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<!DOCTYPE html>
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<div id="data-wrangling" class="section level1 tab-content">
<h1>Data wrangling</h1>
<div id="get-data-and-merge" class="section level2 tab-content">
<h2>Get data and merge</h2>
<div id="set-up-basics" class="section level3">
<h3>set up basics</h3>
<pre class="r"><code>library(knitr)
opts_chunk$set(tidy = FALSE,cache = F, warning = F, message = F)
## ausfuehren zeilenweise mit dem run-knopf (rechts oben in diesem fenster-segment)
## oder mit strg-enter
source("0_helpers.R")
# get credentials
source(".password.R")
# formr_connect(credentials$user, credentials$password, host = credentials$host)
# credentials = list(host = credentials$host)</code></pre>
</div>
<div id="load-clean-aggregate-data" class="section level3">
<h3>Load, clean, aggregate data</h3>
<pre class="r"><code>theme_set(theme_tufte(base_size = 12, base_family = 'Helvetica Neue'))
# einleit = as.data.table(formr_raw_results("Einleitender_Fragebogen", host = credentials$host))
# einleit_WAMS = as.data.table(formr_raw_results("Einleitender_Fragebogen_WAMS", host = credentials$host))
# einleit = setDF(rbind.fill(einleit, einleit_WAMS))
# rm(einleit_WAMS)
# einleit_items = formr_items("Einleitender_Fragebogen_WAMS", host = credentials$host)
# einleit = as.data.table(formr_post_process_results(einleit_items, einleit, compute_alphas = T,plot_likert = T ))
#
# vorab_old = as.data.table(formr_raw_results("Vorab_Fragebogen1", host = credentials$host))
# vorab_WAMS = as.data.table(formr_raw_results("Vorab_Fragebogen1_WAMS", host = credentials$host))
# vorab_items = formr_items("Vorab_Fragebogen1_WAMS", host = credentials$host)
#
# tagebuch = as.data.table(formr_results("Taeglicher_Fragebogen_1", host = credentials$host))
#
# abschluss = as.data.table(formr_results("Abschluss_Fragebogen_1", host = credentials$host))
# nachbe = formr_results("Nachbefragung_Menstruation", host = credentials$host) %>% as.data.table()
# nachbe_other_hormonal = as.data.table(formr_results("Nachbefragung_other_hormonal", compute_alphas = T, host = credentials$host))</code></pre>
</div>
<div id="eliminate-duplicates-due-to-testing-errors" class="section level3">
<h3>Eliminate duplicates due to testing, errors</h3>
<pre class="r"><code># test_sessions = c(einleit[duplicated(session), session], "616ccf34994fcf7fa170a49c676496a96b26e9315ee81180939fc8bd951ea315")
#
# einleit = einleit[ !session %in% test_sessions, ]
# einleit = einleit[ !is.na(agreement), ]
# stopifnot(0 == sum(duplicated(einleit$session)))
#
# vorab_old = vorab_old[ !session %in% test_sessions, ]
# vorab_WAMS = vorab_WAMS[ !session %in% test_sessions, ]
# vorab = setDF(rbind.fill(vorab_old, vorab_WAMS))
# vorab = as.data.table(formr_post_process_results(vorab_items, vorab,compute_alphas = T,plot_likert = T ))
# stopifnot(0 == sum(duplicated(vorab$session)))
# vorab[is.na(BFI_consc_8), ended := NA] # interrupters who we disabled
#
# abschluss = abschluss[ order( rev(created)) , ]
# abschluss = abschluss[ !duplicated(session), ]
# stopifnot(0 == sum(duplicated(abschluss$session)))
#
# nachbe_other_hormonal$session_id = as.numeric(nachbe_other_hormonal$session_id )
# nachbe_other_hormonal = nachbe_other_hormonal[!session_id %in% c(171983, 171984), ]
# stopifnot(0 == sum(duplicated(nachbe_other_hormonal$session)))
# theme_set(theme_tufte(base_size = 20, base_family = 'Helvetica Neue'))
# einleit = einleit %>% select(-email, -referring_website, -browser, -mobile_nr)
# save(einleit, vorab, tagebuch, abschluss,nachbe, nachbe_other_hormonal, file = 'pretty_raw.rdata')</code></pre>
</div>
<div id="merge-vorab-and-abschluss" class="section level3">
<h3>Merge vorab and abschluss</h3>
<pre class="r"><code>load("pretty_raw.rdata")
p0 = merge(einleit[,list(session,age, gender, sex_orientation, hetero_relationship)], vorab, by = "session", all.x = T)
p1 <- merge(p0, abschluss, by = "session", all.x = T, suffixes = c(".vorab",".abschluss"))
names(nachbe_other_hormonal)[2:5] = paste0(names(nachbe_other_hormonal)[2:5], ".nachbe_other_hormonal")
xsection <- merge(p1, nachbe_other_hormonal, by = "session", all.x = T)</code></pre>
</div>
</div>
<div id="subset-data" class="section level2">
<h2>Subset data</h2>
<pre class="r"><code>pipeline_hc = pipeline = list()
pipeline$signed_up = sum(!is.na(xsection$age))
xsection = xsection %>% filter(!is.na(age))
pipeline$ineligible = sum(xsection$gender != 1 | xsection$hetero_relationship != 1, na.rm = T)
xsection = xsection %>% filter(gender == 1 & hetero_relationship == 1)
pipeline$did_not_complete_pre_survey = sum(is.na(xsection$ended.vorab), na.rm = TRUE)
xsection = xsection %>% filter(!is.na(ended.vorab)) #only those who ended vorab
pipeline$finished_pre_survey = nrow(xsection)
tagebuch = tagebuch[ !is.na(ended) & !is.na(session) & session %in% xsection$session, ] # no duds/testers
tagebuch$created_date = as.Date(tagebuch$created - dhours(9))
tagebuch$sess_day = paste(tagebuch$session, tagebuch$created_date)
table(duplicated(tagebuch$sess_day)) # 41 dupes due to an early bug</code></pre>
<pre><code>##
## FALSE TRUE
## 30930 41</code></pre>
<pre class="r"><code>setkey(tagebuch, session, created, ended, modified)
tagebuch = tagebuch[!duplicated(tagebuch$sess_day), ]</code></pre>
</div>
<div id="hypotheses-guessed" class="section level2">
<h2>Hypotheses guessed</h2>
<pre class="r"><code>xsection$hypothesis_guessed = NA_character_ # Hypothese erraten variable erstmal bei allen auf “unkodiert” setzen
