#39;s genuin effort good often draw real peopl experi far beyond sign . 
Cleaned Token Before =  
    high-stakes exploits turn deadly - and shake a global church to its core - in the extraordinary true crime story.
Cleaned Token After =  high-stakes exploits turn deadly - shake global church core - extraordinary true crime story . 
Cleaned Token After Stem =  high-stak exploit turn deadli - shake global church core - extraordinari true crime stori . 
Cleaned Token Before =  
    pornstar veteran rocco siffredi shares his experience about porn industry in his porn academy in budapest.
Cleaned Token After =  pornstar veteran rocco siffredi shares experience porn industry porn academy budapest . 
Cleaned Token After Stem =  pornstar veteran rocco siffredi share experi porn industri porn academi budapest . 
Cleaned Token Before =  
    fox rich fights for the release of her husband, rob, who is serving a 60-year sentence in prison.
Cleaned Token After =  fox rich fights release husband , rob , serving 60-year sentence prison . 
Cleaned Token After Stem =  fox rich fight releas husband , rob , serv 60-year sentenc prison . 
Cleaned Token Before =  
    an exploration of our discovery of the laws of nature and coordinates in space and time.
Cleaned Token After =  exploration discovery laws nature coordinates space time . 
Cleaned Token After Stem =  explor discoveri law natur coordin space time . 
Cleaned Token Before =  
    college student and tourist elisa lam vanishes, leaving behind all of her possessions in her hotel room. the cecil hotel grows in infamy.
Cleaned Token After =  college student tourist elisa lam vanishes , leaving behind possessions hotel room . cecil hotel grows infamy . 
Cleaned Token After Stem =  colleg student tourist elisa lam vanish , leav behind possess hotel room . cecil hotel grow infami . 
Cleaned Token Before =  
    a documentary about young women who have been drawn into the sex trade - and how easy it is for a web-savvy generation to end up making porn.
Cleaned Token After =  documentary young women drawn sex trade - easy web-savvy generation end making porn . 
Cleaned Token After Stem =  documentari young women drawn sex trade - easi web-savvi gener end make porn . 
Cleaned Token Before =  
    ottoman sultan mehmed ii wages an epic campaign to take the byzantine capital of constantinople and shapes the course of history for centuries.
Cleaned Token After =  ottoman sultan mehmed ii wages epic campaign take byzantine capital constantinople shapes course history centuries . 
Cleaned Token After Stem =  ottoman sultan mehm ii wage epic campaign take byzantin capit constantinopl shape cours histori centuri . 
Cleaned Token Before =  
    an exploration of the warring kingdoms of feudal japan when several powerful warlords fought to become absolute ruler.
Cleaned Token After =  exploration warring kingdoms feudal japan several powerful warlords fought become absolute ruler . 
Cleaned Token After Stem =  explor war kingdom feudal japan sever power warlord fought becom absolut ruler . 
Cleaned Token Before =  
    following the events of &#39;avengers: endgame,&#39; sam wilson/falcon and bucky barnes/winter soldier team up in a global adventure that tests their abilities -- and their patience.
Cleaned Token After =  following events &#39;avengers : endgame , &#39; sam wilson/falcon bucky barnes/winter soldier team global adventure tests abilities -- patience . 
Cleaned Token After Stem =  follow event &#39;aveng : endgam , &#39; sam wilson/falcon bucki barnes/wint soldier team global adventur test abil -- patienc . 
Cleaned Token Before =  
    sheriff deputy rick grimes wakes up from a coma to learn the world is in ruins and must lead a group of survivors to stay alive.
Cleaned Token After =  sheriff deputy rick grimes wakes coma learn world ruins must lead group survivors stay alive . 
Cleaned Token After Stem =  sheriff deputi rick grime wake coma learn world ruin must lead group survivor stay aliv . 
Cleaned Token Before =  
    the twisting, real-life story of charles sobhraj, a murderer, thief and seductive master of disguise, who was a hidden darkness in the mid-70&#39;s on asia&#39;s hippie trail.
Cleaned Token After =  twisting , real-life story charles sobhraj , murderer , thief seductive master disguise , hidden darkness mid-70 &#39;s asia &#39;s hippie trail . 
Cleaned Token After Stem =  twist , real-lif stori charl sobhraj , murder , thief seduct master disguis , hidden dark mid-70 &#39;s asia &#39;s hippi trail . 
Cleaned Token Before =  
    the first generation of superheroes have kept the world safe for nearly a century. now their children must live up to their legacy in an epic drama that spans decades and navigates the dynamics of family, power and loyalty.
Cleaned Token After =  first generation superheroes kept world safe nearly century . children must live legacy epic drama spans decades navigates dynamics family , power loyalty . 
Cleaned Token After Stem =  first gener superhero kept world safe nearli centuri . children must live legaci epic drama span decad navig dynam famili , power loyalti . 
Cleaned Token Before =  
    an adult animated series based on the skybound/image comic about a teenager whose father is the most powerful superhero on the planet.
Cleaned Token After =  adult animated series based skybound/image comic teenager whose father powerful superhero planet . 
Cleaned Token After Stem =  adult anim seri base skybound/imag comic teenag whose father power superhero planet . 
Cleaned Token Before =  
    a drama centered on the personal and professional lives of five surgical interns and their supervisors.
Cleaned Token After =  drama centered personal professional lives five surgical interns supervisors . 
Cleaned Token After Stem =  drama center person profession live five surgic intern supervisor . 
Cleaned Token Before =  
    a black family moves to an all-white los angeles neighborhood where malevolent forces, next door and otherworldly, threaten to taunt, ravage and destroy them.
Cleaned Token After =  black family moves all-white los angeles neighborhood malevolent forces , next door otherworldly , threaten taunt , ravage destroy . 
Cleaned Token After Stem =  black famili move all-whit lo angel neighborhood malevol forc , next door otherworldli , threaten taunt , ravag destroy . 
Cleaned Token Before =  
    nine noble families fight for control over the lands of westeros, while an ancient enemy returns after being dormant for millennia.
Cleaned Token After =  nine noble families fight control lands westeros , ancient enemy returns dormant millennia . 
Cleaned Token After Stem =  nine nobl famili fight control land westero , ancient enemi return dormant millennia . 
Cleaned Token Before =  
    drama series following the investigations of ac-12, a controversial police anti-corruption unit.
Cleaned Token After =  drama series following investigations ac-12 , controversial police anti-corruption unit . 
Cleaned Token After Stem =  drama seri follow investig ac-12 , controversi polic anti-corrupt unit . 
Cleaned Token Before =  
    set in victorian london, the series follows a gang of troubled street teens who are manipulated into solving crimes for the sinister doctor watson and his mysterious business partner, the elusive sherlock holmes.
Cleaned Token After =  set victorian london , series follows gang troubled street teens manipulated solving crimes sinister doctor watson mysterious business partner , elusive sherlock holmes . 
Cleaned Token After Stem =  set victorian london , seri follow gang troubl street teen manipul solv crime sinist doctor watson mysteri busi partner , elus sherlock holm . 
Cleaned Token Before =  
    hell-bent on exacting revenge and proving he was framed for his sister&#39;s murder, álex sets out to unearth much more than the crime&#39;s real culprit.
Cleaned Token After =  hell-bent exacting revenge proving framed sister &#39;s murder , álex sets unearth much crime &#39;s real culprit . 
Cleaned Token After Stem =  hell-bent exact reveng prove frame sister &#39;s murder , álex set unearth much crime &#39;s real culprit . 
Cleaned Token Before =  
    a young woman, on the run after 10 years in a suffocating marriage to a tech billionaire, suddenly realizes that her husband has implanted a revolutionary monitoring device in her brain that allows him to track her every move.
Cleaned Token After =  young woman , run 10 years suffocating marriage tech billionaire , suddenly realizes husband implanted revolutionary monitoring device brain allows track every move . 
Cleaned Token After Stem =  young woman , run 10 year suffoc marriag tech billionair , suddenli realiz husband implant revolutionari monitor devic brain allow track everi move . 
Cleaned Token Before =  
    after his hometown is destroyed and his mother is killed, young eren jaeger vows to cleanse the earth of the giant humanoid titans that have brought humanity to the brink of extinction.
Cleaned Token After =  hometown destroyed mother killed , young eren jaeger vows cleanse earth giant humanoid titans brought humanity brink extinction . 
Cleaned Token After Stem =  hometown destroy mother kill , young eren jaeger vow cleans earth giant humanoid titan brought human brink extinct . 
Cleaned Token Before =  
    a scrappy, feisty, fiercely loyal chicago family makes no apologies.
Cleaned Token After =  scrappy , feisty , fiercely loyal chicago family makes apologies . 
Cleaned Token After Stem =  scrappi , feisti , fierc loyal chicago famili make apolog . 
Cleaned Token Before =  
    moses, an egyptian prince, learns of his true heritage as a hebrew and his divine mission as the deliverer of his people.
Cleaned Token After =  moses , egyptian prince , learns true heritage hebrew divine mission deliverer people . 
Cleaned Token After Stem =  mose , egyptian princ , learn true heritag hebrew divin mission deliver peopl . 
Cleaned Token Before =  
    a man refuses all assistance from his daughter as he ages. as he tries to make sense of his changing circumstances, he begins to doubt his loved ones, his own mind and even the fabric of his reality.
Cleaned Token After =  man refuses assistance daughter ages . tries make sense changing circumstances , begins doubt loved ones , mind even fabric reality . 
Cleaned Token After Stem =  man refus assist daughter age . tri make sens chang circumst , begin doubt love one , mind even fabric realiti . 
Cleaned Token Before =  
    a new fbi profiler, elizabeth keen, has her entire life uprooted when a mysterious criminal, raymond reddington, who has eluded capture for decades, turns himself in and insists on speaking only to her.
Cleaned Token After =  new fbi profiler , elizabeth keen , entire life uprooted mysterious criminal , raymond reddington , eluded capture decades , turns insists speaking . 
Cleaned Token After Stem =  new fbi profil , elizabeth keen , entir life uproot mysteri crimin , raymond reddington , elud captur decad , turn insist speak . 
Cleaned Token Before =  
    sent to live with his estranged father for the summer, a rebellious teen finds kinship in a tight-knit philadelphia community of black cowboys.
Cleaned Token After =  sent live estranged father summer , rebellious teen finds kinship tight-knit philadelphia community black cowboys . 
Cleaned Token After Stem =  sent live estrang father summer , rebelli teen find kinship tight-knit philadelphia commun black cowboy . 
Cleaned Token Before =  
    blends the style of classic sitcoms with the mcu, in which wanda maximoff and vision - two super-powered beings living their ideal suburban lives - begin to suspect that everything is not as it seems.
Cleaned Token After =  blends style classic sitcoms mcu , wanda maximoff vision - two super-powered beings living ideal suburban lives - begin suspect everything seems . 
Cleaned Token After Stem =  blend style classic sitcom mcu , wanda maximoff vision - two super-pow be live ideal suburban live - begin suspect everyth seem . 
Cleaned Token Before =  
    a teenage murder witness finds himself pursued by twin assassins in the montana wilderness with a survival expert tasked with protecting him -- and a forest fire threatening to consume them all.
Cleaned Token After =  teenage murder witness finds pursued twin assassins montana wilderness survival expert tasked protecting -- forest fire threatening consume . 
Cleaned Token After Stem =  teenag murder wit find pursu twin assassin montana wilder surviv expert task protect -- forest fire threaten consum . 
Cleaned Token Before =  
    follows the political rivalries and romance of queen elizabeth ii&#39;s reign and the events that shaped the second half of the twentieth century.
Cleaned Token After =  follows political rivalries romance queen elizabeth ii &#39;s reign events shaped second half twentieth century . 
Cleaned Token After Stem =  follow polit rivalri romanc queen elizabeth ii &#39;s reign event shape second half twentieth centuri . 
Cleaned Token Before =  
    a young woman, traumatized by a tragic event in her past, seeks out vengeance against those who crossed her path.
Cleaned Token After =  young woman , traumatized tragic event past , seeks vengeance crossed path . 
Cleaned Token After Stem =  young woman , traumat tragic event past , seek vengeanc cross path . 
Cleaned Token Before =  
    after a prank goes disastrously wrong, a group of boys are sent to a detention center where they are brutalized. thirteen years later, an unexpected random encounter with a former guard gives them a chance for revenge.
Cleaned Token After =  prank goes disastrously wrong , group boys sent detention center brutalized . thirteen years later , unexpected random encounter former guard gives chance revenge . 
Cleaned Token After Stem =  prank goe disastr wrong , group boy sent detent center brutal . thirteen year later , unexpect random encount former guard give chanc reveng . 
Cleaned Token Before =  
    this series follows the special victims unit, a specially trained squad of detectives in the n.y.p.d., who investigate sexually related crimes.
Cleaned Token After =  series follows special victims unit , specially trained squad detectives n.y.p.d. , investigate sexually related crimes . 
Cleaned Token After Stem =  seri follow special victim unit , special train squad detect n.y.p.d . , investig sexual relat crime . 
Cleaned Token Before =  
    a high school chemistry teacher diagnosed with inoperable lung cancer turns to manufacturing and selling methamphetamine in order to secure his family&#39;s future.
Cleaned Token After =  high school chemistry teacher diagnosed inoperable lung cancer turns manufacturing selling methamphetamine order secure family &#39;s future . 
Cleaned Token After Stem =  high school chemistri teacher diagnos inoper lung cancer turn manufactur sell methamphetamin order secur famili &#39;s futur . 
Cleaned Token Before =  
    vikings transports us to the brutal and mysterious world of ragnar lothbrok, a viking warrior and farmer who yearns to explore - and raid - the distant shores across the ocean.
Cleaned Token After =  vikings transports us brutal mysterious world ragnar lothbrok , viking warrior farmer yearns explore - raid - distant shores across ocean . 
Cleaned Token After Stem =  vike transport us brutal mysteri world ragnar lothbrok , vike warrior farmer yearn explor - raid - distant shore across ocean . 
Cleaned Token Before =  
    the cases of the f.b.i. behavioral analysis unit (b.a.u.), an elite group of profilers who analyze the nation&#39;s most dangerous serial killers and individual heinous crimes in an effort to anticipate their next moves before they strike again.
Cleaned Token After =  cases f.b.i . behavioral analysis unit ( b.a.u . ) , elite group profilers analyze nation &#39;s dangerous serial killers individual heinous crimes effort anticipate next moves strike . 
Cleaned Token After Stem =  case f.b.i . behavior analysi unit ( b.a.u . ) , elit group profil analyz nation &#39;s danger serial killer individu heinou crime effort anticip next move strike . 
Cleaned Token Before =  
    a gangster family epic set in 1900s england, centering on a gang who sew razor blades in the peaks of their caps, and their fierce boss tommy shelby.
Cleaned Token After =  gangster family epic set 1900s england , centering gang sew razor blades peaks caps , fierce boss tommy shelby . 
Cleaned Token After Stem =  gangster famili epic set 1900 england , center gang sew razor blade peak cap , fierc boss tommi shelbi . 
Cleaned Token Before =  
    set in a dystopian future, a woman is forced to live as a concubine under a fundamentalist theocratic dictatorship.
Cleaned Token After =  set dystopian future , woman forced live concubine fundamentalist theocratic dictatorship . 
Cleaned Token After Stem =  set dystopian futur , woman forc live concubin fundamentalist theocrat dictatorship . 
Cleaned Token Before =  
    a heartwarming and emotional story about a unique set of triplets, their struggles and their wonderful parents.
Cleaned Token After =  heartwarming emotional story unique set triplets , struggles wonderful parents . 
Cleaned Token After Stem =  heartwarm emot stori uniqu set triplet , struggl wonder parent . 
Cleaned Token Before =  
mohamedou ould slahi fights for freedom after being detained and imprisoned without charge by the u.s. government for years.
Cleaned Token After =  mohamedou ould slahi fights freedom detained imprisoned without charge u.s. government years . 
Cleaned Token After Stem =  mohamed ould slahi fight freedom detain imprison without charg u.s. govern year . 
Cleaned Token Before =  
    after being struck by lightning, barry allen wakes up from his coma to discover he&#39;s been given the power of super speed, becoming the next flash, fighting crime in central city.
Cleaned Token After =  struck lightning , barry allen wakes coma discover &#39;s given power super speed , becoming next flash , fighting crime central city . 
Cleaned Token After Stem =  struck lightn , barri allen wake coma discov &#39;s given power super speed , becom next flash , fight crime central citi . 
Cleaned Token Before =  
    when a young boy disappears, his mother, a police chief and his friends must confront terrifying supernatural forces in order to get him back.
Cleaned Token After =  young boy disappears , mother , police chief friends must confront terrifying supernatural forces order get back . 
Cleaned Token After Stem =  young boy disappear , mother , polic chief friend must confront terrifi supernatur forc order get back . 
Cleaned Token Before =  
    an english combat nurse from 1945 is mysteriously swept back in time to 1743.
Cleaned Token After =  english combat nurse 1945 mysteriously swept back time 1743 . 
Cleaned Token After Stem =  english combat nurs 1945 mysteri swept back time 1743 . 
Cleaned Token Before =  
    seven years after the world has become a frozen wasteland, the remnants of humanity inhabit a perpetually-moving train that circles the globe, where class warfare, social injustice and the politics of survival play out.
Cleaned Token After =  seven years world become frozen wasteland , remnants humanity inhabit perpetually-moving train circles globe , class warfare , social injustice politics survival play . 
Cleaned Token After Stem =  seven year world becom frozen wasteland , remnant human inhabit perpetually-mov train circl globe , class warfar , social injustic polit surviv play . 
Cleaned Token Before =  
    three different but related families face trials and tribulations in their own uniquely comedic ways.
Cleaned Token After =  three different related families face trials tribulations uniquely comedic ways . 
Cleaned Token After Stem =  three differ relat famili face trial tribul uniqu comed way . 
Cleaned Token Before =  
    elliot stabler returns to the nypd to battle organized crime after a devastating personal loss.
Cleaned Token After =  elliot stabler returns nypd battle organized crime devastating personal loss . 
Cleaned Token After Stem =  elliot stabler return nypd battl organ crime devast person loss . 
Cleaned Token Before =  
    a new medical director breaks the rules to heal the system at america&#39;s oldest public hospital.
Cleaned Token After =  new medical director breaks rules heal system america &#39;s oldest public hospital . 
Cleaned Token After Stem =  new medic director break rule heal system america &#39;s oldest public hospit . 
Cleaned Token Before =  
    a crash-landed alien named harry who takes on the identity of a small-town colorado doctor and slowly begins to wrestle with the moral dilemma of his secret mission on earth.
Cleaned Token After =  crash-landed alien named harry takes identity small-town colorado doctor slowly begins wrestle moral dilemma secret mission earth . 
Cleaned Token After Stem =  crash-land alien name harri take ident small-town colorado doctor slowli begin wrestl moral dilemma secret mission earth . 
Cleaned Token Before =  
    ginny miller, an angsty fifteen-year-old, often feels more mature than her thirty-year-old mother, the irresistible and dynamic georgia miller.
Cleaned Token After =  ginny miller , angsty fifteen-year-old , often feels mature thirty-year-old mother , irresistible dynamic georgia miller . 
Cleaned Token After Stem =  ginni miller , angsti fifteen-year-old , often feel matur thirty-year-old mother , irresist dynam georgia miller . 
Cleaned Token Before =  
    wealth, lust, and betrayal set against the backdrop of regency-era england, seen through the eyes of the powerful bridgerton family.
Cleaned Token After =  wealth , lust , betrayal set backdrop regency-era england , seen eyes powerful bridgerton family . 
Cleaned Token After Stem =  wealth , lust , betray set backdrop regency-era england , seen eye power bridgerton famili . 
Cleaned Token Before =  
    this potential series pilot follows a legal advocate with a blue collar background, who helps those in need without a law degree.
Cleaned Token After =  potential series pilot follows legal advocate blue collar background , helps need without law degree . 
Cleaned Token After Stem =  potenti seri pilot follow legal advoc blue collar background , help need without law degre . 
Cleaned Token Before =  
    two brothers follow their father&#39;s footsteps as hunters, fighting evil supernatural beings of many kinds, including monsters, demons and gods that roam the earth.
Cleaned Token After =  two brothers follow father &#39;s footsteps hunters , fighting evil supernatural beings many kinds , including monsters , demons gods roam earth . 
Cleaned Token After Stem =  two brother follow father &#39;s footstep hunter , fight evil supernatur be mani kind , includ monster , demon god roam earth . 
Cleaned Token Before =  
    the cases of the naval criminal investigative service&#39;s washington, d.c. major case response team, led by special agent leroy jethro gibbs.
Cleaned Token After =  cases naval criminal investigative service &#39;s washington , d.c. major case response team , led special agent leroy jethro gibbs . 
Cleaned Token After Stem =  case naval crimin investig servic &#39;s washington , d.c. major case respons team , led special agent leroy jethro gibb . 
Cleaned Token Before =  
    a quarter-life crisis causes a young chinese-american woman, nicky chen, to drop out of college and go on a life-changing journey to an isolated monastery in china. but when she returns to find her hometown overrun with crime and corruption, nicky uses her martial arts skills and shaolin values to protect her community and bring criminals to justice -- all while searching for the assassin who ...                see full summary »

Cleaned Token After =  quarter-life crisis causes young chinese-american woman , nicky chen , drop college go life-changing journey isolated monastery china . returns find hometown overrun crime corruption , nicky uses martial arts skills shaolin values protect community bring criminals justice -- searching assassin ... see full summary » 
Cleaned Token After Stem =  quarter-lif crisi caus young chinese-american woman , nicki chen , drop colleg go life-chang journey isol monasteri china . return find hometown overrun crime corrupt , nicki use martial art skill shaolin valu protect commun bring crimin justic -- search assassin ... see full summari » 
Cleaned Token Before =  
    a reckless flight attendant with an alcoholism problem wakes up in the wrong hotel, in the wrong bed, with a dead man - and no idea what happened. unable to piece the night together, she begins to wonder if she could be the killer.
Cleaned Token After =  reckless flight attendant alcoholism problem wakes wrong hotel , wrong bed , dead man - idea happened . unable piece night together , begins wonder could killer . 
Cleaned Token After Stem =  reckless flight attend alcohol problem wake wrong hotel , wrong bed , dead man - idea happen . unabl piec night togeth , begin wonder could killer . 
Cleaned Token Before =  
    london detectives investigate crimes from the past, unravelling secrets left buried for years.
Cleaned Token After =  london detectives investigate crimes past , unravelling secrets left buried years . 
Cleaned Token After Stem =  london detect investig crime past , unravel secret left buri year . 
Cleaned Token Before =  
    new jersey mob boss tony soprano deals with personal and professional issues in his home and business life that affect his mental state, leading him to seek professional psychiatric counseling.
Cleaned Token After =  new jersey mob boss tony soprano deals personal professional issues home business life affect mental state , leading seek professional psychiatric counseling . 
Cleaned Token After Stem =  new jersey mob boss toni soprano deal person profession issu home busi life affect mental state , lead seek profession psychiatr counsel . 
Cleaned Token Before =  
    after losing everything in the great recession, a woman embarks on a journey through the american west, living as a van-dwelling modern-day nomad.
Cleaned Token After =  losing everything great recession , woman embarks journey american west , living van-dwelling modern-day nomad . 
Cleaned Token After Stem =  lose everyth great recess , woman embark journey american west , live van-dwel modern-day nomad . 
Cleaned Token Before =  
    a heavy-metal drummer&#39;s life is thrown into freefall when he begins to lose his hearing.
Cleaned Token After =  heavy-metal drummer &#39;s life thrown freefall begins lose hearing . 
Cleaned Token After Stem =  heavy-met drummer &#39;s life thrown freefal begin lose hear . 
Cleaned Token Before =  
    nba superstar lebron james teams up with bugs bunny and the rest of the looney tunes for this long-awaited sequel.
Cleaned Token After =  nba superstar lebron james teams bugs bunny rest looney tunes long-awaited sequel . 
Cleaned Token After Stem =  nba superstar lebron jame team bug bunni rest looney tune long-await sequel . 
Cleaned Token Before =  
    in a realm known as kumandra, a re-imagined earth inhabited by an ancient civilization, a warrior named raya is determined to find the last dragon.
Cleaned Token After =  realm known kumandra , re-imagined earth inhabited ancient civilization , warrior named raya determined find last dragon . 
Cleaned Token After Stem =  realm known kumandra , re-imagin earth inhabit ancient civil , warrior name raya determin find last dragon . 
Cleaned Token Before =  
    as harry potter begins his sixth year at hogwarts, he discovers an old book marked as &#34;the property of the half-blood prince&#34; and begins to learn more about lord voldemort&#39;s dark past.
Cleaned Token After =  harry potter begins sixth year hogwarts , discovers old book marked `` property half-blood prince &#39;&#39; begins learn lord voldemort &#39;s dark past . 
Cleaned Token After Stem =  harri potter begin sixth year hogwart , discov old book mark `` properti half-blood princ `` begin learn lord voldemort &#39;s dark past . 
Cleaned Token Before =  
    the further adventures in time and space of the alien adventurer known as the doctor and their companions from planet earth.
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Cleaned Token After Stem =  adventur time space alien adventur known doctor companion planet earth . 
Cleaned Token Before =  
    after landing the gig of a lifetime, a new york jazz pianist suddenly finds himself trapped in a strange land between earth and the afterlife.
Cleaned Token After =  landing gig lifetime , new york jazz pianist suddenly finds trapped strange land earth afterlife . 
Cleaned Token After Stem =  land gig lifetim , new york jazz pianist suddenli find trap strang land earth afterlif . 
Cleaned Token Before =  
    an orphaned boy enrolls in a school of wizardry, where he learns the truth about himself, his family and the terrible evil that haunts the magical world.
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Cleaned Token After Stem =  orphan boy enrol school wizardri , learn truth , famili terribl evil haunt magic world . 
Cleaned Token Before =  
    in a desperate attempt to win a basketball match and earn their freedom, the looney tunes seek the aid of retired basketball champion, michael jordan.
Cleaned Token After =  desperate attempt win basketball match earn freedom , looney tunes seek aid retired basketball champion , michael jordan . 
Cleaned Token After Stem =  desper attempt win basketbal match earn freedom , looney tune seek aid retir basketbal champion , michael jordan . 
Cleaned Token Before =  
    after being fired from her job and dumped by her boyfriend, a cosmetics saleswoman becomes the nanny to the three children of a rich english widower. as time passes, the two fall for each other.
Cleaned Token After =  fired job dumped boyfriend , cosmetics saleswoman becomes nanny three children rich english widower . time passes , two fall . 
Cleaned Token After Stem =  fire job dump boyfriend , cosmet saleswoman becom nanni three children rich english widow . time pass , two fall . 
Cleaned Token Before =  
    a multi-generational saga set in alberta, canada and centered on a family getting through life together in both happy and trying times.
Cleaned Token After =  multi-generational saga set alberta , canada centered family getting life together happy trying times . 
Cleaned Token After Stem =  multi-gener saga set alberta , canada center famili get life togeth happi tri time . 
Cleaned Token Before =  
    a chaotic battle ensues between jerry mouse, who has taken refuge in the royal gate hotel, and tom cat, who is hired to drive him away before the day of a big wedding arrives.
Cleaned Token After =  chaotic battle ensues jerry mouse , taken refuge royal gate hotel , tom cat , hired drive away day big wedding arrives . 
Cleaned Token After Stem =  chaotic battl ensu jerri mous , taken refug royal gate hotel , tom cat , hire drive away day big wed arriv . 
Cleaned Token Before =  
    marinette and adrien, two normal teens, transform into superheroes ladybug and cat noir when an evil threatens their city.
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Cleaned Token After Stem =  marinett adrien , two normal teen , transform superhero ladybug cat noir evil threaten citi . 
Cleaned Token Before =  
    a mom and dad who usually say no decide to say yes to their kids&#39; wildest requests with a few ground rules on a whirlwind day of fun and adventure.
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Cleaned Token After Stem =  mom dad usual say decid say ye kid &#39; wildest request ground rule whirlwind day fun adventur . 
Cleaned Token Before =  
    a self-centered minnesota lawyer is sentenced to community service coaching a rag tag youth hockey team.
Cleaned Token After =  self-centered minnesota lawyer sentenced community service coaching rag tag youth hockey team . 
Cleaned Token After Stem =  self-cent minnesota lawyer sentenc commun servic coach rag tag youth hockey team . 
Cleaned Token Before =  
    nowhere left to go, will hawkins finds himself at camp for the first time. his instinct is to run, but he finds a friend, a father figure and even a girl who awakens his heart. most of all, he finally finds a home.
Cleaned Token After =  nowhere left go , hawkins finds camp first time . instinct run , finds friend , father figure even girl awakens heart . , finally finds home . 
Cleaned Token After Stem =  nowher left go , hawkin find camp first time . instinct run , find friend , father figur even girl awaken heart . , final find home . 
Cleaned Token Before =  
    harry potter finds himself competing in a hazardous tournament between rival schools of magic, but he is distracted by recurring nightmares.
Cleaned Token After =  harry potter finds competing hazardous tournament rival schools magic , distracted recurring nightmares . 
Cleaned Token After Stem =  harri potter find compet hazard tournament rival school magic , distract recur nightmar . 
Cleaned Token Before =  
    e.b., the easter bunny&#39;s teenage son, heads to hollywood, determined to become a drummer in a rock &#39;n&#39; roll band. in la, he&#39;s taken in by fred after the out-of-work slacker hits e.b. with his car.
Cleaned Token After =  e.b. , easter bunny &#39;s teenage son , heads hollywood , determined become drummer rock &#39; n &#39; roll band . la , &#39;s taken fred out-of-work slacker hits e.b . car . 
Cleaned Token After Stem =  e.b . , easter bunni &#39;s teenag son , head hollywood , determin becom drummer rock &#39; n &#39; roll band . la , &#39;s taken fred out-of-work slacker hit e.b . car . 
Cleaned Token Before =  
    an aspiring young country singer (katharine mcphee) finds the band she&#39;s been missing when she takes a job as nanny for a musically talented family: a rugged cowboy (eddie cibrian) and his five children.
Cleaned Token After =  aspiring young country singer ( katharine mcphee ) finds band &#39;s missing takes job nanny musically talented family : rugged cowboy ( eddie cibrian ) five children . 
Cleaned Token After Stem =  aspir young countri singer ( katharin mcphee ) find band &#39;s miss take job nanni music talent famili : rug cowboy ( eddi cibrian ) five children . 
Cleaned Token Before =  
    a young girl is destined to liberate her world from the grip of the magisterium which represses people&#39;s ties to magic and their animal spirits known as daemons.
Cleaned Token After =  young girl destined liberate world grip magisterium represses people &#39;s ties magic animal spirits known daemons . 
Cleaned Token After Stem =  young girl destin liber world grip magisterium repress peopl &#39;s tie magic anim spirit known daemon . 
Cleaned Token Before =  
    in a countryside town bordering on a magical land, a young man makes a promise to his beloved that he&#39;ll retrieve a fallen star by venturing into the magical realm.
Cleaned Token After =  countryside town bordering magical land , young man makes promise beloved &#39;ll retrieve fallen star venturing magical realm . 
Cleaned Token After Stem =  countrysid town border magic land , young man make promis belov &#39;ll retriev fallen star ventur magic realm . 
Cleaned Token Before =  
    a young apprentice hunter and her father journey to ireland to help wipe out the last wolf pack. but everything changes when she befriends a free-spirited girl from a mysterious tribe rumored to transform into wolves by night.
Cleaned Token After =  young apprentice hunter father journey ireland help wipe last wolf pack . everything changes befriends free-spirited girl mysterious tribe rumored transform wolves night . 
Cleaned Token After Stem =  young apprentic hunter father journey ireland help wipe last wolf pack . everyth chang befriend free-spirit girl mysteri tribe rumor transform wolv night . 
Cleaned Token Before =  
    snobbish phonetics professor henry higgins agrees to a wager that he can make flower girl eliza doolittle presentable in high society.
Cleaned Token After =  snobbish phonetics professor henry higgins agrees wager make flower girl eliza doolittle presentable high society . 
Cleaned Token After Stem =  snobbish phonet professor henri higgin agre wager make flower girl eliza doolittl present high societi . 
Cleaned Token Before =  
    feature adaptation of beatrix potter&#39;s classic tale of a rebellious rabbit trying to sneak into a farmer&#39;s vegetable garden.
Cleaned Token After =  feature adaptation beatrix potter &#39;s classic tale rebellious rabbit trying sneak farmer &#39;s vegetable garden . 
Cleaned Token After Stem =  featur adapt beatrix potter &#39;s classic tale rebelli rabbit tri sneak farmer &#39;s veget garden . 
Cleaned Token Before =  
    a young chinese maiden disguises herself as a male warrior in order to save her father.
Cleaned Token After =  young chinese maiden disguises male warrior order save father . 
Cleaned Token After Stem =  young chines maiden disguis male warrior order save father . 
Cleaned Token Before =  
    in a war-torn world of elemental magic, a young boy reawakens to undertake a dangerous mystic quest to fulfill his destiny as the avatar, and bring peace to the world.
Cleaned Token After =  war-torn world elemental magic , young boy reawakens undertake dangerous mystic quest fulfill destiny avatar , bring peace world . 
Cleaned Token After Stem =  war-torn world element magic , young boy reawaken undertak danger mystic quest fulfil destini avatar , bring peac world . 
Cleaned Token Before =  
    teen miles morales becomes the spider-man of his universe, and must join with five spider-powered individuals from other dimensions to stop a threat for all realities.
Cleaned Token After =  teen miles morales becomes spider-man universe , must join five spider-powered individuals dimensions stop threat realities . 
Cleaned Token After Stem =  teen mile moral becom spider-man univers , must join five spider-pow individu dimens stop threat realiti . 
Cleaned Token Before =  
    can gordon&#39;s team win the junior goodwill games in california in spite of all the set-backs?
Cleaned Token After =  gordon &#39;s team win junior goodwill games california spite set-backs ? 
Cleaned Token After Stem =  gordon &#39;s team win junior goodwil game california spite set-back ? 
Cleaned Token Before =  
    a gifted young teen tries to survive life with his dimwitted, dysfunctional family.
Cleaned Token After =  gifted young teen tries survive life dimwitted , dysfunctional family . 
Cleaned Token After Stem =  gift young teen tri surviv life dimwit , dysfunct famili . 
Cleaned Token Before =  
    harry potter, ron and hermione return to hogwarts school of witchcraft and wizardry for their third year of study, where they delve into the mystery surrounding an escaped prisoner who poses a dangerous threat to the young wizard.
Cleaned Token After =  harry potter , ron hermione return hogwarts school witchcraft wizardry third year study , delve mystery surrounding escaped prisoner poses dangerous threat young wizard . 
Cleaned Token After Stem =  harri potter , ron hermion return hogwart school witchcraft wizardri third year studi , delv mysteri surround escap prison pose danger threat young wizard . 
Cleaned Token Before =  
    the life and adventures of the ingalls family in the nineteenth century american midwest.
Cleaned Token After =  life adventures ingalls family nineteenth century american midwest . 
Cleaned Token After Stem =  life adventur ingal famili nineteenth centuri american midwest . 
Cleaned Token Before =  
    a newly recruited night security guard at the museum of natural history discovers that an ancient curse causes the animals and exhibits on display to come to life and wreak havoc.
Cleaned Token After =  newly recruited night security guard museum natural history discovers ancient curse causes animals exhibits display come life wreak havoc . 
Cleaned Token After Stem =  newli recruit night secur guard museum natur histori discov ancient curs caus anim exhibit display come life wreak havoc . 
Cleaned Token Before =  
    a young boy wins a tour through the most magnificent chocolate factory in the world, led by the world&#39;s most unusual candy maker.
Cleaned Token After =  young boy wins tour magnificent chocolate factory world , led world &#39;s unusual candy maker . 
Cleaned Token After Stem =  young boy win tour magnific chocol factori world , led world &#39;s unusu candi maker . 
Cleaned Token Before =  
    scooby and the gang face their most challenging mystery ever: a plot to unleash the ghost dog cerberus upon the world. as they race to stop this dogpocalypse, the gang discovers that scooby has an epic destiny greater than anyone imagined.
Cleaned Token After =  scooby gang face challenging mystery ever : plot unleash ghost dog cerberus upon world . race stop dogpocalypse , gang discovers scooby epic destiny greater anyone imagined . 
Cleaned Token After Stem =  scoobi gang face challeng mysteri ever : plot unleash ghost dog cerberu upon world . race stop dogpocalyps , gang discov scoobi epic destini greater anyon imagin . 
Cleaned Token Before =  
    with their warning about lord voldemort&#39;s return scoffed at, harry and dumbledore are targeted by the wizard authorities as an authoritarian bureaucrat slowly seizes power at hogwarts.
Cleaned Token After =  warning lord voldemort &#39;s return scoffed , harry dumbledore targeted wizard authorities authoritarian bureaucrat slowly seizes power hogwarts . 
Cleaned Token After Stem =  warn lord voldemort &#39;s return scof , harri dumbledor target wizard author authoritarian bureaucrat slowli seiz power hogwart . 
Cleaned Token Before =  
    while home sick in bed, a young boy&#39;s grandfather reads him the story of a farmboy-turned-pirate who encounters numerous obstacles, enemies and allies in his quest to be reunited with his true love.
Cleaned Token After =  home sick bed , young boy &#39;s grandfather reads story farmboy-turned-pirate encounters numerous obstacles , enemies allies quest reunited true love . 
Cleaned Token After Stem =  home sick bed , young boy &#39;s grandfath read stori farmboy-turned-pir encount numer obstacl , enemi alli quest reunit true love . 
Cleaned Token Before =  
    the prehistoric family the croods are challenged by a rival family the bettermans, who claim to be better and more evolved.
Cleaned Token After =  prehistoric family croods challenged rival family bettermans , claim better evolved . 
Cleaned Token After Stem =  prehistor famili crood challeng rival famili betterman , claim better evolv . 
Cleaned Token Before =  
    an adolescent with two siblings tests his various theories about life as he endures the trials of growing up alongside a good friend.
Cleaned Token After =  adolescent two siblings tests various theories life endures trials growing alongside good friend . 
Cleaned Token After Stem =  adolesc two sibl test variou theori life endur trial grow alongsid good friend . 
Cleaned Token Before =  
    four hockey players from minnesota aspire to become a boyband. kendall, logan, carlos, and james embark on a life-changing journey and face challenges along the way.
Cleaned Token After =  four hockey players minnesota aspire become boyband . kendall , logan , carlos , james embark life-changing journey face challenges along way . 
Cleaned Token After Stem =  four hockey player minnesota aspir becom boyband . kendal , logan , carlo , jame embark life-chang journey face challeng along way . 
Cleaned Token Before =  
    a group of young misfits called the goonies discover an ancient map and set out on an adventure to find a legendary pirate&#39;s long-lost treasure.
Cleaned Token After =  group young misfits called goonies discover ancient map set adventure find legendary pirate &#39;s long-lost treasure . 
Cleaned Token After Stem =  group young misfit call gooni discov ancient map set adventur find legendari pirat &#39;s long-lost treasur . 
Cleaned Token Before =  
    in a city of humanoid animals, a hustling theater impresario&#39;s attempt to save his theater with a singing competition becomes grander than he anticipates even as its finalists find that their lives will never be the same.
Cleaned Token After =  city humanoid animals , hustling theater impresario &#39;s attempt save theater singing competition becomes grander anticipates even finalists find lives never . 
Cleaned Token After Stem =  citi humanoid anim , hustl theater impresario &#39;s attempt save theater sing competit becom grander anticip even finalist find live never . 
Cleaned Token Before =  
    alfalfa is wooing darla and his &#34;he-man-woman-hating&#34; friends attempt to sabotage the relationship.
Cleaned Token After =  alfalfa wooing darla `` he-man-woman-hating &#39;&#39; friends attempt sabotage relationship . 
Cleaned Token After Stem =  alfalfa woo darla `` he-man-woman-h `` friend attempt sabotag relationship . 
Cleaned Token Before =  
    a young boy and his grandmother have a run-in with a coven of witches and their leader.
Cleaned Token After =  young boy grandmother run-in coven witches leader . 
Cleaned Token After Stem =  young boy grandmoth run-in coven witch leader . 
Cleaned Token Before =  
    an ancient prophecy seems to be coming true when a mysterious presence begins stalking the corridors of a school of magic and leaving its victims paralyzed.
Cleaned Token After =  ancient prophecy seems coming true mysterious presence begins stalking corridors school magic leaving victims paralyzed . 
Cleaned Token After Stem =  ancient propheci seem come true mysteri presenc begin stalk corridor school magic leav victim paralyz . 
Cleaned Token Before =  
    in ancient polynesia, when a terrible curse incurred by the demigod maui reaches moana&#39;s island, she answers the ocean&#39;s call to seek out the demigod to set things right.
Cleaned Token After =  ancient polynesia , terrible curse incurred demigod maui reaches moana &#39;s island , answers ocean &#39;s call seek demigod set things right . 
Cleaned Token After Stem =  ancient polynesia , terribl curs incur demigod maui reach moana &#39;s island , answer ocean &#39;s call seek demigod set thing right . 
Cleaned Token Before =  
    the second installment of the &#34;fantastic beasts&#34; series featuring the adventures of magizoologist newt scamander.
Cleaned Token After =  second installment `` fantastic beasts &#39;&#39; series featuring adventures magizoologist newt scamander . 
Cleaned Token After Stem =  second instal `` fantast beast `` seri featur adventur magizoologist newt scamand . 
Cleaned Token Before =  
    a selfish prince is cursed to become a monster for the rest of his life, unless he learns to fall in love with a beautiful young woman he keeps prisoner.
Cleaned Token After =  selfish prince cursed become monster rest life , unless learns fall love beautiful young woman keeps prisoner . 
Cleaned Token After Stem =  selfish princ curs becom monster rest life , unless learn fall love beauti young woman keep prison . 
Cleaned Token Before =  
    in the summer of 1962, a new kid in town is taken under the wing of a young baseball prodigy and his rowdy team, resulting in many adventures.
Cleaned Token After =  summer 1962 , new kid town taken wing young baseball prodigy rowdy team , resulting many adventures . 
Cleaned Token After Stem =  summer 1962 , new kid town taken wing young basebal prodigi rowdi team , result mani adventur . 
Cleaned Token Before =  
    dorothy gale is swept away from a farm in kansas to a magical land of oz in a tornado and embarks on a quest with her new friends to see the wizard who can help her return home to kansas and help her friends as well.
Cleaned Token After =  dorothy gale swept away farm kansas magical land oz tornado embarks quest new friends see wizard help return home kansas help friends well . 
Cleaned Token After Stem =  dorothi gale swept away farm kansa magic land oz tornado embark quest new friend see wizard help return home kansa help friend well . 
Cleaned Token Before =  
    a mean lord exiles fairytale creatures to the swamp of a grumpy ogre, who must go on a quest and rescue a princess for the lord in order to get his land back.
Cleaned Token After =  mean lord exiles fairytale creatures swamp grumpy ogre , must go quest rescue princess lord order get land back . 
Cleaned Token After Stem =  mean lord exil fairytal creatur swamp grumpi ogr , must go quest rescu princess lord order get land back . 
Cleaned Token Before =  
    shrek and fiona travel to the kingdom of far far away, where fiona&#39;s parents are king and queen, to celebrate their marriage. when they arrive, they find they are not as welcome as they thought they would be.
Cleaned Token After =  shrek fiona travel kingdom far far away , fiona &#39;s parents king queen , celebrate marriage . arrive , find welcome thought would . 
Cleaned Token After Stem =  shrek fiona travel kingdom far far away , fiona &#39;s parent king queen , celebr marriag . arriv , find welcom thought would . 
Cleaned Token Before =  
    in a city of anthropomorphic animals, a rookie bunny cop and a cynical con artist fox must work together to uncover a conspiracy.
Cleaned Token After =  city anthropomorphic animals , rookie bunny cop cynical con artist fox must work together uncover conspiracy . 
Cleaned Token After Stem =  citi anthropomorph anim , rooki bunni cop cynic con artist fox must work togeth uncov conspiraci . 
Cleaned Token Before =  
    the first generation of superheroes have kept the world safe for nearly a century. now their children must live up to their legacy in an epic drama that spans decades and navigates the dynamics of family, power and loyalty.
Cleaned Token After =  first generation superheroes kept world safe nearly century . children must live legacy epic drama spans decades navigates dynamics family , power loyalty . 
Cleaned Token After Stem =  first gener superhero kept world safe nearli centuri . children must live legaci epic drama span decad navig dynam famili , power loyalti . 
Cleaned Token Before =  
    determined to ensure superman&#39;s ultimate sacrifice was not in vain, bruce wayne aligns forces with diana prince with plans to recruit a team of metahumans to protect the world from an approaching threat of catastrophic proportions.
Cleaned Token After =  determined ensure superman &#39;s ultimate sacrifice vain , bruce wayne aligns forces diana prince plans recruit team metahumans protect world approaching threat catastrophic proportions . 
Cleaned Token After Stem =  determin ensur superman &#39;s ultim sacrific vain , bruce wayn align forc diana princ plan recruit team metahuman protect world approach threat catastroph proport . 
Cleaned Token Before =  
    mma fighter cole young seeks out earth&#39;s greatest champions in order to stand against the enemies of outworld in a high stakes battle for the universe.
Cleaned Token After =  mma fighter cole young seeks earth &#39;s greatest champions order stand enemies outworld high stakes battle universe . 
Cleaned Token After Stem =  mma fighter cole young seek earth &#39;s greatest champion order stand enemi outworld high stake battl univers . 
Cleaned Token Before =  
    an adult animated series based on the skybound/image comic about a teenager whose father is the most powerful superhero on the planet.
Cleaned Token After =  adult animated series based skybound/image comic teenager whose father powerful superhero planet . 
Cleaned Token After Stem =  adult anim seri base skybound/imag comic teenag whose father power superhero planet . 
Cleaned Token Before =  
    nine noble families fight for control over the lands of westeros, while an ancient enemy returns after being dormant for millennia.
Cleaned Token After =  nine noble families fight control lands westeros , ancient enemy returns dormant millennia . 
Cleaned Token After Stem =  nine nobl famili fight control land westero , ancient enemi return dormant millennia . 
Cleaned Token Before =  
    in a world where supervillains are commonplace, two estranged childhood best friends reunite after one devises a treatment that gives them powers to protect their city.
Cleaned Token After =  world supervillains commonplace , two estranged childhood best friends reunite one devises treatment gives powers protect city . 
Cleaned Token After Stem =  world supervillain commonplac , two estrang childhood best friend reunit one devis treatment give power protect citi . 
Cleaned Token Before =  
    set in victorian london, the series follows a gang of troubled street teens who are manipulated into solving crimes for the sinister doctor watson and his mysterious business partner, the elusive sherlock holmes.
Cleaned Token After =  set victorian london , series follows gang troubled street teens manipulated solving crimes sinister doctor watson mysterious business partner , elusive sherlock holmes . 
Cleaned Token After Stem =  set victorian london , seri follow gang troubl street teen manipul solv crime sinist doctor watson mysteri busi partner , elus sherlock holm . 
Cleaned Token Before =  
add a plot