# cat(xsection[ ! is.na(meaning_study) & is.na(hypothesis_guessed), str_c( str_sub(session, 1, 10),"\n", meaning_study,"\n\n") ]) # zeigt alle die was geschrieben haben, aber nur die bei denen wir die Hypothese noch nicht kodiert haben
## beginnend bei Nr. 2 Abschluss FB
xsection$short = str_sub(xsection$session,1,10)
xsection[ short == "c8cabb2407", hypothesis_guessed := "pille" ]
xsection[ short == "0d2804a063", hypothesis_guessed := "" ]
xsection[ short == "df96f1da5c", hypothesis_guessed := "" ]
xsection[ short == "a9995fe3d9", hypothesis_guessed := "" ]
xsection[ short == "3f776540f0", hypothesis_guessed := "zyklus, pille" ]
xsection[ short == "b726d9cd36", hypothesis_guessed := "" ]
xsection[ short == "2a656528d8", hypothesis_guessed := "" ]
xsection[ short == "1794115cf9", hypothesis_guessed := "" ]
xsection[ short == "6d97f9db84", hypothesis_guessed := "" ]
xsection[ short == "5528d129af", hypothesis_guessed := "" ]
xsection[ short == "3f776540f0", hypothesis_guessed := "zyklus, pille" ]
xsection[ short == "d323f2f23e", hypothesis_guessed := "" ]
xsection[ short == "0d2804a063", hypothesis_guessed := "" ]
xsection[ short == "b45e6029af", hypothesis_guessed := "" ]
xsection[ short == "06d8ad9352", hypothesis_guessed := "" ]
xsection[ short == "daf19d11c5", hypothesis_guessed := "" ]
xsection[ short == "ad9c9b9040", hypothesis_guessed := "" ]
xsection[ short == "602532ed06", hypothesis_guessed := "" ]
xsection[ short == "ef5d7a4afe", hypothesis_guessed := "" ]
xsection[ short == "4bb6d35c60", hypothesis_guessed := "" ]
xsection[ short == "2709df5b65", hypothesis_guessed := "" ]
xsection[ short == "1d55f16def", hypothesis_guessed := "" ]
xsection[ short == "1efa2a7b59", hypothesis_guessed := "" ]
xsection[ short == "0ce9853874", hypothesis_guessed := "" ]
xsection[ short == "e164a28749", hypothesis_guessed := "" ]
xsection[ short == "304bca7f58", hypothesis_guessed := "" ]
xsection[ short == "21054c807c", hypothesis_guessed := "" ]
xsection[ short == "35bb4b9d0e", hypothesis_guessed := "" ]
xsection[ short == "0e8fb367d5", hypothesis_guessed := "" ]
xsection[ short == "2001e6b0ba", hypothesis_guessed := "" ]
xsection[ short == "4adad13adb", hypothesis_guessed := "" ]
xsection[ short == "43273cd6f1", hypothesis_guessed := "" ]
xsection[ short == "7d15b96270", hypothesis_guessed := "zyklus" ]
xsection[ short == "129ac3ab6d", hypothesis_guessed := "" ]
xsection[ short == "f9cc25fe9f", hypothesis_guessed := "zyklus" ]
xsection[ short == "2384901dd0", hypothesis_guessed := "" ]
xsection[ short == "e13702498c", hypothesis_guessed := "" ]
xsection[ short == "df96f1da5c", hypothesis_guessed := "" ]
xsection[ short == "610e6193fc", hypothesis_guessed := "" ]
xsection[ short == "14c0d954f2", hypothesis_guessed := "" ]
xsection[ short == "09521151c3", hypothesis_guessed := "" ]
xsection[ short == "74c219c7b4", hypothesis_guessed := "" ]
xsection[ short == "8a656581da", hypothesis_guessed := "" ]
xsection[ short == "714c09c81d", hypothesis_guessed := "" ]
xsection[ short == "968add9413", hypothesis_guessed := "" ]
xsection[ short == "4b1c22b386", hypothesis_guessed := "zyklus" ]
xsection[ short == "741097daab", hypothesis_guessed := "menstruation" ]
xsection[ short == "2fff8152a1", hypothesis_guessed := "" ]
xsection[ short == "9c1c191a8c", hypothesis_guessed := "" ]
xsection[ short == "fae818546b", hypothesis_guessed := "" ]
xsection[ short == "905fa66d73", hypothesis_guessed := "" ]
xsection[ short == "a9995fe3d9", hypothesis_guessed := "zyklus" ]
xsection[ short == "9e7ca102d1", hypothesis_guessed := "" ]
xsection[ short == "c368a1d25c", hypothesis_guessed := "zyklus" ]
xsection[ short == "7f71877363", hypothesis_guessed := "" ]
xsection[ short == "354137dd7f", hypothesis_guessed := "" ]
xsection[ short == "d7c1497736", hypothesis_guessed := "" ]
xsection[ short == "5a52338d59", hypothesis_guessed := "" ]
xsection[ short == "1f21c8d01f", hypothesis_guessed := "" ]
xsection[ short == "4402465c96", hypothesis_guessed := "zyklus" ]
xsection[ short == "8de9e8403b", hypothesis_guessed := "" ]
xsection[ short == "56306eba82", hypothesis_guessed := "" ]
xsection[ short == "34015d752d", hypothesis_guessed := "" ]
xsection[ short == "935ade8964", hypothesis_guessed := "" ]
xsection[ short == "75b7a0b580", hypothesis_guessed := "" ]
xsection[ short == "7a5e6c3fe0", hypothesis_guessed := "" ]
xsection[ short == "24af1309b4", hypothesis_guessed := "" ]
xsection[ short == "6a32bf9e58", hypothesis_guessed := "" ]
xsection[ short == "c6e2a0e0f5", hypothesis_guessed := "" ]
xsection[ short == "a269d1c49b", hypothesis_guessed := "zyklus" ]
xsection[ short == "41a22ad56a", hypothesis_guessed := "" ]
xsection[ short == "2a32bc55a7", hypothesis_guessed := "zyklus" ]
xsection[ short == "7e3f2d22a8", hypothesis_guessed := "" ]
xsection[ short == "c680d6faed", hypothesis_guessed := "" ]
xsection[ short == "28a22bdb79", hypothesis_guessed := "" ]
xsection[ short == "b7313e1259", hypothesis_guessed := "" ]
xsection[ short == "76f7da03e6", hypothesis_guessed := "" ]
xsection[ short == "236a466536", hypothesis_guessed := "" ]
xsection[ short == "d8c77b5d7e", hypothesis_guessed := "" ]
xsection[ short == "998a173634", hypothesis_guessed := "" ]
xsection[ short == "8765bada78", hypothesis_guessed := "" ]
xsection[ short == "eb50f2a1b0", hypothesis_guessed := "zyklus" ]
xsection[ short == "75ca1e55f3", hypothesis_guessed := "" ]
xsection[ short == "36bf3909cd", hypothesis_guessed := "" ]
xsection[ short == "6b4c442294", hypothesis_guessed := "" ]
xsection[ short == "cfd0e370c2", hypothesis_guessed := "" ]
xsection[ short == "da9c04f1dc", hypothesis_guessed := "" ]