Cleaned Token After =  add plot 
Cleaned Token After Stem =  add plot 
Cleaned Token Before =  
    after his hometown is destroyed and his mother is killed, young eren jaeger vows to cleanse the earth of the giant humanoid titans that have brought humanity to the brink of extinction.
Cleaned Token After =  hometown destroyed mother killed , young eren jaeger vows cleanse earth giant humanoid titans brought humanity brink extinction . 
Cleaned Token After Stem =  hometown destroy mother kill , young eren jaeger vow cleans earth giant humanoid titan brought human brink extinct . 
Cleaned Token Before =  
    two unlikely companions embark on a perilous adventure through the badlands of an unexplored planet as they try to escape a dangerous and disorienting reality, where all inner thoughts are seen and heard by everyone.
Cleaned Token After =  two unlikely companions embark perilous adventure badlands unexplored planet try escape dangerous disorienting reality , inner thoughts seen heard everyone . 
Cleaned Token After Stem =  two unlik companion embark peril adventur badland unexplor planet tri escap danger disori realiti , inner thought seen heard everyon . 
Cleaned Token Before =  
    blends the style of classic sitcoms with the mcu, in which wanda maximoff and vision - two super-powered beings living their ideal suburban lives - begin to suspect that everything is not as it seems.
Cleaned Token After =  blends style classic sitcoms mcu , wanda maximoff vision - two super-powered beings living ideal suburban lives - begin suspect everything seems . 
Cleaned Token After Stem =  blend style classic sitcom mcu , wanda maximoff vision - two super-pow be live ideal suburban live - begin suspect everyth seem . 
Cleaned Token Before =  
    the crypto-zoological agency monarch faces off against a battery of god-sized monsters, including the mighty godzilla, who collides with mothra, rodan, and his ultimate nemesis, the three-headed king ghidorah.
Cleaned Token After =  crypto-zoological agency monarch faces battery god-sized monsters , including mighty godzilla , collides mothra , rodan , ultimate nemesis , three-headed king ghidorah . 
Cleaned Token After Stem =  crypto-zoolog agenc monarch face batteri god-siz monster , includ mighti godzilla , collid mothra , rodan , ultim nemesi , three-head king ghidorah . 
Cleaned Token Before =  
    in a realm known as kumandra, a re-imagined earth inhabited by an ancient civilization, a warrior named raya is determined to find the last dragon.
Cleaned Token After =  realm known kumandra , re-imagined earth inhabited ancient civilization , warrior named raya determined find last dragon . 
Cleaned Token After Stem =  realm known kumandra , re-imagin earth inhabit ancient civil , warrior name raya determin find last dragon . 
Cleaned Token Before =  
    when a young boy disappears, his mother, a police chief and his friends must confront terrifying supernatural forces in order to get him back.
Cleaned Token After =  young boy disappears , mother , police chief friends must confront terrifying supernatural forces order get back . 
Cleaned Token After Stem =  young boy disappear , mother , polic chief friend must confront terrifi supernatur forc order get back . 
Cleaned Token Before =  
    an english combat nurse from 1945 is mysteriously swept back in time to 1743.
Cleaned Token After =  english combat nurse 1945 mysteriously swept back time 1743 . 
Cleaned Token After Stem =  english combat nurs 1945 mysteri swept back time 1743 . 
Cleaned Token Before =  
    diana must contend with a work colleague and businessman, whose desire for extreme wealth sends the world down a path of destruction, after an ancient artifact that grants wishes goes missing.
Cleaned Token After =  diana must contend work colleague businessman , whose desire extreme wealth sends world path destruction , ancient artifact grants wishes goes missing . 
Cleaned Token After Stem =  diana must contend work colleagu businessman , whose desir extrem wealth send world path destruct , ancient artifact grant wish goe miss . 
Cleaned Token Before =  
    as harry potter begins his sixth year at hogwarts, he discovers an old book marked as &#34;the property of the half-blood prince&#34; and begins to learn more about lord voldemort&#39;s dark past.
Cleaned Token After =  harry potter begins sixth year hogwarts , discovers old book marked `` property half-blood prince &#39;&#39; begins learn lord voldemort &#39;s dark past . 
Cleaned Token After Stem =  harri potter begin sixth year hogwart , discov old book mark `` properti half-blood princ `` begin learn lord voldemort &#39;s dark past . 
Cleaned Token Before =  
    two brothers follow their father&#39;s footsteps as hunters, fighting evil supernatural beings of many kinds, including monsters, demons and gods that roam the earth.
Cleaned Token After =  two brothers follow father &#39;s footsteps hunters , fighting evil supernatural beings many kinds , including monsters , demons gods roam earth . 
Cleaned Token After Stem =  two brother follow father &#39;s footstep hunter , fight evil supernatur be mani kind , includ monster , demon god roam earth . 
Cleaned Token Before =  
    after the vietnam war, a team of scientists explores an uncharted island in the pacific, venturing into the domain of the mighty kong, and must fight to escape a primal eden.
Cleaned Token After =  vietnam war , team scientists explores uncharted island pacific , venturing domain mighty kong , must fight escape primal eden . 
Cleaned Token After Stem =  vietnam war , team scientist explor unchart island pacif , ventur domain mighti kong , must fight escap primal eden . 
Cleaned Token Before =  
    dark forces conspire against orphan mapmaker alina starkov when she unleashes an extraordinary power that could change the fate of her war-torn world.
Cleaned Token After =  dark forces conspire orphan mapmaker alina starkov unleashes extraordinary power could change fate war-torn world . 
Cleaned Token After Stem =  dark forc conspir orphan mapmak alina starkov unleash extraordinari power could chang fate war-torn world . 
Cleaned Token Before =  
    fueled by his restored faith in humanity and inspired by superman&#39;s selfless act, bruce wayne enlists the help of his new-found ally, diana prince, to face an even greater enemy.
Cleaned Token After =  fueled restored faith humanity inspired superman &#39;s selfless act , bruce wayne enlists help new-found ally , diana prince , face even greater enemy . 
Cleaned Token After Stem =  fuel restor faith human inspir superman &#39;s selfless act , bruce wayn enlist help new-found alli , diana princ , face even greater enemi . 
Cleaned Token Before =  
    lucifer morningstar has decided he&#39;s had enough of being the dutiful servant in hell and decides to spend some time on earth to better understand humanity. he settles in los angeles - the city of angels.
Cleaned Token After =  lucifer morningstar decided &#39;s enough dutiful servant hell decides spend time earth better understand humanity . settles los angeles - city angels . 
Cleaned Token After Stem =  lucif morningstar decid &#39;s enough duti servant hell decid spend time earth better understand human . settl lo angel - citi angel . 
Cleaned Token Before =  
    an epic tale following a gang of victorian women who find themselves with unusual abilities, relentless enemies, and a mission that might change the world.
Cleaned Token After =  epic tale following gang victorian women find unusual abilities , relentless enemies , mission might change world . 
Cleaned Token After Stem =  epic tale follow gang victorian women find unusu abil , relentless enemi , mission might chang world . 
Cleaned Token Before =  
    geralt of rivia, a solitary monster hunter, struggles to find his place in a world where people often prove more wicked than beasts.
Cleaned Token After =  geralt rivia , solitary monster hunter , struggles find place world people often prove wicked beasts . 
Cleaned Token After Stem =  geralt rivia , solitari monster hunter , struggl find place world peopl often prove wick beast . 
Cleaned Token Before =  
    the survivors of a plane crash are forced to work together in order to survive on a seemingly deserted tropical island.
Cleaned Token After =  survivors plane crash forced work together order survive seemingly deserted tropical island . 
Cleaned Token After Stem =  survivor plane crash forc work togeth order surviv seemingli desert tropic island . 
Cleaned Token Before =  
    the lives, loves, dangers and disasters in the town, mystic falls, virginia. creatures of unspeakable horror lurk beneath this town as a teenage girl is suddenly torn between two vampire brothers.
Cleaned Token After =  lives , loves , dangers disasters town , mystic falls , virginia . creatures unspeakable horror lurk beneath town teenage girl suddenly torn two vampire brothers . 
Cleaned Token After Stem =  live , love , danger disast town , mystic fall , virginia . creatur unspeak horror lurk beneath town teenag girl suddenli torn two vampir brother . 
Cleaned Token Before =  
    after the world is in ruins, due to a man-made plague, a battle of biblical proportions ensues between the survivors.
Cleaned Token After =  world ruins , due man-made plague , battle biblical proportions ensues survivors . 
Cleaned Token After Stem =  world ruin , due man-mad plagu , battl biblic proport ensu survivor . 
Cleaned Token Before =  
    after landing the gig of a lifetime, a new york jazz pianist suddenly finds himself trapped in a strange land between earth and the afterlife.
Cleaned Token After =  landing gig lifetime , new york jazz pianist suddenly finds trapped strange land earth afterlife . 
Cleaned Token After Stem =  land gig lifetim , new york jazz pianist suddenli find trap strang land earth afterlif . 
Cleaned Token Before =  
    an orphaned boy enrolls in a school of wizardry, where he learns the truth about himself, his family and the terrible evil that haunts the magical world.
Cleaned Token After =  orphaned boy enrolls school wizardry , learns truth , family terrible evil haunts magical world . 
Cleaned Token After Stem =  orphan boy enrol school wizardri , learn truth , famili terribl evil haunt magic world . 
Cleaned Token Before =  
    stuck in a time loop, two wedding guests develop a budding romance while living the same day over and over again.
Cleaned Token After =  stuck time loop , two wedding guests develop budding romance living day . 
Cleaned Token After Stem =  stuck time loop , two wed guest develop bud romanc live day . 
Cleaned Token Before =  
    when a single mom and her two kids arrive in a small town, they begin to discover their connection to the original ghostbusters and the secret legacy their grandfather left behind.
Cleaned Token After =  single mom two kids arrive small town , begin discover connection original ghostbusters secret legacy grandfather left behind . 
Cleaned Token After Stem =  singl mom two kid arriv small town , begin discov connect origin ghostbust secret legaci grandfath left behind . 
Cleaned Token Before =  
    a team of young superheroes combat evil and other perils.
Cleaned Token After =  team young superheroes combat evil perils . 
Cleaned Token After Stem =  team young superhero combat evil peril . 
Cleaned Token Before =  
    a secret government agency recruits some of the most dangerous incarcerated super-villains to form a defensive task force. their first mission: save the world from the apocalypse.
Cleaned Token After =  secret government agency recruits dangerous incarcerated super-villains form defensive task force . first mission : save world apocalypse . 
Cleaned Token After Stem =  secret govern agenc recruit danger incarcer super-villain form defens task forc . first mission : save world apocalyps . 
Cleaned Token Before =  
    a superhero-loving boy without any powers is determined to enroll in a prestigious hero academy and learn what it really means to be a hero.
Cleaned Token After =  superhero-loving boy without powers determined enroll prestigious hero academy learn really means hero . 
Cleaned Token After Stem =  superhero-lov boy without power determin enrol prestigi hero academi learn realli mean hero . 
Cleaned Token Before =  
    the sequel to thor: ragnarok and the fourth movie in the thor saga.
Cleaned Token After =  sequel thor : ragnarok fourth movie thor saga . 
Cleaned Token After Stem =  sequel thor : ragnarok fourth movi thor saga . 
Cleaned Token Before =  
    when lt. artemis and her loyal soldiers are transported to a new world, they engage in a desperate battle for survival against enormous enemies with incredible powers. feature film based on the video game by capcom.
Cleaned Token After =  lt. artemis loyal soldiers transported new world , engage desperate battle survival enormous enemies incredible powers . feature film based video game capcom . 
Cleaned Token After Stem =  lt. artemi loyal soldier transport new world , engag desper battl surviv enorm enemi incred power . featur film base video game capcom . 
Cleaned Token Before =  
    after encounters with a dragon and a princess on her own mission, a dragon knight becomes embroiled in events larger than he could have ever imagined.
Cleaned Token After =  encounters dragon princess mission , dragon knight becomes embroiled events larger could ever imagined . 
Cleaned Token After Stem =  encount dragon princess mission , dragon knight becom embroil event larger could ever imagin . 
Cleaned Token Before =  
    a young woman, destined to slay vampires, demons and other infernal creatures, deals with her life fighting evil, with the help of her friends.
Cleaned Token After =  young woman , destined slay vampires , demons infernal creatures , deals life fighting evil , help friends . 
Cleaned Token After Stem =  young woman , destin slay vampir , demon infern creatur , deal life fight evil , help friend . 
Cleaned Token Before =  
    marinette and adrien, two normal teens, transform into superheroes ladybug and cat noir when an evil threatens their city.
Cleaned Token After =  marinette adrien , two normal teens , transform superheroes ladybug cat noir evil threatens city . 
Cleaned Token After Stem =  marinett adrien , two normal teen , transform superhero ladybug cat noir evil threaten citi . 
Cleaned Token Before =  
    hope mikaelson, a tribrid daughter of a vampire/werewolf hybrid, makes her way in the world.
Cleaned Token After =  hope mikaelson , tribrid daughter vampire/werewolf hybrid , makes way world . 
Cleaned Token After Stem =  hope mikaelson , tribrid daughter vampire/werewolf hybrid , make way world . 
Cleaned Token Before =  
    imprisoned on the planet sakaar, thor must race against time to return to asgard and stop ragnarök, the destruction of his world, at the hands of the powerful and ruthless villain hela.
Cleaned Token After =  imprisoned planet sakaar , thor must race time return asgard stop ragnarök , destruction world , hands powerful ruthless villain hela . 
Cleaned Token After Stem =  imprison planet sakaar , thor must race time return asgard stop ragnarök , destruct world , hand power ruthless villain hela . 
Cleaned Token Before =  
    a young woman with a troubled past is drawn to a small town in maine where fairy tales are to be believed.
Cleaned Token After =  young woman troubled past drawn small town maine fairy tales believed . 
Cleaned Token After Stem =  young woman troubl past drawn small town main fairi tale believ . 
Cleaned Token Before =  
    a recently released ex-convict named shadow meets a mysterious man who calls himself &#34;wednesday&#34; and who knows more than he first seems to about shadow&#39;s life and past.
Cleaned Token After =  recently released ex-convict named shadow meets mysterious man calls `` wednesday &#39;&#39; knows first seems shadow &#39;s life past . 
Cleaned Token After Stem =  recent releas ex-convict name shadow meet mysteri man call `` wednesday `` know first seem shadow &#39;s life past . 
Cleaned Token Before =  
    when a pilot crashes and tells of conflict in the outside world, diana, an amazonian warrior in training, leaves home to fight a war, discovering her full powers and true destiny.
Cleaned Token After =  pilot crashes tells conflict outside world , diana , amazonian warrior training , leaves home fight war , discovering full powers true destiny . 
Cleaned Token After Stem =  pilot crash tell conflict outsid world , diana , amazonian warrior train , leav home fight war , discov full power true destini . 
Cleaned Token Before =  
    a meek hobbit from the shire and eight companions set out on a journey to destroy the powerful one ring and save middle-earth from the dark lord sauron.
Cleaned Token After =  meek hobbit shire eight companions set journey destroy powerful one ring save middle-earth dark lord sauron . 
Cleaned Token After Stem =  meek hobbit shire eight companion set journey destroy power one ring save middle-earth dark lord sauron . 
Cleaned Token Before =  
    follows the adventures of monkey d. luffy and his pirate crew in order to find the greatest treasure ever left by the legendary pirate, gold roger. the famous mystery treasure named &#34;one piece&#34;.
Cleaned Token After =  follows adventures monkey d. luffy pirate crew order find greatest treasure ever left legendary pirate , gold roger . famous mystery treasure named `` one piece &#39;&#39; . 
Cleaned Token After Stem =  follow adventur monkey d. luffi pirat crew order find greatest treasur ever left legendari pirat , gold roger . famou mysteri treasur name `` one piec `` . 
Cleaned Token Before =  
    diana bishop, historian and witch, accesses ashmole 782 and knows she must solve its mysteries. she is offered help by the enigmatic matthew clairmont, but he&#39;s a vampire and witches should never trust vampires.
Cleaned Token After =  diana bishop , historian witch , accesses ashmole 782 knows must solve mysteries . offered help enigmatic matthew clairmont , &#39;s vampire witches never trust vampires . 
Cleaned Token After Stem =  diana bishop , historian witch , access ashmol 782 know must solv mysteri . offer help enigmat matthew clairmont , &#39;s vampir witch never trust vampir . 
Cleaned Token Before =  
    an average high school student and his best friend get caught up in some trouble causing him to receive a werewolf bite. as a result they find themselves in the middle of all sorts of dramas in beacon hills.
Cleaned Token After =  average high school student best friend get caught trouble causing receive werewolf bite . result find middle sorts dramas beacon hills . 
Cleaned Token After Stem =  averag high school student best friend get caught troubl caus receiv werewolf bite . result find middl sort drama beacon hill . 
Cleaned Token Before =  
    a band of samurai set out to avenge the death and dishonor of their master at the hands of a ruthless shogun.
Cleaned Token After =  band samurai set avenge death dishonor master hands ruthless shogun . 
Cleaned Token After Stem =  band samurai set aveng death dishonor master hand ruthless shogun . 
Cleaned Token Before =  
    arthur curry, the human-born heir to the underwater kingdom of atlantis, goes on a quest to prevent a war between the worlds of ocean and land.
Cleaned Token After =  arthur curry , human-born heir underwater kingdom atlantis , goes quest prevent war worlds ocean land . 
Cleaned Token After Stem =  arthur curri , human-born heir underwat kingdom atlanti , goe quest prevent war world ocean land . 
Cleaned Token Before =  
    pulp novelist holly martins travels to shadowy, postwar vienna, only to find himself investigating the mysterious death of an old friend, harry lime.
Cleaned Token After =  pulp novelist holly martins travels shadowy , postwar vienna , find investigating mysterious death old friend , harry lime . 
Cleaned Token After Stem =  pulp novelist holli martin travel shadowi , postwar vienna , find investig mysteri death old friend , harri lime . 
Cleaned Token Before =  
    as two couples are visiting niagara falls, tensions between one wife and her husband reach the level of murder.
Cleaned Token After =  two couples visiting niagara falls , tensions one wife husband reach level murder . 
Cleaned Token After Stem =  two coupl visit niagara fall , tension one wife husband reach level murder . 
Cleaned Token Before =  
    a screenwriter develops a dangerous relationship with a faded film star determined to make a triumphant return.
Cleaned Token After =  screenwriter develops dangerous relationship faded film star determined make triumphant return . 
Cleaned Token After Stem =  screenwrit develop danger relationship fade film star determin make triumphant return . 
Cleaned Token Before =  
    a naive 19-year-old widow becomes coarsened and cynical when she is sent to a women&#39;s prison and is exposed to hardened criminals and sadistic guards.
Cleaned Token After =  naive 19-year-old widow becomes coarsened cynical sent women &#39;s prison exposed hardened criminals sadistic guards . 
Cleaned Token After Stem =  naiv 19-year-old widow becom coarsen cynic sent women &#39;s prison expos harden crimin sadist guard . 
Cleaned Token Before =  
    after the nazi administrator of czechoslovakia is shot, his assassin tries to elude the gestapo and struggles with his impulse to give himself up as hostages are executed.
Cleaned Token After =  nazi administrator czechoslovakia shot , assassin tries elude gestapo struggles impulse give hostages executed . 
Cleaned Token After Stem =  nazi administr czechoslovakia shot , assassin tri elud gestapo struggl impuls give hostag execut . 
Cleaned Token Before =  
    a private detective takes on a case that involves him with three eccentric criminals, a gorgeous liar, and their quest for a priceless statuette.
Cleaned Token After =  private detective takes case involves three eccentric criminals , gorgeous liar , quest priceless statuette . 
Cleaned Token After Stem =  privat detect take case involv three eccentr crimin , gorgeou liar , quest priceless statuett . 
Cleaned Token Before =  
    an insurance representative lets himself be talked by a seductive housewife into a murder/insurance fraud scheme that arouses the suspicion of an insurance investigator.
Cleaned Token After =  insurance representative lets talked seductive housewife murder/insurance fraud scheme arouses suspicion insurance investigator . 
Cleaned Token After Stem =  insur repres let talk seduct housewif murder/insur fraud scheme arous suspicion insur investig . 
Cleaned Token Before =  
    a psychopath forces a tennis star to comply with his theory that two strangers can get away with murder.
Cleaned Token After =  psychopath forces tennis star comply theory two strangers get away murder . 
Cleaned Token After Stem =  psychopath forc tenni star compli theori two stranger get away murder . 
Cleaned Token Before =  
    a religious fanatic marries a gullible widow whose young children are reluctant to tell him where their real daddy hid the $10,000 he&#39;d stolen in a robbery.
Cleaned Token After =  religious fanatic marries gullible widow whose young children reluctant tell real daddy hid $ 10,000 &#39;d stolen robbery . 
Cleaned Token After Stem =  religi fanat marri gullibl widow whose young children reluct tell real daddi hid $ 10,000 &#39;d stolen robberi . 
Cleaned Token Before =  
    a stark, perverse story of murder, kidnapping, and police corruption in a mexican border town.
Cleaned Token After =  stark , perverse story murder , kidnapping , police corruption mexican border town . 
Cleaned Token After Stem =  stark , pervers stori murder , kidnap , polic corrupt mexican border town . 
Cleaned Token Before =  
    the rise and fall of a corrupt politician, who makes his friends richer and retains power by dint of a populist appeal.
Cleaned Token After =  rise fall corrupt politician , makes friends richer retains power dint populist appeal . 
Cleaned Token After Stem =  rise fall corrupt politician , make friend richer retain power dint populist appeal . 
Cleaned Token Before =  
    a woman is asked to spy on a group of nazi friends in south america. how far will she have to go to ingratiate herself with them?
Cleaned Token After =  woman asked spy group nazi friends south america . far go ingratiate ? 
Cleaned Token After Stem =  woman ask spi group nazi friend south america . far go ingrati ? 
Cleaned Token Before =  
    in 1903, a doctor suspects murder in the gothic bederaux family.
Cleaned Token After =  1903 , doctor suspects murder gothic bederaux family . 
Cleaned Token After Stem =  1903 , doctor suspect murder gothic bederaux famili . 
Cleaned Token Before =  
    crook johnny clay assembles a five man team to plan and execute a daring race-track robbery.
Cleaned Token After =  crook johnny clay assembles five man team plan execute daring race-track robbery . 
Cleaned Token After Stem =  crook johnni clay assembl five man team plan execut dare race-track robberi . 
Cleaned Token Before =  
    an ex-sportswriter is hired by a shady fight promoter to promote his latest find, an unknown but easily exploitable rising star from argentina.
Cleaned Token After =  ex-sportswriter hired shady fight promoter promote latest find , unknown easily exploitable rising star argentina . 
Cleaned Token After Stem =  ex-sportswrit hire shadi fight promot promot latest find , unknown easili exploit rise star argentina . 
Cleaned Token Before =  
    during world war ii, american expatriate harry morgan helps transport a french resistance leader and his beautiful wife to martinique while romancing a sensuous lounge singer.
Cleaned Token After =  world war ii , american expatriate harry morgan helps transport french resistance leader beautiful wife martinique romancing sensuous lounge singer . 
Cleaned Token After Stem =  world war ii , american expatri harri morgan help transport french resist leader beauti wife martiniqu romanc sensuou loung singer . 
Cleaned Token Before =  
    a man is murdered, apparently by one of a group of demobilized soldiers he met in a bar. but which one? and why?
Cleaned Token After =  man murdered , apparently one group demobilized soldiers met bar . one ? ? 
Cleaned Token After Stem =  man murder , appar one group demobil soldier met bar . one ? ? 
Cleaned Token Before =  
    private detective philip marlowe is hired by a wealthy family. before the complex case is over, he&#39;s seen murder, blackmail, and what might be love.
Cleaned Token After =  private detective philip marlowe hired wealthy family . complex case , &#39;s seen murder , blackmail , might love . 
Cleaned Token After Stem =  privat detect philip marlow hire wealthi famili . complex case , &#39;s seen murder , blackmail , might love . 
Cleaned Token Before =  
    a hard-working mother inches towards disaster as she divorces her husband and starts a successful restaurant business to support her spoiled daughter.
Cleaned Token After =  hard-working mother inches towards disaster divorces husband starts successful restaurant business support spoiled daughter . 
Cleaned Token After Stem =  hard-work mother inch toward disast divorc husband start success restaur busi support spoil daughter . 
Cleaned Token Before =  
    a small-time gambler hired to work in a buenos aires casino discovers his employer&#39;s new wife is his former lover.
Cleaned Token After =  small-time gambler hired work buenos aires casino discovers employer &#39;s new wife former lover . 
Cleaned Token After Stem =  small-tim gambler hire work bueno air casino discov employ &#39;s new wife former lover . 
Cleaned Token Before =  
    a psychiatrist protects the identity of an amnesia patient accused of murder while attempting to recover his memory.
Cleaned Token After =  psychiatrist protects identity amnesia patient accused murder attempting recover memory . 
Cleaned Token After Stem =  psychiatrist protect ident amnesia patient accus murder attempt recov memori . 
Cleaned Token Before =  
    an embittered, vengeful pow stalks his former commanding officer who betrayed his men&#39;s planned escape attempt from a nazi prison camp.
Cleaned Token After =  embittered , vengeful pow stalks former commanding officer betrayed men &#39;s planned escape attempt nazi prison camp . 
Cleaned Token After Stem =  embitt , veng pow stalk former command offic betray men &#39;s plan escap attempt nazi prison camp . 
Cleaned Token Before =  
    a young girl, overjoyed when her favorite uncle comes to visit the family, slowly begins to suspect that he is in fact the &#34;merry widow&#34; killer sought by the authorities.
Cleaned Token After =  young girl , overjoyed favorite uncle comes visit family , slowly begins suspect fact `` merry widow &#39;&#39; killer sought authorities . 
Cleaned Token After Stem =  young girl , overjoy favorit uncl come visit famili , slowli begin suspect fact `` merri widow `` killer sought author . 
Cleaned Token Before =  
    when a wrongly accused prisoner barely survives a lynch mob attack and is presumed dead, he vindictively decides to fake his death and frame the mob for his supposed murder.
Cleaned Token After =  wrongly accused prisoner barely survives lynch mob attack presumed dead , vindictively decides fake death frame mob supposed murder . 
Cleaned Token After Stem =  wrongli accus prison bare surviv lynch mob attack presum dead , vindict decid fake death frame mob suppos murder . 
Cleaned Token Before =  
    after being dumped by his girlfriend, an airline pilot pursues a babysitter in his hotel and gradually realizes she&#39;s dangerous.
Cleaned Token After =  dumped girlfriend , airline pilot pursues babysitter hotel gradually realizes &#39;s dangerous . 
Cleaned Token After Stem =  dump girlfriend , airlin pilot pursu babysitt hotel gradual realiz &#39;s danger . 
Cleaned Token Before =  
    an ambitious and nearly insane violent gangster climbs the ladder of success in the mob, but his weaknesses prove to be his downfall.
Cleaned Token After =  ambitious nearly insane violent gangster climbs ladder success mob , weaknesses prove downfall . 
Cleaned Token After Stem =  ambiti nearli insan violent gangster climb ladder success mob , weak prove downfal . 
Cleaned Token Before =  
    a police detective falls in love with the woman whose murder he is investigating.
Cleaned Token After =  police detective falls love woman whose murder investigating . 
Cleaned Token After Stem =  polic detect fall love woman whose murder investig . 
Cleaned Token Before =  
    a shy young heiress marries a charming gentleman, and soon begins to suspect he is planning to murder her.
Cleaned Token After =  shy young heiress marries charming gentleman , soon begins suspect planning murder . 
Cleaned Token After Stem =  shi young heiress marri charm gentleman , soon begin suspect plan murder . 
Cleaned Token Before =  
    four vets attending college on the gi bill and a cabaret singer try to rob a reno casino and pull off the perfect crime.
Cleaned Token After =  four vets attending college gi bill cabaret singer try rob reno casino pull perfect crime . 
Cleaned Token After Stem =  four vet attend colleg gi bill cabaret singer tri rob reno casino pull perfect crime . 
Cleaned Token Before =  
    a potentially violent screenwriter is a murder suspect until his lovely neighbor clears him. however, she soon starts to have her doubts.
Cleaned Token After =  potentially violent screenwriter murder suspect lovely neighbor clears . however , soon starts doubts . 
Cleaned Token After Stem =  potenti violent screenwrit murder suspect love neighbor clear . howev , soon start doubt . 
Cleaned Token Before =  
    hit men kill an unresisting victim, and investigator reardon uncovers his past involvement with beautiful, deadly kitty collins.
Cleaned Token After =  hit men kill unresisting victim , investigator reardon uncovers past involvement beautiful , deadly kitty collins . 
Cleaned Token After Stem =  hit men kill unresist victim , investig reardon uncov past involv beauti , deadli kitti collin . 
Cleaned Token Before =  
    a private eye escapes his past to run a gas station in a small town, but his past catches up with him. now he must return to the big city world of danger, corruption, double crosses and duplicitous dames.
Cleaned Token After =  private eye escapes past run gas station small town , past catches . must return big city world danger , corruption , double crosses duplicitous dames . 
Cleaned Token After Stem =  privat eye escap past run ga station small town , past catch . must return big citi world danger , corrupt , doubl cross duplicit dame . 
Cleaned Token Before =  
    after years in prison, max promises revenge on his brothers for their betrayal. his lover irene and memories of his past yield him a broader perspective.
Cleaned Token After =  years prison , max promises revenge brothers betrayal . lover irene memories past yield broader perspective . 
Cleaned Token After Stem =  year prison , max promis reveng brother betray . lover iren memori past yield broader perspect . 
Cleaned Token Before =  
    in 1940, an american former republican prisoner during the spanish civil war, john mckittrick, is determined to find the killer of nypd lieutenant louie lepetino, who had helped him escape.
Cleaned Token After =  1940 , american former republican prisoner spanish civil war , john mckittrick , determined find killer nypd lieutenant louie lepetino , helped escape . 
Cleaned Token After Stem =  1940 , american former republican prison spanish civil war , john mckittrick , determin find killer nypd lieuten louie lepetino , help escap . 
Cleaned Token Before =  
    a frustrated former big-city journalist now stuck working for an albuquerque newspaper exploits a story about a man trapped in a cave to rekindle his career, but the situation quickly escalates into an out-of-control circus.
Cleaned Token After =  frustrated former big-city journalist stuck working albuquerque newspaper exploits story man trapped cave rekindle career , situation quickly escalates out-of-control circus . 
Cleaned Token After Stem =  frustrat former big-citi journalist stuck work albuquerqu newspap exploit stori man trap cave rekindl career , situat quickli escal out-of-control circu . 
Cleaned Token Before =  
    fascinated by gorgeous mrs. bannister, seaman michael o&#39;hara joins a bizarre yachting cruise, and ends up mired in a complex murder plot.
Cleaned Token After =  fascinated gorgeous mrs. bannister , seaman michael o&#39;hara joins bizarre yachting cruise , ends mired complex murder plot . 
Cleaned Token After Stem =  fascin gorgeou mrs. bannist , seaman michael o&#39;hara join bizarr yacht cruis , end mire complex murder plot . 
Cleaned Token Before =  
    a man visits his war buddy&#39;s family hotel and finds a gangster running things. as a hurricane approaches, the two end up confronting each other.
Cleaned Token After =  man visits war buddy &#39;s family hotel finds gangster running things . hurricane approaches , two end confronting . 
Cleaned Token After Stem =  man visit war buddi &#39;s famili hotel find gangster run thing . hurrican approach , two end confront . 
Cleaned Token Before =  
    an investigator from the war crimes commission travels to connecticut to find an infamous nazi.
Cleaned Token After =  investigator war crimes commission travels connecticut find infamous nazi . 
Cleaned Token After Stem =  investig war crime commiss travel connecticut find infam nazi . 
Cleaned Token Before =  
    a married woman and a drifter fall in love, then plot to murder her husband.
Cleaned Token After =  married woman drifter fall love , plot murder husband . 
Cleaned Token After Stem =  marri woman drifter fall love , plot murder husband . 
Cleaned Token Before =  
    a mystery writer becomes involved in a tangled web of murderous deception not unlike the plots of her novels.
Cleaned Token After =  mystery writer becomes involved tangled web murderous deception unlike plots novels . 
Cleaned Token After Stem =  mysteri writer becom involv tangl web murder decept unlik plot novel . 
Cleaned Token Before =  
    a writer falls in love with a young socialite and they&#39;re soon married. but her obsessive love for him threatens to be the undoing of them both, and everyone else around them.
Cleaned Token After =  writer falls love young socialite &#39;re soon married . obsessive love threatens undoing , everyone else around . 
Cleaned Token After Stem =  writer fall love young socialit &#39;re soon marri . obsess love threaten undo , everyon els around . 
Cleaned Token Before =  
    a doomed female hitchhiker pulls mike hammer into a deadly whirlpool of intrigue, revolving around a mysterious &#34;great whatsit&#34;.
Cleaned Token After =  doomed female hitchhiker pulls mike hammer deadly whirlpool intrigue , revolving around mysterious `` great whatsit &#39;&#39; . 
Cleaned Token After Stem =  doom femal hitchhik pull mike hammer deadli whirlpool intrigu , revolv around mysteri `` great whatsit `` . 
Cleaned Token Before =  
    powerful but unethical broadway columnist j.j. hunsecker coerces unscrupulous press agent sidney falco into breaking up his sister&#39;s romance with a jazz musician.
Cleaned Token After =  powerful unethical broadway columnist j.j. hunsecker coerces unscrupulous press agent sidney falco breaking sister &#39;s romance jazz musician . 
Cleaned Token After Stem =  power uneth broadway columnist j.j. hunseck coerc unscrupul press agent sidney falco break sister &#39;s romanc jazz musician . 
Cleaned Token Before =  
    tough cop dave bannion takes on a politically powerful crime syndicate.
Cleaned Token After =  tough cop dave bannion takes politically powerful crime syndicate . 
Cleaned Token After Stem =  tough cop dave bannion take polit power crime syndic . 
Cleaned Token Before =  
    chance events trap hitchhiking nightclub pianist al roberts in a tightening net of death, deception and blackmail.
Cleaned Token After =  chance events trap hitchhiking nightclub pianist al roberts tightening net death , deception blackmail . 
Cleaned Token After Stem =  chanc event trap hitchhik nightclub pianist al robert tighten net death , decept blackmail . 
Cleaned Token Before =  
    a conservative middle aged professor engages in a relationship with a femme fatale, he&#39;s plunged into a nightmarish world of blackmail and murder.
Cleaned Token After =  conservative middle aged professor engages relationship femme fatale , &#39;s plunged nightmarish world blackmail murder . 
Cleaned Token After Stem =  conserv middl age professor engag relationship femm fatal , &#39;s plung nightmarish world blackmail murder . 
Cleaned Token Before =  
    the desperate life of a chronic alcoholic is followed through a four-day drinking bout.
Cleaned Token After =  desperate life chronic alcoholic followed four-day drinking bout . 
Cleaned Token After Stem =  desper life chronic alcohol follow four-day drink bout . 
Cleaned Token Before =  
    a prostitute, sentenced to death for murder, pleads her innocence.
Cleaned Token After =  prostitute , sentenced death murder , pleads innocence . 
Cleaned Token After Stem =  prostitut , sentenc death murder , plead innoc . 
Cleaned Token Before =  
    a major heist goes off as planned, but then double crosses, bad luck and solid police work cause everything to unravel.
Cleaned Token After =  major heist goes planned , double crosses , bad luck solid police work cause everything unravel . 
Cleaned Token After Stem =  major heist goe plan , doubl cross , bad luck solid polic work caus everyth unravel . 
Cleaned Token Before =  
    rough city cop jim wilson is disciplined by his captain and is sent upstate, to a snowy mountain town, to help the local sheriff solve a murder case.
Cleaned Token After =  rough city cop jim wilson disciplined captain sent upstate , snowy mountain town , help local sheriff solve murder case . 
Cleaned Token After Stem =  rough citi cop jim wilson disciplin captain sent upstat , snowi mountain town , help local sheriff solv murder case . 
Cleaned Token Before =  
    follows the political rivalries and romance of queen elizabeth ii&#39;s reign and the events that shaped the second half of the twentieth century.
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Cleaned Token After Stem =  follow polit rivalri romanc queen elizabeth ii &#39;s reign event shape second half twentieth centuri . 
Cleaned Token Before =  
    vikings transports us to the brutal and mysterious world of ragnar lothbrok, a viking warrior and farmer who yearns to explore - and raid - the distant shores across the ocean.
Cleaned Token After =  vikings transports us brutal mysterious world ragnar lothbrok , viking warrior farmer yearns explore - raid - distant shores across ocean . 
Cleaned Token After Stem =  vike transport us brutal mysteri world ragnar lothbrok , vike warrior farmer yearn explor - raid - distant shore across ocean . 
Cleaned Token Before =  
    the story of 7 people on trial stemming from various charges surrounding the uprising at the 1968 democratic national convention in chicago, illinois.
Cleaned Token After =  story 7 people trial stemming various charges surrounding uprising 1968 democratic national convention chicago , illinois . 
Cleaned Token After Stem =  stori 7 peopl trial stem variou charg surround upris 1968 democrat nation convent chicago , illinoi . 
Cleaned Token Before =  
    in april 1986, an explosion at the chernobyl nuclear power plant in the union of soviet socialist republics becomes one of the world&#39;s worst man-made catastrophes.
Cleaned Token After =  april 1986 , explosion chernobyl nuclear power plant union soviet socialist republics becomes one world &#39;s worst man-made catastrophes . 
Cleaned Token After Stem =  april 1986 , explos chernobyl nuclear power plant union soviet socialist republ becom one world &#39;s worst man-mad catastroph . 
Cleaned Token Before =  
    a charismatic fisherman drowning in debt. a troubled woman wrestling with real demons. a young tax collector ostracized by society. a religious leader questioning his faith tradition.
Cleaned Token After =  charismatic fisherman drowning debt . troubled woman wrestling real demons . young tax collector ostracized society . religious leader questioning faith tradition . 
Cleaned Token After Stem =  charismat fisherman drown debt . troubl woman wrestl real demon . young tax collector ostrac societi . religi leader question faith tradit . 
Cleaned Token Before =  
    bill o&#39;neal infiltrates the black panther party per fbi agent mitchell and j. edgar hoover. as party chairman fred hampton ascends, falling for a fellow revolutionary en route, a battle wages for o&#39;neal&#39;s soul.
Cleaned Token After =  bill o&#39;neal infiltrates black panther party per fbi agent mitchell j. edgar hoover . party chairman fred hampton ascends , falling fellow revolutionary en route , battle wages o&#39;neal &#39;s soul . 
Cleaned Token After Stem =  bill o&#39;neal infiltr black panther parti per fbi agent mitchel j. edgar hoover . parti chairman fred hampton ascend , fall fellow revolutionari en rout , battl wage o&#39;neal &#39;s soul . 
Cleaned Token Before =  
    as alfred the great defends his kingdom from norse invaders, uhtred - born a saxon but raised by vikings - seeks to claim his ancestral birthright.
Cleaned Token After =  alfred great defends kingdom norse invaders , uhtred - born saxon raised vikings - seeks claim ancestral birthright . 
Cleaned Token After Stem =  alfr great defend kingdom nors invad , uhtr - born saxon rais vike - seek claim ancestr birthright . 
Cleaned Token Before =  
    the story of crown princess märtha, who fought for her country and her marriage during the tragic events of world war ii.
Cleaned Token After =  story crown princess märtha , fought country marriage tragic events world war ii . 
Cleaned Token After Stem =  stori crown princess märtha , fought countri marriag tragic event world war ii . 
Cleaned Token Before =  
    supernatural, semihistorical, horror anthology series, where each season is inspired by a different infamous or mysterious real life historical tragedy.
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Cleaned Token After Stem =  supernatur , semihistor , horror antholog seri , season inspir differ infam mysteri real life histor tragedi . 
Cleaned Token Before =  
    an archaeologist embarks on the historically important excavation of sutton hoo in 1938.
Cleaned Token After =  archaeologist embarks historically important excavation sutton hoo 1938 . 
Cleaned Token After Stem =  archaeologist embark histor import excav sutton hoo 1938 . 
Cleaned Token Before =  
    the story of easy company of the u.s. army 101st airborne division, and their mission in world war ii europe, from operation overlord, through v-j day.
Cleaned Token After =  story easy company u.s. army 101st airborne division , mission world war ii europe , operation overlord , v-j day . 
Cleaned Token After Stem =  stori easi compani u.s. armi 101st airborn divis , mission world war ii europ , oper overlord , v-j day . 
Cleaned Token Before =  
    the life of spartacus, the gladiator who lead a rebellion against the romans. from his time as an ally of the romans, to his betrayal and becoming a gladiator, to the rebellion he leads and its ultimate outcome.
Cleaned Token After =  life spartacus , gladiator lead rebellion romans . time ally romans , betrayal becoming gladiator , rebellion leads ultimate outcome . 
Cleaned Token After Stem =  life spartacu , gladiat lead rebellion roman . time alli roman , betray becom gladiat , rebellion lead ultim outcom . 
Cleaned Token Before =  
    in german-occupied poland during world war ii, industrialist oskar schindler gradually becomes concerned for his jewish workforce after witnessing their persecution by the nazis.
Cleaned Token After =  german-occupied poland world war ii , industrialist oskar schindler gradually becomes concerned jewish workforce witnessing persecution nazis . 
Cleaned Token After Stem =  german-occupi poland world war ii , industrialist oskar schindler gradual becom concern jewish workforc wit persecut nazi . 
Cleaned Token Before =  
    after a jewish prince is betrayed and sent into slavery by a roman friend, he regains his freedom and comes back for revenge.
Cleaned Token After =  jewish prince betrayed sent slavery roman friend , regains freedom comes back revenge . 
Cleaned Token After Stem =  jewish princ betray sent slaveri roman friend , regain freedom come back reveng . 
Cleaned Token Before =  
    during the tong wars in the late 1800s, ah sahm, a martial arts prodigy from china, immigrates to san francisco and becomes a hatchet man for the most powerful tong in chinatown.
Cleaned Token After =  tong wars late 1800s , ah sahm , martial arts prodigy china , immigrates san francisco becomes hatchet man powerful tong chinatown . 
Cleaned Token After Stem =  tong war late 1800 , ah sahm , martial art prodigi china , immigr san francisco becom hatchet man power tong chinatown . 
Cleaned Token Before =  
    in 33 ad, a roman tribune in judea is tasked to find the missing body of jesus christ, who rose from the dead.
Cleaned Token After =  33 ad , roman tribune judea tasked find missing body jesus christ , rose dead . 
Cleaned Token After Stem =  33 ad , roman tribun judea task find miss bodi jesu christ , rose dead . 
Cleaned Token Before =  
    march 18, 1990, 13 works of art were stolen from the isabella stewart gardner museum in boston. guards admitted two men posing as police officers responding to a disturbance call, and the thieves tied the guards up and looted the museum.
Cleaned Token After =  march 18 , 1990 , 13 works art stolen isabella stewart gardner museum boston . guards admitted two men posing police officers responding disturbance call , thieves tied guards looted museum . 
Cleaned Token After Stem =  march 18 , 1990 , 13 work art stolen isabella stewart gardner museum boston . guard admit two men pose polic offic respond disturb call , thiev tie guard loot museum . 
Cleaned Token Before =  
    the real life of one of america&#39;s foremost founding fathers and first secretary of the treasury, alexander hamilton. captured live on broadway from the richard rodgers theater with the original broadway cast.
Cleaned Token After =  real life one america &#39;s foremost founding fathers first secretary treasury , alexander hamilton . captured live broadway richard rodgers theater original broadway cast . 
Cleaned Token After Stem =  real life one america &#39;s foremost found father first secretari treasuri , alexand hamilton . captur live broadway richard rodger theater origin broadway cast . 
Cleaned Token Before =  
    an all-star, large scale epic movie that chronicles the life and ministry of jesus christ.
Cleaned Token After =  all-star , large scale epic movie chronicles life ministry jesus christ . 
Cleaned Token After Stem =  all-star , larg scale epic movi chronicl life ministri jesu christ . 
Cleaned Token Before =  
    the path to the new world, an unsettling and intricate story of genocides. conquest, slavery and the fabrication of &#34;whiteness&#34;.
Cleaned Token After =  path new world , unsettling intricate story genocides . conquest , slavery fabrication `` whiteness &#39;&#39; . 
Cleaned Token After Stem =  path new world , unsettl intric stori genocid . conquest , slaveri fabric `` white `` . 
Cleaned Token Before =  
    an atlantic city politician plays both sides of the law by conspiring with gangsters during the prohibition era.
Cleaned Token After =  atlantic city politician plays sides law conspiring gangsters prohibition era . 
Cleaned Token After Stem =  atlant citi politician play side law conspir gangster prohibit era . 
Cleaned Token Before =  
    a chronicle of four friends during a decade in which everything changed, including the rise of aids.
Cleaned Token After =  chronicle four friends decade everything changed , including rise aids . 
Cleaned Token After Stem =  chronicl four friend decad everyth chang , includ rise aid . 
Cleaned Token Before =  
    chronicles the lives of a group of midwives living in east london in the late-1950s to mid-1960s.
Cleaned Token After =  chronicles lives group midwives living east london late-1950s mid-1960s . 
Cleaned Token After Stem =  chronicl live group midwiv live east london late-1950 mid-1960 . 
Cleaned Token Before =  
    an adaptation of homer&#39;s great epic, the film follows the assault on troy by the united greek forces and chronicles the fates of the men involved.
Cleaned Token After =  adaptation homer &#39;s great epic , film follows assault troy united greek forces chronicles fates men involved . 
Cleaned Token After Stem =  adapt homer &#39;s great epic , film follow assault troy unit greek forc chronicl fate men involv . 
Cleaned Token Before =  
    world war ii american army medic desmond t. doss, who served during the battle of okinawa, refuses to kill people, and becomes the first man in american history to receive the medal of honor without firing a shot.
Cleaned Token After =  world war ii american army medic desmond t. doss , served battle okinawa , refuses kill people , becomes first man american history receive medal honor without firing shot . 
Cleaned Token After Stem =  world war ii american armi medic desmond t. doss , serv battl okinawa , refus kill peopl , becom first man american histori receiv medal honor without fire shot . 
Cleaned Token Before =  
    allied soldiers from belgium, the british empire, and france are surrounded by the german army and evacuated during a fierce battle in world war ii.
Cleaned Token After =  allied soldiers belgium , british empire , france surrounded german army evacuated fierce battle world war ii . 
Cleaned Token After Stem =  alli soldier belgium , british empir , franc surround german armi evacu fierc battl world war ii . 
Cleaned Token Before =  
    scottish warrior william wallace leads his countrymen in a rebellion to free his homeland from the tyranny of king edward i of england.
Cleaned Token After =  scottish warrior william wallace leads countrymen rebellion free homeland tyranny king edward england . 
Cleaned Token After Stem =  scottish warrior william wallac lead countrymen rebellion free homeland tyranni king edward england . 
Cleaned Token Before =  
    a successful lawman&#39;s plans to retire anonymously in tombstone, arizona are disrupted by the kind of outlaws he was famous for eliminating.
Cleaned Token After =  successful lawman &#39;s plans retire anonymously tombstone , arizona disrupted kind outlaws famous eliminating . 
Cleaned Token After Stem =  success lawman &#39;s plan retir anonym tombston , arizona disrupt kind outlaw famou elimin . 
Cleaned Token Before =  
    dr. bernard nathanson and dr. mildred jefferson square off in a national battle in this untold conspiracy that led to the most famous and controversial court case in history.
Cleaned Token After =  dr. bernard nathanson dr. mildred jefferson square national battle untold conspiracy led famous controversial court case history . 
Cleaned Token After Stem =  dr. bernard nathanson dr. mildr jefferson squar nation battl untold conspiraci led famou controversi court case histori . 
Cleaned Token Before =  
    the death of marcus aurelius leads to a succession crisis, in which the deceased emperor&#39;s son, commodus, demonstrates that he is unwilling to let anything undermine his claim to the roman empire.
Cleaned Token After =  death marcus aurelius leads succession crisis , deceased emperor &#39;s son , commodus , demonstrates unwilling let anything undermine claim roman empire . 
Cleaned Token After Stem =  death marcu aureliu lead success crisi , deceas emperor &#39;s son , commodu , demonstr unwil let anyth undermin claim roman empir . 
Cleaned Token Before =  
    a royal woman living in rural russia during the 18th century is forced to choose between her own personal happiness and the future of russia, when she marries an emperor.
Cleaned Token After =  royal woman living rural russia 18th century forced choose personal happiness future russia , marries emperor . 
Cleaned Token After Stem =  royal woman live rural russia 18th centuri forc choos person happi futur russia , marri emperor . 
Cleaned Token Before =  
    a dramatic series about the reign and marriages of king henry viii.
Cleaned Token After =  dramatic series reign marriages king henry viii . 
Cleaned Token After Stem =  dramat seri reign marriag king henri viii . 
Cleaned Token Before =  
    the story of joan stanley, who was exposed as the k.g.b.&#39;s longest-serving british spy.
Cleaned Token After =  story joan stanley , exposed k.g.b . &#39;s longest-serving british spy . 
Cleaned Token After Stem =  stori joan stanley , expos k.g.b . &#39;s longest-serv british spi . 
Cleaned Token Before =  
    beginning before the nativity and extending through the crucifixion and resurrection, this mini-series brings to life all of the sweeping drama in the life of jesus, as told by the gospels.
Cleaned Token After =  beginning nativity extending crucifixion resurrection , mini-series brings life sweeping drama life jesus , told gospels . 
Cleaned Token After Stem =  begin nativ extend crucifixion resurrect , mini-seri bring life sweep drama life jesu , told gospel . 
Cleaned Token Before =  
    a frontiersman on a fur trading expedition in the 1820s fights for survival after being mauled by a bear and left for dead by members of his own hunting team.
Cleaned Token After =  frontiersman fur trading expedition 1820s fights survival mauled bear left dead members hunting team . 
Cleaned Token After Stem =  frontiersman fur trade expedit 1820 fight surviv maul bear left dead member hunt team . 
Cleaned Token Before =  
    in 2006-2007 a group of investors bet against the us mortgage market. in their research they discover how flawed and corrupt the market is.
Cleaned Token After =  2006-2007 group investors bet us mortgage market . research discover flawed corrupt market . 
Cleaned Token After Stem =  2006-2007 group investor bet us mortgag market . research discov flaw corrupt market . 
Cleaned Token Before =  
    ross poldark returns home after american revolutionary war and rebuilds his life with a new business venture, making new enemies and finding a new love where he least expects it.
Cleaned Token After =  ross poldark returns home american revolutionary war rebuilds life new business venture , making new enemies finding new love least expects . 
Cleaned Token After Stem =  ross poldark return home american revolutionari war rebuild life new busi ventur , make new enemi find new love least expect . 
Cleaned Token Before =  
    a show set in the late 1800s, revolving around the characters of deadwood, south dakota; a town of deep corruption and crime.
Cleaned Token After =  show set late 1800s , revolving around characters deadwood , south dakota ; town deep corruption crime . 
Cleaned Token After Stem =  show set late 1800 , revolv around charact deadwood , south dakota ; town deep corrupt crime . 
Cleaned Token Before =  
    the rap group nwa emerges from the mean streets of compton in los angeles, california, in the mid-1980s and revolutionizes hip hop culture with their music and tales about life in the hood.
Cleaned Token After =  rap group nwa emerges mean streets compton los angeles , california , mid-1980s revolutionizes hip hop culture music tales life hood . 
Cleaned Token After Stem =  rap group nwa emerg mean street compton lo angel , california , mid-1980 revolution hip hop cultur music tale life hood . 
Cleaned Token Before =  
    a down-to-earth account of the lives of both illustrious and ordinary romans set in the last days of the roman republic.
Cleaned Token After =  down-to-earth account lives illustrious ordinary romans set last days roman republic . 
Cleaned Token After Stem =  down-to-earth account live illustri ordinari roman set last day roman republ . 
Cleaned Token Before =  
    the life stories of history&#39;s greatest minds. from their days as young adults to their final years we see their discoveries, loves, relationships, causes, flaws and genius.
Cleaned Token After =  life stories history &#39;s greatest minds . days young adults final years see discoveries , loves , relationships , causes , flaws genius . 
Cleaned Token After Stem =  life stori histori &#39;s greatest mind . day young adult final year see discoveri , love , relationship , caus , flaw geniu . 
Cleaned Token Before =  
    the story of the battle of midway, told by the leaders and the sailors who fought it.
Cleaned Token After =  story battle midway , told leaders sailors fought . 
Cleaned Token After Stem =  stori battl midway , told leader sailor fought . 
Cleaned Token Before =  
    several months after the u.s. entry into world war ii, an inexperienced u.s. navy commander must lead an allied convoy being stalked by a german submarine wolf pack.
Cleaned Token After =  several months u.s. entry world war ii , inexperienced u.s. navy commander must lead allied convoy stalked german submarine wolf pack . 
Cleaned Token After Stem =  sever month u.s. entri world war ii , inexperienc u.s. navi command must lead alli convoy stalk german submarin wolf pack . 
Cleaned Token Before =  
    hal, wayward prince and heir to the english throne, is crowned king henry v after his tyrannical father dies. now the young king must navigate palace politics, the war his father left behind, and the emotional strings of his past life.
Cleaned Token After =  hal , wayward prince heir english throne , crowned king henry v tyrannical father dies . young king must navigate palace politics , war father left behind , emotional strings past life . 
Cleaned Token After Stem =  hal , wayward princ heir english throne , crown king henri v tyrann father die . young king must navig palac polit , war father left behind , emot string past life . 
Cleaned Token Before =  
    the real-life pirates of the caribbean violently plunder, stealing and form a surprisingly egalitarian republic in this documentary series.
Cleaned Token After =  real-life pirates caribbean violently plunder , stealing form surprisingly egalitarian republic documentary series . 
Cleaned Token After Stem =  real-lif pirat caribbean violent plunder , steal form surprisingli egalitarian republ documentari seri . 
Cleaned Token Before =  
    the story of a team of female african-american mathematicians who served a vital role in nasa during the early years of the u.s. space program.
Cleaned Token After =  story team female african-american mathematicians served vital role nasa early years u.s. space program . 
Cleaned Token After Stem =  stori team femal african-american mathematician serv vital role nasa earli year u.s. space program . 
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    the early life of queen victoria, from her ascension to the throne at the tender age of eighteen to her courtship and marriage to prince albert.
Cleaned Token After =  early life queen victoria , ascension throne tender age eighteen courtship marriage prince albert . 
Cleaned Token After Stem =  earli life queen victoria , ascens throne tender age eighteen courtship marriag princ albert . 
Cleaned Token Before =  
    in 19th-century france, jean valjean, who for decades has been hunted by the ruthless policeman javert after breaking parole, agrees to care for a factory worker&#39;s daughter. the decision changes their lives forever.
Cleaned Token After =  19th-century france , jean valjean , decades hunted ruthless policeman javert breaking parole , agrees care factory worker &#39;s daughter . decision changes lives forever . 
Cleaned Token After Stem =  19th-centuri franc , jean valjean , decad hunt ruthless policeman javert break parol , agre care factori worker &#39;s daughter . decis chang live forev . 
Cleaned Token Before =  
    the heroic story of ertugrul ghazi, the father of osman (uthman) who founded the ottoman empire.
Cleaned Token After =  heroic story ertugrul ghazi , father osman ( uthman ) founded ottoman empire . 
Cleaned Token After Stem =  heroic stori ertugrul ghazi , father osman ( uthman ) found ottoman empir . 
Cleaned Token Before =  
    details the graphic and shocking but undeniably tragic story of rome&#39;s most infamous caesar, gaius germanicus caligula.
Cleaned Token After =  details graphic shocking undeniably tragic story rome &#39;s infamous caesar , gaius germanicus caligula . 
Cleaned Token After Stem =  detail graphic shock undeni tragic stori rome &#39;s infam caesar , gaiu germanicu caligula . 
Cleaned Token Before =  
    sheriff deputy rick grimes wakes up from a coma to learn the world is in ruins and must lead a group of survivors to stay alive.
Cleaned Token After =  sheriff deputy rick grimes wakes coma learn world ruins must lead group survivors stay alive . 
Cleaned Token After Stem =  sheriff deputi rick grime wake coma learn world ruin must lead group survivor stay aliv . 
Cleaned Token Before =  
    an adult animated series based on the skybound/image comic about a teenager whose father is the most powerful superhero on the planet.
Cleaned Token After =  adult animated series based skybound/image comic teenager whose father powerful superhero planet . 
Cleaned Token After Stem =  adult anim seri base skybound/imag comic teenag whose father power superhero planet . 
Cleaned Token Before =  
    a black family moves to an all-white los angeles neighborhood where malevolent forces, next door and otherworldly, threaten to taunt, ravage and destroy them.
Cleaned Token After =  black family moves all-white los angeles neighborhood malevolent forces , next door otherworldly , threaten taunt , ravage destroy . 
Cleaned Token After Stem =  black famili move all-whit lo angel neighborhood malevol forc , next door otherworldli , threaten taunt , ravag destroy . 
Cleaned Token Before =  
    after his hometown is destroyed and his mother is killed, young eren jaeger vows to cleanse the earth of the giant humanoid titans that have brought humanity to the brink of extinction.
Cleaned Token After =  hometown destroyed mother killed , young eren jaeger vows cleanse earth giant humanoid titans brought humanity brink extinction . 
Cleaned Token After Stem =  hometown destroy mother kill , young eren jaeger vow cleans earth giant humanoid titan brought human brink extinct . 
Cleaned Token Before =  
    a 16 year-old girl returns home from camp and learns that her mother has a new boyfriend, one she intends to marry; a man whose charm, intelligence and beauty make him look like he&#39;s not human at all.
Cleaned Token After =  16 year-old girl returns home camp learns mother new boyfriend , one intends marry ; man whose charm , intelligence beauty make look like &#39;s human . 
Cleaned Token After Stem =  16 year-old girl return home camp learn mother new boyfriend , one intend marri ; man whose charm , intellig beauti make look like &#39;s human . 
Cleaned Token Before =  
    when a young boy disappears, his mother, a police chief and his friends must confront terrifying supernatural forces in order to get him back.
Cleaned Token After =  young boy disappears , mother , police chief friends must confront terrifying supernatural forces order get back . 
Cleaned Token After Stem =  young boy disappear , mother , polic chief friend must confront terrifi supernatur forc order get back . 
Cleaned Token Before =  
    two brothers follow their father&#39;s footsteps as hunters, fighting evil supernatural beings of many kinds, including monsters, demons and gods that roam the earth.
Cleaned Token After =  two brothers follow father &#39;s footsteps hunters , fighting evil supernatural beings many kinds , including monsters , demons gods roam earth . 
Cleaned Token After Stem =  two brother follow father &#39;s footstep hunter , fight evil supernatur be mani kind , includ monster , demon god roam earth . 
Cleaned Token Before =  
    a hearing-impaired girl is visited by the virgin mary and can suddenly hear, speak, and heal the sick. as people flock to witness her miracles, terrifying events unfold. are they the work of the virgin mary or something much more sinister?
Cleaned Token After =  hearing-impaired girl visited virgin mary suddenly hear , speak , heal sick . people flock witness miracles , terrifying events unfold . work virgin mary something much sinister ? 
Cleaned Token After Stem =  hearing-impair girl visit virgin mari suddenli hear , speak , heal sick . peopl flock wit miracl , terrifi event unfold . work virgin mari someth much sinist ? 
Cleaned Token Before =  
    a walking dead spin-off, set in los angeles, following two families who must band together to survive the undead apocalypse.
Cleaned Token After =  walking dead spin-off , set los angeles , following two families must band together survive undead apocalypse . 
Cleaned Token After Stem =  walk dead spin-off , set lo angel , follow two famili must band togeth surviv undead apocalyps . 
Cleaned Token Before =  
    an anthology series centering on different characters and locations, including a house with a murderous past, an insane asylum, a witch coven, a freak show circus, a haunted hotel, a possessed farmhouse, a cult, the apocalypse, and a slasher summer camp.
Cleaned Token After =  anthology series centering different characters locations , including house murderous past , insane asylum , witch coven , freak show circus , haunted hotel , possessed farmhouse , cult , apocalypse , slasher summer camp . 
Cleaned Token After Stem =  antholog seri center differ charact locat , includ hous murder past , insan asylum , witch coven , freak show circu , haunt hotel , possess farmhous , cult , apocalyps , slasher summer camp . 
Cleaned Token Before =  
    the lives, loves, dangers and disasters in the town, mystic falls, virginia. creatures of unspeakable horror lurk beneath this town as a teenage girl is suddenly torn between two vampire brothers.
Cleaned Token After =  lives , loves , dangers disasters town , mystic falls , virginia . creatures unspeakable horror lurk beneath town teenage girl suddenly torn two vampire brothers . 
Cleaned Token After Stem =  live , love , danger disast town , mystic fall , virginia . creatur unspeak horror lurk beneath town teenag girl suddenli torn two vampir brother . 
Cleaned Token Before =  
    after the world is in ruins, due to a man-made plague, a battle of biblical proportions ensues between the survivors.
Cleaned Token After =  world ruins , due man-made plague , battle biblical proportions ensues survivors . 
Cleaned Token After Stem =  world ruin , due man-mad plagu , battl biblic proport ensu survivor . 
Cleaned Token Before =  
    a criminal mastermind unleashes a twisted form of justice in spiral, the terrifying new chapter from the book of saw.
Cleaned Token After =  criminal mastermind unleashes twisted form justice spiral , terrifying new chapter book saw . 
Cleaned Token After Stem =  crimin mastermind unleash twist form justic spiral , terrifi new chapter book saw . 
Cleaned Token Before =  
    an artist relocates to the hudson valley and begins to suspect that her marriage has a sinister darkness, one that rivals her new home&#39;s history.
Cleaned Token After =  artist relocates hudson valley begins suspect marriage sinister darkness , one rivals new home &#39;s history . 
Cleaned Token After Stem =  artist reloc hudson valley begin suspect marriag sinist dark , one rival new home &#39;s histori . 
Cleaned Token Before =  
    a couple travels to scandinavia to visit a rural hometown&#39;s fabled swedish mid-summer festival. what begins as an idyllic retreat quickly devolves into an increasingly violent and bizarre competition at the hands of a pagan cult.
Cleaned Token After =  couple travels scandinavia visit rural hometown &#39;s fabled swedish mid-summer festival . begins idyllic retreat quickly devolves increasingly violent bizarre competition hands pagan cult . 
Cleaned Token After Stem =  coupl travel scandinavia visit rural hometown &#39;s fabl swedish mid-summ festiv . begin idyl retreat quickli devolv increasingli violent bizarr competit hand pagan cult . 
Cleaned Token Before =  
    supernatural, semihistorical, horror anthology series, where each season is inspired by a different infamous or mysterious real life historical tragedy.
Cleaned Token After =  supernatural , semihistorical , horror anthology series , season inspired different infamous mysterious real life historical tragedy . 
Cleaned Token After Stem =  supernatur , semihistor , horror antholog seri , season inspir differ infam mysteri real life histor tragedi . 
Cleaned Token Before =  
    hope mikaelson, a tribrid daughter of a vampire/werewolf hybrid, makes her way in the world.
Cleaned Token After =  hope mikaelson , tribrid daughter vampire/werewolf hybrid , makes way world . 
Cleaned Token After Stem =  hope mikaelson , tribrid daughter vampire/werewolf hybrid , make way world . 
Cleaned Token Before =  
    successful author veronica henley finds herself trapped in a horrifying reality and must uncover the mind-bending mystery before it&#39;s too late.
Cleaned Token After =  successful author veronica henley finds trapped horrifying reality must uncover mind-bending mystery &#39;s late . 
Cleaned Token After Stem =  success author veronica henley find trap horrifi realiti must uncov mind-bend mysteri &#39;s late . 
Cleaned Token Before =  
    a quiet drifter is tricked into a janitorial job at the now condemned willy&#39;s wonderland. the mundane tasks suddenly become an all-out fight for survival against wave after wave of demonic animatronics. fists fly, kicks land, titans clash -- and only one side will make it out alive.
Cleaned Token After =  quiet drifter tricked janitorial job condemned willy &#39;s wonderland . mundane tasks suddenly become all-out fight survival wave wave demonic animatronics . fists fly , kicks land , titans clash -- one side make alive . 
Cleaned Token After Stem =  quiet drifter trick janitori job condemn willi &#39;s wonderland . mundan task suddenli becom all-out fight surviv wave wave demon animatron . fist fli , kick land , titan clash -- one side make aliv . 
Cleaned Token Before =  
    following a zombie outbreak in las vegas, a group of mercenaries take the ultimate gamble, venturing into the quarantine zone to pull off the greatest heist ever attempted.
Cleaned Token After =  following zombie outbreak las vegas , group mercenaries take ultimate gamble , venturing quarantine zone pull greatest heist ever attempted . 
Cleaned Token After Stem =  follow zombi outbreak la vega , group mercenari take ultim gambl , ventur quarantin zone pull greatest heist ever attempt . 
Cleaned Token Before =  
    a philadelphia couple is in mourning after an unspeakable tragedy creates a rift in their marriage and opens the door for a mysterious force to enter their home.
Cleaned Token After =  philadelphia couple mourning unspeakable tragedy creates rift marriage opens door mysterious force enter home . 
Cleaned Token After Stem =  philadelphia coupl mourn unspeak tragedi creat rift marriag open door mysteri forc enter home . 
Cleaned Token Before =  
    a family of power-hungry thousand-year-old vampires look to take back the city that they built and dominate all those who have done them wrong.
Cleaned Token After =  family power-hungry thousand-year-old vampires look take back city built dominate done wrong . 
Cleaned Token After Stem =  famili power-hungri thousand-year-old vampir look take back citi built domin done wrong . 
Cleaned Token Before =  
    the fictional creepshow comic books come to life in this anthology series of terrifying tales hosted by the silent creepshow ghoul.
Cleaned Token After =  fictional creepshow comic books come life anthology series terrifying tales hosted silent creepshow ghoul . 
Cleaned Token After Stem =  fiction creepshow comic book come life antholog seri terrifi tale host silent creepshow ghoul . 
Cleaned Token Before =  
    they influence our decisions without us knowing it. they numb our senses without us feeling it. they control our lives without us realizing it. they live.
Cleaned Token After =  influence decisions without us knowing . numb senses without us feeling . control lives without us realizing . live . 
Cleaned Token After Stem =  influenc decis without us know . numb sens without us feel . control live without us realiz . live . 
Cleaned Token Before =  
    a young african-american visits his white girlfriend&#39;s parents for the weekend, where his simmering uneasiness about their reception of him eventually reaches a boiling point.
Cleaned Token After =  young african-american visits white girlfriend &#39;s parents weekend , simmering uneasiness reception eventually reaches boiling point . 
Cleaned Token After Stem =  young african-american visit white girlfriend &#39;s parent weekend , simmer uneasi recept eventu reach boil point . 
Cleaned Token Before =  
    the centuries old vampire count dracula comes to england to seduce his barrister jonathan harker&#39;s fiancée mina murray and inflict havoc in the foreign land.
Cleaned Token After =  centuries old vampire count dracula comes england seduce barrister jonathan harker &#39;s fiancée mina murray inflict havoc foreign land . 
Cleaned Token After Stem =  centuri old vampir count dracula come england seduc barrist jonathan harker &#39;s fiancé mina murray inflict havoc foreign land . 
Cleaned Token Before =  
    when cecilia&#39;s abusive ex takes his own life and leaves her his fortune, she suspects his death was a hoax. as a series of coincidences turn lethal, cecilia works to prove that she is being hunted by someone nobody can see.
Cleaned Token After =  cecilia &#39;s abusive ex takes life leaves fortune , suspects death hoax . series coincidences turn lethal , cecilia works prove hunted someone nobody see . 
Cleaned Token After Stem =  cecilia &#39;s abus ex take life leav fortun , suspect death hoax . seri coincid turn lethal , cecilia work prove hunt someon nobodi see . 
Cleaned Token Before =  
    friends hiking the appalachian trail are confronted by &#39;the foundation&#39;, a community of people who have lived in the mountains for hundreds of years.
Cleaned Token After =  friends hiking appalachian trail confronted &#39;the foundation &#39; , community people lived mountains hundreds years . 
Cleaned Token After Stem =  friend hike appalachian trail confront &#39;the foundat &#39; , commun peopl live mountain hundr year . 
Cleaned Token Before =  
    explores the early relationship between renowned psychiatrist hannibal lecter and a young fbi criminal profiler who is haunted by his ability to empathize with serial killers.
Cleaned Token After =  explores early relationship renowned psychiatrist hannibal lecter young fbi criminal profiler haunted ability empathize serial killers . 
Cleaned Token After Stem =  explor earli relationship renown psychiatrist hannib lecter young fbi crimin profil haunt abil empath serial killer . 
Cleaned Token Before =  
    batman investigates a murder spree that takes place on holidays.
Cleaned Token After =  batman investigates murder spree takes place holidays . 
Cleaned Token After Stem =  batman investig murder spree take place holiday . 
Cleaned Token Before =  
    after a space merchant vessel receives an unknown transmission as a distress call, one of the crew is attacked by a mysterious life form and they soon realize that its life cycle has merely begun.
Cleaned Token After =  space merchant vessel receives unknown transmission distress call , one crew attacked mysterious life form soon realize life cycle merely begun . 
Cleaned Token After Stem =  space merchant vessel receiv unknown transmiss distress call , one crew attack mysteri life form soon realiz life cycl mere begun . 
Cleaned Token Before =  
    a grieving family is haunted by tragic and disturbing occurrences.
Cleaned Token After =  grieving family haunted tragic disturbing occurrences . 
Cleaned Token After Stem =  griev famili haunt tragic disturb occurr . 
Cleaned Token Before =  
    when three gifted kids at an isolated idyllic orphanage discover the secret and sinister purpose they were raised for, they look for a way to escape from their evil caretaker and lead the other children in a risky escape plan.
Cleaned Token After =  three gifted kids isolated idyllic orphanage discover secret sinister purpose raised , look way escape evil caretaker lead children risky escape plan . 
Cleaned Token After Stem =  three gift kid isol idyl orphanag discov secret sinist purpos rais , look way escap evil caretak lead children riski escap plan . 
Cleaned Token Before =  
    a new installment of the &#39;scream&#39; horror franchise will follow a woman returning to her home town to try to find out who has been committing a series of vicious crimes.
Cleaned Token After =  new installment &#39;scream &#39; horror franchise follow woman returning home town try find committing series vicious crimes . 
Cleaned Token After Stem =  new instal &#39;scream &#39; horror franchis follow woman return home town tri find commit seri viciou crime . 
Cleaned Token Before =  
    plot unknown. sequel to the 2016 marvel film &#39;doctor strange&#39;.
Cleaned Token After =  plot unknown . sequel 2016 marvel film &#39;doctor strange &#39; . 
Cleaned Token After Stem =  plot unknown . sequel 2016 marvel film &#39;doctor strang &#39; . 
Cleaned Token Before =  
    on the trail of a missing girl, an ex-cop comes across a secretive group attempting to summon a terrifying supernatural entity.
Cleaned Token After =  trail missing girl , ex-cop comes across secretive group attempting summon terrifying supernatural entity . 
Cleaned Token After Stem =  trail miss girl , ex-cop come across secret group attempt summon terrifi supernatur entiti . 
Cleaned Token Before =  
    a chilling story of terror, murder and unknown evil that shocked even experienced real-life paranormal investigators ed and lorraine warren. one of the most sensational cases from their ...                see full summary »

Cleaned Token After =  chilling story terror , murder unknown evil shocked even experienced real-life paranormal investigators ed lorraine warren . one sensational cases ... see full summary » 
Cleaned Token After Stem =  chill stori terror , murder unknown evil shock even experienc real-lif paranorm investig ed lorrain warren . one sensat case ... see full summari » 
Cleaned Token Before =  
    a beautiful woman is sent back in time via hypnosis to the middle ages where she finds she is suspected of being a witch, and subject to being executed.
Cleaned Token After =  beautiful woman sent back time via hypnosis middle ages finds suspected witch , subject executed . 
Cleaned Token After Stem =  beauti woman sent back time via hypnosi middl age find suspect witch , subject execut . 
Cleaned Token Before =  
    when a woman learns of an immortality treatment, she sees it as a way to outdo her long-time rival.
Cleaned Token After =  woman learns immortality treatment , sees way outdo long-time rival . 
Cleaned Token After Stem =  woman learn immort treatment , see way outdo long-tim rival . 
Cleaned Token Before =  
    told through a series of interconnected phone conversation, it chronicles the mysterious story of a group of strangers whose lives are thrown into disarray in the lead-up to an apocalyptic event.
Cleaned Token After =  told series interconnected phone conversation , chronicles mysterious story group strangers whose lives thrown disarray lead-up apocalyptic event . 
Cleaned Token After Stem =  told seri interconnect phone convers , chronicl mysteri stori group stranger whose live thrown disarray lead-up apocalypt event . 
Cleaned Token Before =  
    plot unknown. sequel to the 2018 film &#39;venom&#39;.
Cleaned Token After =  plot unknown . sequel 2018 film &#39;venom &#39; . 
Cleaned Token After Stem =  plot unknown . sequel 2018 film &#39;venom &#39; . 
Cleaned Token Before =  
    set in 1998, this &#39;resident evil&#39; origin story explains the secrets of the spencer mansion and raccoon city.
Cleaned Token After =  set 1998 , &#39;resident evil &#39; origin story explains secrets spencer mansion raccoon city . 
Cleaned Token After Stem =  set 1998 , &#39;resid evil &#39; origin stori explain secret spencer mansion raccoon citi . 
Cleaned Token Before =  
    japan is plunged into chaos upon the appearance of a giant monster.
Cleaned Token After =  japan plunged chaos upon appearance giant monster . 
Cleaned Token After Stem =  japan plung chao upon appear giant monster . 
Cleaned Token Before =  
    a look into the daily (or rather, nightly) lives of three vampires, who&#39;ve lived together for over 100 years, on staten island.
Cleaned Token After =  look daily ( rather , nightly ) lives three vampires , &#39;ve lived together 100 years , staten island . 
Cleaned Token After Stem =  look daili ( rather , nightli ) live three vampir , &#39;ve live togeth 100 year , staten island . 
Cleaned Token Before =  
    an imprisoned vampire, barnabas collins, is set free and returns to his ancestral home, where his dysfunctional descendants are in need of his protection.
Cleaned Token After =  imprisoned vampire , barnabas collins , set free returns ancestral home , dysfunctional descendants need protection . 
Cleaned Token After Stem =  imprison vampir , barnaba collin , set free return ancestr home , dysfunct descend need protect . 
Cleaned Token Before =  
    a family&#39;s serene beach vacation turns to chaos when their doppelgängers appear and begin to terrorize them.
Cleaned Token After =  family &#39;s serene beach vacation turns chaos doppelgängers appear begin terrorize . 
Cleaned Token After Stem =  famili &#39;s seren beach vacat turn chao doppelgäng appear begin terror . 
Cleaned Token Before =  
    in the summer of 1989, a group of bullied kids band together to destroy a shape-shifting monster, which disguises itself as a clown and preys on the children of derry, their small maine town.
Cleaned Token After =  summer 1989 , group bullied kids band together destroy shape-shifting monster , disguises clown preys children derry , small maine town . 
Cleaned Token After Stem =  summer 1989 , group bulli kid band togeth destroy shape-shift monster , disguis clown prey children derri , small main town . 
Cleaned Token Before =  
    six high school seniors celebrating in the middle of a lake find themselves trapped on a rowboat due to a man-eating fish.
Cleaned Token After =  six high school seniors celebrating middle lake find trapped rowboat due man-eating fish . 
Cleaned Token After Stem =  six high school senior celebr middl lake find trap rowboat due man-eat fish . 
Cleaned Token Before =  
    1973: a young nurse is forced to work the night shift in a crumbling hospital as striking miners switch off the power across britain. but inside the walls lurks a terrifying presence that threatens to consume her and everyone around her.
Cleaned Token After =  1973 : young nurse forced work night shift crumbling hospital striking miners switch power across britain . inside walls lurks terrifying presence threatens consume everyone around . 
Cleaned Token After Stem =  1973 : young nurs forc work night shift crumbl hospit strike miner switch power across britain . insid wall lurk terrifi presenc threaten consum everyon around . 
Cleaned Token Before =  
    following the events at home, the abbott family now face the terrors of the outside world. forced to venture into the unknown, they realize the creatures that hunt by sound are not the only threats lurking beyond the sand path.
Cleaned Token After =  following events home , abbott family face terrors outside world . forced venture unknown , realize creatures hunt sound threats lurking beyond sand path . 
Cleaned Token After Stem =  follow event home , abbott famili face terror outsid world . forc ventur unknown , realiz creatur hunt sound threat lurk beyond sand path . 
Cleaned Token Before =  
    a heavy-metal drummer&#39;s life is thrown into freefall when he begins to lose his hearing.
Cleaned Token After =  heavy-metal drummer &#39;s life thrown freefall begins lose hearing . 
Cleaned Token After Stem =  heavy-met drummer &#39;s life thrown freefal begin lose hear . 
Cleaned Token Before =  
    after landing the gig of a lifetime, a new york jazz pianist suddenly finds himself trapped in a strange land between earth and the afterlife.
Cleaned Token After =  landing gig lifetime , new york jazz pianist suddenly finds trapped strange land earth afterlife . 
Cleaned Token After Stem =  land gig lifetim , new york jazz pianist suddenli find trap strang land earth afterlif . 
Cleaned Token Before =  
    the story of the legendary british rock band queen and lead singer freddie mercury, leading up to their famous performance at live aid (1985).
Cleaned Token After =  story legendary british rock band queen lead singer freddie mercury , leading famous performance live aid ( 1985 ) . 
Cleaned Token After Stem =  stori legendari british rock band queen lead singer freddi mercuri , lead famou perform live aid ( 1985 ) . 
Cleaned Token Before =  
    during a recording session, tensions rise between ma rainey, her ambitious horn player and the white management determined to control the uncontrollable &#34;mother of the blues&#34;.
Cleaned Token After =  recording session , tensions rise rainey , ambitious horn player white management determined control uncontrollable `` mother blues &#39;&#39; . 
Cleaned Token After Stem =  record session , tension rise rainey , ambiti horn player white manag determin control uncontrol `` mother blue `` . 
Cleaned Token Before =  
    a working-class italian-american bouncer becomes the driver of an african-american classical pianist on a tour of venues through the 1960s american south.
Cleaned Token After =  working-class italian-american bouncer becomes driver african-american classical pianist tour venues 1960s american south . 
Cleaned Token After Stem =  working-class italian-american bouncer becom driver african-american classic pianist tour venu 1960 american south . 
Cleaned Token Before =  
    an aspiring young country singer (katharine mcphee) finds the band she&#39;s been missing when she takes a job as nanny for a musically talented family: a rugged cowboy (eddie cibrian) and his five children.
Cleaned Token After =  aspiring young country singer ( katharine mcphee ) finds band &#39;s missing takes job nanny musically talented family : rugged cowboy ( eddie cibrian ) five children . 
Cleaned Token After Stem =  aspir young countri singer ( katharin mcphee ) find band &#39;s miss take job nanni music talent famili : rug cowboy ( eddi cibrian ) five children . 
Cleaned Token Before =  
    inspired by her mom&#39;s rebellious past and a confident new friend, a shy 16-year-old publishes an anonymous zine calling out sexism at her school.
Cleaned Token After =  inspired mom &#39;s rebellious past confident new friend , shy 16-year-old publishes anonymous zine calling sexism school . 
Cleaned Token After Stem =  inspir mom &#39;s rebelli past confid new friend , shi 16-year-old publish anonym zine call sexism school . 
Cleaned Token Before =  
    once told they&#39;d save the universe during a time-traveling adventure, 2 would-be rockers from san dimas, california find themselves as middle-aged dads still trying to crank out a hit song and fulfill their destiny.
Cleaned Token After =  told &#39;d save universe time-traveling adventure , 2 would-be rockers san dimas , california find middle-aged dads still trying crank hit song fulfill destiny . 
Cleaned Token After Stem =  told &#39;d save univers time-travel adventur , 2 would-b rocker san dima , california find middle-ag dad still tri crank hit song fulfil destini . 
Cleaned Token Before =  
    a group of ambitious misfits try to escape the harsh realities of high school by joining a glee club headed by a passionate spanish teacher.
Cleaned Token After =  group ambitious misfits try escape harsh realities high school joining glee club headed passionate spanish teacher . 
Cleaned Token After Stem =  group ambiti misfit tri escap harsh realiti high school join glee club head passion spanish teacher . 
Cleaned Token Before =  
    a musical fantasy about the fantastical human story of elton john&#39;s breakthrough years.
Cleaned Token After =  musical fantasy fantastical human story elton john &#39;s breakthrough years . 
Cleaned Token After Stem =  music fantasi fantast human stori elton john &#39;s breakthrough year . 
Cleaned Token Before =  
    twenty-four hours in the lives of the young employees at empire records when they all grow up and become young adults thanks to each other and the manager. they all face the store joining a chain store with strict rules.
Cleaned Token After =  twenty-four hours lives young employees empire records grow become young adults thanks manager . face store joining chain store strict rules . 
Cleaned Token After Stem =  twenty-four hour live young employe empir record grow becom young adult thank manag . face store join chain store strict rule . 
Cleaned Token Before =  
    beca, a freshman at barden university, is cajoled into joining the bellas, her school&#39;s all-girls singing group. injecting some much needed energy into their repertoire, the bellas take on their male rivals in a campus competition.
Cleaned Token After =  beca , freshman barden university , cajoled joining bellas , school &#39;s all-girls singing group . injecting much needed energy repertoire , bellas take male rivals campus competition . 
Cleaned Token After Stem =  beca , freshman barden univers , cajol join bella , school &#39;s all-girl sing group . inject much need energi repertoir , bella take male rival campu competit . 
Cleaned Token Before =  
    a musician helps a young singer find fame as age and alcoholism send his own career into a downward spiral.
Cleaned Token After =  musician helps young singer find fame age alcoholism send career downward spiral . 
Cleaned Token After Stem =  musician help young singer find fame age alcohol send career downward spiral . 
Cleaned Token Before =  
    the lives of a rock star who seems to have it all and a young rookie kid who idolizes him collide through their broken homes built by the music business.
Cleaned Token After =  lives rock star seems young rookie kid idolizes collide broken homes built music business . 
Cleaned Token After Stem =  live rock star seem young rooki kid idol collid broken home built music busi . 
Cleaned Token Before =  
    a polish jewish musician struggles to survive the destruction of the warsaw ghetto of world war ii.
Cleaned Token After =  polish jewish musician struggles survive destruction warsaw ghetto world war ii . 
Cleaned Token After Stem =  polish jewish musician struggl surviv destruct warsaw ghetto world war ii . 
Cleaned Token Before =  
    a promising young drummer enrolls at a cut-throat music conservatory where his dreams of greatness are mentored by an instructor who will stop at nothing to realize a student&#39;s potential.
Cleaned Token After =  promising young drummer enrolls cut-throat music conservatory dreams greatness mentored instructor stop nothing realize student &#39;s potential . 
Cleaned Token After Stem =  promis young drummer enrol cut-throat music conservatori dream great mentor instructor stop noth realiz student &#39;s potenti . 
Cleaned Token Before =  
    after being coerced into working for a crime boss, a young getaway driver finds himself taking part in a heist doomed to fail.
Cleaned Token After =  coerced working crime boss , young getaway driver finds taking part heist doomed fail . 
Cleaned Token After Stem =  coerc work crime boss , young getaway driver find take part heist doom fail . 
Cleaned Token Before =  
    a high-school boy is given the chance to write a story for rolling stone magazine about an up-and-coming rock band as he accompanies them on their concert tour.
Cleaned Token After =  high-school boy given chance write story rolling stone magazine up-and-coming rock band accompanies concert tour . 
Cleaned Token After Stem =  high-school boy given chanc write stori roll stone magazin up-and-com rock band accompani concert tour . 
Cleaned Token Before =  
    after being kicked out of his rock band, dewey finn becomes a substitute teacher of an uptight elementary private school, only to try and turn his class into a rock band.
Cleaned Token After =  kicked rock band , dewey finn becomes substitute teacher uptight elementary private school , try turn class rock band . 
Cleaned Token After Stem =  kick rock band , dewey finn becom substitut teacher uptight elementari privat school , tri turn class rock band . 
Cleaned Token Before =  
    a famous guest host stars in parodies and sketches created by the cast of this witty show.
Cleaned Token After =  famous guest host stars parodies sketches created cast witty show . 
Cleaned Token After Stem =  famou guest host star parodi sketch creat cast witti show . 
Cleaned Token Before =  
    follows holiday during her career as she is targeted by the federal department of narcotics with an undercover sting operation led by black federal agent jimmy fletcher, with whom she had a tumultuous affair.
Cleaned Token After =  follows holiday career targeted federal department narcotics undercover sting operation led black federal agent jimmy fletcher , tumultuous affair . 
Cleaned Token After Stem =  follow holiday career target feder depart narcot undercov sting oper led black feder agent jimmi fletcher , tumultu affair . 
Cleaned Token Before =  
    based in atlanta, earn and his cousin alfred try to make their way in the world through the rap scene. along the way they come face to face with social and economic issues touching on race, relationships, poverty, status, and parenthood.
Cleaned Token After =  based atlanta , earn cousin alfred try make way world rap scene . along way come face face social economic issues touching race , relationships , poverty , status , parenthood . 
Cleaned Token After Stem =  base atlanta , earn cousin alfr tri make way world rap scene . along way come face face social econom issu touch race , relationship , poverti , statu , parenthood . 
Cleaned Token Before =  
    when aspiring musicians lars and sigrit are given the opportunity to represent their country at the world&#39;s biggest song competition, they finally have a chance to prove that any dream worth having is a dream worth fighting for.
Cleaned Token After =  aspiring musicians lars sigrit given opportunity represent country world &#39;s biggest song competition , finally chance prove dream worth dream worth fighting . 
Cleaned Token After Stem =  aspir musician lar sigrit given opportun repres countri world &#39;s biggest song competit , final chanc prove dream worth dream worth fight . 
Cleaned Token Before =  
    spending the summer at a catskills resort with her family, frances &#34;baby&#34; houseman falls in love with the camp&#39;s dance instructor, johnny castle.
Cleaned Token After =  spending summer catskills resort family , frances `` baby &#39;&#39; houseman falls love camp &#39;s dance instructor , johnny castle . 
Cleaned Token After Stem =  spend summer catskil resort famili , franc `` babi `` houseman fall love camp &#39;s danc instructor , johnni castl . 
Cleaned Token Before =  
    the rap group nwa emerges from the mean streets of compton in los angeles, california, in the mid-1980s and revolutionizes hip hop culture with their music and tales about life in the hood.
Cleaned Token After =  rap group nwa emerges mean streets compton los angeles , california , mid-1980s revolutionizes hip hop culture music tales life hood . 
Cleaned Token After Stem =  rap group nwa emerg mean street compton lo angel , california , mid-1980 revolution hip hop cultur music tale life hood . 
Cleaned Token Before =  
    while navigating their careers in los angeles, a pianist and an actress fall in love while attempting to reconcile their aspirations for the future.
Cleaned Token After =  navigating careers los angeles , pianist actress fall love attempting reconcile aspirations future . 
Cleaned Token After Stem =  navig career lo angel , pianist actress fall love attempt reconcil aspir futur . 
Cleaned Token Before =  
    aspiring musician miguel, confronted with his family&#39;s ancestral ban on music, enters the land of the dead to find his great-great-grandfather, a legendary singer.
Cleaned Token After =  aspiring musician miguel , confronted family &#39;s ancestral ban music , enters land dead find great-great-grandfather , legendary singer . 
Cleaned Token After Stem =  aspir musician miguel , confront famili &#39;s ancestr ban music , enter land dead find great-great-grandfath , legendari singer . 
Cleaned Token Before =  
    a struggling musician realizes he&#39;s the only person on earth who can remember the beatles after waking up in an alternate timeline where they never existed.
Cleaned Token After =  struggling musician realizes &#39;s person earth remember beatles waking alternate timeline never existed . 
Cleaned Token After Stem =  struggl musician realiz &#39;s person earth rememb beatl wake altern timelin never exist . 
Cleaned Token Before =  
    a local pennsylvania band scores a one-hit wonder in 1964 and rides the star-making machinery as long as they can, with lots of help from their manager.
Cleaned Token After =  local pennsylvania band scores one-hit wonder 1964 rides star-making machinery long , lots help manager . 
Cleaned Token After Stem =  local pennsylvania band score one-hit wonder 1964 ride star-mak machineri long , lot help manag . 
Cleaned Token Before =  
    aspiring singer tori vega navigates life while attending a performing arts high school called hollywood arts.
Cleaned Token After =  aspiring singer tori vega navigates life attending performing arts high school called hollywood arts . 
Cleaned Token After Stem =  aspir singer tori vega navig life attend perform art high school call hollywood art . 
Cleaned Token Before =  
    two seemingly dumb teens set off on a quest to prepare the ultimate historical presentation with the help of a time machine.
Cleaned Token After =  two seemingly dumb teens set quest prepare ultimate historical presentation help time machine . 
Cleaned Token After Stem =  two seemingli dumb teen set quest prepar ultim histor present help time machin . 
Cleaned Token Before =  
    the life, success and troubles of wolfgang amadeus mozart, as told by antonio salieri, the contemporaneous composer who was insanely jealous of mozart&#39;s talent and claimed to have murdered him.
Cleaned Token After =  life , success troubles wolfgang amadeus mozart , told antonio salieri , contemporaneous composer insanely jealous mozart &#39;s talent claimed murdered . 
Cleaned Token After Stem =  life , success troubl wolfgang amadeu mozart , told antonio salieri , contemporan compos insan jealou mozart &#39;s talent claim murder . 
Cleaned Token Before =  
    a young rapper, struggling with every aspect of his life, wants to make it big but his friends and foes make this odyssey of rap harder than it may seem.
Cleaned Token After =  young rapper , struggling every aspect life , wants make big friends foes make odyssey rap harder may seem . 
Cleaned Token After Stem =  young rapper , struggl everi aspect life , want make big friend foe make odyssey rap harder may seem . 
Cleaned Token Before =  
    jake blues, just released from prison, puts together his old band to save the catholic home where he and his brother elwood were raised.
Cleaned Token After =  jake blues , released prison , puts together old band save catholic home brother elwood raised . 
Cleaned Token After Stem =  jake blue , releas prison , put togeth old band save cathol home brother elwood rais . 
Cleaned Token Before =  
    a feature version of the broadway musical, in which a bodega owner has mixed feelings about closing his store and retiring to the dominican republic after inheriting his grandmother&#39;s fortune.
Cleaned Token After =  feature version broadway musical , bodega owner mixed feelings closing store retiring dominican republic inheriting grandmother &#39;s fortune . 
Cleaned Token After Stem =  featur version broadway music , bodega owner mix feel close store retir dominican republ inherit grandmoth &#39;s fortun . 
Cleaned Token Before =  
    french dancers gather in a remote, empty school building to rehearse on a wintry night. the all-night celebration morphs into a hallucinatory nightmare when they learn their sangria is laced with lsd.
Cleaned Token After =  french dancers gather remote , empty school building rehearse wintry night . all-night celebration morphs hallucinatory nightmare learn sangria laced lsd . 
Cleaned Token After Stem =  french dancer gather remot , empti school build rehears wintri night . all-night celebr morph hallucinatori nightmar learn sangria lace lsd . 
Cleaned Token Before =  
    after two male musicians witness a mob hit, they flee the state in an all-female band disguised as women, but further complications set in.
Cleaned Token After =  two male musicians witness mob hit , flee state all-female band disguised women , complications set . 
Cleaned Token After Stem =  two male musician wit mob hit , flee state all-femal band disguis women , complic set . 
Cleaned Token Before =  
    anxious about his future after high school, a 19-year-old italian-american from brooklyn tries to escape the harsh reality of his bleak family life by dominating the dance floor at the local disco.
Cleaned Token After =  anxious future high school , 19-year-old italian-american brooklyn tries escape harsh reality bleak family life dominating dance floor local disco . 
Cleaned Token After Stem =  anxiou futur high school , 19-year-old italian-american brooklyn tri escap harsh realiti bleak famili life domin danc floor local disco . 
Cleaned Token Before =  
    in the deep south during the 1930s, three escaped convicts search for hidden treasure while a relentless lawman pursues them.
Cleaned Token After =  deep south 1930s , three escaped convicts search hidden treasure relentless lawman pursues . 
Cleaned Token After Stem =  deep south 1930 , three escap convict search hidden treasur relentless lawman pursu . 
Cleaned Token Before =  
    based on the bestselling autobiography from mötley crüe, the film is an unflinching tale of success and excess as four misfits rise from the streets of hollywood to the heights of international fame.
Cleaned Token After =  based bestselling autobiography mötley crüe , film unflinching tale success excess four misfits rise streets hollywood heights international fame . 
Cleaned Token After Stem =  base bestsel autobiographi mötley crüe , film unflinch tale success excess four misfit rise street hollywood height intern fame . 
Cleaned Token Before =  
    a city teenager moves to a small town where rock music and dancing have been banned, and his rebellious spirit shakes up the populace.
Cleaned Token After =  city teenager moves small town rock music dancing banned , rebellious spirit shakes populace . 
Cleaned Token After Stem =  citi teenag move small town rock music danc ban , rebelli spirit shake populac . 
Cleaned Token Before =  
    the comic strip detective finds his life vastly complicated when breathless mahoney makes advances towards him while he is trying to battle big boy caprice&#39;s united mob.
Cleaned Token After =  comic strip detective finds life vastly complicated breathless mahoney makes advances towards trying battle big boy caprice &#39;s united mob . 
Cleaned Token After Stem =  comic strip detect find life vastli complic breathless mahoney make advanc toward tri battl big boy capric &#39;s unit mob . 
Cleaned Token Before =  
    follows the lives and tragedies of rising and fading country music stars in nashville, tennessee.
Cleaned Token After =  follows lives tragedies rising fading country music stars nashville , tennessee . 
Cleaned Token After Stem =  follow live tragedi rise fade countri music star nashvil , tennesse . 
Cleaned Token Before =  
    adventures of a teenage pop star who keeps her identity secret from even her closest friends by using a disguise on-stage.
Cleaned Token After =  adventures teenage pop star keeps identity secret even closest friends using disguise on-stage . 
Cleaned Token After Stem =  adventur teenag pop star keep ident secret even closest friend use disguis on-stag . 
Cleaned Token Before =  
    exclusive access to the grammy award-winning artist to celebrate her career.
Cleaned Token After =  exclusive access grammy award-winning artist celebrate career . 
Cleaned Token After Stem =  exclus access grammi award-win artist celebr career . 
Cleaned Token Before =  
    the cunningham family live through the 1950s with help and guidance from the lovable and almost superhuman greaser, fonzie.
Cleaned Token After =  cunningham family live 1950s help guidance lovable almost superhuman greaser , fonzie . 
Cleaned Token After Stem =  cunningham famili live 1950 help guidanc lovabl almost superhuman greaser , fonzi . 
Cleaned Token Before =  
    a hip-hop mogul must choose a successor among his three sons who are battling for control over his multi-million dollar company, while his ex-wife schemes to reclaim what is hers.
Cleaned Token After =  hip-hop mogul must choose successor among three sons battling control multi-million dollar company , ex-wife schemes reclaim . 
Cleaned Token After Stem =  hip-hop mogul must choos successor among three son battl control multi-million dollar compani , ex-wif scheme reclaim . 
Cleaned Token Before =  
    following their win at the world championship, the now separated bellas reunite for one last singing competition at an overseas uso tour, but face a group who uses both instruments and voices.
Cleaned Token After =  following win world championship , separated bellas reunite one last singing competition overseas uso tour , face group uses instruments voices . 
Cleaned Token After Stem =  follow win world championship , separ bella reunit one last sing competit oversea uso tour , face group use instrument voic . 
Cleaned Token Before =  
    spinal tap, one of england&#39;s loudest bands, is chronicled by film director marty dibergi on what proves to be a fateful tour.
Cleaned Token After =  spinal tap , one england &#39;s loudest bands , chronicled film director marty dibergi proves fateful tour . 
Cleaned Token After Stem =  spinal tap , one england &#39;s loudest band , chronicl film director marti dibergi prove fate tour . 
Cleaned Token Before =  
    rob, a record store owner and compulsive list maker, recounts his top five breakups, including the one in progress.
Cleaned Token After =  rob , record store owner compulsive list maker , recounts top five breakups , including one progress . 
Cleaned Token After Stem =  rob , record store owner compuls list maker , recount top five breakup , includ one progress . 
Cleaned Token Before =  
    a young woman discovers she has the ability to hear the innermost thoughts of people around her as songs and musical numbers.
Cleaned Token After =  young woman discovers ability hear innermost thoughts people around songs musical numbers . 
Cleaned Token After Stem =  young woman discov abil hear innermost thought peopl around song music number . 
Cleaned Token Before =  
    good girl sandy olsson and greaser danny zuko fell in love over the summer. when they unexpectedly discover they&#39;re now in the same high school, will they be able to rekindle their romance?
Cleaned Token After =  good girl sandy olsson greaser danny zuko fell love summer . unexpectedly discover &#39;re high school , able rekindle romance ? 
Cleaned Token After Stem =  good girl sandi olsson greaser danni zuko fell love summer . unexpectedli discov &#39;re high school , abl rekindl romanc ? 
Cleaned Token Before =  
    nowhere left to go, will hawkins finds himself at camp for the first time. his instinct is to run, but he finds a friend, a father figure and even a girl who awakens his heart. most of all, he finally finds a home.
Cleaned Token After =  nowhere left go , hawkins finds camp first time . instinct run , finds friend , father figure even girl awakens heart . , finally finds home . 
Cleaned Token After Stem =  nowher left go , hawkin find camp first time . instinct run , find friend , father figur even girl awaken heart . , final find home . 
Cleaned Token Before =  
    a group of ambitious misfits try to escape the harsh realities of high school by joining a glee club headed by a passionate spanish teacher.
Cleaned Token After =  group ambitious misfits try escape harsh realities high school joining glee club headed passionate spanish teacher . 
Cleaned Token After Stem =  group ambiti misfit tri escap harsh realiti high school join glee club head passion spanish teacher . 
Cleaned Token Before =  
    celebrates the birth of show business and tells of a visionary who rose from nothing to create a spectacle that became a worldwide sensation.
Cleaned Token After =  celebrates birth show business tells visionary rose nothing create spectacle became worldwide sensation . 
Cleaned Token After Stem =  celebr birth show busi tell visionari rose noth creat spectacl becam worldwid sensat . 
Cleaned Token Before =  
    snobbish phonetics professor henry higgins agrees to a wager that he can make flower girl eliza doolittle presentable in high society.
Cleaned Token After =  snobbish phonetics professor henry higgins agrees wager make flower girl eliza doolittle presentable high society . 
Cleaned Token After Stem =  snobbish phonet professor henri higgin agre wager make flower girl eliza doolittl present high societi . 
Cleaned Token Before =  
    a musical fantasy about the fantastical human story of elton john&#39;s breakthrough years.
Cleaned Token After =  musical fantasy fantastical human story elton john &#39;s breakthrough years . 
Cleaned Token After Stem =  music fantasi fantast human stori elton john &#39;s breakthrough year . 
Cleaned Token Before =  
    the real life of one of america&#39;s foremost founding fathers and first secretary of the treasury, alexander hamilton. captured live on broadway from the richard rodgers theater with the original broadway cast.
Cleaned Token After =  real life one america &#39;s foremost founding fathers first secretary treasury , alexander hamilton . captured live broadway richard rodgers theater original broadway cast . 
Cleaned Token After Stem =  real life one america &#39;s foremost found father first secretari treasuri , alexand hamilton . captur live broadway richard rodger theater origin broadway cast . 
Cleaned Token Before =  
    a nightclub performer hires a naive chorus girl to become his new dance partner to make his former partner jealous and to prove he can make any partner a star.
Cleaned Token After =  nightclub performer hires naive chorus girl become new dance partner make former partner jealous prove make partner star . 
Cleaned Token After Stem =  nightclub perform hire naiv choru girl becom new danc partner make former partner jealou prove make partner star . 
Cleaned Token Before =  
    a young boy wins a tour through the most magnificent chocolate factory in the world, led by the world&#39;s most unusual candy maker.
Cleaned Token After =  young boy wins tour magnificent chocolate factory world , led world &#39;s unusual candy maker . 
Cleaned Token After Stem =  young boy win tour magnific chocol factori world , led world &#39;s unusu candi maker . 
Cleaned Token Before =  
    four hockey players from minnesota aspire to become a boyband. kendall, logan, carlos, and james embark on a life-changing journey and face challenges along the way.
Cleaned Token After =  four hockey players minnesota aspire become boyband . kendall , logan , carlos , james embark life-changing journey face challenges along way . 
Cleaned Token After Stem =  four hockey player minnesota aspir becom boyband . kendal , logan , carlo , jame embark life-chang journey face challeng along way . 
Cleaned Token Before =  
    in a city of humanoid animals, a hustling theater impresario&#39;s attempt to save his theater with a singing competition becomes grander than he anticipates even as its finalists find that their lives will never be the same.
Cleaned Token After =  city humanoid animals , hustling theater impresario &#39;s attempt save theater singing competition becomes grander anticipates even finalists find lives never . 
Cleaned Token After Stem =  citi humanoid anim , hustl theater impresario &#39;s attempt save theater sing competit becom grander anticip even finalist find live never . 
Cleaned Token Before =  
    in ancient polynesia, when a terrible curse incurred by the demigod maui reaches moana&#39;s island, she answers the ocean&#39;s call to seek out the demigod to set things right.
Cleaned Token After =  ancient polynesia , terrible curse incurred demigod maui reaches moana &#39;s island , answers ocean &#39;s call seek demigod set things right . 
Cleaned Token After Stem =  ancient polynesia , terribl curs incur demigod maui reach moana &#39;s island , answer ocean &#39;s call seek demigod set thing right . 
Cleaned Token Before =  
    a selfish prince is cursed to become a monster for the rest of his life, unless he learns to fall in love with a beautiful young woman he keeps prisoner.
Cleaned Token After =  selfish prince cursed become monster rest life , unless learns fall love beautiful young woman keeps prisoner . 
Cleaned Token After Stem =  selfish princ curs becom monster rest life , unless learn fall love beauti young woman keep prison . 
Cleaned Token Before =  
    dorothy gale is swept away from a farm in kansas to a magical land of oz in a tornado and embarks on a quest with her new friends to see the wizard who can help her return home to kansas and help her friends as well.
Cleaned Token After =  dorothy gale swept away farm kansas magical land oz tornado embarks quest new friends see wizard help return home kansas help friends well . 
Cleaned Token After Stem =  dorothi gale swept away farm kansa magic land oz tornado embark quest new friend see wizard help return home kansa help friend well . 
Cleaned Token Before =  
    after the murder of his father, a young lion prince flees his kingdom only to learn the true meaning of responsibility and bravery.
Cleaned Token After =  murder father , young lion prince flees kingdom learn true meaning responsibility bravery . 
Cleaned Token After Stem =  murder father , young lion princ flee kingdom learn true mean respons braveri . 
Cleaned Token Before =  
    a woman leaves an austrian convent to become a governess to the children of a naval officer widower.
Cleaned Token After =  woman leaves austrian convent become governess children naval officer widower . 
Cleaned Token After Stem =  woman leav austrian convent becom gover children naval offic widow . 
Cleaned Token Before =  
    lion prince simba and his father are targeted by his bitter uncle, who wants to ascend the throne himself.
Cleaned Token After =  lion prince simba father targeted bitter uncle , wants ascend throne . 
Cleaned Token After Stem =  lion princ simba father target bitter uncl , want ascend throne . 
Cleaned Token Before =  
    a kind-hearted street urchin and a power-hungry grand vizier vie for a magic lamp that has the power to make their deepest wishes come true.
Cleaned Token After =  kind-hearted street urchin power-hungry grand vizier vie magic lamp power make deepest wishes come true . 
Cleaned Token After Stem =  kind-heart street urchin power-hungri grand vizier vie magic lamp power make deepest wish come true . 
Cleaned Token Before =  
    while navigating their careers in los angeles, a pianist and an actress fall in love while attempting to reconcile their aspirations for the future.
Cleaned Token After =  navigating careers los angeles , pianist actress fall love attempting reconcile aspirations future . 
Cleaned Token After Stem =  navig career lo angel , pianist actress fall love attempt reconcil aspir futur . 
Cleaned Token Before =  
    a poor but hopeful boy seeks one of the five coveted golden tickets that will send him on a tour of willy wonka&#39;s mysterious chocolate factory.
Cleaned Token After =  poor hopeful boy seeks one five coveted golden tickets send tour willy wonka &#39;s mysterious chocolate factory . 
Cleaned Token After Stem =  poor hope boy seek one five covet golden ticket send tour willi wonka &#39;s mysteri chocol factori . 
Cleaned Token Before =  
    in 19th-century france, jean valjean, who for decades has been hunted by the ruthless policeman javert after breaking parole, agrees to care for a factory worker&#39;s daughter. the decision changes their lives forever.
Cleaned Token After =  19th-century france , jean valjean , decades hunted ruthless policeman javert breaking parole , agrees care factory worker &#39;s daughter . decision changes lives forever . 
Cleaned Token After Stem =  19th-centuri franc , jean valjean , decad hunt ruthless policeman javert break parol , agre care factori worker &#39;s daughter . decis chang live forev . 
Cleaned Token Before =  
    a down-on-his-luck inventor turns a broken-down grand prix car into a fancy vehicle for his children, and then they go off on a magical fantasy adventure to save their grandfather in a far-off land.
Cleaned Token After =  down-on-his-luck inventor turns broken-down grand prix car fancy vehicle children , go magical fantasy adventure save grandfather far-off land . 
Cleaned Token After Stem =  down-on-his-luck inventor turn broken-down grand prix car fanci vehicl children , go magic fantasi adventur save grandfath far-off land . 
Cleaned Token Before =  
    film version of the musical stage play, presenting the last few weeks of christ&#39;s life told in an anachronistic manner.
Cleaned Token After =  film version musical stage play , presenting last weeks christ &#39;s life told anachronistic manner . 
Cleaned Token After Stem =  film version music stage play , present last week christ &#39;s life told anachronist manner . 
Cleaned Token Before =  
    egyptian prince moses learns of his identity as a hebrew and his destiny to become the chosen deliverer of his people.
Cleaned Token After =  egyptian prince moses learns identity hebrew destiny become chosen deliverer people . 
Cleaned Token After Stem =  egyptian princ mose learn ident hebrew destini becom chosen deliver peopl . 
Cleaned Token Before =  
    a tribe of cats called the jellicles must decide yearly which one will ascend to the heaviside layer and come back to a new jellicle life.
Cleaned Token After =  tribe cats called jellicles must decide yearly one ascend heaviside layer come back new jellicle life . 
Cleaned Token After Stem =  tribe cat call jellicl must decid yearli one ascend heavisid layer come back new jellicl life . 
Cleaned Token Before =  
    the students from the school where the high school musical films were shot stage a musical production based on the franchise.
Cleaned Token After =  students school high school musical films shot stage musical production based franchise . 
Cleaned Token After Stem =  student school high school music film shot stage music product base franchis . 
Cleaned Token Before =  
    the son of zeus and hera is stripped of his immortality as an infant and must become a true hero in order to reclaim it.
Cleaned Token After =  son zeus hera stripped immortality infant must become true hero order reclaim . 
Cleaned Token After Stem =  son zeu hera strip immort infant must becom true hero order reclaim . 
Cleaned Token Before =  
    in this animated musical, a girl builds a rocket ship and blasts off, hoping to meet a mythical moon goddess.
Cleaned Token After =  animated musical , girl builds rocket ship blasts , hoping meet mythical moon goddess . 
Cleaned Token After Stem =  anim music , girl build rocket ship blast , hope meet mythic moon goddess . 
Cleaned Token Before =  
    when the newly crowned queen elsa accidentally uses her power to turn things into ice to curse her home in infinite winter, her sister anna teams up with a mountain man, his playful reindeer, and a snowman to change the weather condition.
Cleaned Token After =  newly crowned queen elsa accidentally uses power turn things ice curse home infinite winter , sister anna teams mountain man , playful reindeer , snowman change weather condition . 
Cleaned Token After Stem =  newli crown queen elsa accident use power turn thing ice curs home infinit winter , sister anna team mountain man , play reindeer , snowman chang weather condit . 
Cleaned Token Before =  
    a live musical recounting the final days of jesus christ and those around him.
Cleaned Token After =  live musical recounting final days jesus christ around . 
Cleaned Token After Stem =  live music recount final day jesu christ around . 
Cleaned Token Before =  
    a modern musical version of the classic fairy tale &#34;cinderella&#34;.
Cleaned Token After =  modern musical version classic fairy tale `` cinderella &#39;&#39; . 
Cleaned Token After Stem =  modern music version classic fairi tale `` cinderella `` . 
Cleaned Token Before =  
    an adaptation of the 1957 musical, west side story explores forbidden love and the rivalry between the jets and the sharks, two teenage street gangs of different ethnic backgrounds.
Cleaned Token After =  adaptation 1957 musical , west side story explores forbidden love rivalry jets sharks , two teenage street gangs different ethnic backgrounds . 
Cleaned Token After Stem =  adapt 1957 music , west side stori explor forbidden love rivalri jet shark , two teenag street gang differ ethnic background . 
Cleaned Token Before =  
    when the queen of the hard rock trolls tries to take over all the troll kingdoms, queen poppy and her friends try different ways to save all the trolls.
Cleaned Token After =  queen hard rock trolls tries take troll kingdoms , queen poppy friends try different ways save trolls . 
Cleaned Token After Stem =  queen hard rock troll tri take troll kingdom , queen poppi friend tri differ way save troll . 
Cleaned Token Before =  
    the magically long-haired rapunzel has spent her entire life in a tower, but now that a runaway thief has stumbled upon her, she is about to discover the world for the first time, and who she really is.
Cleaned Token After =  magically long-haired rapunzel spent entire life tower , runaway thief stumbled upon , discover world first time , really . 
Cleaned Token After Stem =  magic long-hair rapunzel spent entir life tower , runaway thief stumbl upon , discov world first time , realli . 
Cleaned Token Before =  
    a poet falls for a beautiful courtesan whom a jealous duke covets.
Cleaned Token After =  poet falls beautiful courtesan jealous duke covets . 
Cleaned Token After Stem =  poet fall beauti courtesan jealou duke covet . 
Cleaned Token Before =  
    the story of a bride-to-be trying to find her real father told using hit songs by the popular 1970s group abba.
Cleaned Token After =  story bride-to-be trying find real father told using hit songs popular 1970s group abba . 
Cleaned Token After Stem =  stori bride-to-b tri find real father told use hit song popular 1970 group abba . 
Cleaned Token Before =  
    sixteen-year-old sarah is given thirteen hours to solve a labyrinth and rescue her baby brother toby when her wish for him to be taken away is granted by the goblin king jareth.
Cleaned Token After =  sixteen-year-old sarah given thirteen hours solve labyrinth rescue baby brother toby wish taken away granted goblin king jareth . 
Cleaned Token After Stem =  sixteen-year-old sarah given thirteen hour solv labyrinth rescu babi brother tobi wish taken away grant goblin king jareth . 
Cleaned Token Before =  
    anna, elsa, kristoff, olaf and sven leave arendelle to travel to an ancient, autumn-bound forest of an enchanted land. they set out to find the origin of elsa&#39;s powers in order to save their kingdom.
Cleaned Token After =  anna , elsa , kristoff , olaf sven leave arendelle travel ancient , autumn-bound forest enchanted land . set find origin elsa &#39;s powers order save kingdom . 
Cleaned Token After Stem =  anna , elsa , kristoff , olaf sven leav arendel travel ancient , autumn-bound forest enchant land . set find origin elsa &#39;s power order save kingdom . 
Cleaned Token Before =  
    a spoof of robin hood in general, and robin hood: prince of thieves (1991) in particular.
Cleaned Token After =  spoof robin hood general , robin hood : prince thieves ( 1991 ) particular . 
Cleaned Token After Stem =  spoof robin hood gener , robin hood : princ thiev ( 1991 ) particular . 
Cleaned Token Before =  
    in turn of the century london, a magical nanny employs music and adventure to help two neglected children become closer to their father.
Cleaned Token After =  turn century london , magical nanny employs music adventure help two neglected children become closer father . 
Cleaned Token After Stem =  turn centuri london , magic nanni employ music adventur help two neglect children becom closer father . 
Cleaned Token Before =  
    make room for ogre-sized family fun as the greatest fairy tale never told comes to life in a whole new way in this breathtaking broadway musical adaptation of the hit movie shrek!
Cleaned Token After =  make room ogre-sized family fun greatest fairy tale never told comes life whole new way breathtaking broadway musical adaptation hit movie shrek ! 
Cleaned Token After Stem =  make room ogre-s famili fun greatest fairi tale never told come life whole new way breathtak broadway music adapt hit movi shrek ! 
Cleaned Token Before =  
    jake blues, just released from prison, puts together his old band to save the catholic home where he and his brother elwood were raised.
Cleaned Token After =  jake blues , released prison , puts together old band save catholic home brother elwood raised . 
Cleaned Token After Stem =  jake blue , releas prison , put togeth old band save cathol home brother elwood rais . 
Cleaned Token Before =  
    six tales of life and violence in the old west, following a singing gunslinger, a bank robber, a traveling impresario, an elderly prospector, a wagon train, and a perverse pair of bounty hunters.
Cleaned Token After =  six tales life violence old west , following singing gunslinger , bank robber , traveling impresario , elderly prospector , wagon train , perverse pair bounty hunters . 
Cleaned Token After Stem =  six tale life violenc old west , follow sing gunsling , bank robber , travel impresario , elderli prospector , wagon train , pervers pair bounti hunter . 
Cleaned Token Before =  
    a feature version of the broadway musical, in which a bodega owner has mixed feelings about closing his store and retiring to the dominican republic after inheriting his grandmother&#39;s fortune.
Cleaned Token After =  feature version broadway musical , bodega owner mixed feelings closing store retiring dominican republic inheriting grandmother &#39;s fortune . 
Cleaned Token After Stem =  featur version broadway music , bodega owner mix feel close store retir dominican republ inherit grandmoth &#39;s fortun . 
Cleaned Token Before =  
    to save her father from death in the army, a young maiden secretly goes in his place and becomes one of china&#39;s greatest heroines in the process.
Cleaned Token After =  save father death army , young maiden secretly goes place becomes one china &#39;s greatest heroines process . 
Cleaned Token After Stem =  save father death armi , young maiden secretli goe place becom one china &#39;s greatest heroin process . 
Cleaned Token Before =  
    a small-town girl and a city boy meet on the sunset strip while pursuing their hollywood dreams.
Cleaned Token After =  small-town girl city boy meet sunset strip pursuing hollywood dreams . 
Cleaned Token After Stem =  small-town girl citi boy meet sunset strip pursu hollywood dream . 
Cleaned Token Before =  
    julie is a teenage girl who finds her passion for music and life with the help of a high -concept band of teen boys (the phantoms) who have been dead for 25 years. julie, in turn, helps them become the band they were never able to be.
Cleaned Token After =  julie teenage girl finds passion music life help high -concept band teen boys ( phantoms ) dead 25 years . julie , turn , helps become band never able . 
Cleaned Token After Stem =  juli teenag girl find passion music life help high -concept band teen boy ( phantom ) dead 25 year . juli , turn , help becom band never abl . 
Cleaned Token Before =  
    a witch tasks a childless baker and his wife with procuring magical items from classic fairy tales to reverse the curse put on their family tree.
Cleaned Token After =  witch tasks childless baker wife procuring magical items classic fairy tales reverse curse put family tree . 
Cleaned Token After Stem =  witch task childless baker wife procur magic item classic fairi tale revers curs put famili tree . 
Cleaned Token Before =  
    when blu, a domesticated macaw from small-town minnesota, meets the fiercely independent jewel, he takes off on an adventure to rio de janeiro with the bird of his dreams.
Cleaned Token After =  blu , domesticated macaw small-town minnesota , meets fiercely independent jewel , takes adventure rio de janeiro bird dreams . 
Cleaned Token After Stem =  blu , domest macaw small-town minnesota , meet fierc independ jewel , take adventur rio de janeiro bird dream . 
Cleaned Token Before =  
    drama series following the investigations of ac-12, a controversial police anti-corruption unit.
Cleaned Token After =  drama series following investigations ac-12 , controversial police anti-corruption unit . 
Cleaned Token After Stem =  drama seri follow investig ac-12 , controversi polic anti-corrupt unit . 
Cleaned Token Before =  
    set in victorian london, the series follows a gang of troubled street teens who are manipulated into solving crimes for the sinister doctor watson and his mysterious business partner, the elusive sherlock holmes.
Cleaned Token After =  set victorian london , series follows gang troubled street teens manipulated solving crimes sinister doctor watson mysterious business partner , elusive sherlock holmes . 
Cleaned Token After Stem =  set victorian london , seri follow gang troubl street teen manipul solv crime sinist doctor watson mysteri busi partner , elus sherlock holm . 
Cleaned Token Before =  
    hell-bent on exacting revenge and proving he was framed for his sister&#39;s murder, álex sets out to unearth much more than the crime&#39;s real culprit.
Cleaned Token After =  hell-bent exacting revenge proving framed sister &#39;s murder , álex sets unearth much crime &#39;s real culprit . 
Cleaned Token After Stem =  hell-bent exact reveng prove frame sister &#39;s murder , álex set unearth much crime &#39;s real culprit . 
Cleaned Token Before =  
    a 16 year-old girl returns home from camp and learns that her mother has a new boyfriend, one she intends to marry; a man whose charm, intelligence and beauty make him look like he&#39;s not human at all.
Cleaned Token After =  16 year-old girl returns home camp learns mother new boyfriend , one intends marry ; man whose charm , intelligence beauty make look like &#39;s human . 
Cleaned Token After Stem =  16 year-old girl return home camp learn mother new boyfriend , one intend marri ; man whose charm , intellig beauti make look like &#39;s human . 
Cleaned Token Before =  
    a new fbi profiler, elizabeth keen, has her entire life uprooted when a mysterious criminal, raymond reddington, who has eluded capture for decades, turns himself in and insists on speaking only to her.
Cleaned Token After =  new fbi profiler , elizabeth keen , entire life uprooted mysterious criminal , raymond reddington , eluded capture decades , turns insists speaking . 
Cleaned Token After Stem =  new fbi profil , elizabeth keen , entir life uproot mysteri crimin , raymond reddington , elud captur decad , turn insist speak . 
Cleaned Token Before =  
    a homeschooled teenager begins to suspect her mother is keeping a dark secret from her.
Cleaned Token After =  homeschooled teenager begins suspect mother keeping dark secret . 
Cleaned Token After Stem =  homeschool teenag begin suspect mother keep dark secret . 
Cleaned Token Before =  
    this series follows the special victims unit, a specially trained squad of detectives in the n.y.p.d., who investigate sexually related crimes.
Cleaned Token After =  series follows special victims unit , specially trained squad detectives n.y.p.d. , investigate sexually related crimes . 
Cleaned Token After Stem =  seri follow special victim unit , special train squad detect n.y.p.d . , investig sexual relat crime . 
Cleaned Token Before =  
    the cases of the f.b.i. behavioral analysis unit (b.a.u.), an elite group of profilers who analyze the nation&#39;s most dangerous serial killers and individual heinous crimes in an effort to anticipate their next moves before they strike again.
Cleaned Token After =  cases f.b.i . behavioral analysis unit ( b.a.u . ) , elite group profilers analyze nation &#39;s dangerous serial killers individual heinous crimes effort anticipate next moves strike . 
Cleaned Token After Stem =  case f.b.i . behavior analysi unit ( b.a.u . ) , elit group profil analyz nation &#39;s danger serial killer individu heinou crime effort anticip next move strike . 
Cleaned Token Before =  
    an unusual group of robbers attempt to carry out the most perfect robbery in spanish history - stealing 2.4 billion euros from the royal mint of spain.
Cleaned Token After =  unusual group robbers attempt carry perfect robbery spanish history - stealing 2.4 billion euros royal mint spain . 
Cleaned Token After Stem =  unusu group robber attempt carri perfect robberi spanish histori - steal 2.4 billion euro royal mint spain . 
Cleaned Token Before =  
    when a young boy disappears, his mother, a police chief and his friends must confront terrifying supernatural forces in order to get him back.
Cleaned Token After =  young boy disappears , mother , police chief friends must confront terrifying supernatural forces order get back . 
Cleaned Token After Stem =  young boy disappear , mother , polic chief friend must confront terrifi supernatur forc order get back . 
Cleaned Token Before =  
    elliot stabler returns to the nypd to battle organized crime after a devastating personal loss.
Cleaned Token After =  elliot stabler returns nypd battle organized crime devastating personal loss . 
Cleaned Token After Stem =  elliot stabler return nypd battl organ crime devast person loss . 
Cleaned Token Before =  
    a crash-landed alien named harry who takes on the identity of a small-town colorado doctor and slowly begins to wrestle with the moral dilemma of his secret mission on earth.
Cleaned Token After =  crash-landed alien named harry takes identity small-town colorado doctor slowly begins wrestle moral dilemma secret mission earth . 
Cleaned Token After Stem =  crash-land alien name harri take ident small-town colorado doctor slowli begin wrestl moral dilemma secret mission earth . 
Cleaned Token Before =  
    as harry potter begins his sixth year at hogwarts, he discovers an old book marked as &#34;the property of the half-blood prince&#34; and begins to learn more about lord voldemort&#39;s dark past.
Cleaned Token After =  harry potter begins sixth year hogwarts , discovers old book marked `` property half-blood prince &#39;&#39; begins learn lord voldemort &#39;s dark past . 
Cleaned Token After Stem =  harri potter begin sixth year hogwart , discov old book mark `` properti half-blood princ `` begin learn lord voldemort &#39;s dark past . 
Cleaned Token Before =  
    two brothers follow their father&#39;s footsteps as hunters, fighting evil supernatural beings of many kinds, including monsters, demons and gods that roam the earth.
Cleaned Token After =  two brothers follow father &#39;s footsteps hunters , fighting evil supernatural beings many kinds , including monsters , demons gods roam earth . 
Cleaned Token After Stem =  two brother follow father &#39;s footstep hunter , fight evil supernatur be mani kind , includ monster , demon god roam earth . 
Cleaned Token Before =  
    the cases of the naval criminal investigative service&#39;s washington, d.c. major case response team, led by special agent leroy jethro gibbs.
Cleaned Token After =  cases naval criminal investigative service &#39;s washington , d.c. major case response team , led special agent leroy jethro gibbs . 
Cleaned Token After Stem =  case naval crimin investig servic &#39;s washington , d.c. major case respons team , led special agent leroy jethro gibb . 
Cleaned Token Before =  
    a reckless flight attendant with an alcoholism problem wakes up in the wrong hotel, in the wrong bed, with a dead man - and no idea what happened. unable to piece the night together, she begins to wonder if she could be the killer.
Cleaned Token After =  reckless flight attendant alcoholism problem wakes wrong hotel , wrong bed , dead man - idea happened . unable piece night together , begins wonder could killer . 
Cleaned Token After Stem =  reckless flight attend alcohol problem wake wrong hotel , wrong bed , dead man - idea happen . unabl piec night togeth , begin wonder could killer . 
Cleaned Token Before =  
    london detectives investigate crimes from the past, unravelling secrets left buried for years.
Cleaned Token After =  london detectives investigate crimes past , unravelling secrets left buried years . 
Cleaned Token After Stem =  london detect investig crime past , unravel secret left buri year . 
Cleaned Token Before =  
    a veteran detective chief inspector and his young sergeant investigate murders around the regional community of midsomer county.
Cleaned Token After =  veteran detective chief inspector young sergeant investigate murders around regional community midsomer county . 
Cleaned Token After Stem =  veteran detect chief inspector young sergeant investig murder around region commun midsom counti . 
Cleaned Token Before =  
    geralt of rivia, a solitary monster hunter, struggles to find his place in a world where people often prove more wicked than beasts.
Cleaned Token After =  geralt rivia , solitary monster hunter , struggles find place world people often prove wicked beasts . 
Cleaned Token After Stem =  geralt rivia , solitari monster hunter , struggl find place world peopl often prove wick beast . 
Cleaned Token Before =  
    while navigating the troubled waters of romance, school and family, archie and his gang become entangled in dark riverdale mysteries.
Cleaned Token After =  navigating troubled waters romance , school family , archie gang become entangled dark riverdale mysteries . 
Cleaned Token After Stem =  navig troubl water romanc , school famili , archi gang becom entangl dark riverdal mysteri . 
Cleaned Token Before =  
    it follows louise, a single mom with a son and a part-time job in a psychiatrist&#39;s office. she begins an affair with her boss and strikes up an unlikely friendship with his wife.
Cleaned Token After =  follows louise , single mom son part-time job psychiatrist &#39;s office . begins affair boss strikes unlikely friendship wife . 
Cleaned Token After Stem =  follow louis , singl mom son part-tim job psychiatrist &#39;s offic . begin affair boss strike unlik friendship wife . 
Cleaned Token Before =  
    the survivors of a plane crash are forced to work together in order to survive on a seemingly deserted tropical island.
Cleaned Token After =  survivors plane crash forced work together order survive seemingly deserted tropical island . 
Cleaned Token After Stem =  survivor plane crash forc work togeth order surviv seemingli desert tropic island . 
Cleaned Token Before =  
    anthology series that examines how and why ordinary people commit brutal crimes.
Cleaned Token After =  anthology series examines ordinary people commit brutal crimes . 
Cleaned Token After Stem =  antholog seri examin ordinari peopl commit brutal crime . 
Cleaned Token Before =  
    forensic anthropologist dr. temperance &#34;bones&#34; brennan and cocky f.b.i. special agent seeley booth build a team to investigate murders. quite often, there isn&#39;t more to examine than rotten flesh or mere bones.
Cleaned Token After =  forensic anthropologist dr. temperance `` bones &#39;&#39; brennan cocky f.b.i . special agent seeley booth build team investigate murders . quite often , n&#39;t examine rotten flesh mere bones . 
Cleaned Token After Stem =  forens anthropologist dr. temper `` bone `` brennan cocki f.b.i . special agent seeley booth build team investig murder . quit often , n&#39;t examin rotten flesh mere bone . 
Cleaned Token Before =  
    after being presumed dead, passengers onboard flight 828 return and discover the world has aged five years. as they reintegrate into society, they begin to experience guiding voices and visions, and soon a deeper mystery unfolds.
Cleaned Token After =  presumed dead , passengers onboard flight 828 return discover world aged five years . reintegrate society , begin experience guiding voices visions , soon deeper mystery unfolds . 
Cleaned Token After Stem =  presum dead , passeng onboard flight 828 return discov world age five year . reintegr societi , begin experi guid voic vision , soon deeper mysteri unfold . 
Cleaned Token Before =  
    the lives, loves, dangers and disasters in the town, mystic falls, virginia. creatures of unspeakable horror lurk beneath this town as a teenage girl is suddenly torn between two vampire brothers.
Cleaned Token After =  lives , loves , dangers disasters town , mystic falls , virginia . creatures unspeakable horror lurk beneath town teenage girl suddenly torn two vampire brothers . 
Cleaned Token After Stem =  live , love , danger disast town , mystic fall , virginia . creatur unspeak horror lurk beneath town teenag girl suddenli torn two vampir brother . 
Cleaned Token Before =  
    set at the intersection of the near future and the reimagined past, explore a world in which every human appetite can be indulged without consequence.
Cleaned Token After =  set intersection near future reimagined past , explore world every human appetite indulged without consequence . 
Cleaned Token After Stem =  set intersect near futur reimagin past , explor world everi human appetit indulg without consequ . 
Cleaned Token Before =  
    a bipolar cia operative becomes convinced a prisoner of war has been turned by al-qaeda and is planning to carry out a terrorist attack on american soil.
Cleaned Token After =  bipolar cia operative becomes convinced prisoner war turned al-qaeda planning carry terrorist attack american soil . 
Cleaned Token After Stem =  bipolar cia oper becom convinc prison war turn al-qaeda plan carri terrorist attack american soil . 
Cleaned Token Before =  
    the further adventures in time and space of the alien adventurer known as the doctor and their companions from planet earth.
Cleaned Token After =  adventures time space alien adventurer known doctor companions planet earth . 
Cleaned Token After Stem =  adventur time space alien adventur known doctor companion planet earth . 
Cleaned Token Before =  
    in the 24th century, a disparate band of antiheroes unravel a vast conspiracy that threatens the solar system&#39;s fragile state of cold war.
Cleaned Token After =  24th century , disparate band antiheroes unravel vast conspiracy threatens solar system &#39;s fragile state cold war . 
Cleaned Token After Stem =  24th centuri , dispar band antihero unravel vast conspiraci threaten solar system &#39;s fragil state cold war . 
Cleaned Token Before =  
    two f.b.i. agents, fox mulder the believer and dana scully the skeptic, investigate the strange and unexplained, while hidden forces work to impede their efforts.
Cleaned Token After =  two f.b.i . agents , fox mulder believer dana scully skeptic , investigate strange unexplained , hidden forces work impede efforts . 
Cleaned Token After Stem =  two f.b.i . agent , fox mulder believ dana sculli skeptic , investig strang unexplain , hidden forc work imped effort . 
Cleaned Token Before =  
    by day, mild-mannered dexter is a blood-spatter analyst for the miami police. but at night, he is a serial killer who only targets other murderers.
Cleaned Token After =  day , mild-mannered dexter blood-spatter analyst miami police . night , serial killer targets murderers . 
Cleaned Token After Stem =  day , mild-mann dexter blood-spatt analyst miami polic . night , serial killer target murder . 
Cleaned Token Before =  
    set ninety-seven years after a nuclear war has destroyed civilization, when a spaceship housing humanity&#39;s lone survivors sends one hundred juvenile delinquents back to earth, in hopes of possibly re-populating the planet.
Cleaned Token After =  set ninety-seven years nuclear war destroyed civilization , spaceship housing humanity &#39;s lone survivors sends one hundred juvenile delinquents back earth , hopes possibly re-populating planet . 
Cleaned Token After Stem =  set ninety-seven year nuclear war destroy civil , spaceship hous human &#39;s lone survivor send one hundr juvenil delinqu back earth , hope possibl re-popul planet . 
Cleaned Token Before =  
    aaron falk returns to his drought-stricken hometown to attend a tragic funeral. but his return opens a decades-old wound - the unsolved death of a teenage girl.
Cleaned Token After =  aaron falk returns drought-stricken hometown attend tragic funeral . return opens decades-old wound - unsolved death teenage girl . 
Cleaned Token After Stem =  aaron falk return drought-stricken hometown attend tragic funer . return open decades-old wound - unsolv death teenag girl . 
Cleaned Token Before =  
    a criminal mastermind unleashes a twisted form of justice in spiral, the terrifying new chapter from the book of saw.
Cleaned Token After =  criminal mastermind unleashes twisted form justice spiral , terrifying new chapter book saw . 
Cleaned Token After Stem =  crimin mastermind unleash twist form justic spiral , terrifi new chapter book saw . 
Cleaned Token Before =  
    a detective investigates the death of a patriarch of an eccentric, combative family.
Cleaned Token After =  detective investigates death patriarch eccentric , combative family . 
Cleaned Token After Stem =  detect investig death patriarch eccentr , comb famili . 
Cleaned Token Before =  
    an antisocial maverick doctor who specializes in diagnostic medicine does whatever it takes to solve puzzling cases that come his way using his crack team of doctors and his wits.
Cleaned Token After =  antisocial maverick doctor specializes diagnostic medicine whatever takes solve puzzling cases come way using crack team doctors wits . 
Cleaned Token After Stem =  antisoci maverick doctor special diagnost medicin whatev take solv puzzl case come way use crack team doctor wit . 
Cleaned Token Before =  
    stuck in a time loop, two wedding guests develop a budding romance while living the same day over and over again.
Cleaned Token After =  stuck time loop , two wedding guests develop budding romance living day . 
Cleaned Token After Stem =  stuck time loop , two wed guest develop bud romanc live day . 
Cleaned Token Before =  
    seasonal anthology series in which police investigations unearth the personal and professional secrets of those involved, both within and outside the law.
Cleaned Token After =  seasonal anthology series police investigations unearth personal professional secrets involved , within outside law . 
Cleaned Token After Stem =  season antholog seri polic investig unearth person profession secret involv , within outsid law . 
Cleaned Token Before =  
    set almost 100 years after captain kirk&#39;s five-year mission, a new generation of starfleet officers set off in the u.s.s. enterprise-d on their own mission to go where no one has gone before.
Cleaned Token After =  set almost 100 years captain kirk &#39;s five-year mission , new generation starfleet officers set u.s.s . enterprise-d mission go one gone . 
Cleaned Token After Stem =  set almost 100 year captain kirk &#39;s five-year mission , new gener starfleet offic set u.s. . enterprise-d mission go one gone . 
Cleaned Token Before =  
    revolves around a family of new york cops.
Cleaned Token After =  revolves around family new york cops . 
Cleaned Token After Stem =  revolv around famili new york cop . 
Cleaned Token Before =  
    a uk police di is transferred to st-marie to investigate murders on the island, but he hates the sun, sea, and sand. later series see other english and irish detectives take over the role.
Cleaned Token After =  uk police di transferred st-marie investigate murders island , hates sun , sea , sand . later series see english irish detectives take role . 
Cleaned Token After Stem =  uk polic di transfer st-mari investig murder island , hate sun , sea , sand . later seri see english irish detect take role . 
Cleaned Token Before =  
    the story of the film is based on real events of financial market that took place between 1990 and 2000 involving harshad mehta and his financial crimes.
Cleaned Token After =  story film based real events financial market took place 1990 2000 involving harshad mehta financial crimes . 
Cleaned Token After Stem =  stori film base real event financi market took place 1990 2000 involv harshad mehta financi crime . 
Cleaned Token Before =  
    spoiled billionaire playboy oliver queen is missing and presumed dead when his yacht is lost at sea. he returns five years later a changed man, determined to clean up the city as a hooded vigilante armed with a bow.
Cleaned Token After =  spoiled billionaire playboy oliver queen missing presumed dead yacht lost sea . returns five years later changed man , determined clean city hooded vigilante armed bow . 
Cleaned Token After Stem =  spoil billionair playboy oliv queen miss presum dead yacht lost sea . return five year later chang man , determin clean citi hood vigilant arm bow . 
Cleaned Token Before =  
    due to a political conspiracy, an innocent man is sent to death row and his only hope is his brother, who makes it his mission to deliberately get himself sent to the same prison in order to break the both of them out, from the inside.
Cleaned Token After =  due political conspiracy , innocent man sent death row hope brother , makes mission deliberately get sent prison order break , inside . 
Cleaned Token After Stem =  due polit conspiraci , innoc man sent death row hope brother , make mission deliber get sent prison order break , insid . 
Cleaned Token Before =  
    an artist relocates to the hudson valley and begins to suspect that her marriage has a sinister darkness, one that rivals her new home&#39;s history.
Cleaned Token After =  artist relocates hudson valley begins suspect marriage sinister darkness , one rivals new home &#39;s history . 
Cleaned Token After Stem =  artist reloc hudson valley begin suspect marriag sinist dark , one rival new home &#39;s histori . 
Cleaned Token Before =  
    a couple travels to scandinavia to visit a rural hometown&#39;s fabled swedish mid-summer festival. what begins as an idyllic retreat quickly devolves into an increasingly violent and bizarre competition at the hands of a pagan cult.
Cleaned Token After =  couple travels scandinavia visit rural hometown &#39;s fabled swedish mid-summer festival . begins idyllic retreat quickly devolves increasingly violent bizarre competition hands pagan cult . 
Cleaned Token After Stem =  coupl travel scandinavia visit rural hometown &#39;s fabl swedish mid-summ festiv . begin idyl retreat quickli devolv increasingli violent bizarr competit hand pagan cult . 
Cleaned Token Before =  
    an enigmatic figure who uses her extensive skills to help those with nowhere else to turn.
Cleaned Token After =  enigmatic figure uses extensive skills help nowhere else turn . 
Cleaned Token After Stem =  enigmat figur use extens skill help nowher els turn . 
Cleaned Token Before =  
    hope mikaelson, a tribrid daughter of a vampire/werewolf hybrid, makes her way in the world.
Cleaned Token After =  hope mikaelson , tribrid daughter vampire/werewolf hybrid , makes way world . 
Cleaned Token After Stem =  hope mikaelson , tribrid daughter vampire/werewolf hybrid , make way world . 
Cleaned Token Before =  
    an agoraphobic woman living alone in new york begins spying on her new neighbors, only to witness a disturbing act of violence.
Cleaned Token After =  agoraphobic woman living alone new york begins spying new neighbors , witness disturbing act violence . 
Cleaned Token After Stem =  agoraphob woman live alon new york begin spi new neighbor , wit disturb act violenc . 
Cleaned Token Before =  
    a drama centered on the personal and professional lives of five surgical interns and their supervisors.
Cleaned Token After =  drama centered personal professional lives five surgical interns supervisors . 
Cleaned Token After Stem =  drama center person profession live five surgic intern supervisor . 
Cleaned Token Before =  
    vikings transports us to the brutal and mysterious world of ragnar lothbrok, a viking warrior and farmer who yearns to explore - and raid - the distant shores across the ocean.
Cleaned Token After =  vikings transports us brutal mysterious world ragnar lothbrok , viking warrior farmer yearns explore - raid - distant shores across ocean . 
Cleaned Token After Stem =  vike transport us brutal mysteri world ragnar lothbrok , vike warrior farmer yearn explor - raid - distant shore across ocean . 
Cleaned Token Before =  
    a heartwarming and emotional story about a unique set of triplets, their struggles and their wonderful parents.
Cleaned Token After =  heartwarming emotional story unique set triplets , struggles wonderful parents . 
Cleaned Token After Stem =  heartwarm emot stori uniqu set triplet , struggl wonder parent . 
Cleaned Token Before =  
    an english combat nurse from 1945 is mysteriously swept back in time to 1743.
Cleaned Token After =  english combat nurse 1945 mysteriously swept back time 1743 . 
Cleaned Token After Stem =  english combat nurs 1945 mysteri swept back time 1743 . 
Cleaned Token Before =  
    three different but related families face trials and tribulations in their own uniquely comedic ways.
Cleaned Token After =  three different related families face trials tribulations uniquely comedic ways . 
Cleaned Token After Stem =  three differ relat famili face trial tribul uniqu comed way . 
Cleaned Token Before =  
    wealth, lust, and betrayal set against the backdrop of regency-era england, seen through the eyes of the powerful bridgerton family.
Cleaned Token After =  wealth , lust , betrayal set backdrop regency-era england , seen eyes powerful bridgerton family . 
Cleaned Token After Stem =  wealth , lust , betray set backdrop regency-era england , seen eye power bridgerton famili . 
Cleaned Token Before =  
    follows the personal and professional lives of six twenty to thirty-something-year-old friends living in manhattan.
Cleaned Token After =  follows personal professional lives six twenty thirty-something-year-old friends living manhattan . 
Cleaned Token After Stem =  follow person profession live six twenti thirty-something-year-old friend live manhattan . 
Cleaned Token Before =  
    a woman who moves into an apartment across the hall from two brilliant but socially awkward physicists shows them how little they know about life outside of the laboratory.
Cleaned Token After =  woman moves apartment across hall two brilliant socially awkward physicists shows little know life outside laboratory . 
Cleaned Token After Stem =  woman move apart across hall two brilliant social awkward physicist show littl know life outsid laboratori . 
Cleaned Token Before =  
    while navigating the troubled waters of romance, school and family, archie and his gang become entangled in dark riverdale mysteries.
Cleaned Token After =  navigating troubled waters romance , school family , archie gang become entangled dark riverdale mysteries . 
Cleaned Token After Stem =  navig troubl water romanc , school famili , archi gang becom entangl dark riverdal mysteri . 
Cleaned Token Before =  
    forensic anthropologist dr. temperance &#34;bones&#34; brennan and cocky f.b.i. special agent seeley booth build a team to investigate murders. quite often, there isn&#39;t more to examine than rotten flesh or mere bones.
Cleaned Token After =  forensic anthropologist dr. temperance `` bones &#39;&#39; brennan cocky f.b.i . special agent seeley booth build team investigate murders . quite often , n&#39;t examine rotten flesh mere bones . 
Cleaned Token After Stem =  forens anthropologist dr. temper `` bone `` brennan cocki f.b.i . special agent seeley booth build team investig murder . quit often , n&#39;t examin rotten flesh mere bone . 
Cleaned Token Before =  
    paris, the late 1960s. madame claude is at the head of a flourishing business dedicated to prostitution that gives her power over both the french political and criminal worlds. but the end of her empire is closer than she thinks.
Cleaned Token After =  paris , late 1960s . madame claude head flourishing business dedicated prostitution gives power french political criminal worlds . end empire closer thinks . 
Cleaned Token After Stem =  pari , late 1960 . madam claud head flourish busi dedic prostitut give power french polit crimin world . end empir closer think . 
Cleaned Token Before =  
    a father recounts to his children - through a series of flashbacks - the journey he and his four best friends took leading up to him meeting their mother.
Cleaned Token After =  father recounts children - series flashbacks - journey four best friends took leading meeting mother . 
Cleaned Token After Stem =  father recount children - seri flashback - journey four best friend took lead meet mother . 
Cleaned Token Before =  
    massimo is a member of the sicilian mafia family and laura is a sales director. she does not expect that on a trip to sicily trying to save her relationship, massimo will kidnap her and give her 365 days to fall in love with him.
Cleaned Token After =  massimo member sicilian mafia family laura sales director . expect trip sicily trying save relationship , massimo kidnap give 365 days fall love . 
Cleaned Token After Stem =  massimo member sicilian mafia famili laura sale director . expect trip sicili tri save relationship , massimo kidnap give 365 day fall love . 
Cleaned Token Before =  
    the lives, loves, dangers and disasters in the town, mystic falls, virginia. creatures of unspeakable horror lurk beneath this town as a teenage girl is suddenly torn between two vampire brothers.
Cleaned Token After =  lives , loves , dangers disasters town , mystic falls , virginia . creatures unspeakable horror lurk beneath town teenage girl suddenly torn two vampire brothers . 
Cleaned Token After Stem =  live , love , danger disast town , mystic fall , virginia . creatur unspeak horror lurk beneath town teenag girl suddenli torn two vampir brother . 
Cleaned Token Before =  
    follow the world&#39;s most famous super hero and comic books&#39; most famous journalist as they deal with all the stress, pressures, and complexities that come with being working parents in today&#39;s society.
Cleaned Token After =  follow world &#39;s famous super hero comic books &#39; famous journalist deal stress , pressures , complexities come working parents today &#39;s society . 
Cleaned Token After Stem =  follow world &#39;s famou super hero comic book &#39; famou journalist deal stress , pressur , complex come work parent today &#39;s societi . 
Cleaned Token Before =  
    stuck in a time loop, two wedding guests develop a budding romance while living the same day over and over again.
Cleaned Token After =  stuck time loop , two wedding guests develop budding romance living day . 
Cleaned Token After Stem =  stuck time loop , two wed guest develop bud romanc live day . 
Cleaned Token Before =  
    after being fired from her job and dumped by her boyfriend, a cosmetics saleswoman becomes the nanny to the three children of a rich english widower. as time passes, the two fall for each other.
Cleaned Token After =  fired job dumped boyfriend , cosmetics saleswoman becomes nanny three children rich english widower . time passes , two fall . 
Cleaned Token After Stem =  fire job dump boyfriend , cosmet saleswoman becom nanni three children rich english widow . time pass , two fall . 
Cleaned Token Before =  
    elle woods, a fashionable sorority queen, is dumped by her boyfriend. she decides to follow him to law school. while she is there, she figures out that there is more to her than just looks.
Cleaned Token After =  elle woods , fashionable sorority queen , dumped boyfriend . decides follow law school . , figures looks . 
Cleaned Token After Stem =  ell wood , fashion soror queen , dump boyfriend . decid follow law school . , figur look . 
Cleaned Token Before =  
    the story of crown princess märtha, who fought for her country and her marriage during the tragic events of world war ii.
Cleaned Token After =  story crown princess märtha , fought country marriage tragic events world war ii . 
Cleaned Token After Stem =  stori crown princess märtha , fought countri marriag tragic event world war ii . 
Cleaned Token Before =  
    a group of friends becomes motivated to living fuller lives after the unexpected death of a close friend.
Cleaned Token After =  group friends becomes motivated living fuller lives unexpected death close friend . 
Cleaned Token After Stem =  group friend becom motiv live fuller live unexpect death close friend . 
Cleaned Token Before =  
    a dangerously charming, intensely obsessive young man goes to extreme measures to insert himself into the lives of those he is transfixed by.
Cleaned Token After =  dangerously charming , intensely obsessive young man goes extreme measures insert lives transfixed . 
Cleaned Token After Stem =  danger charm , intens obsess young man goe extrem measur insert live transfix . 
Cleaned Token Before =  
    a young woman, destined to slay vampires, demons and other infernal creatures, deals with her life fighting evil, with the help of her friends.
Cleaned Token After =  young woman , destined slay vampires , demons infernal creatures , deals life fighting evil , help friends . 
Cleaned Token After Stem =  young woman , destin slay vampir , demon infern creatur , deal life fight evil , help friend . 
Cleaned Token Before =  
    marinette and adrien, two normal teens, transform into superheroes ladybug and cat noir when an evil threatens their city.
Cleaned Token After =  marinette adrien , two normal teens , transform superheroes ladybug cat noir evil threatens city . 
Cleaned Token After Stem =  marinett adrien , two normal teen , transform superhero ladybug cat noir evil threaten citi . 
Cleaned Token Before =  
    a hedonistic jingle writer&#39;s free-wheeling life comes to an abrupt halt when his brother and 10-year-old nephew move into his beach-front house.
Cleaned Token After =  hedonistic jingle writer &#39;s free-wheeling life comes abrupt halt brother 10-year-old nephew move beach-front house . 
Cleaned Token After Stem =  hedonist jingl writer &#39;s free-wheel life come abrupt halt brother 10-year-old nephew move beach-front hous . 
Cleaned Token Before =  
    a young woman with a troubled past is drawn to a small town in maine where fairy tales are to be believed.
Cleaned Token After =  young woman troubled past drawn small town maine fairy tales believed . 
Cleaned Token After Stem =  young woman troubl past drawn small town main fairi tale believ . 
Cleaned Token Before =  
    a greedy film producer assembles a team of moviemakers and sets out for the infamous skull island, where they find more than just cannibalistic natives.
Cleaned Token After =  greedy film producer assembles team moviemakers sets infamous skull island , find cannibalistic natives . 
Cleaned Token After Stem =  greedi film produc assembl team moviemak set infam skull island , find cannibalist nativ . 
Cleaned Token Before =  
    good girl sandy olsson and greaser danny zuko fell in love over the summer. when they unexpectedly discover they&#39;re now in the same high school, will they be able to rekindle their romance?
Cleaned Token After =  good girl sandy olsson greaser danny zuko fell love summer . unexpectedly discover &#39;re high school , able rekindle romance ? 
Cleaned Token After Stem =  good girl sandi olsson greaser danni zuko fell love summer . unexpectedli discov &#39;re high school , abl rekindl romanc ? 
Cleaned Token Before =  
    this spinoff of the critically acclaimed show grey&#39;s anatomy follows the lives of the men and women of firehouse station 19 in seattle, washington.
Cleaned Token After =  spinoff critically acclaimed show grey &#39;s anatomy follows lives men women firehouse station 19 seattle , washington . 
Cleaned Token After Stem =  spinoff critic acclaim show grey &#39;s anatomi follow live men women firehous station 19 seattl , washington . 
Cleaned Token Before =  
    after a serial killer imitates the plots of his novels, successful mystery novelist richard &#34;rick&#34; castle receives permission from the mayor of new york city to tag along with an nypd homicide investigation team for research purposes.
Cleaned Token After =  serial killer imitates plots novels , successful mystery novelist richard `` rick &#39;&#39; castle receives permission mayor new york city tag along nypd homicide investigation team research purposes . 
Cleaned Token After Stem =  serial killer imit plot novel , success mysteri novelist richard `` rick `` castl receiv permiss mayor new york citi tag along nypd homicid investig team research purpos . 
Cleaned Token Before =  
    diana bishop, historian and witch, accesses ashmole 782 and knows she must solve its mysteries. she is offered help by the enigmatic matthew clairmont, but he&#39;s a vampire and witches should never trust vampires.
Cleaned Token After =  diana bishop , historian witch , accesses ashmole 782 knows must solve mysteries . offered help enigmatic matthew clairmont , &#39;s vampire witches never trust vampires . 
Cleaned Token After Stem =  diana bishop , historian witch , access ashmol 782 know must solv mysteri . offer help enigmat matthew clairmont , &#39;s vampir witch never trust vampir . 
Cleaned Token Before =  
    the lives, loves and losses of the doctors and nurses of chicago&#39;s county general hospital.
Cleaned Token After =  lives , loves losses doctors nurses chicago &#39;s county general hospital . 
Cleaned Token After Stem =  live , love loss doctor nurs chicago &#39;s counti gener hospit . 
Cleaned Token Before =  
    a seventeen-year-old aristocrat falls in love with a kind but poor artist aboard the luxurious, ill-fated r.m.s. titanic.
Cleaned Token After =  seventeen-year-old aristocrat falls love kind poor artist aboard luxurious , ill-fated r.m.s . titanic . 
Cleaned Token After Stem =  seventeen-year-old aristocrat fall love kind poor artist aboard luxuri , ill-fat r.m. . titan . 
Cleaned Token Before =  
    an average high school student and his best friend get caught up in some trouble causing him to receive a werewolf bite. as a result they find themselves in the middle of all sorts of dramas in beacon hills.
Cleaned Token After =  average high school student best friend get caught trouble causing receive werewolf bite . result find middle sorts dramas beacon hills . 
Cleaned Token After Stem =  averag high school student best friend get caught troubl caus receiv werewolf bite . result find middl sort drama beacon hill . 
Cleaned Token Before =  
    an extremely pampered african prince travels to queens, new york, and goes undercover to find a wife that he can respect for her intelligence and strong will.
Cleaned Token After =  extremely pampered african prince travels queens , new york , goes undercover find wife respect intelligence strong . 
Cleaned Token After Stem =  extrem pamper african princ travel queen , new york , goe undercov find wife respect intellig strong . 
Cleaned Token Before =  
    a chronicle of the lives of the british aristocratic crawley family and their servants in the early twentieth century.
Cleaned Token After =  chronicle lives british aristocratic crawley family servants early twentieth century . 
Cleaned Token After Stem =  chronicl live british aristocrat crawley famili servant earli twentieth centuri . 
Cleaned Token Before =  
    incurable romantic lotte finds her life upended when her plans for a picture-perfect wedding unravel -- just as her self-absorbed sister gets engaged..
Cleaned Token After =  incurable romantic lotte finds life upended plans picture-perfect wedding unravel -- self-absorbed sister gets engaged.. 
Cleaned Token After Stem =  incur romant lott find life upend plan picture-perfect wed unravel -- self-absorb sister get engaged.. 
Cleaned Token Before =  
    secrets and truths unfold through the lives of female friends in one suburban neighborhood, after the mysterious suicide of a neighbor.
Cleaned Token After =  secrets truths unfold lives female friends one suburban neighborhood , mysterious suicide neighbor . 
Cleaned Token After Stem =  secret truth unfold live femal friend one suburban neighborhood , mysteri suicid neighbor . 
Cleaned Token Before =  
    the presidencies of kennedy and johnson, the vietnam war, the watergate scandal and other historical events unfold from the perspective of an alabama man with an iq of 75, whose only desire is to be reunited with his childhood sweetheart.
Cleaned Token After =  presidencies kennedy johnson , vietnam war , watergate scandal historical events unfold perspective alabama man iq 75 , whose desire reunited childhood sweetheart . 
Cleaned Token After Stem =  presid kennedi johnson , vietnam war , waterg scandal histor event unfold perspect alabama man iq 75 , whose desir reunit childhood sweetheart . 
Cleaned Token Before =  
    a young man and woman decide to take their friendship to the next level without becoming a couple, but soon discover that adding sex only leads to complications.
Cleaned Token After =  young man woman decide take friendship next level without becoming couple , soon discover adding sex leads complications . 
Cleaned Token After Stem =  young man woman decid take friendship next level without becom coupl , soon discov ad sex lead complic . 
Cleaned Token Before =  
    murphy is an american living in paris who enters a highly sexually and emotionally charged relationship with electra. unaware of the effect it will have on their relationship, they invite their pretty neighbor into their bed.
Cleaned Token After =  murphy american living paris enters highly sexually emotionally charged relationship electra . unaware effect relationship , invite pretty neighbor bed . 
Cleaned Token After Stem =  murphi american live pari enter highli sexual emot charg relationship electra . unawar effect relationship , invit pretti neighbor bed . 
Cleaned Token Before =  
    after being mistaken for younger than she really is, a single mother decides to take the chance to reboot her career and her love life as a 26-year old.
Cleaned Token After =  mistaken younger really , single mother decides take chance reboot career love life 26-year old . 
Cleaned Token After Stem =  mistaken younger realli , singl mother decid take chanc reboot career love life 26-year old . 
Cleaned Token Before =  
    telepathic waitress sookie stackhouse encounters a strange new supernatural world when she meets the mysterious bill compton, a southern louisiana gentleman and vampire.
Cleaned Token After =  telepathic waitress sookie stackhouse encounters strange new supernatural world meets mysterious bill compton , southern louisiana gentleman vampire . 
Cleaned Token After Stem =  telepath waitress sooki stackhous encount strang new supernatur world meet mysteri bill compton , southern louisiana gentleman vampir . 
Cleaned Token Before =  
    tully and kate support each other through good times and bad with an unbreakable bond that carries them from their teens to their forties.
Cleaned Token After =  tully kate support good times bad unbreakable bond carries teens forties . 
Cleaned Token After Stem =  tulli kate support good time bad unbreak bond carri teen forti . 
Cleaned Token Before =  
    a newly sober single mom tries to pull her life together in napa valley while dealing with her wayward mother.
Cleaned Token After =  newly sober single mom tries pull life together napa valley dealing wayward mother . 
Cleaned Token After Stem =  newli sober singl mom tri pull life togeth napa valley deal wayward mother . 
Cleaned Token Before =  
    the life of spartacus, the gladiator who lead a rebellion against the romans. from his time as an ally of the romans, to his betrayal and becoming a gladiator, to the rebellion he leads and its ultimate outcome.
Cleaned Token After =  life spartacus , gladiator lead rebellion romans . time ally romans , betrayal becoming gladiator , rebellion leads ultimate outcome . 
Cleaned Token After Stem =  life spartacu , gladiat lead rebellion roman . time alli roman , betray becom gladiat , rebellion lead ultim outcom . 
Cleaned Token Before =  
    at a los angeles beach, a team of lifeguards led by lieutenant mitch buchannon save lives, deal with personal dramas, fight crime and participate in over the top adventures on a daily basis.
Cleaned Token After =  los angeles beach , team lifeguards led lieutenant mitch buchannon save lives , deal personal dramas , fight crime participate top adventures daily basis . 
Cleaned Token After Stem =  lo angel beach , team lifeguard led lieuten mitch buchannon save live , deal person drama , fight crime particip top adventur daili basi . 
Cleaned Token Before =  
    four people and their otherworldly frienemy struggle in the afterlife to define what it means to be good.
Cleaned Token After =  four people otherworldly frienemy struggle afterlife define means good . 
Cleaned Token After Stem =  four peopl otherworldli frienemi struggl afterlif defin mean good . 
Cleaned Token Before =  
    a young clark kent struggles to find his place in the world as he learns to harness his alien powers for good and deals with the typical troubles of teenage life in smallville, kansas.
Cleaned Token After =  young clark kent struggles find place world learns harness alien powers good deals typical troubles teenage life smallville , kansas . 
Cleaned Token After Stem =  young clark kent struggl find place world learn har alien power good deal typic troubl teenag life smallvil , kansa . 
Cleaned Token Before =  
    a fedex executive undergoes a physical and emotional transformation after crash landing on a deserted island.
Cleaned Token After =  fedex executive undergoes physical emotional transformation crash landing deserted island . 
Cleaned Token After Stem =  fedex execut undergo physic emot transform crash land desert island . 
Cleaned Token Before =  
    four friends in a small coastal town help each other cope with adolescence.
Cleaned Token After =  four friends small coastal town help cope adolescence . 
Cleaned Token After Stem =  four friend small coastal town help cope adolesc . 
Cleaned Token Before =  
    the epic next chapter in the cinematic monsterverse pits two of the greatest icons in motion picture history against one another - the fearsome godzilla and the mighty kong - with humanity caught in the balance.
Cleaned Token After =  epic next chapter cinematic monsterverse pits two greatest icons motion picture history one another - fearsome godzilla mighty kong - humanity caught balance . 
Cleaned Token After Stem =  epic next chapter cinemat monstervers pit two greatest icon motion pictur histori one anoth - fearsom godzilla mighti kong - human caught balanc . 
Cleaned Token Before =  
    following the events of &#39;avengers: endgame,&#39; sam wilson/falcon and bucky barnes/winter soldier team up in a global adventure that tests their abilities -- and their patience.
Cleaned Token After =  following events &#39;avengers : endgame , &#39; sam wilson/falcon bucky barnes/winter soldier team global adventure tests abilities -- patience . 
Cleaned Token After Stem =  follow event &#39;aveng : endgam , &#39; sam wilson/falcon bucki barnes/wint soldier team global adventur test abil -- patienc . 
Cleaned Token Before =  
    a film about natasha romanoff in her quests between the films civil war and infinity war.
Cleaned Token After =  film natasha romanoff quests films civil war infinity war . 
Cleaned Token After Stem =  film natasha romanoff quest film civil war infin war . 
Cleaned Token Before =  
    the first generation of superheroes have kept the world safe for nearly a century. now their children must live up to their legacy in an epic drama that spans decades and navigates the dynamics of family, power and loyalty.
Cleaned Token After =  first generation superheroes kept world safe nearly century . children must live legacy epic drama spans decades navigates dynamics family , power loyalty . 
Cleaned Token After Stem =  first gener superhero kept world safe nearli centuri . children must live legaci epic drama span decad navig dynam famili , power loyalti . 
Cleaned Token Before =  
    determined to ensure superman&#39;s ultimate sacrifice was not in vain, bruce wayne aligns forces with diana prince with plans to recruit a team of metahumans to protect the world from an approaching threat of catastrophic proportions.
Cleaned Token After =  determined ensure superman &#39;s ultimate sacrifice vain , bruce wayne aligns forces diana prince plans recruit team metahumans protect world approaching threat catastrophic proportions . 
Cleaned Token After Stem =  determin ensur superman &#39;s ultim sacrific vain , bruce wayn align forc diana princ plan recruit team metahuman protect world approach threat catastroph proport . 
Cleaned Token Before =  
    mma fighter cole young seeks out earth&#39;s greatest champions in order to stand against the enemies of outworld in a high stakes battle for the universe.
Cleaned Token After =  mma fighter cole young seeks earth &#39;s greatest champions order stand enemies outworld high stakes battle universe . 
Cleaned Token After Stem =  mma fighter cole young seek earth &#39;s greatest champion order stand enemi outworld high stake battl univers . 
Cleaned Token Before =  
    an adult animated series based on the skybound/image comic about a teenager whose father is the most powerful superhero on the planet.
Cleaned Token After =  adult animated series based skybound/image comic teenager whose father powerful superhero planet . 
Cleaned Token After Stem =  adult anim seri base skybound/imag comic teenag whose father power superhero planet . 
Cleaned Token Before =  
    supervillains harley quinn, bloodsport, peacemaker and a collection of nutty cons at belle reve prison join the super-secret, super-shady task force x as they are dropped off at the remote, enemy-infused island of corto maltese.
Cleaned Token After =  supervillains harley quinn , bloodsport , peacemaker collection nutty cons belle reve prison join super-secret , super-shady task force x dropped remote , enemy-infused island corto maltese . 
Cleaned Token After Stem =  supervillain harley quinn , bloodsport , peacemak collect nutti con bell reve prison join super-secret , super-shadi task forc x drop remot , enemy-infus island corto maltes . 
Cleaned Token Before =  
    in a world where supervillains are commonplace, two estranged childhood best friends reunite after one devises a treatment that gives them powers to protect their city.
Cleaned Token After =  world supervillains commonplace , two estranged childhood best friends reunite one devises treatment gives powers protect city . 
Cleaned Token After Stem =  world supervillain commonplac , two estrang childhood best friend reunit one devis treatment give power protect citi . 
Cleaned Token Before =  
add a plot