xsection[ short == "b15de9d994", hypothesis_guessed := "" ]
xsection[ short == "927a815661", hypothesis_guessed := "" ]
xsection[ short == "f206eb6c66", hypothesis_guessed := "" ]
xsection[ short == "a05777d688", hypothesis_guessed := "" ]
xsection[ short == "008e1a3846", hypothesis_guessed := "" ]
xsection[ short == "77bec8f9fa", hypothesis_guessed := "" ]
xsection[ short == "ffe3de7ada", hypothesis_guessed := "" ]
xsection[ short == "ce9110b32c", hypothesis_guessed := "" ]
xsection[ short == "3d236f5b13", hypothesis_guessed := "zyklus" ]
xsection[ short == "31fae1e494", hypothesis_guessed := "" ]
xsection[ short == "7d63af564f", hypothesis_guessed := "" ]
xsection[ short == "0643a31c42", hypothesis_guessed := "" ]
xsection[ short == "6a451c3559", hypothesis_guessed := "" ]
xsection[ short == "1794115cf9", hypothesis_guessed := "" ]
xsection[ short == "bde2228088", hypothesis_guessed := "" ]
xsection[ short == "7bcb402ac2", hypothesis_guessed := "" ]
xsection[ short == "56e91fba0d", hypothesis_guessed := "" ]
xsection[ short == "e4878941c8", hypothesis_guessed := "" ]
xsection[ short == "d9040996f0", hypothesis_guessed := "pille" ]
xsection[ short == "1b186d0bdf", hypothesis_guessed := "" ]
xsection[ short == "a8f5c15eab", hypothesis_guessed := "zyklus" ]
xsection[ short == "5fa900360e", hypothesis_guessed := "" ]
xsection[ short == "0659e0ce76", hypothesis_guessed := "" ]
xsection[ short == "99f35b7279", hypothesis_guessed := "" ]
xsection[ short == "245e4d3f8e", hypothesis_guessed := "zyklus" ]
xsection[ short == "bd88ffe4c2", hypothesis_guessed := "" ]
xsection[ short == "9400580d09", hypothesis_guessed := "" ]
xsection[ short == "9a38c0f7a8", hypothesis_guessed := "" ]
xsection[ short == "90e1277822", hypothesis_guessed := "" ]
xsection[ short == "02b30a1e88", hypothesis_guessed := "" ]
xsection[ short == "ae90c6f50d", hypothesis_guessed := "" ]
xsection[ short == "43a25b3770", hypothesis_guessed := "" ]
xsection[ short == "58f42542f3", hypothesis_guessed := "" ]
xsection[ short == "5770242e01", hypothesis_guessed := "" ]
xsection[ short == "fe928a062c", hypothesis_guessed := "" ]
xsection[ short == "0fcec7e9e9", hypothesis_guessed := "" ]
xsection[ short == "44f48a8b61", hypothesis_guessed := "" ]
xsection[ short == "be468466cb", hypothesis_guessed := "" ]
xsection[ short == "8de9e8403b", hypothesis_guessed := "" ]
xsection[ short == "daf776aeb5", hypothesis_guessed := "pille, zyklus" ]
xsection[ short == "c02d06c4b6", hypothesis_guessed := "pille" ]
xsection[ short == "24ed183204", hypothesis_guessed := "" ]
xsection[ short == "dd208c8a34", hypothesis_guessed := "" ]
xsection[ short == "5089861ec1", hypothesis_guessed := "" ]
xsection[ short == "6e977547c4", hypothesis_guessed := "" ]
xsection[ short == "f786b346c8", hypothesis_guessed := "" ]
xsection[ short == "96751721dd", hypothesis_guessed := "" ]
xsection[ short == "f5448770a6", hypothesis_guessed := "" ]
xsection[ short == "646c651ea4", hypothesis_guessed := "" ]
xsection[ short == "9f8b9c389a", hypothesis_guessed := "" ]
xsection[ short == "411c91350a", hypothesis_guessed := "" ]
xsection[ short == "21b5146134", hypothesis_guessed := "" ]
xsection[ short == "445c1bbf06", hypothesis_guessed := "" ]
xsection[ short == "b068b06b12", hypothesis_guessed := "" ]
xsection[ short == "ec4505ed59", hypothesis_guessed := "" ]
xsection[ short == "6a01498107", hypothesis_guessed := "" ]
xsection[ short == "f1177b77af", hypothesis_guessed := "" ]
xsection[ short == "689259c4a0", hypothesis_guessed := "" ]
xsection[ short == "c5a8fe1c2e", hypothesis_guessed := "" ]
xsection[ short == "b726d9cd36", hypothesis_guessed := "" ]
xsection[ short == "f42ae3caec", hypothesis_guessed := "" ]
xsection[ short == "cb90b67420", hypothesis_guessed := "" ]
xsection[ short == "28012aed5e", hypothesis_guessed := "" ]
xsection[ short == "9bb8c4ea35", hypothesis_guessed := "" ]
xsection[ short == "fa12f9e203", hypothesis_guessed := "" ]
xsection[ short == "64bd3dba20", hypothesis_guessed := "pille" ]
xsection[ short == "7b2fcea8a5", hypothesis_guessed := "" ]
xsection[ short == "19bca0c45f", hypothesis_guessed := "" ]
xsection[ short == "d79c17faef", hypothesis_guessed := "" ]
xsection[ short == "6d97f9db84", hypothesis_guessed := "" ]
xsection[ short == "2a656528d8", hypothesis_guessed := "" ]
xsection[ short == "82d0f82850", hypothesis_guessed := "" ]
xsection[ short == "0a28af0a59", hypothesis_guessed := "" ]
xsection[ short == "e2f049ef95", hypothesis_guessed := "" ]
xsection[ short == "28a246460d", hypothesis_guessed := "" ]
xsection[ short == "44ed3a0f94", hypothesis_guessed := "" ]
xsection[ short == "128e5f2f9a", hypothesis_guessed := "" ]
xsection[ short == "53bf4f5456", hypothesis_guessed := "" ]
xsection[ short == "9f61438d5f", hypothesis_guessed := "" ]
xsection[ short == "5530688d48", hypothesis_guessed := "" ]
xsection[ short == "cd75c19fa1", hypothesis_guessed := "" ]
xsection[ short == "59131d88d4", hypothesis_guessed := "" ]
xsection[ short == "8a891f90ce", hypothesis_guessed := "" ]
xsection[ short == "37276e25e2", hypothesis_guessed := "zyklus" ]
xsection[ short == "8ec26c9036", hypothesis_guessed := "zyklus" ]
xsection[ short == "01c277d3d0", hypothesis_guessed := "" ]
xsection[ short == "c6dd42db4b", hypothesis_guessed := "" ]
xsection[ short == "b1ec2b199e", hypothesis_guessed := "" ]
xsection[ short == "79bf667244", hypothesis_guessed := "" ]
xsection[ short == "38bb042edd", hypothesis_guessed := "" ]
xsection[ short == "1c40c3e9b3", hypothesis_guessed := "" ]
xsection[ short == "a996908c50", hypothesis_guessed := "" ]
xsection[ short == "2e7a8138ce", hypothesis_guessed := "" ]
xsection[ short == "e8142dfc42", hypothesis_guessed := "" ]
xsection[ short == "74996f8517", hypothesis_guessed := "" ]
xsection[ short == "5528d129af", hypothesis_guessed := "" ]
xsection[ short == "fe1da43c1c", hypothesis_guessed := "" ]
xsection[ short == "ad5b746840", hypothesis_guessed := "" ]
xsection[ short == "21d26d2761", hypothesis_guessed := "" ]
xsection[ short == "a902d3062e", hypothesis_guessed := "" ]
xsection[ short == "4e9893da3b", hypothesis_guessed := "" ]
xsection[ short == "220d10348e", hypothesis_guessed := "" ]
xsection[ short == "23edbdf284", hypothesis_guessed := "" ]
xsection[ short == "25199bbae1", hypothesis_guessed := "" ]
xsection[ short == "abe4c9949e", hypothesis_guessed := "" ]
# Kodierung Hanne reinkopiert
xsection[ short == "03b4587939", hypothesis_guessed := "" ]
xsection[ short == "7392ad15ff", hypothesis_guessed := "" ]
xsection[ short == "0de89e1e3c", hypothesis_guessed := "" ]
xsection[ short == "21523ad67c", hypothesis_guessed := "" ]
xsection[ short == "16d4342214", hypothesis_guessed := "" ]
xsection[ short == "b9294fe7be", hypothesis_guessed := "" ]
xsection[ short == "6d3d339b5c", hypothesis_guessed := "" ]
xsection[ short == "2ccbf1f5a6", hypothesis_guessed := "" ]
xsection[ short == "9787db1a54", hypothesis_guessed := "" ]
xsection[ short == "3b4ef0781b", hypothesis_guessed := "" ]
xsection[ short == "38cb0923c8", hypothesis_guessed := "" ]
xsection[ short == "008ee8cd6a", hypothesis_guessed := "" ]
xsection[ short == "6bf2fadeab", hypothesis_guessed := "" ]
xsection[ short == "3d58cbb50e", hypothesis_guessed := "" ]
xsection[ short == "5cb71cce8b", hypothesis_guessed := "" ]
xsection[ short == "79e1cb73fe", hypothesis_guessed := "" ]
xsection[ short == "c4b0225e39", hypothesis_guessed := "" ]
xsection[ short == "c7eb229822", hypothesis_guessed := "" ]
xsection[ short == "5817ad784e", hypothesis_guessed := "" ]
xsection[ short == "b0ef6c5149", hypothesis_guessed := "" ]
xsection[ short == "c70fa419b0", hypothesis_guessed := "" ]
xsection[ short == "1f4a0cf36f", hypothesis_guessed := "" ]
xsection[ short == "2dafb15a0a", hypothesis_guessed := "" ]
xsection[ short == "fb035fee5a", hypothesis_guessed := "" ]
xsection[ short == "7a76030651", hypothesis_guessed := "" ]
xsection[ short == "b5af1bfbf8", hypothesis_guessed := "" ]
xsection[ short == "d1ea29bce0", hypothesis_guessed := "" ]
xsection[ short == "61d9f3549e", hypothesis_guessed := "" ]
xsection[ short == "f480464fff", hypothesis_guessed := "" ]
xsection[ short == "c4c8152b39", hypothesis_guessed := "" ]
xsection[ short == "dd791f1ba9", hypothesis_guessed := "" ]
xsection[ short == "17ecc0eef7", hypothesis_guessed := "" ]
xsection[ short == "4baca29e4a", hypothesis_guessed := "" ]
xsection[ short == "c3d67296d9", hypothesis_guessed := "" ]
xsection[ short == "c78f64a555", hypothesis_guessed := "zyklus" ]
xsection[ short == "2b408b1e5b", hypothesis_guessed := "" ]
xsection[ short == "ddf84eabe6", hypothesis_guessed := "" ]
xsection[ short == "1630e644ea", hypothesis_guessed := "" ]
xsection[ short == "6944eadc16", hypothesis_guessed := "" ]
xsection[ short == "534af6e9d1", hypothesis_guessed := "" ]
xsection[ short == "f7f94664b3", hypothesis_guessed := "" ]
xsection[ short == "c807b3d9ff", hypothesis_guessed := "" ]
xsection[ short == "4233be9e00", hypothesis_guessed := "" ]
xsection[ short == "b8aa6808e6", hypothesis_guessed := "" ]
xsection[ short == "5b4fad6f3f", hypothesis_guessed := "" ]
xsection[ short == "31f770fe6a", hypothesis_guessed := "" ]
xsection[ short == "a27b5c61e7", hypothesis_guessed := "" ]
xsection[ short == "e5da8d89ef", hypothesis_guessed := "" ]
xsection[ short == "833a015ee7", hypothesis_guessed := "" ]
xsection[ short == "5a27112b81", hypothesis_guessed := "" ]
xsection[ short == "a781509efd", hypothesis_guessed := "" ]
xsection[ short == "d397efe829", hypothesis_guessed := "pille" ]
xsection[ short == "0069356382", hypothesis_guessed := "" ]
xsection[ short == "75c9e5f68a", hypothesis_guessed := "" ]
xsection[ short == "4167741e29", hypothesis_guessed := "" ]
xsection[ short == "1b6147d4d2", hypothesis_guessed := "" ]
xsection[ short == "39800782ec", hypothesis_guessed := "" ]
xsection[ short == "83c84a5860", hypothesis_guessed := "" ]
xsection[ short == "6b8a2e2171", hypothesis_guessed := "" ]
xsection[ short == "742ef3fc8f", hypothesis_guessed := "" ]
xsection[ short == "1f8cff71d7", hypothesis_guessed := "" ]
xsection[ short == "ad9c9b9040", hypothesis_guessed := "" ]
xsection[ short == "cea9927c59", hypothesis_guessed := "" ]
xsection[ short == "df09cb4538", hypothesis_guessed := "" ]
xsection[ short == "99e3b135c8", hypothesis_guessed := "" ]
xsection[ short == "910d9ca63a", hypothesis_guessed := "" ]
xsection[ short == "e7e992c12b", hypothesis_guessed := "" ]
xsection[ short == "23e08d5150", hypothesis_guessed := "" ]
xsection[ short == "942fd09099", hypothesis_guessed := "" ]
xsection[ short == "2f401ccc7c", hypothesis_guessed := "" ]
xsection[ short == "63df0811f6", hypothesis_guessed := "" ]
xsection[ short == "8d46295b6e", hypothesis_guessed := "" ]
xsection[ short == "b24ef936be", hypothesis_guessed := "" ]
xsection[ short == "a7f647e8cb", hypothesis_guessed := "" ]
xsection[ short == "f5b82733fb", hypothesis_guessed := "" ]
xsection[ short == "aa5c29c4db", hypothesis_guessed := "" ]
xsection[ short == "897feb9564", hypothesis_guessed := "" ]
xsection[ short == "03cf5578bd", hypothesis_guessed := "" ]
xsection[ short == "34e3dfaf38", hypothesis_guessed := "" ]