Cleaned Token After =  add plot 
Cleaned Token After Stem =  add plot 
Cleaned Token Before =  
    a young woman, on the run after 10 years in a suffocating marriage to a tech billionaire, suddenly realizes that her husband has implanted a revolutionary monitoring device in her brain that allows him to track her every move.
Cleaned Token After =  young woman , run 10 years suffocating marriage tech billionaire , suddenly realizes husband implanted revolutionary monitoring device brain allows track every move . 
Cleaned Token After Stem =  young woman , run 10 year suffoc marriag tech billionair , suddenli realiz husband implant revolutionari monitor devic brain allow track everi move . 
Cleaned Token Before =  
    a 16 year-old girl returns home from camp and learns that her mother has a new boyfriend, one she intends to marry; a man whose charm, intelligence and beauty make him look like he&#39;s not human at all.
Cleaned Token After =  16 year-old girl returns home camp learns mother new boyfriend , one intends marry ; man whose charm , intelligence beauty make look like &#39;s human . 
Cleaned Token After Stem =  16 year-old girl return home camp learn mother new boyfriend , one intend marri ; man whose charm , intellig beauti make look like &#39;s human . 
Cleaned Token Before =  
    two unlikely companions embark on a perilous adventure through the badlands of an unexplored planet as they try to escape a dangerous and disorienting reality, where all inner thoughts are seen and heard by everyone.
Cleaned Token After =  two unlikely companions embark perilous adventure badlands unexplored planet try escape dangerous disorienting reality , inner thoughts seen heard everyone . 
Cleaned Token After Stem =  two unlik companion embark peril adventur badland unexplor planet tri escap danger disori realiti , inner thought seen heard everyon . 
Cleaned Token Before =  
    blends the style of classic sitcoms with the mcu, in which wanda maximoff and vision - two super-powered beings living their ideal suburban lives - begin to suspect that everything is not as it seems.
Cleaned Token After =  blends style classic sitcoms mcu , wanda maximoff vision - two super-powered beings living ideal suburban lives - begin suspect everything seems . 
Cleaned Token After Stem =  blend style classic sitcom mcu , wanda maximoff vision - two super-pow be live ideal suburban live - begin suspect everyth seem . 
Cleaned Token Before =  
    the crypto-zoological agency monarch faces off against a battery of god-sized monsters, including the mighty godzilla, who collides with mothra, rodan, and his ultimate nemesis, the three-headed king ghidorah.
Cleaned Token After =  crypto-zoological agency monarch faces battery god-sized monsters , including mighty godzilla , collides mothra , rodan , ultimate nemesis , three-headed king ghidorah . 
Cleaned Token After Stem =  crypto-zoolog agenc monarch face batteri god-siz monster , includ mighti godzilla , collid mothra , rodan , ultim nemesi , three-head king ghidorah . 
Cleaned Token Before =  
    set in a dystopian future, a woman is forced to live as a concubine under a fundamentalist theocratic dictatorship.
Cleaned Token After =  set dystopian future , woman forced live concubine fundamentalist theocratic dictatorship . 
Cleaned Token After Stem =  set dystopian futur , woman forc live concubin fundamentalist theocrat dictatorship . 
Cleaned Token Before =  
    after being struck by lightning, barry allen wakes up from his coma to discover he&#39;s been given the power of super speed, becoming the next flash, fighting crime in central city.
Cleaned Token After =  struck lightning , barry allen wakes coma discover &#39;s given power super speed , becoming next flash , fighting crime central city . 
Cleaned Token After Stem =  struck lightn , barri allen wake coma discov &#39;s given power super speed , becom next flash , fight crime central citi . 
Cleaned Token Before =  
    when a young boy disappears, his mother, a police chief and his friends must confront terrifying supernatural forces in order to get him back.
Cleaned Token After =  young boy disappears , mother , police chief friends must confront terrifying supernatural forces order get back . 
Cleaned Token After Stem =  young boy disappear , mother , polic chief friend must confront terrifi supernatur forc order get back . 
Cleaned Token Before =  
    a crew of astronauts on a multi-generational mission descend into paranoia and madness, not knowing what is real or not.
Cleaned Token After =  crew astronauts multi-generational mission descend paranoia madness , knowing real . 
Cleaned Token After Stem =  crew astronaut multi-gener mission descend paranoia mad , know real . 
Cleaned Token Before =  
    seven years after the world has become a frozen wasteland, the remnants of humanity inhabit a perpetually-moving train that circles the globe, where class warfare, social injustice and the politics of survival play out.
Cleaned Token After =  seven years world become frozen wasteland , remnants humanity inhabit perpetually-moving train circles globe , class warfare , social injustice politics survival play . 
Cleaned Token After Stem =  seven year world becom frozen wasteland , remnant human inhabit perpetually-mov train circl globe , class warfar , social injustic polit surviv play . 
Cleaned Token Before =  
    a crash-landed alien named harry who takes on the identity of a small-town colorado doctor and slowly begins to wrestle with the moral dilemma of his secret mission on earth.
Cleaned Token After =  crash-landed alien named harry takes identity small-town colorado doctor slowly begins wrestle moral dilemma secret mission earth . 
Cleaned Token After Stem =  crash-land alien name harri take ident small-town colorado doctor slowli begin wrestl moral dilemma secret mission earth . 
Cleaned Token Before =  
    a group of vigilantes set out to take down corrupt superheroes who abuse their superpowers.
Cleaned Token After =  group vigilantes set take corrupt superheroes abuse superpowers . 
Cleaned Token After Stem =  group vigilant set take corrupt superhero abus superpow . 
Cleaned Token Before =  
    the travels of a lone bounty hunter in the outer reaches of the galaxy, far from the authority of the new republic.
Cleaned Token After =  travels lone bounty hunter outer reaches galaxy , far authority new republic . 
Cleaned Token After Stem =  travel lone bounti hunter outer reach galaxi , far author new republ . 
Cleaned Token Before =  
    after the vietnam war, a team of scientists explores an uncharted island in the pacific, venturing into the domain of the mighty kong, and must fight to escape a primal eden.
Cleaned Token After =  vietnam war , team scientists explores uncharted island pacific , venturing domain mighty kong , must fight escape primal eden . 
Cleaned Token After Stem =  vietnam war , team scientist explor unchart island pacif , ventur domain mighti kong , must fight escap primal eden . 
Cleaned Token Before =  
    the world is beset by the appearance of monstrous creatures, but one of them may be the only one who can save humanity.
Cleaned Token After =  world beset appearance monstrous creatures , one may one save humanity . 
Cleaned Token After Stem =  world beset appear monstrou creatur , one may one save human . 
Cleaned Token Before =  
    fueled by his restored faith in humanity and inspired by superman&#39;s selfless act, bruce wayne enlists the help of his new-found ally, diana prince, to face an even greater enemy.
Cleaned Token After =  fueled restored faith humanity inspired superman &#39;s selfless act , bruce wayne enlists help new-found ally , diana prince , face even greater enemy . 
Cleaned Token After Stem =  fuel restor faith human inspir superman &#39;s selfless act , bruce wayn enlist help new-found alli , diana princ , face even greater enemi . 
Cleaned Token Before =  
    armed with only one word, tenet, and fighting for the survival of the entire world, a protagonist journeys through a twilight world of international espionage on a mission that will unfold in something beyond real time.
Cleaned Token After =  armed one word , tenet , fighting survival entire world , protagonist journeys twilight world international espionage mission unfold something beyond real time . 
Cleaned Token After Stem =  arm one word , tenet , fight surviv entir world , protagonist journey twilight world intern espionag mission unfold someth beyond real time . 
Cleaned Token Before =  
    an epic tale following a gang of victorian women who find themselves with unusual abilities, relentless enemies, and a mission that might change the world.
Cleaned Token After =  epic tale following gang victorian women find unusual abilities , relentless enemies , mission might change world . 
Cleaned Token After Stem =  epic tale follow gang victorian women find unusu abil , relentless enemi , mission might chang world . 
Cleaned Token Before =  
    after the devastating events of avengers: infinity war (2018), the universe is in ruins. with the help of remaining allies, the avengers assemble once more in order to reverse thanos&#39; actions and restore balance to the universe.
Cleaned Token After =  devastating events avengers : infinity war ( 2018 ) , universe ruins . help remaining allies , avengers assemble order reverse thanos &#39; actions restore balance universe . 
Cleaned Token After Stem =  devast event aveng : infin war ( 2018 ) , univers ruin . help remain alli , aveng assembl order revers thano &#39; action restor balanc univers . 
Cleaned Token Before =  
    the survivors of a plane crash are forced to work together in order to survive on a seemingly deserted tropical island.
Cleaned Token After =  survivors plane crash forced work together order survive seemingly deserted tropical island . 
Cleaned Token After Stem =  survivor plane crash forc work togeth order surviv seemingli desert tropic island . 
Cleaned Token Before =  
    in an alternative version of 1969, the soviet union beats the united states to the moon, and the space race continues on for decades with still grander challenges and goals.
Cleaned Token After =  alternative version 1969 , soviet union beats united states moon , space race continues decades still grander challenges goals . 
Cleaned Token After Stem =  altern version 1969 , soviet union beat unit state moon , space race continu decad still grander challeng goal . 
Cleaned Token Before =  
    an anthology series exploring a twisted, high-tech multiverse where humanity&#39;s greatest innovations and darkest instincts collide.
Cleaned Token After =  anthology series exploring twisted , high-tech multiverse humanity &#39;s greatest innovations darkest instincts collide . 
Cleaned Token After Stem =  antholog seri explor twist , high-tech multivers human &#39;s greatest innov darkest instinct collid . 
Cleaned Token Before =  
    a walking dead spin-off, set in los angeles, following two families who must band together to survive the undead apocalypse.
Cleaned Token After =  walking dead spin-off , set los angeles , following two families must band together survive undead apocalypse . 
Cleaned Token After Stem =  walk dead spin-off , set lo angel , follow two famili must band togeth surviv undead apocalyps . 
Cleaned Token Before =  
    the adventures of superman&#39;s cousin in her own superhero career.
Cleaned Token After =  adventures superman &#39;s cousin superhero career . 
Cleaned Token After Stem =  adventur superman &#39;s cousin superhero career . 
Cleaned Token Before =  
    after being presumed dead, passengers onboard flight 828 return and discover the world has aged five years. as they reintegrate into society, they begin to experience guiding voices and visions, and soon a deeper mystery unfolds.
Cleaned Token After =  presumed dead , passengers onboard flight 828 return discover world aged five years . reintegrate society , begin experience guiding voices visions , soon deeper mystery unfolds . 
Cleaned Token After Stem =  presum dead , passeng onboard flight 828 return discov world age five year . reintegr societi , begin experi guid voic vision , soon deeper mysteri unfold . 
Cleaned Token Before =  
    set at the intersection of the near future and the reimagined past, explore a world in which every human appetite can be indulged without consequence.
Cleaned Token After =  set intersection near future reimagined past , explore world every human appetite indulged without consequence . 
Cleaned Token After Stem =  set intersect near futur reimagin past , explor world everi human appetit indulg without consequ . 
Cleaned Token Before =  
    after the world is in ruins, due to a man-made plague, a battle of biblical proportions ensues between the survivors.
Cleaned Token After =  world ruins , due man-made plague , battle biblical proportions ensues survivors . 
Cleaned Token After Stem =  world ruin , due man-mad plagu , battl biblic proport ensu survivor . 
Cleaned Token Before =  
    follow the world&#39;s most famous super hero and comic books&#39; most famous journalist as they deal with all the stress, pressures, and complexities that come with being working parents in today&#39;s society.
Cleaned Token After =  follow world &#39;s famous super hero comic books &#39; famous journalist deal stress , pressures , complexities come working parents today &#39;s society . 
Cleaned Token After Stem =  follow world &#39;s famou super hero comic book &#39; famou journalist deal stress , pressur , complex come work parent today &#39;s societi . 
Cleaned Token Before =  
    the further adventures in time and space of the alien adventurer known as the doctor and their companions from planet earth.
Cleaned Token After =  adventures time space alien adventurer known doctor companions planet earth . 
Cleaned Token After Stem =  adventur time space alien adventur known doctor companion planet earth . 
Cleaned Token Before =  
    the missions of the strategic homeland intervention, enforcement and logistics division.
Cleaned Token After =  missions strategic homeland intervention , enforcement logistics division . 
Cleaned Token After Stem =  mission strateg homeland intervent , enforc logist divis . 
Cleaned Token Before =  
    in the 24th century, a disparate band of antiheroes unravel a vast conspiracy that threatens the solar system&#39;s fragile state of cold war.
Cleaned Token After =  24th century , disparate band antiheroes unravel vast conspiracy threatens solar system &#39;s fragile state cold war . 
Cleaned Token After Stem =  24th centuri , dispar band antihero unravel vast conspiraci threaten solar system &#39;s fragil state cold war . 
Cleaned Token Before =  
    two f.b.i. agents, fox mulder the believer and dana scully the skeptic, investigate the strange and unexplained, while hidden forces work to impede their efforts.
Cleaned Token After =  two f.b.i . agents , fox mulder believer dana scully skeptic , investigate strange unexplained , hidden forces work impede efforts . 
Cleaned Token After Stem =  two f.b.i . agent , fox mulder believ dana sculli skeptic , investig strang unexplain , hidden forc work imped effort . 
Cleaned Token Before =  
    set ninety-seven years after a nuclear war has destroyed civilization, when a spaceship housing humanity&#39;s lone survivors sends one hundred juvenile delinquents back to earth, in hopes of possibly re-populating the planet.
Cleaned Token After =  set ninety-seven years nuclear war destroyed civilization , spaceship housing humanity &#39;s lone survivors sends one hundred juvenile delinquents back earth , hopes possibly re-populating planet . 
Cleaned Token After Stem =  set ninety-seven year nuclear war destroy civil , spaceship hous human &#39;s lone survivor send one hundr juvenil delinqu back earth , hope possibl re-popul planet . 
Cleaned Token Before =  
    love -- and lies -- spiral when a dna researcher helps discover a way to find the perfect partner, and creates a bold new matchmaking service.
Cleaned Token After =  love -- lies -- spiral dna researcher helps discover way find perfect partner , creates bold new matchmaking service . 
Cleaned Token After Stem =  love -- lie -- spiral dna research help discov way find perfect partner , creat bold new matchmak servic . 
Cleaned Token Before =  
    in a desperate attempt to win a basketball match and earn their freedom, the looney tunes seek the aid of retired basketball champion, michael jordan.
Cleaned Token After =  desperate attempt win basketball match earn freedom , looney tunes seek aid retired basketball champion , michael jordan . 
Cleaned Token After Stem =  desper attempt win basketbal match earn freedom , looney tune seek aid retir basketbal champion , michael jordan . 
Cleaned Token Before =  
    an animated series that follows the exploits of a super scientist and his not-so-bright grandson.
Cleaned Token After =  animated series follows exploits super scientist not-so-bright grandson . 
Cleaned Token After Stem =  anim seri follow exploit super scientist not-so-bright grandson . 
Cleaned Token Before =  
    t&#39;challa, heir to the hidden but advanced kingdom of wakanda, must step forward to lead his people into a new future and must confront a challenger from his country&#39;s past.
Cleaned Token After =  t&#39;challa , heir hidden advanced kingdom wakanda , must step forward lead people new future must confront challenger country &#39;s past . 
Cleaned Token After Stem =  t&#39;challa , heir hidden advanc kingdom wakanda , must step forward lead peopl new futur must confront challeng countri &#39;s past . 
Cleaned Token Before =  
    ten years before kirk, spock, and the enterprise, the uss discovery discovers new worlds and lifeforms as one starfleet officer learns to understand all things alien.
Cleaned Token After =  ten years kirk , spock , enterprise , uss discovery discovers new worlds lifeforms one starfleet officer learns understand things alien . 
Cleaned Token After Stem =  ten year kirk , spock , enterpris , uss discoveri discov new world lifeform one starfleet offic learn understand thing alien . 
Cleaned Token Before =  
    a continuation of spider-man far from home
Cleaned Token After =  continuation spider-man far home 
Cleaned Token After Stem =  continu spider-man far home 
Cleaned Token Before =  
    set almost 100 years after captain kirk&#39;s five-year mission, a new generation of starfleet officers set off in the u.s.s. enterprise-d on their own mission to go where no one has gone before.
Cleaned Token After =  set almost 100 years captain kirk &#39;s five-year mission , new generation starfleet officers set u.s.s . enterprise-d mission go one gone . 
Cleaned Token After Stem =  set almost 100 year captain kirk &#39;s five-year mission , new gener starfleet offic set u.s. . enterprise-d mission go one gone . 
Cleaned Token Before =  
    serialized remake of &#39;the princess bride&#39; told in short chapters featuring celebrities at home during quarantine.
Cleaned Token After =  serialized remake &#39;the princess bride &#39; told short chapters featuring celebrities home quarantine . 
Cleaned Token After Stem =  serial remak &#39;the princess bride &#39; told short chapter featur celebr home quarantin . 
Cleaned Token Before =  
    at home and bored during the pandemic lockdown, zoë bell picks a fight with her boss bitch friends. glorious mayhem ensues.
Cleaned Token After =  home bored pandemic lockdown , zoë bell picks fight boss bitch friends . glorious mayhem ensues . 
Cleaned Token After Stem =  home bore pandem lockdown , zoë bell pick fight boss bitch friend . gloriou mayhem ensu . 
Cleaned Token Before =  
    in &#34;two distant strangers&#34;, cartoonist carter james&#39; repeated attempts to get home to his dog are thwarted by a recurring deadly encounter that forces him to re-live the same awful day over...                see full summary »