xsection[ short == "258a5b9029", hypothesis_guessed := "" ]
xsection[ short == "9e7394a8ce", hypothesis_guessed := "" ]
xsection[ short == "c0a44a7da5", hypothesis_guessed := "" ]
xsection[ short == "8486317f22", hypothesis_guessed := "" ]
xsection[ short == "d6cce71fb6", hypothesis_guessed := "" ]
xsection[ short == "f67c42dab9", hypothesis_guessed := "" ]
xsection[ short == "7caf85a1eb", hypothesis_guessed := "" ]
xsection[ short == "c9eb12c2b6", hypothesis_guessed := "" ]
xsection[ short == "b554aec2b1", hypothesis_guessed := "" ]
xsection[ short == "dc15d44631", hypothesis_guessed := "" ]
xsection[ short == "20804b1327", hypothesis_guessed := "zyklus" ]
xsection[ short == "94a84368ce", hypothesis_guessed := "" ]
xsection[ short == "57c5087f95", hypothesis_guessed := "" ]
xsection[ short == "ea963653a1", hypothesis_guessed := "" ]
xsection[ short == "0815462c77", hypothesis_guessed := "" ]
xsection[ short == "df3fa2f601", hypothesis_guessed := "" ]
xsection[ short == "768be5419d", hypothesis_guessed := "" ]
xsection[ short == "c17df3e87a", hypothesis_guessed := "" ]
xsection[ short == "19e8cd093e", hypothesis_guessed := "" ]
xsection[ short == "8d51dfefa0", hypothesis_guessed := "" ]
xsection[ short == "3fe6cdbe1e", hypothesis_guessed := "" ]
xsection[ short == "470e0e5037", hypothesis_guessed := "" ]
xsection[ short == "719f885747", hypothesis_guessed := "" ]
xsection[ short == "6d3d494d9c", hypothesis_guessed := "" ]
xsection[ short == "c21f988273", hypothesis_guessed := "" ]
xsection[ short == "48e45a498f", hypothesis_guessed := "" ]
xsection[ short == "c729a3bdf3", hypothesis_guessed := "" ]
xsection[ short == "5803bcd6a2", hypothesis_guessed := "" ]
xsection[ short == "e9dfe8b9fa", hypothesis_guessed := "" ]
xsection[ short == "3e42652d76", hypothesis_guessed := "" ]
xsection[ short == "100249933a", hypothesis_guessed := "" ]
xsection[ short == "7d9c91f515", hypothesis_guessed := "" ]
xsection[ short == "95ce064457", hypothesis_guessed := "" ]
xsection[ short == "abe8a003bb", hypothesis_guessed := "" ]
xsection[ short == "0eb89ad851", hypothesis_guessed := "" ]
xsection[ short == "63d9ae1c8d", hypothesis_guessed := "" ]
xsection[ short == "a34640c141", hypothesis_guessed := "pille" ]
xsection[ short == "b33dc11492", hypothesis_guessed := "" ]
xsection[ short == "ae72052f5a", hypothesis_guessed := "" ]
xsection[ short == "e9159a3bff", hypothesis_guessed := "" ]
xsection[ short == "023f1ef6ac", hypothesis_guessed := "" ]
xsection[ short == "58fa886642", hypothesis_guessed := "" ]
xsection[ short == "cc48a48f24", hypothesis_guessed := "" ]
xsection[ short == "f0e3e3814c", hypothesis_guessed := "" ]
xsection[ short == "2d89985ad2", hypothesis_guessed := "" ]
xsection[ short == "90131fc94d", hypothesis_guessed := "" ]
xsection[ short == "393959f84d", hypothesis_guessed := "" ]
xsection[ short == "2e024ac121", hypothesis_guessed := "zyklus" ]
xsection[ short == "31b9cdb8c2", hypothesis_guessed := "" ]
xsection[ short == "f57c949bc6", hypothesis_guessed := "" ]
xsection[ short == "fec84c80ed", hypothesis_guessed := "" ]
xsection[ short == "932ed913af", hypothesis_guessed := "" ]
xsection[ short == "ae95c11557", hypothesis_guessed := "" ]
xsection[ short == "eb060e5336", hypothesis_guessed := "" ]
xsection[ short == "c45e627e15", hypothesis_guessed := "" ]
xsection[ short == "453499e409", hypothesis_guessed := "" ]
xsection[ short == "90089be9f5", hypothesis_guessed := "" ]
xsection[ short == "ae58ec2dbb", hypothesis_guessed := "" ]
xsection[ short == "9c13dee6fd", hypothesis_guessed := "" ]
xsection[ short == "582e1adeb9", hypothesis_guessed := "" ]
xsection[ short == "9ee25c852d", hypothesis_guessed := "" ]
xsection[ short == "690a569b23", hypothesis_guessed := "" ]
xsection[ short == "0b8734f4a6", hypothesis_guessed := "" ]
xsection[ short == "6aa4c44925", hypothesis_guessed := "" ]
xsection[ short == "b526819f16", hypothesis_guessed := "" ]
xsection[ short == "28b79f4b6b", hypothesis_guessed := "" ]
xsection[ short == "98740e20b9", hypothesis_guessed := "" ]
xsection[ short == "80bc472a44", hypothesis_guessed := "" ]
xsection[ short == "eb28d205a3", hypothesis_guessed := "" ]
xsection[ short == "b544f1cfa6", hypothesis_guessed := "" ]
xsection[ short == "e2b21db156", hypothesis_guessed := "" ]
xsection[ short == "38921238de", hypothesis_guessed := "" ]
xsection[ short == "bc5773179f", hypothesis_guessed := "" ]
xsection[ short == "0a616bcb8b", hypothesis_guessed := "" ]
xsection[ short == "05cc6c110f", hypothesis_guessed := "" ]
xsection[ short == "ad89045d3e", hypothesis_guessed := "" ]
xsection[ short == "12424f035f", hypothesis_guessed := "" ]
xsection[ short == "cd3bae7e4d", hypothesis_guessed := "" ]
xsection[ short == "82aadd4d54", hypothesis_guessed := "" ]
xsection[ short == "74180956ce", hypothesis_guessed := "" ]
xsection[ short == "c44f074f27", hypothesis_guessed := "" ]
xsection[ short == "d69bd5e5c7", hypothesis_guessed := "" ]
xsection[ short == "84303fa3d9", hypothesis_guessed := "" ]
xsection[ short == "f5983d5a38", hypothesis_guessed := "" ]
xsection[ short == "6387229fec", hypothesis_guessed := "" ]
xsection[ short == "a8e87b8625", hypothesis_guessed := "" ]
xsection[ short == "d6682585cf", hypothesis_guessed := "" ]
xsection[ short == "9521a5fc04", hypothesis_guessed := "" ]
xsection[ short == "5d88e189c5", hypothesis_guessed := "" ]
xsection[ short == "c086dd95fe", hypothesis_guessed := "" ]
xsection[ short == "08937722e0", hypothesis_guessed := "" ]
xsection[ short == "b270e1cfcf", hypothesis_guessed := "" ]
xsection[ short == "901a6883d2", hypothesis_guessed := "" ]
xsection[ short == "f4cd3dfd2f", hypothesis_guessed := "" ]
xsection[ short == "8946460c25", hypothesis_guessed := "" ]
xsection[ short == "b62fbfb07e", hypothesis_guessed := "" ]
xsection[ short == "8e63797127", hypothesis_guessed := "" ]
xsection[ short == "52c0e1e50b", hypothesis_guessed := "" ]
xsection[ short == "7fd7916603", hypothesis_guessed := "" ]
xsection[ short == "452d2bdfa1", hypothesis_guessed := "" ]
xsection[ short == "75ccee8d17", hypothesis_guessed := "" ]
xsection[ short == "c5981e2351", hypothesis_guessed := "" ]
xsection[ short == "aefa543164", hypothesis_guessed := "" ]
xsection[ short == "5c53f68442", hypothesis_guessed := "" ]
xsection[ short == "87e886967a", hypothesis_guessed := "" ]
xsection[ short == "6c626a50be", hypothesis_guessed := "" ]
xsection[ short == "70337246f2", hypothesis_guessed := "" ]
xsection[ short == "bf2f915bb3", hypothesis_guessed := "" ]
xsection[ short == "3dc0a45a14", hypothesis_guessed := "" ]
xsection[ short == "2f65164f23", hypothesis_guessed := "" ]
xsection[ short == "7582000c79", hypothesis_guessed := "" ]
xsection[ short == "01f0227990", hypothesis_guessed := "" ]
xsection[ short == "0907998489", hypothesis_guessed := "" ]
xsection[ short == "46aacd0680", hypothesis_guessed := "" ]
xsection[ short == "21424e80c7", hypothesis_guessed := "" ]
xsection[ short == "b8905fe532", hypothesis_guessed := "" ]
xsection[ short == "327dbf66ce", hypothesis_guessed := "" ]
xsection[ short == "4b1d503bfb", hypothesis_guessed := "" ]
xsection[ short == "512bb9b013", hypothesis_guessed := "" ]
xsection[ short == "9ddeebb1b9", hypothesis_guessed := "" ]
xsection[ short == "c2ea9ba138", hypothesis_guessed := "" ]
xsection[ short == "3cee8848fb", hypothesis_guessed := "" ]
xsection[ short == "5b1a3ce2a5", hypothesis_guessed := "zyklus" ]
xsection[ short == "42726af187", hypothesis_guessed := "" ]
xsection[ short == "555c83d081", hypothesis_guessed := "" ]
xsection[ short == "42a51ece43", hypothesis_guessed := "" ]
xsection[ short == "df32b62d17", hypothesis_guessed := "" ]
xsection[ short == "85fd3a1813", hypothesis_guessed := "" ]
xsection[ short == "196c17fcda", hypothesis_guessed := "" ]
xsection[ short == "bc96d50254", hypothesis_guessed := "" ]
xsection[ short == "3f776540f0", hypothesis_guessed := "zyklus, pille" ]
xsection[ short == "daf776aeb5", hypothesis_guessed := "zyklus" ]
xsection[ short == "02539de896", hypothesis_guessed := "" ]
xsection[ short == "05033e888d", hypothesis_guessed := "" ]
xsection[ short == "0a2c53e29f", hypothesis_guessed := "" ]
xsection[ short == "2078f87efa", hypothesis_guessed := "" ]
xsection[ short == "32cab9e923", hypothesis_guessed := "" ]
xsection[ short == "5b92bf3779", hypothesis_guessed := "" ]
xsection[ short == "7158408e37", hypothesis_guessed := "" ]
xsection[ short == "8f4f6b6442", hypothesis_guessed := "" ]
xsection[ short == "98016254d4", hypothesis_guessed := "" ]
xsection[ short == "cd0351ef4a", hypothesis_guessed := "" ]
xsection[ short == "d7a118a86a", hypothesis_guessed := "" ]
xsection[ short == "eaca396225", hypothesis_guessed := "" ]
xsection[ short == "ff0fa19bd9", hypothesis_guessed := "" ]
xsection[ short == "2103c78acb", hypothesis_guessed := "" ]
xsection[ short == "d600c6e3b8", hypothesis_guessed := "" ]
xsection[ short == "6b0dbbb71b", hypothesis_guessed := "" ]
xsection[ short == "8f892266fb", hypothesis_guessed := "" ]
xsection[ short == "b2b79b104b", hypothesis_guessed := "" ]
xsection[ short == "b346650b0c", hypothesis_guessed := "" ]
xsection[ short == "f5542c8c2f", hypothesis_guessed := "" ]
xsection[ short == "fc9cbca3b3", hypothesis_guessed := "" ]
#Weitere Kodierungen von Laura (12.05.2015):
xsection[ short == "016b21f02d", hypothesis_guessed := "" ]
xsection[ short == "ffe2877aab", hypothesis_guessed := "" ]
xsection[ short == "fa8e1fd4ab", hypothesis_guessed := "" ]
xsection[ short == "f8fbb1fe55", hypothesis_guessed := "zyklus" ]
xsection[ short == "f89d76dc03", hypothesis_guessed := "" ]
xsection[ short == "f080731320", hypothesis_guessed := "" ]
xsection[ short == "f037869cdb", hypothesis_guessed := "" ]
xsection[ short == "edb19a9192", hypothesis_guessed := "" ]
xsection[ short == "ec3bcb7064", hypothesis_guessed := "" ]
xsection[ short == "ea6bd8a246", hypothesis_guessed := "zyklus" ]
xsection[ short == "e7ca4b128d", hypothesis_guessed := "" ]
xsection[ short == "e68978de78", hypothesis_guessed := "" ]
xsection[ short == "e5be3120fa", hypothesis_guessed := "zyklus" ]
xsection[ short == "e38438818f", hypothesis_guessed := "" ]
xsection[ short == "e0ae7547cd", hypothesis_guessed := "" ]
xsection[ short == "df3c5400cf", hypothesis_guessed := "" ]
xsection[ short == "d5b5462be5", hypothesis_guessed := "" ]
xsection[ short == "ca9987aa7e", hypothesis_guessed := "zyklus" ]
xsection[ short == "c8e5b1bb2a", hypothesis_guessed := "" ]
xsection[ short == "c7d8266967", hypothesis_guessed := "" ]
xsection[ short == "c7cc8e9179", hypothesis_guessed := "" ]
xsection[ short == "c7002a6061", hypothesis_guessed := "" ]
xsection[ short == "372209367e", hypothesis_guessed := "" ]
xsection[ short == "36ea7e6950", hypothesis_guessed := "" ]
xsection[ short == "339b91c8e9", hypothesis_guessed := "" ]
xsection[ short == "30b5e0684a", hypothesis_guessed := "" ]
xsection[ short == "29220ba555", hypothesis_guessed := "" ]
xsection[ short == "2629507257", hypothesis_guessed := "zyklus" ]
xsection[ short == "2433cc44b9", hypothesis_guessed := "" ]
xsection[ short == "23e07da87c", hypothesis_guessed := "" ]
xsection[ short == "1fd70a942b", hypothesis_guessed := "" ]
xsection[ short == "1e7809c3ff", hypothesis_guessed := "" ]