Cleaned Token After =  `` two distant strangers &#39;&#39; , cartoonist carter james &#39; repeated attempts get home dog thwarted recurring deadly encounter forces re-live awful day ... see full summary » 
Cleaned Token After Stem =  `` two distant stranger `` , cartoonist carter jame &#39; repeat attempt get home dog thwart recur deadli encount forc re-liv aw day ... see full summari » 
Cleaned Token Before =  
    a 12-year-old boy and his best friend, wise 28-year-old dog with magical powers, go on a series of surreal adventures with each other in a remote future.
Cleaned Token After =  12-year-old boy best friend , wise 28-year-old dog magical powers , go series surreal adventures remote future . 
Cleaned Token After Stem =  12-year-old boy best friend , wise 28-year-old dog magic power , go seri surreal adventur remot futur . 
Cleaned Token Before =  
    a collection of animated short stories that span various genres including science fiction, fantasy, horror and comedy.
Cleaned Token After =  collection animated short stories span various genres including science fiction , fantasy , horror comedy . 
Cleaned Token After Stem =  collect anim short stori span variou genr includ scienc fiction , fantasi , horror comedi . 
Cleaned Token Before =  
    the slice-of-life adventures of an australian blue heeler cattle dog puppy as she has fun with her family and friends in everyday situations.
Cleaned Token After =  slice-of-life adventures australian blue heeler cattle dog puppy fun family friends everyday situations . 
Cleaned Token After Stem =  slice-of-lif adventur australian blue heeler cattl dog puppi fun famili friend everyday situat . 
Cleaned Token Before =  
    after years in hiding, obi-wan kenobi struggles to reconnect with the force in order to protect luke skywalker from imperial forces.
Cleaned Token After =  years hiding , obi-wan kenobi struggles reconnect force order protect luke skywalker imperial forces . 
Cleaned Token After Stem =  year hide , obi-wan kenobi struggl reconnect forc order protect luke skywalk imperi forc . 
Cleaned Token Before =  
    phineas and ferb invent, scheme, and stay one step ahead of their bratty sister. meanwhile, their pet platypus plots against evil dr. doofenshmirtz.
Cleaned Token After =  phineas ferb invent , scheme , stay one step ahead bratty sister . meanwhile , pet platypus plots evil dr. doofenshmirtz . 
Cleaned Token After Stem =  phinea ferb invent , scheme , stay one step ahead bratti sister . meanwhil , pet platypu plot evil dr. doofenshmirtz . 
Cleaned Token Before =  
    the daily surreal adventures of a blue jay and raccoon duo that attempt to deal with their mundane jobs as groundskeepers at the local park.
Cleaned Token After =  daily surreal adventures blue jay raccoon duo attempt deal mundane jobs groundskeepers local park . 
Cleaned Token After Stem =  daili surreal adventur blue jay raccoon duo attempt deal mundan job groundskeep local park . 
Cleaned Token Before =  
    twenty-five years after the second movie&#39;s release, the banks family gathered together for a zoom call and a very special wedding-related announcement.
Cleaned Token After =  twenty-five years second movie &#39;s release , banks family gathered together zoom call special wedding-related announcement . 
Cleaned Token After Stem =  twenty-f year second movi &#39;s releas , bank famili gather togeth zoom call special wedding-rel announc . 
Cleaned Token Before =  
add a plot