xsection[ short == "1be261786b", hypothesis_guessed := "" ]
xsection[ short == "16884a03a0", hypothesis_guessed := "" ]
xsection[ short == "1642233f9a", hypothesis_guessed := "" ]
xsection[ short == "0aa79cb247", hypothesis_guessed := "" ]
xsection[ short == "07958bd3a3", hypothesis_guessed := "" ]
xsection[ short == "016b21f02d", hypothesis_guessed := "" ]
xsection[ short == "c33d554719", hypothesis_guessed := "" ]
xsection[ short == "c43db6a7f3", hypothesis_guessed := "" ]
xsection[ short == "c4a69cfdd2", hypothesis_guessed := "" ]
xsection[ short == "c78e191ab8", hypothesis_guessed := "" ]
xsection[ short == "c8c1bab681", hypothesis_guessed := "zyklus" ]
xsection[ short == "ccec904e73", hypothesis_guessed := "" ]
xsection[ short == "cd2d96883b", hypothesis_guessed := "zyklus" ]
xsection[ short == "ce898dee12", hypothesis_guessed := "zyklus" ]
xsection[ short == "ce8e40de7c", hypothesis_guessed := "zyklus" ]
xsection[ short == "d278dadb38", hypothesis_guessed := "" ]
xsection[ short == "dd7e68b004", hypothesis_guessed := "hormones" ]
xsection[ short == "ee429eb56c", hypothesis_guessed := "hormones" ]
xsection[ short == "f64039d090", hypothesis_guessed := "hormones" ]
xsection[ short == "f7cba09218", hypothesis_guessed := "" ]
xsection[ short == "a5df9fb4a6", hypothesis_guessed := "" ]
xsection[ short == "a7d84388f4", hypothesis_guessed := "" ]
xsection[ short == "a80dd12d1c", hypothesis_guessed := "" ]
xsection[ short == "aa6e507b4a", hypothesis_guessed := "zyklus" ]
xsection[ short == "b03ce0a6c1", hypothesis_guessed := "" ]
xsection[ short == "b4235d3dec", hypothesis_guessed := "zyklus" ]
xsection[ short == "b438d1b8d3", hypothesis_guessed := "" ]
xsection[ short == "b96d63f82a", hypothesis_guessed := "" ]
xsection[ short == "b9c5ba5f45", hypothesis_guessed := "" ]
xsection[ short == "bb55d539b6", hypothesis_guessed := "" ]
xsection[ short == "bbd0ab2a7c", hypothesis_guessed := "" ]
xsection[ short == "bd0a14ae7c", hypothesis_guessed := "" ]
xsection[ short == "bfbd787872", hypothesis_guessed := "" ]
xsection[ short == "8c6bdbb1ad", hypothesis_guessed := "" ]
xsection[ short == "8dd1e1df18", hypothesis_guessed := "" ]
xsection[ short == "8ff7ba488f", hypothesis_guessed := "" ]
xsection[ short == "90f7b0d155", hypothesis_guessed := "zyklus" ]
xsection[ short == "933a0738fb", hypothesis_guessed := "" ]
xsection[ short == "94b1eeac56", hypothesis_guessed := "" ]
xsection[ short == "96beeed073", hypothesis_guessed := "zyklus" ]
xsection[ short == "9700064ee1", hypothesis_guessed := "" ]
xsection[ short == "974be45de9", hypothesis_guessed := "" ]
xsection[ short == "9b49e26d03", hypothesis_guessed := "" ]
xsection[ short == "a0e3e25747", hypothesis_guessed := "" ]
xsection[ short == "a1ec8fa016", hypothesis_guessed := "" ]
xsection[ short == "a3c41a797b", hypothesis_guessed := "" ]
xsection[ short == "af7a926157", hypothesis_guessed := "" ]
xsection[ short == "7d57498d7c", hypothesis_guessed := "" ]
xsection[ short == "7d9813e530", hypothesis_guessed := "" ]
xsection[ short == "7e6a0e3560", hypothesis_guessed := "" ]
xsection[ short == "7e6af239b5", hypothesis_guessed := "" ]
xsection[ short == "7f30718a87", hypothesis_guessed := "" ]
xsection[ short == "7f58be6305", hypothesis_guessed := "" ]
xsection[ short == "80e84bd511", hypothesis_guessed := "" ]
xsection[ short == "82c07d327c", hypothesis_guessed := "" ]
xsection[ short == "8346102b19", hypothesis_guessed := "" ]
xsection[ short == "85f6ed2be2", hypothesis_guessed := "zyklus" ]
xsection[ short == "8694034d6e", hypothesis_guessed := "" ]
xsection[ short == "8bb8bdea8e", hypothesis_guessed := "" ]
xsection[ short == "8bbd65530f", hypothesis_guessed := "" ]
xsection[ short == "8c118bfaaa", hypothesis_guessed := "" ]
xsection[ short == "62ad56f438", hypothesis_guessed := "" ]
xsection[ short == "62f9888d39", hypothesis_guessed := "" ]
xsection[ short == "698a496071", hypothesis_guessed := "" ]
xsection[ short == "6a2b85aade", hypothesis_guessed := "" ]
xsection[ short == "6b3264f6f7", hypothesis_guessed := "" ]
xsection[ short == "6c08680fc7", hypothesis_guessed := "" ]
xsection[ short == "6c9e8db5f5", hypothesis_guessed := "zyklus" ]
xsection[ short == "71cde9c24a", hypothesis_guessed := "" ]
xsection[ short == "7250a0eaef", hypothesis_guessed := "" ]
xsection[ short == "7347274f15", hypothesis_guessed := "zyklus" ]
xsection[ short == "761f49975d", hypothesis_guessed := "zyklus" ]
xsection[ short == "78308b0462", hypothesis_guessed := "" ]
xsection[ short == "79ffad4690", hypothesis_guessed := "" ]
xsection[ short == "7ba9d146ee", hypothesis_guessed := "" ]
xsection[ short == "495eb8a1a4", hypothesis_guessed := "" ]
xsection[ short == "4e49fb555e", hypothesis_guessed := "" ]
xsection[ short == "4ff27e7894", hypothesis_guessed := "" ]
xsection[ short == "52d2920018", hypothesis_guessed := "" ]
xsection[ short == "57e9a4653d", hypothesis_guessed := "" ]
xsection[ short == "585d957869", hypothesis_guessed := "" ]
xsection[ short == "59b7aacb65", hypothesis_guessed := "" ]
xsection[ short == "5ae3516355", hypothesis_guessed := "" ]
xsection[ short == "5b52495100", hypothesis_guessed := "hormones" ]
xsection[ short == "5b947ae89f", hypothesis_guessed := "" ]
xsection[ short == "5bf0258d2e", hypothesis_guessed := "" ]
xsection[ short == "5e834dcb1b", hypothesis_guessed := "zyklus" ]
xsection[ short == "5ee0ef1c0d", hypothesis_guessed := "" ]
xsection[ short == "62ab3b40ac", hypothesis_guessed := "" ]
xsection[ short == "038daf9412", hypothesis_guessed := "zyklus" ]
xsection[ short == "1100a0c1b8", hypothesis_guessed := "zyklus" ]