Cleaned Token After =  add plot 
Cleaned Token After Stem =  add plot 
Cleaned Token Before =  
    a terrifying origin story of the pandemic, diamond princess chronicles the first and largest outbreak of the novel coronavirus outside china: the diamond princess cruise liner. through ...                see full summary »

Cleaned Token After =  terrifying origin story pandemic , diamond princess chronicles first largest outbreak novel coronavirus outside china : diamond princess cruise liner . ... see full summary » 
Cleaned Token After Stem =  terrifi origin stori pandem , diamond princess chronicl first largest outbreak novel coronaviru outsid china : diamond princess cruis liner . ... see full summari » 
Cleaned Token Before =  
    venice: a city full of beauty, love, music, and brutal trash talk. join the pom&#39;s team in saying &#34;au revoir, chris hemsworth&#34;.
Cleaned Token After =  venice : city full beauty , love , music , brutal trash talk . join pom &#39;s team saying `` au revoir , chris hemsworth &#39;&#39; . 
Cleaned Token After Stem =  venic : citi full beauti , love , music , brutal trash talk . join pom &#39;s team say `` au revoir , chri hemsworth `` . 
Cleaned Token Before =  
    a young single mother drops her son of at the bus stop to visit his dad in paris. after being late for work, she almost gets fired. at the end of her duties she gets into a tricky situation which she handles, with the advice her colleague gave her.
Cleaned Token After =  young single mother drops son bus stop visit dad paris . late work , almost gets fired . end duties gets tricky situation handles , advice colleague gave . 
Cleaned Token After Stem =  young singl mother drop son bu stop visit dad pari . late work , almost get fire . end duti get tricki situat handl , advic colleagu gave . 
Cleaned Token Before =  
    ralph, a bunny being interviewed for a documentary, goes through his daily routine as a &#34;tester&#34; in a lab.
Cleaned Token After =  ralph , bunny interviewed documentary , goes daily routine `` tester &#39;&#39; lab . 
Cleaned Token After Stem =  ralph , bunni interview documentari , goe daili routin `` tester `` lab . 
Cleaned Token Before =  
    superhero roommates robin, cyborg, starfire, raven and beast boy love saving the day, but what happens when they&#39;re done fighting crime?
Cleaned Token After =  superhero roommates robin , cyborg , starfire , raven beast boy love saving day , happens &#39;re done fighting crime ? 
Cleaned Token After Stem =  superhero roommat robin , cyborg , starfir , raven beast boy love save day , happen &#39;re done fight crime ? 
Cleaned Token Before =  
    a guardians of the galaxy video, the guardians inferno, featuring 80s pop star zardu hasselfrau.
Cleaned Token After =  guardians galaxy video , guardians inferno , featuring 80s pop star zardu hasselfrau . 
Cleaned Token After Stem =  guardian galaxi video , guardian inferno , featur 80 pop star zardu hasselfrau . 
Cleaned Token Before =  
    a humorous piece that looks at waititi&#39;s work as director and digital-physical-voice actor for the film.
Cleaned Token After =  humorous piece looks waititi &#39;s work director digital-physical-voice actor film . 
Cleaned Token After Stem =  humor piec look waititi &#39;s work director digital-physical-voic actor film . 
Cleaned Token Before =  
    ordinary anne boonchuy, 13, finds a treasure chest that sends her to amphibia, a world full of frogs, toads, and giant insects. with help from sprig, she must adjust to life in amphibia and discover her first true friendship in her life.
Cleaned Token After =  ordinary anne boonchuy , 13 , finds treasure chest sends amphibia , world full frogs , toads , giant insects . help sprig , must adjust life amphibia discover first true friendship life . 
Cleaned Token After Stem =  ordinari ann boonchuy , 13 , find treasur chest send amphibia , world full frog , toad , giant insect . help sprig , must adjust life amphibia discov first true friendship life . 
Cleaned Token Before =  
add a plot

Cleaned Token After =  add plot 
Cleaned Token After Stem =  add plot 
Cleaned Token Before =  
    takes place in 1869, before the events of the original movie. it will finally reveal how the cursed game came to be and the adventures of the first people who played jumanji.
Cleaned Token After =  takes place 1869 , events original movie . finally reveal cursed game came adventures first people played jumanji . 
Cleaned Token After Stem =  take place 1869 , event origin movi . final reveal curs game came adventur first peopl play jumanji . 
Cleaned Token Before =  
    follow blitz, a classic demon imp who sets out to run his own small assassin business with his weapons specialist moxxie, his bruiser millie, and his receptionist hellhound loona. together ...                see full summary »

Cleaned Token After =  follow blitz , classic demon imp sets run small assassin business weapons specialist moxxie , bruiser millie , receptionist hellhound loona . together ... see full summary » 
Cleaned Token After Stem =  follow blitz , classic demon imp set run small assassin busi weapon specialist moxxi , bruiser milli , receptionist hellhound loona . togeth ... see full summari » 
Cleaned Token Before =  
    inside the series of the same name.
Cleaned Token After =  inside series name . 
Cleaned Token After Stem =  insid seri name . 
Cleaned Token Before =  
    detective jackson briggs recruits the assassin hanzo hasachi into an undercover mission - enter an illegal tournament and eliminate all its criminal participants.
Cleaned Token After =  detective jackson briggs recruits assassin hanzo hasachi undercover mission - enter illegal tournament eliminate criminal participants . 
Cleaned Token After Stem =  detect jackson brigg recruit assassin hanzo hasachi undercov mission - enter illeg tournament elimin crimin particip . 
Cleaned Token Before =  
    the adventurous life of cricket green, a country boy who moves with his family from their rural farm to a modern metropolis.
Cleaned Token After =  adventurous life cricket green , country boy moves family rural farm modern metropolis . 
Cleaned Token After Stem =  adventur life cricket green , countri boy move famili rural farm modern metropoli . 
Cleaned Token Before =  
    in 2019 hong kong was rocked by the largest protests since britain handed back the area to china in 1997. this is the story of the protests, told through a series of demonstrations by local...                see full summary »

Cleaned Token After =  2019 hong kong rocked largest protests since britain handed back area china 1997. story protests , told series demonstrations local ... see full summary » 
Cleaned Token After Stem =  2019 hong kong rock largest protest sinc britain hand back area china 1997. stori protest , told seri demonstr local ... see full summari » 
Cleaned Token Before =  
    quibi series explores stories based on urban legends from different places in the united states, taking viewers deeper into the horrors that lurk just beneath the surface.
Cleaned Token After =  quibi series explores stories based urban legends different places united states , taking viewers deeper horrors lurk beneath surface . 
Cleaned Token After Stem =  quibi seri explor stori base urban legend differ place unit state , take viewer deeper horror lurk beneath surfac . 
Cleaned Token Before =  
    at a jewish funeral service with her parents, a college student runs into her sugar daddy.
Cleaned Token After =  jewish funeral service parents , college student runs sugar daddy . 
Cleaned Token After Stem =  jewish funer servic parent , colleg student run sugar daddi . 
Cleaned Token Before =  
    on his wedding anniversary, yusef and his young daughter set out in the west bank to buy his wife a gift. between soldiers, segregated roads and checkpoints, how easy would it be to go shopping?
Cleaned Token After =  wedding anniversary , yusef young daughter set west bank buy wife gift . soldiers , segregated roads checkpoints , easy would go shopping ? 
Cleaned Token After Stem =  wed anniversari , yusef young daughter set west bank buy wife gift . soldier , segreg road checkpoint , easi would go shop ? 
Cleaned Token Before =  
    while the gcpd is looking for the missing police officers, batman gets an invitation from an old foe from the arkham asylum.
Cleaned Token After =  gcpd looking missing police officers , batman gets invitation old foe arkham asylum . 
Cleaned Token After Stem =  gcpd look miss polic offic , batman get invit old foe arkham asylum . 
Cleaned Token Before =  
    tom holland, zendaya and jacob batalon &#34;accidentally&#34; reveal the title for marvel&#39;s spider-man 3, directed by jon watts. the movie&#39;s title is spider-man: no way home, and it will be released in theaters christmas 2021.
Cleaned Token After =  tom holland , zendaya jacob batalon `` accidentally &#39;&#39; reveal title marvel &#39;s spider-man 3 , directed jon watts . movie &#39;s title spider-man : way home , released theaters christmas 2021 . 
Cleaned Token After Stem =  tom holland , zendaya jacob batalon `` accident `` reveal titl marvel &#39;s spider-man 3 , direct jon watt . movi &#39;s titl spider-man : way home , releas theater christma 2021 . 
Cleaned Token Before =  
    in the aftermath of tragedy, two grieving parents journey through an emotional void as they mourn the loss of a child.
Cleaned Token After =  aftermath tragedy , two grieving parents journey emotional void mourn loss child . 
Cleaned Token After Stem =  aftermath tragedi , two griev parent journey emot void mourn loss child . 
Cleaned Token Before =  
    when a corrections officer is transferred to the letter room, he soon finds himself enmeshed in a prisoner&#39;s deeply private life.
Cleaned Token After =  corrections officer transferred letter room , soon finds enmeshed prisoner &#39;s deeply private life . 
Cleaned Token After Stem =  correct offic transfer letter room , soon find enmesh prison &#39;s deepli privat life . 
Cleaned Token Before =  
    an updated iteration of the classic looney tunes characters focusing on their satirical misadventures living in suburbia.
Cleaned Token After =  updated iteration classic looney tunes characters focusing satirical misadventures living suburbia . 
Cleaned Token After Stem =  updat iter classic looney tune charact focus satir misadventur live suburbia . 
Cleaned Token Before =  
    ben 10 is the fifth iteration of the ben 10 franchise. it serves as a reboot of the television series loosely based upon the original series.
Cleaned Token After =  ben 10 fifth iteration ben 10 franchise . serves reboot television series loosely based upon original series . 
Cleaned Token After Stem =  ben 10 fifth iter ben 10 franchis . serv reboot televis seri loos base upon origin seri . 
Cleaned Token Before =  
    twenty-five years after the events of four weddings and a funeral (1994), charles, carrie, fiona, tom, david, matthew, bernard, lydia and father gerald are back in church. but whose wedding is it - and will there be any more familiar faces?
Cleaned Token After =  twenty-five years events four weddings funeral ( 1994 ) , charles , carrie , fiona , tom , david , matthew , bernard , lydia father gerald back church . whose wedding - familiar faces ? 
Cleaned Token After Stem =  twenty-f year event four wed funer ( 1994 ) , charl , carri , fiona , tom , david , matthew , bernard , lydia father gerald back church . whose wed - familiar face ? 
Cleaned Token Before =  
    the series features comic fights between an iconic pair of adversaries, a house cat (tom) and a mouse (jerry). the plots of each short usually center on tom and jerry&#39;s numerous attempts to...                see full summary »

Cleaned Token After =  series features comic fights iconic pair adversaries , house cat ( tom ) mouse ( jerry ) . plots short usually center tom jerry &#39;s numerous attempts ... see full summary » 
Cleaned Token After Stem =  seri featur comic fight icon pair adversari , hous cat ( tom ) mous ( jerri ) . plot short usual center tom jerri &#39;s numer attempt ... see full summari » 
Cleaned Token Before =  
    for people who love everything about porn...except the sex.
Cleaned Token After =  people love everything porn ... except sex . 
Cleaned Token After Stem =  peopl love everyth porn ... except sex . 
Cleaned Token Before =  
    desperate to take care of his pregnant wife before a terminal illness can take his life, dodge maynard accepts an offer to participate in a deadly game where he soon discovers that he&#39;s not the hunter - but the prey.
Cleaned Token After =  desperate take care pregnant wife terminal illness take life , dodge maynard accepts offer participate deadly game soon discovers &#39;s hunter - prey . 
Cleaned Token After Stem =  desper take care pregnant wife termin ill take life , dodg maynard accept offer particip deadli game soon discov &#39;s hunter - prey . 
Cleaned Token Before =  
    an elderly couple regain their youth in the rain.
Cleaned Token After =  elderly couple regain youth rain . 
Cleaned Token After Stem =  elderli coupl regain youth rain . 
Cleaned Token Before =  
    after secret agent michael scarn (played by steve carell) is forced into retirement due to the death of his wife catherine zeta-scarn, the president of the united states of america (played ...                see full summary »

Cleaned Token After =  secret agent michael scarn ( played steve carell ) forced retirement due death wife catherine zeta-scarn , president united states america ( played ... see full summary » 
Cleaned Token After Stem =  secret agent michael scarn ( play steve carel ) forc retir due death wife catherin zeta-scarn , presid unit state america ( play ... see full summari » 
Cleaned Token Before =  
    a woman watches time passing next to the suitcases of her ex-lover (who is supposed to come pick them up, but never arrives) and a restless dog who doesn&#39;t understand that his master has abandoned him. two living beings facing abandonment.
Cleaned Token After =  woman watches time passing next suitcases ex-lover ( supposed come pick , never arrives ) restless dog n&#39;t understand master abandoned . two living beings facing abandonment . 
Cleaned Token After Stem =  woman watch time pass next suitcas ex-lov ( suppos come pick , never arriv ) restless dog n&#39;t understand master abandon . two live be face abandon . 
Cleaned Token Before =  
    léo is dragged to a nudist camping resort by his mother. like most boys at the age of 12 or 13, being nude in public holds little appeal for léo, who protests by wearing extra layers. until...                see full summary »

Cleaned Token After =  léo dragged nudist camping resort mother . like boys age 12 13 , nude public holds little appeal léo , protests wearing extra layers . ... see full summary » 
Cleaned Token After Stem =  léo drag nudist camp resort mother . like boy age 12 13 , nude public hold littl appeal léo , protest wear extra layer . ... see full summari » 
Cleaned Token Before =  
    in this short prequel to the first pirates of the caribbean movie, two feisty brides-to-be discover that they have something in common - the absent groom. still, there are plenty of pirates who&#39;d love to trade their goats for &#39;em.
Cleaned Token After =  short prequel first pirates caribbean movie , two feisty brides-to-be discover something common - absent groom . still , plenty pirates &#39;d love trade goats &#39;em . 
Cleaned Token After Stem =  short prequel first pirat caribbean movi , two feisti brides-to-b discov someth common - absent groom . still , plenti pirat &#39;d love trade goat &#39;em . 
Cleaned Token Before =  
    an unassuming young rideshare driver is thrown into her worst nightmare when a mysterious hollywood hills passenger enters her car.
Cleaned Token After =  unassuming young rideshare driver thrown worst nightmare mysterious hollywood hills passenger enters car . 
Cleaned Token After Stem =  unassum young rideshar driver thrown worst nightmar mysteri hollywood hill passeng enter car . 
Cleaned Token Before =  
    in 1985, kung fury, the toughest martial artist cop in miami, goes back in time to kill the worst criminal of all time - kung führer, a.k.a. adolf hitler.
Cleaned Token After =  1985 , kung fury , toughest martial artist cop miami , goes back time kill worst criminal time - kung führer , a.k.a . adolf hitler . 
Cleaned Token After Stem =  1985 , kung furi , toughest martial artist cop miami , goe back time kill worst crimin time - kung führer , a.k.a . adolf hitler . 
Cleaned Token Before =  
    after catastrophe is betrayed, she teams up with female crime-fighters to take back what is hers and get her revenge from arsyn.
Cleaned Token After =  catastrophe betrayed , teams female crime-fighters take back get revenge arsyn . 
Cleaned Token After Stem =  catastroph betray , team femal crime-fight take back get reveng arsyn . 
Cleaned Token Before =  
    state of the union follows louise and tom who meet in a pub immediately before their weekly marital therapy session. each episode pieces together how their lives were, what drew them together, and what has started to pull them apart.
Cleaned Token After =  state union follows louise tom meet pub immediately weekly marital therapy session . episode pieces together lives , drew together , started pull apart . 
Cleaned Token After Stem =  state union follow louis tom meet pub immedi weekli marit therapi session . episod piec togeth live , drew togeth , start pull apart . 
Cleaned Token Before =  
    brian dundee tries to locate his father, crocodile dundee, in the australian outback.
Cleaned Token After =  brian dundee tries locate father , crocodile dundee , australian outback . 
Cleaned Token After Stem =  brian dunde tri locat father , crocodil dunde , australian outback . 
Cleaned Token Before =  
    an inside look at the making of american crime story: the assassination of gianni versace.
Cleaned Token After =  inside look making american crime story : assassination gianni versace . 
Cleaned Token After Stem =  insid look make american crime stori : assassin gianni versac . 
Cleaned Token Before =  
    after failing to make the cut to join the now powerhouse mighty ducks junior hockey team, 12-year-old evan&#39;s mother encourages him to form a new team of underdogs with help from gordon bombay, the ducks&#39; original coach.
Cleaned Token After =  failing make cut join powerhouse mighty ducks junior hockey team , 12-year-old evan &#39;s mother encourages form new team underdogs help gordon bombay , ducks &#39; original coach . 
Cleaned Token After Stem =  fail make cut join powerhous mighti duck junior hockey team , 12-year-old evan &#39;s mother encourag form new team underdog help gordon bombay , duck &#39; origin coach . 
Cleaned Token Before =  
    follows us american football coach ted lasso heading to the uk to manage a struggling london football team in the top flight of english football.
Cleaned Token After =  follows us american football coach ted lasso heading uk manage struggling london football team top flight english football . 
Cleaned Token After Stem =  follow us american footbal coach ted lasso head uk manag struggl london footbal team top flight english footbal . 
Cleaned Token Before =  
    decades after their 1984 all valley karate tournament bout, a middle-aged daniel larusso and johnny lawrence find themselves martial-arts rivals again.
Cleaned Token After =  decades 1984 valley karate tournament bout , middle-aged daniel larusso johnny lawrence find martial-arts rivals . 
Cleaned Token After Stem =  decad 1984 valley karat tournament bout , middle-ag daniel larusso johnni lawrenc find martial-art rival . 
Cleaned Token Before =  
    in a desperate attempt to win a basketball match and earn their freedom, the looney tunes seek the aid of retired basketball champion, michael jordan.
Cleaned Token After =  desperate attempt win basketball match earn freedom , looney tunes seek aid retired basketball champion , michael jordan . 
Cleaned Token After Stem =  desper attempt win basketbal match earn freedom , looney tune seek aid retir basketbal champion , michael jordan . 
Cleaned Token Before =  
    a self-centered minnesota lawyer is sentenced to community service coaching a rag tag youth hockey team.
Cleaned Token After =  self-centered minnesota lawyer sentenced community service coaching rag tag youth hockey team . 
Cleaned Token After Stem =  self-cent minnesota lawyer sentenc commun servic coach rag tag youth hockey team . 
Cleaned Token Before =  
    half-brothers lucas and nathan scott trade between kinship and rivalry both on the basketball court and in the hearts of their friends in the small, but not so quiet town of tree hill, north carolina.
Cleaned Token After =  half-brothers lucas nathan scott trade kinship rivalry basketball court hearts friends small , quiet town tree hill , north carolina . 
Cleaned Token After Stem =  half-broth luca nathan scott trade kinship rivalri basketbal court heart friend small , quiet town tree hill , north carolina . 
Cleaned Token Before =  
    american car designer carroll shelby and driver ken miles battle corporate interference and the laws of physics to build a revolutionary race car for ford in order to defeat ferrari at the 24 hours of le mans in 1966.
Cleaned Token After =  american car designer carroll shelby driver ken miles battle corporate interference laws physics build revolutionary race car ford order defeat ferrari 24 hours le mans 1966 . 
Cleaned Token After Stem =  american car design carrol shelbi driver ken mile battl corpor interfer law physic build revolutionari race car ford order defeat ferrari 24 hour le man 1966 . 
Cleaned Token Before =  
    can gordon&#39;s team win the junior goodwill games in california in spite of all the set-backs?
Cleaned Token After =  gordon &#39;s team win junior goodwill games california spite set-backs ? 
Cleaned Token After Stem =  gordon &#39;s team win junior goodwil game california spite set-back ? 
Cleaned Token Before =  
    jeff &#34;the dude&#34; lebowski, mistaken for a millionaire of the same name, seeks restitution for his ruined rug and enlists his bowling buddies to help get it.
Cleaned Token After =  jeff `` dude &#39;&#39; lebowski , mistaken millionaire name , seeks restitution ruined rug enlists bowling buddies help get . 
Cleaned Token After Stem =  jeff `` dude `` lebowski , mistaken millionair name , seek restitut ruin rug enlist bowl buddi help get . 
Cleaned Token Before =  
    in the summer of 1962, a new kid in town is taken under the wing of a young baseball prodigy and his rowdy team, resulting in many adventures.
Cleaned Token After =  summer 1962 , new kid town taken wing young baseball prodigy rowdy team , resulting many adventures . 
Cleaned Token After Stem =  summer 1962 , new kid town taken wing young basebal prodigi rowdi team , result mani adventur . 
Cleaned Token Before =  
    a drama that follows the lives of the dillon panthers, one of the nation&#39;s best high school football teams, and their head coach eric taylor.
Cleaned Token After =  drama follows lives dillon panthers , one nation &#39;s best high school football teams , head coach eric taylor . 
Cleaned Token After Stem =  drama follow live dillon panther , one nation &#39;s best high school footbal team , head coach eric taylor . 
Cleaned Token Before =  
    a rejected hockey player puts his skills to the golf course to save his grandmother&#39;s house.
Cleaned Token After =  rejected hockey player puts skills golf course save grandmother &#39;s house . 
Cleaned Token After Stem =  reject hockey player put skill golf cours save grandmoth &#39;s hous . 
Cleaned Token Before =  
    a martial arts master agrees to teach karate to a bullied teenager.
Cleaned Token After =  martial arts master agrees teach karate bullied teenager . 
Cleaned Token After Stem =  martial art master agre teach karat bulli teenag . 
Cleaned Token Before =  
    a high school wrestler in spokane, washington has trouble focusing on his training regimen when a beautiful young drifter takes up temporary residence at his home.
Cleaned Token After =  high school wrestler spokane , washington trouble focusing training regimen beautiful young drifter takes temporary residence home . 
Cleaned Token After Stem =  high school wrestler spokan , washington troubl focus train regimen beauti young drifter take temporari resid home . 
Cleaned Token Before =  
    the merciless 1970s rivalry between formula one rivals james hunt and niki lauda.
Cleaned Token After =  merciless 1970s rivalry formula one rivals james hunt niki lauda . 
Cleaned Token After Stem =  merciless 1970 rivalri formula one rival jame hunt niki lauda . 
Cleaned Token Before =  
    oakland a&#39;s general manager billy beane&#39;s successful attempt to assemble a baseball team on a lean budget by employing computer-generated analysis to acquire new players.
Cleaned Token After =  oakland &#39;s general manager billy beane &#39;s successful attempt assemble baseball team lean budget employing computer-generated analysis acquire new players . 
Cleaned Token After Stem =  oakland &#39;s gener manag billi bean &#39;s success attempt assembl basebal team lean budget employ computer-gener analysi acquir new player . 
Cleaned Token Before =  
    the unruly team of hockey misfits grows up a bit and receives scholarships to a prestigious prep school, where they take on the snotty varsity team.
Cleaned Token After =  unruly team hockey misfits grows bit receives scholarships prestigious prep school , take snotty varsity team . 
Cleaned Token After Stem =  unruli team hockey misfit grow bit receiv scholarship prestigi prep school , take snotti varsiti team . 
Cleaned Token Before =  
    a champion high school cheerleading squad discovers its previous captain stole all their best routines from an inner-city school and must scramble to compete at this year&#39;s championships.
Cleaned Token After =  champion high school cheerleading squad discovers previous captain stole best routines inner-city school must scramble compete year &#39;s championships . 
Cleaned Token After Stem =  champion high school cheerlead squad discov previou captain stole best routin inner-c school must scrambl compet year &#39;s championship . 
Cleaned Token Before =  
    a hot-shot race-car named lightning mcqueen gets waylaid in radiator springs, where he finds the true meaning of friendship and family.
Cleaned Token After =  hot-shot race-car named lightning mcqueen gets waylaid radiator springs , finds true meaning friendship family . 
Cleaned Token After Stem =  hot-shot race-car name lightn mcqueen get waylaid radiat spring , find true mean friendship famili . 
Cleaned Token Before =  
    when a star high school football player from south central is recruited to play for beverly hills high school, two separate worlds collide.
Cleaned Token After =  star high school football player south central recruited play beverly hills high school , two separate worlds collide . 
Cleaned Token After Stem =  star high school footbal player south central recruit play beverli hill high school , two separ world collid . 
Cleaned Token Before =  
    competitive ice skater tonya harding rises amongst the ranks at the u.s. figure skating championships, but her future in the activity is thrown into doubt when her ex-husband intervenes.
Cleaned Token After =  competitive ice skater tonya harding rises amongst ranks u.s. figure skating championships , future activity thrown doubt ex-husband intervenes . 
Cleaned Token After Stem =  competit ice skater tonya hard rise amongst rank u.s. figur skate championship , futur activ thrown doubt ex-husband interven . 
Cleaned Token Before =  
    docuseries following the fia formula one world championship across multiple seasons.
Cleaned Token After =  docuseries following fia formula one world championship across multiple seasons . 
Cleaned Token After Stem =  docuseri follow fia formula one world championship across multipl season . 
Cleaned Token Before =  
    talented teen figure skater kayla is forced to leave everything behind when her family follows her twin brother, mac, to a prestigious hockey academy.
Cleaned Token After =  talented teen figure skater kayla forced leave everything behind family follows twin brother , mac , prestigious hockey academy . 
Cleaned Token After Stem =  talent teen figur skater kayla forc leav everyth behind famili follow twin brother , mac , prestigi hockey academi . 
Cleaned Token Before =  
    a small-time boxer gets a supremely rare chance to fight a heavyweight champion in a bout in which he strives to go the distance for his self-respect.
Cleaned Token After =  small-time boxer gets supremely rare chance fight heavyweight champion bout strives go distance self-respect . 
Cleaned Token After Stem =  small-tim boxer get suprem rare chanc fight heavyweight champion bout strive go distanc self-respect . 
Cleaned Token Before =  
    a group of misfits enter a las vegas dodgeball tournament in order to save their cherished local gym from the onslaught of a corporate health fitness chain.
Cleaned Token After =  group misfits enter las vegas dodgeball tournament order save cherished local gym onslaught corporate health fitness chain . 
Cleaned Token After Stem =  group misfit enter la vega dodgebal tournament order save cherish local gym onslaught corpor health fit chain . 
Cleaned Token Before =  
    during a pro football strike, the owners hire substitute players.
Cleaned Token After =  pro football strike , owners hire substitute players . 
Cleaned Token After Stem =  pro footbal strike , owner hire substitut player . 
Cleaned Token Before =  
    a former wrestler and his family make a living performing at small venues around the country while his kids dream of joining world wrestling entertainment.
Cleaned Token After =  former wrestler family make living performing small venues around country kids dream joining world wrestling entertainment . 
Cleaned Token After Stem =  former wrestler famili make live perform small venu around countri kid dream join world wrestl entertain . 
Cleaned Token Before =  
    jack cunningham was a high school basketball phenom who walked away from the game, forfeiting his future. years later, when he reluctantly accepts a coaching job at his alma mater, he may get one last shot at redemption.
Cleaned Token After =  jack cunningham high school basketball phenom walked away game , forfeiting future . years later , reluctantly accepts coaching job alma mater , may get one last shot redemption . 
Cleaned Token After Stem =  jack cunningham high school basketbal phenom walk away game , forfeit futur . year later , reluctantli accept coach job alma mater , may get one last shot redempt . 
Cleaned Token Before =  
    determined to be like the volleyball championship&#39;s star player shouyou, a short boy nicknamed &#34;the small giant,&#34; joins his school&#39;s volleyball club.
Cleaned Token After =  determined like volleyball championship &#39;s star player shouyou , short boy nicknamed `` small giant , &#39;&#39; joins school &#39;s volleyball club . 
Cleaned Token After Stem =  determin like volleybal championship &#39;s star player shouyou , short boy nicknam `` small giant , `` join school &#39;s volleybal club . 
Cleaned Token Before =  
    the youngest son of an alcoholic former boxer returns home, where he&#39;s trained by his father for competition in a mixed martial arts tournament - a path that puts the fighter on a collision course with his estranged, older brother.
Cleaned Token After =  youngest son alcoholic former boxer returns home , &#39;s trained father competition mixed martial arts tournament - path puts fighter collision course estranged , older brother . 
Cleaned Token After Stem =  youngest son alcohol former boxer return home , &#39;s train father competit mix martial art tournament - path put fighter collis cours estrang , older brother . 
Cleaned Token Before =  
    two sisters join the first female professional baseball league and struggle to help it succeed amidst their own growing rivalry.
Cleaned Token After =  two sisters join first female professional baseball league struggle help succeed amidst growing rivalry . 
Cleaned Token After Stem =  two sister join first femal profession basebal leagu struggl help succeed amidst grow rivalri . 
Cleaned Token Before =  
    after a near-fatal plane crash in wwii, olympian louis zamperini spends a harrowing 47 days in a raft with two fellow crewmen before he&#39;s caught by the japanese navy and sent to a prisoner-of-war camp.
Cleaned Token After =  near-fatal plane crash wwii , olympian louis zamperini spends harrowing 47 days raft two fellow crewmen &#39;s caught japanese navy sent prisoner-of-war camp . 
Cleaned Token After Stem =  near-fat plane crash wwii , olympian loui zamperini spend harrow 47 day raft two fellow crewmen &#39;s caught japanes navi sent prisoner-of-war camp . 
Cleaned Token Before =  
    a look at the personal and professional lives of a group of women who perform for a wrestling organization in los angeles during the 1980s.
Cleaned Token After =  look personal professional lives group women perform wrestling organization los angeles 1980s . 
Cleaned Token After Stem =  look person profession live group women perform wrestl organ lo angel 1980 . 
Cleaned Token Before =  
    an exclusive golf course has to deal with a brash new member and a destructive dancing gopher.
Cleaned Token After =  exclusive golf course deal brash new member destructive dancing gopher . 
Cleaned Token After Stem =  exclus golf cours deal brash new member destruct danc gopher . 
Cleaned Token Before =  
    the story of michael oher, a homeless and traumatized boy who became an all-american football player and first-round nfl draft pick with the help of a caring woman and her family.
Cleaned Token After =  story michael oher , homeless traumatized boy became all-american football player first-round nfl draft pick help caring woman family . 
Cleaned Token After Stem =  stori michael oher , homeless traumat boy becam all-american footbal player first-round nfl draft pick help care woman famili . 
Cleaned Token Before =  
    a determined woman works with a hardened boxing trainer to become a professional.
Cleaned Token After =  determined woman works hardened boxing trainer become professional . 
Cleaned Token After Stem =  determin woman work harden box trainer becom profession . 
Cleaned Token Before =  
    an ensemble comedy that follows a group of old friends in a fantasy football league who care deeply about one another -- so deeply that they use every opportunity to make each other&#39;s lives miserable.
Cleaned Token After =  ensemble comedy follows group old friends fantasy football league care deeply one another -- deeply use every opportunity make &#39;s lives miserable . 
Cleaned Token After Stem =  ensembl comedi follow group old friend fantasi footbal leagu care deepli one anoth -- deepli use everi opportun make &#39;s live miser . 
Cleaned Token Before =  
    the former world heavyweight champion rocky balboa serves as a trainer and mentor to adonis johnson, the son of his late friend and former rival apollo creed.
Cleaned Token After =  former world heavyweight champion rocky balboa serves trainer mentor adonis johnson , son late friend former rival apollo creed . 
Cleaned Token After Stem =  former world heavyweight champion rocki balboa serv trainer mentor adoni johnson , son late friend former rival apollo creed . 
Cleaned Token Before =  
    an aimless young man who is scalping tickets, gambling, and drinking, agrees to coach a little league team from the cabrini green housing project in chicago as a condition of getting a loan from a friend.
Cleaned Token After =  aimless young man scalping tickets , gambling , drinking , agrees coach little league team cabrini green housing project chicago condition getting loan friend . 
Cleaned Token After Stem =  aimless young man scalp ticket , gambl , drink , agre coach littl leagu team cabrini green hous project chicago condit get loan friend . 
Cleaned Token Before =  
    under the tutelage of rocky balboa, newly crowned heavyweight champion adonis creed faces off against viktor drago, the son of ivan drago.
Cleaned Token After =  tutelage rocky balboa , newly crowned heavyweight champion adonis creed faces viktor drago , son ivan drago . 
Cleaned Token After Stem =  tutelag rocki balboa , newli crown heavyweight champion adoni creed face viktor drago , son ivan drago . 
Cleaned Token Before =  
    when her brother decides to ditch for a couple weeks, viola heads over to his elite boarding school, disguised as him, and proceeds to fall for his school&#39;s star soccer player, and soon learns she&#39;s not the only one with romantic troubles.
Cleaned Token After =  brother decides ditch couple weeks , viola heads elite boarding school , disguised , proceeds fall school &#39;s star soccer player , soon learns &#39;s one romantic troubles . 
Cleaned Token After Stem =  brother decid ditch coupl week , viola head elit board school , disguis , proce fall school &#39;s star soccer player , soon learn &#39;s one romant troubl . 
Cleaned Token Before =  
    the true story of a newly appointed african-american coach and his high school team on their first season as a racially integrated unit.
Cleaned Token After =  true story newly appointed african-american coach high school team first season racially integrated unit . 
Cleaned Token After Stem =  true stori newli appoint african-american coach high school team first season racial integr unit . 
Cleaned Token Before =  
    when a sports agent has a moral epiphany and is fired for expressing it, he decides to put his new philosophy to the test as an independent agent with the only athlete who stays with him and his former colleague.
Cleaned Token After =  sports agent moral epiphany fired expressing , decides put new philosophy test independent agent athlete stays former colleague . 
Cleaned Token After Stem =  sport agent moral epiphani fire express , decid put new philosophi test independ agent athlet stay former colleagu . 
Cleaned Token Before =  
    mike o&#39;donnell is ungrateful for how his life turned out. he gets a chance to rewrite his life when he tried to save a janitor near a bridge and jumped after him into a time vortex.
Cleaned Token After =  mike o&#39;donnell ungrateful life turned . gets chance rewrite life tried save janitor near bridge jumped time vortex . 
Cleaned Token After Stem =  mike o&#39;donnel ungrat life turn . get chanc rewrit life tri save janitor near bridg jump time vortex . 
Cleaned Token Before =  
    a series centered around a group of football players and their families, friends and handlers.
Cleaned Token After =  series centered around group football players families , friends handlers . 
Cleaned Token After Stem =  seri center around group footbal player famili , friend handler . 
Cleaned Token Before =  
    number one nascar driver ricky bobby stays atop the heap thanks to a pact with his best friend and teammate, cal naughton, jr. but when a french formula one driver, makes his way up the ladder, ricky bobby&#39;s talent and devotion are put to the test.
Cleaned Token After =  number one nascar driver ricky bobby stays atop heap thanks pact best friend teammate , cal naughton , jr. french formula one driver , makes way ladder , ricky bobby &#39;s talent devotion put test . 
Cleaned Token After Stem =  number one nascar driver ricki bobbi stay atop heap thank pact best friend teammat , cal naughton , jr. french formula one driver , make way ladder , ricki bobbi &#39;s talent devot put test . 
Cleaned Token Before =  
    charting the rise of the 1990&#39;s chicago bulls, led by michael jordan, one of the most notable dynasties in sports history.
Cleaned Token After =  charting rise 1990 &#39;s chicago bulls , led michael jordan , one notable dynasties sports history . 
Cleaned Token After Stem =  chart rise 1990 &#39;s chicago bull , led michael jordan , one notabl dynasti sport histori . 
Cleaned Token Before =  
    prison inmates form a football team to challenge the prison guards.
Cleaned Token After =  prison inmates form football team challenge prison guards . 
Cleaned Token After Stem =  prison inmat form footbal team challeng prison guard . 
Cleaned Token Before =  
    a figure skating olympic hopeful&#39;s struggle to balance love, family and fragile mental health as her dream of winning takes a dizzying hold.
Cleaned Token After =  figure skating olympic hopeful &#39;s struggle balance love , family fragile mental health dream winning takes dizzying hold . 
Cleaned Token After Stem =  figur skate olymp hope &#39;s struggl balanc love , famili fragil mental health dream win take dizzi hold . 
Cleaned Token Before =  
    american grand prix driver pete aron is fired by his jordan-brm racing team after a crash at monaco that injures his british teammate, scott stoddard.
Cleaned Token After =  american grand prix driver pete aron fired jordan-brm racing team crash monaco injures british teammate , scott stoddard . 
Cleaned Token After Stem =  american grand prix driver pete aron fire jordan-brm race team crash monaco injur british teammat , scott stoddard . 
Cleaned Token Before =  
    the epic next chapter in the cinematic monsterverse pits two of the greatest icons in motion picture history against one another - the fearsome godzilla and the mighty kong - with humanity caught in the balance.
Cleaned Token After =  epic next chapter cinematic monsterverse pits two greatest icons motion picture history one another - fearsome godzilla mighty kong - humanity caught balance . 
Cleaned Token After Stem =  epic next chapter cinemat monstervers pit two greatest icon motion pictur histori one anoth - fearsom godzilla mighti kong - human caught balanc . 
Cleaned Token Before =  
    sheriff deputy rick grimes wakes up from a coma to learn the world is in ruins and must lead a group of survivors to stay alive.
Cleaned Token After =  sheriff deputy rick grimes wakes coma learn world ruins must lead group survivors stay alive . 
Cleaned Token After Stem =  sheriff deputi rick grime wake coma learn world ruin must lead group survivor stay aliv . 
Cleaned Token Before =  
    the twisting, real-life story of charles sobhraj, a murderer, thief and seductive master of disguise, who was a hidden darkness in the mid-70&#39;s on asia&#39;s hippie trail.
Cleaned Token After =  twisting , real-life story charles sobhraj , murderer , thief seductive master disguise , hidden darkness mid-70 &#39;s asia &#39;s hippie trail . 
Cleaned Token After Stem =  twist , real-lif stori charl sobhraj , murder , thief seduct master disguis , hidden dark mid-70 &#39;s asia &#39;s hippi trail . 
Cleaned Token Before =  
    mma fighter cole young seeks out earth&#39;s greatest champions in order to stand against the enemies of outworld in a high stakes battle for the universe.
Cleaned Token After =  mma fighter cole young seeks earth &#39;s greatest champions order stand enemies outworld high stakes battle universe . 
Cleaned Token After Stem =  mma fighter cole young seek earth &#39;s greatest champion order stand enemi outworld high stake battl univers . 
Cleaned Token Before =  
    an adult animated series based on the skybound/image comic about a teenager whose father is the most powerful superhero on the planet.
Cleaned Token After =  adult animated series based skybound/image comic teenager whose father powerful superhero planet . 
Cleaned Token After Stem =  adult anim seri base skybound/imag comic teenag whose father power superhero planet . 
Cleaned Token Before =  
    a black family moves to an all-white los angeles neighborhood where malevolent forces, next door and otherworldly, threaten to taunt, ravage and destroy them.
Cleaned Token After =  black family moves all-white los angeles neighborhood malevolent forces , next door otherworldly , threaten taunt , ravage destroy . 
Cleaned Token After Stem =  black famili move all-whit lo angel neighborhood malevol forc , next door otherworldli , threaten taunt , ravag destroy . 
Cleaned Token Before =  
    drama series following the investigations of ac-12, a controversial police anti-corruption unit.
Cleaned Token After =  drama series following investigations ac-12 , controversial police anti-corruption unit . 
Cleaned Token After Stem =  drama seri follow investig ac-12 , controversi polic anti-corrupt unit . 
Cleaned Token Before =  
    hell-bent on exacting revenge and proving he was framed for his sister&#39;s murder, álex sets out to unearth much more than the crime&#39;s real culprit.
Cleaned Token After =  hell-bent exacting revenge proving framed sister &#39;s murder , álex sets unearth much crime &#39;s real culprit . 
Cleaned Token After Stem =  hell-bent exact reveng prove frame sister &#39;s murder , álex set unearth much crime &#39;s real culprit . 
Cleaned Token Before =  
    a 16 year-old girl returns home from camp and learns that her mother has a new boyfriend, one she intends to marry; a man whose charm, intelligence and beauty make him look like he&#39;s not human at all.
Cleaned Token After =  16 year-old girl returns home camp learns mother new boyfriend , one intends marry ; man whose charm , intelligence beauty make look like &#39;s human . 
Cleaned Token After Stem =  16 year-old girl return home camp learn mother new boyfriend , one intend marri ; man whose charm , intellig beauti make look like &#39;s human . 
Cleaned Token Before =  
    a bystander who intervenes to help a woman being harassed by a group of men becomes the target of a vengeful drug lord.
Cleaned Token After =  bystander intervenes help woman harassed group men becomes target vengeful drug lord . 
Cleaned Token After Stem =  bystand interven help woman harass group men becom target veng drug lord . 
Cleaned Token Before =  
    a new fbi profiler, elizabeth keen, has her entire life uprooted when a mysterious criminal, raymond reddington, who has eluded capture for decades, turns himself in and insists on speaking only to her.
Cleaned Token After =  new fbi profiler , elizabeth keen , entire life uprooted mysterious criminal , raymond reddington , eluded capture decades , turns insists speaking . 
Cleaned Token After Stem =  new fbi profil , elizabeth keen , entir life uproot mysteri crimin , raymond reddington , elud captur decad , turn insist speak . 
Cleaned Token Before =  
    a homeschooled teenager begins to suspect her mother is keeping a dark secret from her.
Cleaned Token After =  homeschooled teenager begins suspect mother keeping dark secret . 
Cleaned Token After Stem =  homeschool teenag begin suspect mother keep dark secret . 
Cleaned Token Before =  
    a teenage murder witness finds himself pursued by twin assassins in the montana wilderness with a survival expert tasked with protecting him -- and a forest fire threatening to consume them all.
Cleaned Token After =  teenage murder witness finds pursued twin assassins montana wilderness survival expert tasked protecting -- forest fire threatening consume . 
Cleaned Token After Stem =  teenag murder wit find pursu twin assassin montana wilder surviv expert task protect -- forest fire threaten consum . 
Cleaned Token Before =  
    a young woman, traumatized by a tragic event in her past, seeks out vengeance against those who crossed her path.
Cleaned Token After =  young woman , traumatized tragic event past , seeks vengeance crossed path . 
Cleaned Token After Stem =  young woman , traumat tragic event past , seek vengeanc cross path . 
Cleaned Token Before =  
    after a prank goes disastrously wrong, a group of boys are sent to a detention center where they are brutalized. thirteen years later, an unexpected random encounter with a former guard gives them a chance for revenge.
Cleaned Token After =  prank goes disastrously wrong , group boys sent detention center brutalized . thirteen years later , unexpected random encounter former guard gives chance revenge . 
Cleaned Token After Stem =  prank goe disastr wrong , group boy sent detent center brutal . thirteen year later , unexpect random encount former guard give chanc reveng . 
Cleaned Token Before =  
    this series follows the special victims unit, a specially trained squad of detectives in the n.y.p.d., who investigate sexually related crimes.
Cleaned Token After =  series follows special victims unit , specially trained squad detectives n.y.p.d. , investigate sexually related crimes . 
Cleaned Token After Stem =  seri follow special victim unit , special train squad detect n.y.p.d . , investig sexual relat crime . 
Cleaned Token Before =  
    a high school chemistry teacher diagnosed with inoperable lung cancer turns to manufacturing and selling methamphetamine in order to secure his family&#39;s future.
Cleaned Token After =  high school chemistry teacher diagnosed inoperable lung cancer turns manufacturing selling methamphetamine order secure family &#39;s future . 
Cleaned Token After Stem =  high school chemistri teacher diagnos inoper lung cancer turn manufactur sell methamphetamin order secur famili &#39;s futur . 
Cleaned Token Before =  
    the cases of the f.b.i. behavioral analysis unit (b.a.u.), an elite group of profilers who analyze the nation&#39;s most dangerous serial killers and individual heinous crimes in an effort to anticipate their next moves before they strike again.
Cleaned Token After =  cases f.b.i . behavioral analysis unit ( b.a.u . ) , elite group profilers analyze nation &#39;s dangerous serial killers individual heinous crimes effort anticipate next moves strike . 
Cleaned Token After Stem =  case f.b.i . behavior analysi unit ( b.a.u . ) , elit group profil analyz nation &#39;s danger serial killer individu heinou crime effort anticip next move strike . 
Cleaned Token Before =  
    an unusual group of robbers attempt to carry out the most perfect robbery in spanish history - stealing 2.4 billion euros from the royal mint of spain.
Cleaned Token After =  unusual group robbers attempt carry perfect robbery spanish history - stealing 2.4 billion euros royal mint spain . 
Cleaned Token After Stem =  unusu group robber attempt carri perfect robberi spanish histori - steal 2.4 billion euro royal mint spain . 
Cleaned Token Before =  
    set in a dystopian future, a woman is forced to live as a concubine under a fundamentalist theocratic dictatorship.
Cleaned Token After =  set dystopian future , woman forced live concubine fundamentalist theocratic dictatorship . 
Cleaned Token After Stem =  set dystopian futur , woman forc live concubin fundamentalist theocrat dictatorship . 
Cleaned Token Before =  
mohamedou ould slahi fights for freedom after being detained and imprisoned without charge by the u.s. government for years.
Cleaned Token After =  mohamedou ould slahi fights freedom detained imprisoned without charge u.s. government years . 
Cleaned Token After Stem =  mohamed ould slahi fight freedom detain imprison without charg u.s. govern year . 
Cleaned Token Before =  
    when a young boy disappears, his mother, a police chief and his friends must confront terrifying supernatural forces in order to get him back.
Cleaned Token After =  young boy disappears , mother , police chief friends must confront terrifying supernatural forces order get back . 
Cleaned Token After Stem =  young boy disappear , mother , polic chief friend must confront terrifi supernatur forc order get back . 
Cleaned Token Before =  
    a crew of astronauts on a multi-generational mission descend into paranoia and madness, not knowing what is real or not.
Cleaned Token After =  crew astronauts multi-generational mission descend paranoia madness , knowing real . 
Cleaned Token After Stem =  crew astronaut multi-gener mission descend paranoia mad , know real . 
Cleaned Token Before =  
    seven years after the world has become a frozen wasteland, the remnants of humanity inhabit a perpetually-moving train that circles the globe, where class warfare, social injustice and the politics of survival play out.
Cleaned Token After =  seven years world become frozen wasteland , remnants humanity inhabit perpetually-moving train circles globe , class warfare , social injustice politics survival play . 
Cleaned Token After Stem =  seven year world becom frozen wasteland , remnant human inhabit perpetually-mov train circl globe , class warfar , social injustic polit surviv play . 
Cleaned Token Before =  
    elliot stabler returns to the nypd to battle organized crime after a devastating personal loss.
Cleaned Token After =  elliot stabler returns nypd battle organized crime devastating personal loss . 
Cleaned Token After Stem =  elliot stabler return nypd battl organ crime devast person loss . 
Cleaned Token Before =  
    two brothers follow their father&#39;s footsteps as hunters, fighting evil supernatural beings of many kinds, including monsters, demons and gods that roam the earth.
Cleaned Token After =  two brothers follow father &#39;s footsteps hunters , fighting evil supernatural beings many kinds , including monsters , demons gods roam earth . 
Cleaned Token After Stem =  two brother follow father &#39;s footstep hunter , fight evil supernatur be mani kind , includ monster , demon god roam earth . 
Cleaned Token Before =  
    the cases of the naval criminal investigative service&#39;s washington, d.c. major case response team, led by special agent leroy jethro gibbs.
Cleaned Token After =  cases naval criminal investigative service &#39;s washington , d.c. major case response team , led special agent leroy jethro gibbs . 
Cleaned Token After Stem =  case naval crimin investig servic &#39;s washington , d.c. major case respons team , led special agent leroy jethro gibb . 
Cleaned Token Before =  
    a reckless flight attendant with an alcoholism problem wakes up in the wrong hotel, in the wrong bed, with a dead man - and no idea what happened. unable to piece the night together, she begins to wonder if she could be the killer.
Cleaned Token After =  reckless flight attendant alcoholism problem wakes wrong hotel , wrong bed , dead man - idea happened . unable piece night together , begins wonder could killer . 
Cleaned Token After Stem =  reckless flight attend alcohol problem wake wrong hotel , wrong bed , dead man - idea happen . unabl piec night togeth , begin wonder could killer . 
Cleaned Token Before =  
    the world is beset by the appearance of monstrous creatures, but one of them may be the only one who can save humanity.
Cleaned Token After =  world beset appearance monstrous creatures , one may one save humanity . 
Cleaned Token After Stem =  world beset appear monstrou creatur , one may one save human . 
Cleaned Token Before =  
    armed with only one word, tenet, and fighting for the survival of the entire world, a protagonist journeys through a twilight world of international espionage on a mission that will unfold in something beyond real time.
Cleaned Token After =  armed one word , tenet , fighting survival entire world , protagonist journeys twilight world international espionage mission unfold something beyond real time . 
Cleaned Token After Stem =  arm one word , tenet , fight surviv entir world , protagonist journey twilight world intern espionag mission unfold someth beyond real time . 
Cleaned Token Before =  
    an epic tale following a gang of victorian women who find themselves with unusual abilities, relentless enemies, and a mission that might change the world.
Cleaned Token After =  epic tale following gang victorian women find unusual abilities , relentless enemies , mission might change world . 
Cleaned Token After Stem =  epic tale follow gang victorian women find unusu abil , relentless enemi , mission might chang world . 
Cleaned Token Before =  
    the story of 7 people on trial stemming from various charges surrounding the uprising at the 1968 democratic national convention in chicago, illinois.
Cleaned Token After =  story 7 people trial stemming various charges surrounding uprising 1968 democratic national convention chicago , illinois . 
Cleaned Token After Stem =  stori 7 peopl trial stem variou charg surround upris 1968 democrat nation convent chicago , illinoi . 
Cleaned Token Before =  
    john clark, a navy seal, goes on a path to avenge his wife&#39;s murder only to find himself inside of a larger conspiracy.
Cleaned Token After =  john clark , navy seal , goes path avenge wife &#39;s murder find inside larger conspiracy . 
Cleaned Token After Stem =  john clark , navi seal , goe path aveng wife &#39;s murder find insid larger conspiraci . 
Cleaned Token Before =  
    it follows louise, a single mom with a son and a part-time job in a psychiatrist&#39;s office. she begins an affair with her boss and strikes up an unlikely friendship with his wife.
Cleaned Token After =  follows louise , single mom son part-time job psychiatrist &#39;s office . begins affair boss strikes unlikely friendship wife . 
Cleaned Token After Stem =  follow louis , singl mom son part-tim job psychiatrist &#39;s offic . begin affair boss strike unlik friendship wife . 
Cleaned Token Before =  
    the survivors of a plane crash are forced to work together in order to survive on a seemingly deserted tropical island.
Cleaned Token After =  survivors plane crash forced work together order survive seemingly deserted tropical island . 
Cleaned Token After Stem =  survivor plane crash forc work togeth order surviv seemingli desert tropic island . 
Cleaned Token Before =  
    a financial advisor drags his family from chicago to the missouri ozarks, where he must launder money to appease a drug boss.
Cleaned Token After =  financial advisor drags family chicago missouri ozarks , must launder money appease drug boss . 
Cleaned Token After Stem =  financi advisor drag famili chicago missouri ozark , must launder money appeas drug boss . 
Cleaned Token Before =  
    in april 1986, an explosion at the chernobyl nuclear power plant in the union of soviet socialist republics becomes one of the world&#39;s worst man-made catastrophes.
Cleaned Token After =  april 1986 , explosion chernobyl nuclear power plant union soviet socialist republics becomes one world &#39;s worst man-made catastrophes . 
Cleaned Token After Stem =  april 1986 , explos chernobyl nuclear power plant union soviet socialist republ becom one world &#39;s worst man-mad catastroph . 
Cleaned Token Before =  
    an anthology series exploring a twisted, high-tech multiverse where humanity&#39;s greatest innovations and darkest instincts collide.
Cleaned Token After =  anthology series exploring twisted , high-tech multiverse humanity &#39;s greatest innovations darkest instincts collide . 
Cleaned Token After Stem =  antholog seri explor twist , high-tech multivers human &#39;s greatest innov darkest instinct collid . 
Cleaned Token Before =  
    a walking dead spin-off, set in los angeles, following two families who must band together to survive the undead apocalypse.
Cleaned Token After =  walking dead spin-off , set los angeles , following two families must band together survive undead apocalypse . 
Cleaned Token After Stem =  walk dead spin-off , set lo angel , follow two famili must band togeth surviv undead apocalyps . 
Cleaned Token Before =  
    an anthology series centering on different characters and locations, including a house with a murderous past, an insane asylum, a witch coven, a freak show circus, a haunted hotel, a possessed farmhouse, a cult, the apocalypse, and a slasher summer camp.
Cleaned Token After =  anthology series centering different characters locations , including house murderous past , insane asylum , witch coven , freak show circus , haunted hotel , possessed farmhouse , cult , apocalypse , slasher summer camp . 
Cleaned Token After Stem =  antholog seri center differ charact locat , includ hous murder past , insan asylum , witch coven , freak show circu , haunt hotel , possess farmhous , cult , apocalyps , slasher summer camp . 
Cleaned Token Before =  
    various chronicles of deception, intrigue and murder in and around frozen minnesota. yet all of these tales mysteriously lead back one way or another to fargo, north dakota.
Cleaned Token After =  various chronicles deception , intrigue murder around frozen minnesota . yet tales mysteriously lead back one way another fargo , north dakota . 
Cleaned Token After Stem =  variou chronicl decept , intrigu murder around frozen minnesota . yet tale mysteri lead back one way anoth fargo , north dakota . 
Cleaned Token Before =  
    a crooked legal guardian who drains the savings of her elderly wards meets her match when a woman she tries to swindle turns out to be more than she first appears.
Cleaned Token After =  crooked legal guardian drains savings elderly wards meets match woman tries swindle turns first appears . 
Cleaned Token After Stem =  crook legal guardian drain save elderli ward meet match woman tri swindl turn first appear . 
Cleaned Token Before =  
    anthology series that examines how and why ordinary people commit brutal crimes.
Cleaned Token After =  anthology series examines ordinary people commit brutal crimes . 
Cleaned Token After Stem =  antholog seri examin ordinari peopl commit brutal crime . 
Cleaned Token Before =  
    a biker struggles to balance being a father and being involved in an outlaw motorcycle club.
Cleaned Token After =  biker struggles balance father involved outlaw motorcycle club . 
Cleaned Token After Stem =  biker struggl balanc father involv outlaw motorcycl club . 
Cleaned Token Before =  
    after being presumed dead, passengers onboard flight 828 return and discover the world has aged five years. as they reintegrate into society, they begin to experience guiding voices and visions, and soon a deeper mystery unfolds.
Cleaned Token After =  presumed dead , passengers onboard flight 828 return discover world aged five years . reintegrate society , begin experience guiding voices visions , soon deeper mystery unfolds . 
Cleaned Token After Stem =  presum dead , passeng onboard flight 828 return discov world age five year . reintegr societi , begin experi guid voic vision , soon deeper mysteri unfold . 
Cleaned Token Before =  
    a judge confronts his convictions when his son is involved in a hit and run that embroils an organized crime family. facing impossible choices, he discovers how far a father will go to save his son&#39;s life.
Cleaned Token After =  judge confronts convictions son involved hit run embroils organized crime family . facing impossible choices , discovers far father go save son &#39;s life . 
Cleaned Token After Stem =  judg confront convict son involv hit run embroil organ crime famili . face imposs choic , discov far father go save son &#39;s life . 
Cleaned Token Before =  
    the lives, loves, dangers and disasters in the town, mystic falls, virginia. creatures of unspeakable horror lurk beneath this town as a teenage girl is suddenly torn between two vampire brothers.
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Cleaned Token After Stem =  live , love , danger disast town , mystic fall , virginia . creatur unspeak horror lurk beneath town teenag girl suddenli torn two vampir brother . 
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    after the world is in ruins, due to a man-made plague, a battle of biblical proportions ensues between the survivors.
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    the baltimore drug scene, as seen through the eyes of drug dealers and law enforcement.
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Cleaned Token After Stem =  baltimor drug scene , seen eye drug dealer law enforc . 
Cleaned Token Before =  
    a bipolar cia operative becomes convinced a prisoner of war has been turned by al-qaeda and is planning to carry out a terrorist attack on american soil.
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Cleaned Token After Stem =  bipolar cia oper becom convinc prison war turn al-qaeda plan carri terrorist attack american soil . 
Cleaned Token Before =  
    vikings transports us to the brutal and mysterious world of ragnar lothbrok, a viking warrior and farmer who yearns to explore - and raid - the distant shores across the ocean.
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Cleaned Token After Stem =  vike transport us brutal mysteri world ragnar lothbrok , vike warrior farmer yearn explor - raid - distant shore across ocean . 
Cleaned Token Before =  
    john clark, a navy seal, goes on a path to avenge his wife&#39;s murder only to find himself inside of a larger conspiracy.
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Cleaned Token After Stem =  john clark , navi seal , goe path aveng wife &#39;s murder find insid larger conspiraci . 
Cleaned Token Before =  
    following the normandy landings, a group of u.s. soldiers go behind enemy lines to retrieve a paratrooper whose brothers have been killed in action.
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Cleaned Token After Stem =  follow normandi land , group u.s. soldier go behind enemi line retriev paratroop whose brother kill action . 
Cleaned Token Before =  
    the lives of the elite navy seals as they train, plan and execute the most dangerous, high-stakes missions our country can ask.
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Cleaned Token After Stem =  live elit navi seal train , plan execut danger , high-stak mission countri ask . 
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    the story of crown princess märtha, who fought for her country and her marriage during the tragic events of world war ii.
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Cleaned Token After Stem =  stori crown princess märtha , fought countri marriag tragic event world war ii . 
Cleaned Token Before =  
    when a pilot crashes and tells of conflict in the outside world, diana, an amazonian warrior in training, leaves home to fight a war, discovering her full powers and true destiny.
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Cleaned Token After Stem =  pilot crash tell conflict outsid world , diana , amazonian warrior train , leav home fight war , discov full power true destini . 
Cleaned Token Before =  
    in nazi-occupied france during world war ii, a plan to assassinate nazi leaders by a group of jewish u.s. soldiers coincides with a theatre owner&#39;s vengeful plans for the same.
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Cleaned Token After Stem =  nazi-occupi franc world war ii , plan assassin nazi leader group jewish u.s. soldier coincid theatr owner &#39;s veng plan . 
Cleaned Token Before =  
    the story of easy company of the u.s. army 101st airborne division, and their mission in world war ii europe, from operation overlord, through v-j day.
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Cleaned Token After Stem =  stori easi compani u.s. armi 101st airborn divis , mission world war ii europ , oper overlord , v-j day . 
Cleaned Token Before =  
    a young boy in hitler&#39;s army finds out his mother is hiding a jewish girl in their home.
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Cleaned Token After Stem =  young boy hitler &#39;s armi find mother hide jewish girl home . 
Cleaned Token Before =  
    april 6th, 1917. as a regiment assembles to wage war deep in enemy territory, two soldiers are assigned to race against time and deliver a message that will stop 1,600 men from walking straight into a deadly trap.
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Cleaned Token After Stem =  april 6th , 1917. regiment assembl wage war deep enemi territori , two soldier assign race time deliv messag stop 1,600 men walk straight deadli trap . 
Cleaned Token Before =  
    a u.s. army officer serving in vietnam is tasked with assassinating a renegade special forces colonel who sees himself as a god.
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Cleaned Token After Stem =  u.s. armi offic serv vietnam task assassin renegad special forc colonel see god . 
Cleaned Token Before =  
    the staff of an army hospital in the korean war find that laughter is the best way to deal with their situation.
Cleaned Token After =  staff army hospital korean war find laughter best way deal situation . 
Cleaned Token After Stem =  staff armi hospit korean war find laughter best way deal situat . 
Cleaned Token Before =  
    a polish jewish musician struggles to survive the destruction of the warsaw ghetto of world war ii.
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Cleaned Token After Stem =  polish jewish musician struggl surviv destruct warsaw ghetto world war ii . 
Cleaned Token Before =  
    snipers ordered to protect a gas pipeline from terrorists suspect a security breach when they&#39;re targeted by a ghost shooter who knows their location.
Cleaned Token After =  snipers ordered protect gas pipeline terrorists suspect security breach &#39;re targeted ghost shooter knows location . 
Cleaned Token After Stem =  sniper order protect ga pipelin terrorist suspect secur breach &#39;re target ghost shooter know locat . 
Cleaned Token Before =  
    world war ii american army medic desmond t. doss, who served during the battle of okinawa, refuses to kill people, and becomes the first man in american history to receive the medal of honor without firing a shot.
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Cleaned Token After Stem =  world war ii american armi medic desmond t. doss , serv battl okinawa , refus kill peopl , becom first man american histori receiv medal honor without fire shot . 
Cleaned Token Before =  
    allied soldiers from belgium, the british empire, and france are surrounded by the german army and evacuated during a fierce battle in world war ii.
Cleaned Token After =  allied soldiers belgium , british empire , france surrounded german army evacuated fierce battle world war ii . 
Cleaned Token After Stem =  alli soldier belgium , british empir , franc surround german armi evacu fierc battl world war ii . 
Cleaned Token Before =  
    scottish warrior william wallace leads his countrymen in a rebellion to free his homeland from the tyranny of king edward i of england.
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Cleaned Token After Stem =  scottish warrior william wallac lead countrymen rebellion free homeland tyranni king edward england . 
Cleaned Token Before =  
    the death of marcus aurelius leads to a succession crisis, in which the deceased emperor&#39;s son, commodus, demonstrates that he is unwilling to let anything undermine his claim to the roman empire.
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Cleaned Token After Stem =  death marcu aureliu lead success crisi , deceas emperor &#39;s son , commodu , demonstr unwil let anyth undermin claim roman empir . 
Cleaned Token Before =  
    a dramatic series about the reign and marriages of king henry viii.
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Cleaned Token After Stem =  dramat seri reign marriag king henri viii . 
Cleaned Token Before =  
    a small group of american soldiers find horror behind enemy lines on the eve of d-day.
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Cleaned Token After Stem =  small group american soldier find horror behind enemi line eve d-day . 
Cleaned Token Before =  
    through a series of freak occurrences, a group of actors shooting a big-budget war movie are forced to become the soldiers they are portraying.
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Cleaned Token After Stem =  seri freak occurr , group actor shoot big-budget war movi forc becom soldier portray . 
Cleaned Token Before =  
    a down-to-earth account of the lives of both illustrious and ordinary romans set in the last days of the roman republic.
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Cleaned Token After Stem =  down-to-earth account live illustri ordinari roman set last day roman republ . 
Cleaned Token Before =  
    a young man in 1981 south africa must complete his brutal and racist two years of compulsory military service while desperately maintaining the secrecy of his homosexuality.
Cleaned Token After =  young man 1981 south africa must complete brutal racist two years compulsory military service desperately maintaining secrecy homosexuality . 
Cleaned Token After Stem =  young man 1981 south africa must complet brutal racist two year compulsori militari servic desper maintain secreci homosexu . 
Cleaned Token Before =  
    after finding an old rifle, a young boy joins the soviet resistance movement against ruthless german forces and experiences the horrors of world war ii.
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Cleaned Token After Stem =  find old rifl , young boy join soviet resist movement ruthless german forc experi horror world war ii . 
Cleaned Token Before =  
    a team of allied saboteurs are assigned an impossible mission: infiltrate an impregnable nazi-held island and destroy the two enormous long-range field guns that prevent the rescue of 2,000 trapped british soldiers.
Cleaned Token After =  team allied saboteurs assigned impossible mission : infiltrate impregnable nazi-held island destroy two enormous long-range field guns prevent rescue 2,000 trapped british soldiers . 
Cleaned Token After Stem =  team alli saboteur assign imposs mission : infiltr impregn nazi-held island destroy two enorm long-rang field gun prevent rescu 2,000 trap british soldier . 
Cleaned Token Before =  
    the story of the battle of midway, told by the leaders and the sailors who fought it.
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Cleaned Token Before =  
    thirteen-year-old fledgling writer briony tallis irrevocably changes the course of several lives when she accuses her older sister&#39;s lover of a crime he did not commit.
Cleaned Token After =  thirteen-year-old fledgling writer briony tallis irrevocably changes course several lives accuses older sister &#39;s lover crime commit . 
Cleaned Token After Stem =  thirteen-year-old fledgl writer brioni talli irrevoc chang cours sever live accus older sister &#39;s lover crime commit . 
Cleaned Token Before =  
    several months after the u.s. entry into world war ii, an inexperienced u.s. navy commander must lead an allied convoy being stalked by a german submarine wolf pack.
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Cleaned Token After Stem =  sever month u.s. entri world war ii , inexperienc u.s. navi command must lead alli convoy stalk german submarin wolf pack . 
Cleaned Token Before =  
    hal, wayward prince and heir to the english throne, is crowned king henry v after his tyrannical father dies. now the young king must navigate palace politics, the war his father left behind, and the emotional strings of his past life.
Cleaned Token After =  hal , wayward prince heir english throne , crowned king henry v tyrannical father dies . young king must navigate palace politics , war father left behind , emotional strings past life . 
Cleaned Token After Stem =  hal , wayward princ heir english throne , crown king henri v tyrann father die . young king must navig palac polit , war father left behind , emot string past life . 
Cleaned Token Before =  
    a grizzled tank commander makes tough decisions as he and his crew fight their way across germany in april, 1945.
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Cleaned Token After Stem =  grizzl tank command make tough decis crew fight way across germani april , 1945 . 
Cleaned Token Before =  
    a religious dramatic miniseries about god&#39;s creation and physical landmark events leading up to the crucifixion and resurrection of jesus christ.
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Cleaned Token After Stem =  religi dramat miniseri god &#39;s creation physic landmark event lead crucifixion resurrect jesu christ . 
Cleaned Token Before =  
    in 19th-century france, jean valjean, who for decades has been hunted by the ruthless policeman javert after breaking parole, agrees to care for a factory worker&#39;s daughter. the decision changes their lives forever.
Cleaned Token After =  19th-century france , jean valjean , decades hunted ruthless policeman javert breaking parole , agrees care factory worker &#39;s daughter . decision changes lives forever . 
Cleaned Token After Stem =  19th-centuri franc , jean valjean , decad hunt ruthless policeman javert break parol , agre care factori worker &#39;s daughter . decis chang live forev . 
Cleaned Token Before =  
    the heroic story of ertugrul ghazi, the father of osman (uthman) who founded the ottoman empire.
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Cleaned Token After Stem =  heroic stori ertugrul ghazi , father osman ( uthman ) found ottoman empir . 
Cleaned Token Before =  
    when an open-minded jewish librarian and his son become victims of the holocaust, he uses a perfect mixture of will, humor, and imagination to protect his son from the dangers around their camp.
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Cleaned Token After Stem =  open-mind jewish librarian son becom victim holocaust , use perfect mixtur , humor , imagin protect son danger around camp . 
Cleaned Token Before =  
    a pragmatic u.s. marine observes the dehumanizing effects the vietnam war has on his fellow recruits from their brutal boot camp training to the bloody street fighting in hue.
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Cleaned Token After Stem =  pragmat u.s. marin observ dehuman effect vietnam war fellow recruit brutal boot camp train bloodi street fight hue . 
Cleaned Token Before =  
    four african-american vets battle the forces of man and nature when they return to vietnam seeking the remains of their fallen squad leader and the gold fortune he helped them hide.
Cleaned Token After =  four african-american vets battle forces man nature return vietnam seeking remains fallen squad leader gold fortune helped hide . 
Cleaned Token After Stem =  four african-american vet battl forc man natur return vietnam seek remain fallen squad leader gold fortun help hide . 
Cleaned Token Before =  
    amidst the war climate, a teenage boy discovering himself becomes love-stricken by malèna, a sensual woman living in a small, narrow-minded italian town.
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Cleaned Token After Stem =  amidst war climat , teenag boy discov becom love-stricken malèna , sensual woman live small , narrow-mind italian town . 
Cleaned Token Before =  
    during world war ii, the english mathematical genius alan turing tries to crack the german enigma code with help from fellow mathematicians.
Cleaned Token After =  world war ii , english mathematical genius alan turing tries crack german enigma code help fellow mathematicians . 
Cleaned Token After Stem =  world war ii , english mathemat geniu alan ture tri crack german enigma code help fellow mathematician . 
Cleaned Token Before =  
    chris taylor, a neophyte recruit in vietnam, finds himself caught in a battle of wills between two sergeants, one good and the other evil. a shrewd examination of the brutality of war and the duality of man in conflict.
Cleaned Token After =  chris taylor , neophyte recruit vietnam , finds caught battle wills two sergeants , one good evil . shrewd examination brutality war duality man conflict . 
Cleaned Token After Stem =  chri taylor , neophyt recruit vietnam , find caught battl will two sergeant , one good evil . shrewd examin brutal war dualiti man conflict . 
Cleaned Token Before =  
    in the falangist spain of 1944, the bookish young stepdaughter of a sadistic army officer escapes into an eerie but captivating fantasy world.
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Cleaned Token After Stem =  falangist spain 1944 , bookish young stepdaught sadist armi offic escap eeri captiv fantasi world . 
Cleaned Token Before =  
    a small team of u.s. soldiers battle against hundreds of taliban fighters in afghanistan.
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Cleaned Token After Stem =  small team u.s. soldier battl hundr taliban fighter afghanistan . 
Cleaned Token Before =  
    in the early 1900s, three brothers and their father living in the remote wilderness of montana are affected by betrayal, history, love, nature, and war.
Cleaned Token After =  early 1900s , three brothers father living remote wilderness montana affected betrayal , history , love , nature , war . 
Cleaned Token After Stem =  earli 1900 , three brother father live remot wilder montana affect betray , histori , love , natur , war . 
Cleaned Token Before =  
    balian of ibelin travels to jerusalem during the crusades of the 12th century, and there he finds himself as the defender of the city and its people.
Cleaned Token After =  balian ibelin travels jerusalem crusades 12th century , finds defender city people . 
Cleaned Token After Stem =  balian ibelin travel jerusalem crusad 12th centuri , find defend citi peopl . 
Cleaned Token Before =  
    a tale of war and romance mixed in with history. the story follows two lifelong friends and a beautiful nurse who are caught up in the horror of an infamous sunday morning in 1941.
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Cleaned Token After Stem =  tale war romanc mix histori . stori follow two lifelong friend beauti nurs caught horror infam sunday morn 1941 . 
Cleaned Token Before =  
    in the aftermath of world war ii, a writer forms an unexpected bond with the residents of guernsey island when she decides to write a book about their experiences during the war.
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Cleaned Token After Stem =  aftermath world war ii , writer form unexpect bond resid guernsey island decid write book experi war . 
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    a female wwii pilot traveling with top secret documents on a b-17 flying fortress encounters an evil presence on board the flight.
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Cleaned Token After Stem =  femal wwii pilot travel top secret document b-17 fli fortress encount evil presenc board flight . 
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    a manipulative woman and a roguish man conduct a turbulent romance during the american civil war and reconstruction periods.
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Cleaned Token After Stem =  manipul woman roguish man conduct turbul romanc american civil war reconstruct period . 
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    a chronicle of the decade-long hunt for al-qaeda terrorist leader osama bin laden after the september 2001 attacks, and his death at the hands of the navy s.e.a.l.s team 6 in may 2011.
Cleaned Token After =  chronicle decade-long hunt al-qaeda terrorist leader osama bin laden september 2001 attacks , death hands navy s.e.a.l.s team 6 may 2011 . 
Cleaned Token After Stem =  chronicl decade-long hunt al-qaeda terrorist leader osama bin laden septemb 2001 attack , death hand navi s.e.a.l. team 6 may 2011 . 
Cleaned Token Before =  
    loosely based on the true story of two young men, david packouz and efraim diveroli, who won a three hundred million dollar contract from the pentagon to arm america&#39;s allies in afghanistan.
Cleaned Token After =  loosely based true story two young men , david packouz efraim diveroli , three hundred million dollar contract pentagon arm america &#39;s allies afghanistan . 
Cleaned Token After Stem =  loos base true stori two young men , david packouz efraim diveroli , three hundr million dollar contract pentagon arm america &#39;s alli afghanistan . 
Cleaned Token Before =  
    navy s.e.a.l. sniper chris kyle&#39;s pinpoint accuracy saves countless lives on the battlefield and turns him into a legend. back home with his family after four tours of duty, however, chris finds that it is the war he can&#39;t leave behind.
Cleaned Token After =  navy s.e.a.l . sniper chris kyle &#39;s pinpoint accuracy saves countless lives battlefield turns legend . back home family four tours duty , however , chris finds war ca n&#39;t leave behind . 
Cleaned Token After Stem =  navi s.e.a.l . sniper chri kyle &#39;s pinpoint accuraci save countless live battlefield turn legend . back home famili four tour duti , howev , chri find war ca n&#39;t leav behind . 
Cleaned Token Before =  
    a ranching family in montana faces off against others encroaching on their land.
Cleaned Token After =  ranching family montana faces others encroaching land . 
Cleaned Token After Stem =  ranch famili montana face other encroach land . 
Cleaned Token Before =  
    a civil war veteran agrees to deliver a girl, taken by the kiowa people years ago, to her aunt and uncle, against her will. they travel hundreds of miles and face grave dangers as they search for a place that either can call home.
Cleaned Token After =  civil war veteran agrees deliver girl , taken kiowa people years ago , aunt uncle , . travel hundreds miles face grave dangers search place either call home . 
Cleaned Token After Stem =  civil war veteran agre deliv girl , taken kiowa peopl year ago , aunt uncl , . travel hundr mile face grave danger search place either call home . 
Cleaned Token Before =  
    u.s. marshal raylan givens is reassigned from miami to his childhood home in the poor, rural coal mining towns of eastern kentucky.
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Cleaned Token After Stem =  u.s. marshal raylan given reassign miami childhood home poor , rural coal mine town eastern kentucki . 
Cleaned Token Before =  
    following wyatt earp&#39;s great great-granddaughter as she battles demons and other creatures. with her unique abilities and a posse of dysfunctional allies, she&#39;s the only thing that can bring the paranormal to justice.
Cleaned Token After =  following wyatt earp &#39;s great great-granddaughter battles demons creatures . unique abilities posse dysfunctional allies , &#39;s thing bring paranormal justice . 
Cleaned Token After Stem =  follow wyatt earp &#39;s great great-granddaught battl demon creatur . uniqu abil poss dysfunct alli , &#39;s thing bring paranorm justic . 
Cleaned Token Before =  
    a widowed father returns to austin after two years, attempting to reconnect with his children, navigate clashes with his family, and find common ground with his new partner, while growing increasingly suspicious of his wife&#39;s death.
Cleaned Token After =  widowed father returns austin two years , attempting reconnect children , navigate clashes family , find common ground new partner , growing increasingly suspicious wife &#39;s death . 
Cleaned Token After Stem =  widow father return austin two year , attempt reconnect children , navig clash famili , find common ground new partner , grow increasingli suspici wife &#39;s death . 
Cleaned Token Before =  
    with the help of a german bounty-hunter, a freed slave sets out to rescue his wife from a brutal plantation-owner in mississippi.
Cleaned Token After =  help german bounty-hunter , freed slave sets rescue wife brutal plantation-owner mississippi . 
Cleaned Token After Stem =  help german bounty-hunt , freed slave set rescu wife brutal plantation-own mississippi . 
Cleaned Token Before =  
    the life and adventures of the ingalls family in the nineteenth century american midwest.
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Cleaned Token After Stem =  life adventur ingal famili nineteenth centuri american midwest . 
Cleaned Token Before =  
    walt longmire is the dedicated and unflappable sheriff of absaroka county, wyoming. widowed only a year, he is a man in psychic repair but buries his pain behind his brave face, unassuming grin and dry wit.
Cleaned Token After =  walt longmire dedicated unflappable sheriff absaroka county , wyoming . widowed year , man psychic repair buries pain behind brave face , unassuming grin dry wit . 
Cleaned Token After Stem =  walt longmir dedic unflapp sheriff absaroka counti , wyom . widow year , man psychic repair buri pain behind brave face , unassum grin dri wit . 
Cleaned Token Before =  
    a successful lawman&#39;s plans to retire anonymously in tombstone, arizona are disrupted by the kind of outlaws he was famous for eliminating.
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Cleaned Token After Stem =  success lawman &#39;s plan retir anonym tombston , arizona disrupt kind outlaw famou elimin . 
Cleaned Token Before =  
    a bounty hunting scam joins two men in an uneasy alliance against a third in a race to find a fortune in gold buried in a remote cemetery.
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Cleaned Token After Stem =  bounti hunt scam join two men uneasi allianc third race find fortun gold buri remot cemeteri . 
Cleaned Token Before =  
    in the dead of a wyoming winter, a bounty hunter and his prisoner find shelter in a cabin currently inhabited by a collection of nefarious characters.
Cleaned Token After =  dead wyoming winter , bounty hunter prisoner find shelter cabin currently inhabited collection nefarious characters . 
Cleaned Token After Stem =  dead wyom winter , bounti hunter prison find shelter cabin current inhabit collect nefari charact . 
Cleaned Token Before =  
    a frontiersman on a fur trading expedition in the 1820s fights for survival after being mauled by a bear and left for dead by members of his own hunting team.
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Cleaned Token After Stem =  frontiersman fur trade expedit 1820 fight surviv maul bear left dead member hunt team . 
Cleaned Token Before =  
    marshal matt dillon keeps the peace in rough and tumble dodge city.
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Cleaned Token After Stem =  marshal matt dillon keep peac rough tumbl dodg citi . 
Cleaned Token Before =  
    a show set in the late 1800s, revolving around the characters of deadwood, south dakota; a town of deep corruption and crime.
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Cleaned Token After Stem =  show set late 1800 , revolv around charact deadwood , south dakota ; town deep corrupt crime . 
Cleaned Token Before =  
    lieutenant john dunbar, assigned to a remote western civil war outpost, befriends wolves and indians, making him an intolerable aberration in the military.
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Cleaned Token After Stem =  lieuten john dunbar , assign remot western civil war outpost , befriend wolv indian , make intoler aberr militari . 
Cleaned Token Before =  
    the son of a colorado rancher returns home from a semi-pro football career to run the family business.
Cleaned Token After =  son colorado rancher returns home semi-pro football career run family business . 
Cleaned Token After Stem =  son colorado rancher return home semi-pro footbal career run famili busi . 
Cleaned Token Before =  
    a mysterious stranger with a harmonica joins forces with a notorious desperado to protect a beautiful widow from a ruthless assassin working for the railroad.
Cleaned Token After =  mysterious stranger harmonica joins forces notorious desperado protect beautiful widow ruthless assassin working railroad . 
Cleaned Token After Stem =  mysteri stranger harmonica join forc notori desperado protect beauti widow ruthless assassin work railroad . 
Cleaned Token Before =  
    members of the osage tribe in the united states are murdered under mysterious circumstances in the 1920s sparking a major f.b.i. investigation involving j. edgar hoover.
Cleaned Token After =  members osage tribe united states murdered mysterious circumstances 1920s sparking major f.b.i . investigation involving j. edgar hoover . 
Cleaned Token After Stem =  member osag tribe unit state murder mysteri circumst 1920 spark major f.b.i . investig involv j. edgar hoover . 
Cleaned Token Before =  
    a group of young gunmen, led by billy the kid, become deputies to avenge the murder of the rancher who became their benefactor. but when billy takes their authority too far, they become the hunted.
Cleaned Token After =  group young gunmen , led billy kid , become deputies avenge murder rancher became benefactor . billy takes authority far , become hunted . 
Cleaned Token After Stem =  group young gunmen , led billi kid , becom deputi aveng murder rancher becam benefactor . billi take author far , becom hunt . 
Cleaned Token Before =  
    seven gunmen from a variety of backgrounds are brought together by a vengeful young widow to protect her town from the private army of a destructive industrialist.
Cleaned Token After =  seven gunmen variety backgrounds brought together vengeful young widow protect town private army destructive industrialist . 
Cleaned Token After Stem =  seven gunmen varieti background brought togeth veng young widow protect town privat armi destruct industrialist . 
Cleaned Token Before =  
    in the early 1900s, three brothers and their father living in the remote wilderness of montana are affected by betrayal, history, love, nature, and war.
Cleaned Token After =  early 1900s , three brothers father living remote wilderness montana affected betrayal , history , love , nature , war . 
Cleaned Token After Stem =  earli 1900 , three brother father live remot wilder montana affect betray , histori , love , natur , war . 
Cleaned Token Before =  
    retired old west gunslinger william munny reluctantly takes on one last job, with the help of his old partner ned logan and a young man, the &#34;schofield kid.&#34;
Cleaned Token After =  retired old west gunslinger william munny reluctantly takes one last job , help old partner ned logan young man , `` schofield kid . &#39;&#39; 
Cleaned Token After Stem =  retir old west gunsling william munni reluctantli take one last job , help old partner ned logan young man , `` schofield kid . `` 
Cleaned Token Before =  
    in the 1880s american west, murderous outlaw gang leader frank griffin hunts for ex-protege roy goode. frank&#39;s chase leads him to la belle, new mexico--a town inhabited, after a mining disaster, almost entirely by women.
Cleaned Token After =  1880s american west , murderous outlaw gang leader frank griffin hunts ex-protege roy goode . frank &#39;s chase leads la belle , new mexico -- town inhabited , mining disaster , almost entirely women . 
Cleaned Token After Stem =  1880 american west , murder outlaw gang leader frank griffin hunt ex-proteg roy good . frank &#39;s chase lead la bell , new mexico -- town inhabit , mine disast , almost entir women . 
Cleaned Token Before =  
    a female gunfighter returns to a frontier town where a dueling tournament is being held, which she enters in an effort to avenge her father&#39;s death.
Cleaned Token After =  female gunfighter returns frontier town dueling tournament held , enters effort avenge father &#39;s death . 
Cleaned Token After Stem =  femal gunfight return frontier town duel tournament held , enter effort aveng father &#39;s death . 
Cleaned Token Before =  
    a stubborn teenager enlists the help of a tough u.s. marshal to track down her father&#39;s murderer.
Cleaned Token After =  stubborn teenager enlists help tough u.s. marshal track father &#39;s murderer . 
Cleaned Token After Stem =  stubborn teenag enlist help tough u.s. marshal track father &#39;s murder . 
Cleaned Token Before =  
    sprawling epic covering the life of a texas cattle rancher and his family and associates.
Cleaned Token After =  sprawling epic covering life texas cattle rancher family associates . 
Cleaned Token After Stem =  sprawl epic cover life texa cattl rancher famili associ . 
Cleaned Token Before =  
    a divorced father and his ex-con older brother resort to a desperate scheme in order to save their family&#39;s ranch in west texas.
Cleaned Token After =  divorced father ex-con older brother resort desperate scheme order save family &#39;s ranch west texas . 
Cleaned Token After Stem =  divorc father ex-con older brother resort desper scheme order save famili &#39;s ranch west texa . 
Cleaned Token Before =  
    in 1881, cattle baron john chisum pays a bounty to patrick floyd garrett to kill outlaw billy the kid.
Cleaned Token After =  1881 , cattle baron john chisum pays bounty patrick floyd garrett kill outlaw billy kid . 
Cleaned Token After Stem =  1881 , cattl baron john chisum pay bounti patrick floyd garrett kill outlaw billi kid . 
Cleaned Token Before =  
    six tales of life and violence in the old west, following a singing gunslinger, a bank robber, a traveling impresario, an elderly prospector, a wagon train, and a perverse pair of bounty hunters.
Cleaned Token After =  six tales life violence old west , following singing gunslinger , bank robber , traveling impresario , elderly prospector , wagon train , perverse pair bounty hunters . 
Cleaned Token After Stem =  six tale life violenc old west , follow sing gunsling , bank robber , travel impresario , elderli prospector , wagon train , pervers pair bounti hunter . 
Cleaned Token Before =  
    in 1870s america, the fury of a notorious gang leader is unleashed when a peaceful american settler avenges the death of his family. then as his cowardly fellow townspeople betray him, he is forced to hunt down the outlaws alone.
Cleaned Token After =  1870s america , fury notorious gang leader unleashed peaceful american settler avenges death family . cowardly fellow townspeople betray , forced hunt outlaws alone . 
Cleaned Token After Stem =  1870 america , furi notori gang leader unleash peac american settler aveng death famili . cowardli fellow townspeopl betray , forc hunt outlaw alon . 
Cleaned Token Before =  
    lucky prescott&#39;s life is changed forever when she moves from her home in the city to a small frontier town and befriends a wild mustang named spirit.
Cleaned Token After =  lucky prescott &#39;s life changed forever moves home city small frontier town befriends wild mustang named spirit . 
Cleaned Token After Stem =  lucki prescott &#39;s life chang forev move home citi small frontier town befriend wild mustang name spirit . 
Cleaned Token Before =  
    a mysterious preacher (clint eastwood) protects a humble prospector village from a greedy mining company trying to encroach on their land.
Cleaned Token After =  mysterious preacher ( clint eastwood ) protects humble prospector village greedy mining company trying encroach land . 
Cleaned Token After Stem =  mysteri preacher ( clint eastwood ) protect humbl prospector villag greedi mine compani tri encroach land . 
Cleaned Token Before =  
    stranded in 1955, marty mcfly learns about the death of doc brown in 1885 and must travel back in time to save him. with no fuel readily available for the delorean, the two must figure how to escape the old west before emmett is murdered.
Cleaned Token After =  stranded 1955 , marty mcfly learns death doc brown 1885 must travel back time save . fuel readily available delorean , two must figure escape old west emmett murdered . 
Cleaned Token After Stem =  strand 1955 , marti mcfli learn death doc brown 1885 must travel back time save . fuel readili avail delorean , two must figur escap old west emmett murder . 
Cleaned Token Before =  
    from wichita to dodge city to the o.k. corral in tombstone, a man becomes a myth in this thrilling journey of romance, adventure and desperate, heroic action.
Cleaned Token After =  wichita dodge city o.k . corral tombstone , man becomes myth thrilling journey romance , adventure desperate , heroic action . 
Cleaned Token After Stem =  wichita dodg citi o.k . corral tombston , man becom myth thrill journey romanc , adventur desper , heroic action . 
Cleaned Token Before =  
    in the dying days of the old west, an elderly sheriff and his posse set out to rescue their town&#39;s doctor from cannibalistic cave dwellers.
Cleaned Token After =  dying days old west , elderly sheriff posse set rescue town &#39;s doctor cannibalistic cave dwellers . 
Cleaned Token After Stem =  die day old west , elderli sheriff poss set rescu town &#39;s doctor cannibalist cave dweller . 
Cleaned Token Before =  
    the adventures of a shaolin monk as he wanders the american west armed only with his skill in kung fu.
Cleaned Token After =  adventures shaolin monk wanders american west armed skill kung fu . 
Cleaned Token After Stem =  adventur shaolin monk wander american west arm skill kung fu . 
Cleaned Token Before =  
    a small-time rancher agrees to hold a captured outlaw who&#39;s awaiting a train to go to court in yuma. a battle of wills ensues as the outlaw tries to psych out the rancher.
Cleaned Token After =  small-time rancher agrees hold captured outlaw &#39;s awaiting train go court yuma . battle wills ensues outlaw tries psych rancher . 
Cleaned Token After Stem =  small-tim rancher agre hold captur outlaw &#39;s await train go court yuma . battl will ensu outlaw tri psych rancher . 
Cleaned Token Before =  
    in 1850s oregon, the infamous duo of assassins, eli sisters (john c. reilly) and charlie sisters (joaquin phoenix), chase a gold prospector and his unexpected ally.
Cleaned Token After =  1850s oregon , infamous duo assassins , eli sisters ( john c. reilly ) charlie sisters ( joaquin phoenix ) , chase gold prospector unexpected ally . 
Cleaned Token After Stem =  1850 oregon , infam duo assassin , eli sister ( john c. reilli ) charli sister ( joaquin phoenix ) , chase gold prospector unexpect alli . 
Cleaned Token Before =  
    personable western series based in wyoming from the 1890s onward.
Cleaned Token After =  personable western series based wyoming 1890s onward . 
Cleaned Token After Stem =  person western seri base wyom 1890 onward . 
Cleaned Token Before =  
    dramatization of the bitter blood feud between the two families on the west virginia/kentucky border in the years after the civil war.
Cleaned Token After =  dramatization bitter blood feud two families west virginia/kentucky border years civil war . 
Cleaned Token After Stem =  dramat bitter blood feud two famili west virginia/kentucki border year civil war . 
Cleaned Token Before =  
    two former texas rangers renew their spirit of adventure as they and several other residents of a small texas town join a cattle drive to the montana territory.
Cleaned Token After =  two former texas rangers renew spirit adventure several residents small texas town join cattle drive montana territory . 
Cleaned Token After Stem =  two former texa ranger renew spirit adventur sever resid small texa town join cattl drive montana territori . 
Cleaned Token Before =  
    a young thief, seeking revenge for the death of his brother, is trained by the once great, but aged zorro, who also pursues vengeance of his own.
Cleaned Token After =  young thief , seeking revenge death brother , trained great , aged zorro , also pursues vengeance . 
Cleaned Token After Stem =  young thief , seek reveng death brother , train great , age zorro , also pursu vengeanc . 
Cleaned Token Before =  
    five women run a cattle station, &#34;drover&#39;s run&#34;, in the outback of south australia.
Cleaned Token After =  five women run cattle station , `` drover &#39;s run &#39;&#39; , outback south australia . 
Cleaned Token After Stem =  five women run cattl station , `` drover &#39;s run `` , outback south australia . 
Cleaned Token Before =  
    the wild west adventures of ben cartwright and his sons as they run and defend their nevada ranch while helping the surrounding community.
Cleaned Token After =  wild west adventures ben cartwright sons run defend nevada ranch helping surrounding community . 
Cleaned Token After Stem =  wild west adventur ben cartwright son run defend nevada ranch help surround commun . 
Cleaned Token Before =  
    seven gunfighters are hired by mexican peasants to liberate their village from oppressive bandits.
Cleaned Token After =  seven gunfighters hired mexican peasants liberate village oppressive bandits . 
Cleaned Token After Stem =  seven gunfight hire mexican peasant liber villag oppress bandit . 
Cleaned Token Before =  
    based on peter carey&#39;s novel. the story of australian bushranger ned kelly and his gang as they flee from authorities during the 1870s.
Cleaned Token After =  based peter carey &#39;s novel . story australian bushranger ned kelly gang flee authorities 1870s . 
Cleaned Token After Stem =  base peter carey &#39;s novel . stori australian bushrang ned kelli gang flee author 1870 . 
Cleaned Token Before =  
    a one-time rodeo star and washed-up horse breeder takes a job to bring a man&#39;s young son home and away from his alcoholic mom. on their journey, the horseman finds redemption through teaching the boy what it means to be a good man.
Cleaned Token After =  one-time rodeo star washed-up horse breeder takes job bring man &#39;s young son home away alcoholic mom . journey , horseman finds redemption teaching boy means good man . 
Cleaned Token After Stem =  one-tim rodeo star washed-up hors breeder take job bring man &#39;s young son home away alcohol mom . journey , horseman find redempt teach boy mean good man . 
Cleaned Token Before =  
    in 1892, a legendary army captain reluctantly agrees to escort a cheyenne chief and his family through dangerous territory.
Cleaned Token After =  1892 , legendary army captain reluctantly agrees escort cheyenne chief family dangerous territory . 
Cleaned Token After Stem =  1892 , legendari armi captain reluctantli agre escort cheyenn chief famili danger territori . 
Cleaned Token Before =  
    a boy haunted by visions of a dark tower from a parallel reality teams up with the tower&#39;s disillusioned guardian to stop an evil warlock known as the man in black who plans to use the boy to destroy the tower and open the gates of hell.
Cleaned Token After =  boy haunted visions dark tower parallel reality teams tower &#39;s disillusioned guardian stop evil warlock known man black plans use boy destroy tower open gates hell . 
Cleaned Token After Stem =  boy haunt vision dark tower parallel realiti team tower &#39;s disillus guardian stop evil warlock known man black plan use boy destroy tower open gate hell . 
Cleaned Token Before =  
    rango is an ordinary chameleon who accidentally winds up in the town of dirt, a lawless outpost in the wild west in desperate need of a new sheriff.
Cleaned Token After =  rango ordinary chameleon accidentally winds town dirt , lawless outpost wild west desperate need new sheriff . 
Cleaned Token After Stem =  rango ordinari chameleon accident wind town dirt , lawless outpost wild west desper need new sheriff . 
</pre>
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<div class="prompt input_prompt">In&nbsp;[54]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># save to csv</span>
<span class="n">dict_cleaned</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;word&#39;</span><span class="p">:</span><span class="n">word_processing_cleaned</span><span class="p">}</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">dict_cleaned</span><span class="p">)</span> 
<span class="c1">#save cleaned word token </span>
<span class="n">df</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="s1">&#39;post_processing_data_film_cleaned.csv&#39;</span><span class="p">)</span> 

<span class="n">df</span>
</pre></div>

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    <div class="prompt output_prompt">Out[54]:</div>


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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
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    .dataframe tbody tr th {
        vertical-align: top;
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        text-align: right;
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>word</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>epic next chapter cinematic monsterverse pits ...</td>
    </tr>
    <tr>
      <th>1</th>
      <td>following events 'avengers : endgame , ' sam w...</td>
    </tr>
    <tr>
      <th>2</th>
      <td>film natasha romanoff quests films civil war i...</td>
    </tr>
    <tr>
      <th>3</th>
      <td>first generation superheroes kept world safe n...</td>
    </tr>
    <tr>
      <th>4</th>
      <td>determined ensure superman 's ultimate sacrifi...</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
    </tr>
    <tr>
      <th>1145</th>
      <td>based peter carey 's novel . story australian ...</td>
    </tr>
    <tr>
      <th>1146</th>
      <td>one-time rodeo star washed-up horse breeder ta...</td>
    </tr>
    <tr>
      <th>1147</th>
      <td>1892 , legendary army captain reluctantly agre...</td>
    </tr>
    <tr>
      <th>1148</th>
      <td>boy haunted visions dark tower parallel realit...</td>
    </tr>
    <tr>
      <th>1149</th>
      <td>rango ordinary chameleon accidentally winds to...</td>
    </tr>
  </tbody>
</table>
<p>1150 rows × 1 columns</p>
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<div class="prompt input_prompt">In&nbsp;[53]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">dict_stemmed</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;word&#39;</span><span class="p">:</span><span class="n">word_processing_stemmed</span><span class="p">}</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">dict_stemmed</span><span class="p">)</span> 
<span class="c1">#save stemmed word token to csv</span>
<span class="n">df</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="s1">&#39;post_processing_data_film_stemmed.csv&#39;</span><span class="p">)</span> 

<span class="n">df</span>
</pre></div>

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<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt output_prompt">Out[53]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>word</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>epic next chapter cinemat monstervers pit two ...</td>
    </tr>
    <tr>
      <th>1</th>
      <td>follow event 'aveng : endgam , ' sam wilson/fa...</td>
    </tr>
    <tr>
      <th>2</th>
      <td>film natasha romanoff quest film civil war inf...</td>
    </tr>
    <tr>
      <th>3</th>
      <td>first gener superhero kept world safe nearli c...</td>
    </tr>
    <tr>
      <th>4</th>
      <td>determin ensur superman 's ultim sacrific vain...</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
    </tr>
    <tr>
      <th>1145</th>
      <td>base peter carey 's novel . stori australian b...</td>
    </tr>
    <tr>
      <th>1146</th>
      <td>one-tim rodeo star washed-up hors breeder take...</td>
    </tr>
    <tr>
      <th>1147</th>
      <td>1892 , legendari armi captain reluctantli agre...</td>
    </tr>
    <tr>
      <th>1148</th>
      <td>boy haunt vision dark tower parallel realiti t...</td>
    </tr>
    <tr>
      <th>1149</th>
      <td>rango ordinari chameleon accident wind town di...</td>
    </tr>
  </tbody>
</table>
<p>1150 rows × 1 columns</p>
</div>
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