xsection[ short == "2a7563b0e2", hypothesis_guessed := "" ]
xsection[ short == "2f5c3a7f8d", hypothesis_guessed := "hormones" ]
xsection[ short == "37226a6cf2", hypothesis_guessed := "" ]
xsection[ short == "385d08eaa9", hypothesis_guessed := "zyklus" ]
xsection[ short == "3afca832d6", hypothesis_guessed := "zyklus" ]
xsection[ short == "3b989930b5", hypothesis_guessed := "" ]
xsection[ short == "3e5128a514", hypothesis_guessed := "" ]
xsection[ short == "4587224153", hypothesis_guessed := "" ]
xsection[ short == "46ebc8885a", hypothesis_guessed := "" ]
xsection[ short == "4899378885", hypothesis_guessed := "" ]
xsection[ short == "48ba97715e", hypothesis_guessed := "" ]
xsection[ short == "c0bb1efc7c", hypothesis_guessed := "" ]
xsection[ short == "2460707240", hypothesis_guessed := "" ]
xsection[ short == "41a214d646", hypothesis_guessed := "zyklus" ]
xsection[ short == "5b5892bd42", hypothesis_guessed := "" ]
xsection[ short == "7bf4ee841c", hypothesis_guessed := "" ]
xsection[ short == "8490b693cd", hypothesis_guessed := "zyklus" ]
xsection[ short == "266759ceac", hypothesis_guessed := "" ]
xsection[ short == "4230b1e4b9", hypothesis_guessed := "" ]
xsection[ short == "88f484ab02", hypothesis_guessed := "" ]
xsection[ short == "8b46361090", hypothesis_guessed := "zyklus" ]
xsection[ short == "8b6988119b", hypothesis_guessed := "" ]
xsection[ short == "e811afaaf5", hypothesis_guessed := "" ]
xsection[ short == "08100198e5", hypothesis_guessed := "" ]
xsection[ short == "2b77126cdf", hypothesis_guessed := "" ]
xsection[ short == "4b831ccd26", hypothesis_guessed := "" ]
xsection[ short == "679f9f427d", hypothesis_guessed := "" ]
xsection[ short == "86fb131347", hypothesis_guessed := "" ]
xsection[ short == "9c36978700", hypothesis_guessed := "zyklus" ]
xsection[ short == "ab247aac0e", hypothesis_guessed := "" ]
xsection[ short == "cbe6931db2", hypothesis_guessed := "" ]
xsection[ short == "df9f46844a", hypothesis_guessed := "" ]
xsection[ short == "e98b2d9feb", hypothesis_guessed := "" ]
xsection[ short == "edd8560a9c", hypothesis_guessed := "" ]
xsection[ short == "n1pbqggsCW", hypothesis_guessed := "" ]
xsection[ short == "1c8aaf32ab", hypothesis_guessed := "" ]
xsection[ short == "412e04ad03", hypothesis_guessed := "" ]
xsection[ short == "9f95eb7af7", hypothesis_guessed := "zyklus" ]
xsection[ short == "Q0-FN91tkB", hypothesis_guessed := "zyklus" ]
xsection[ short == "jlDTAYbPji", hypothesis_guessed := "" ]
xsection[ short == "F_ltXLLl8H", hypothesis_guessed := "" ]
xsection[ short == "085635cb57", hypothesis_guessed := "zyklus" ]
xsection[ short == "59858e60ea", hypothesis_guessed := "hormones" ]
xsection[ short == "1d127ea9f0", hypothesis_guessed := "zyklus" ]
xsection[ short == "ac24597894", hypothesis_guessed := "" ]
xsection[ short == "b5ada85e09", hypothesis_guessed := "" ]
xsection[ short == "99bbc3846c", hypothesis_guessed := "" ]
xsection[ short == "e2f7046075", hypothesis_guessed := "" ]
xsection[ short == "ff6f9d2943", hypothesis_guessed := "" ]
xsection[ short == "524434fcd0", hypothesis_guessed := "" ]
xsection[ short == "86e8d19764", hypothesis_guessed := "" ]
xsection[ short == "0ba321ca04", hypothesis_guessed := "" ]
xsection[ short == "51385268f0", hypothesis_guessed := "" ]
xsection[ short == "667e0b755a", hypothesis_guessed := "" ]
xsection[ short == "ae9c69937a", hypothesis_guessed := "zyklus" ]
xsection[ short == "b99aafa45a", hypothesis_guessed := "" ]
xsection[ short == "dz_hzRfdL_", hypothesis_guessed := "" ]
# stand: 21.07.2015.
# we were asked to delete the last six diary days for this person (faked data after a break up)
remove = tail(tagebuch[str_sub(session,1,10) == "73a5c0c50d", session_id], 6)
tagebuch = tagebuch[! session_id %in% remove, ]
cat(xsection[ ! is.na(meaning_study) & is.na(hypothesis_guessed), str_c( str_sub(session, 1, 10),"\n", meaning_study,"\n\n") ]) # zeigt alle die was geschrieben haben, aber nur die bei denen wir die Hypothese noch nicht kodiert haben</code></pre>
<pre class="r"><code>xsection[is.na(hypothesis_guessed),]$hypothesis_guessed = ""</code></pre>
</div>
<div id="process-data" class="section level2 tab-content">
<h2>Process data</h2>
<div id="response-time" class="section level3">
<h3>Response time</h3>
<pre class="r"><code>tagebuch$dodgy_data = FALSE
tagebuch$time_of_response = hour(tagebuch$created) + minute(tagebuch$created)/60 + second(tagebuch$created) / 60/60
qplot(tagebuch$time_of_response)</code></pre>
<p><img src="1_wrangle_data_files/figure-html/unnamed-chunk-7-1.png" width="672" /></p>
<pre class="r"><code>table(tagebuch$time_of_response < 15 & tagebuch$time_of_response > 1)</code></pre>
<pre><code>##
## FALSE TRUE
## 30705 219</code></pre>
<pre class="r"><code>tagebuch$dodgy_data = if_else(tagebuch$time_of_response < 15 & tagebuch$time_of_response > 1, T, tagebuch$dodgy_data, F)
tagebuch$time_of_response[which(tagebuch$time_of_response < 15 & tagebuch$time_of_response > 1)] = 1 # access time abberrations
tagebuch$time_of_response[which(tagebuch$time_of_response < 15)] =
tagebuch$time_of_response[which(tagebuch$time_of_response < 15)] + 24
qplot(tagebuch$time_of_response, binwidth = 5/60)</code></pre>
<p><img src="1_wrangle_data_files/figure-html/unnamed-chunk-7-2.png" width="672" /></p>
<pre class="r"><code>tagebuch$time_for_response = as.numeric(tagebuch$ended - tagebuch$created, units = "mins")
table(tagebuch$time_for_response > 60*24)</code></pre>
<pre><code>##
## FALSE TRUE
## 30548 376</code></pre>
<pre class="r"><code>tagebuch$dodgy_data = if_else(tagebuch$time_for_response > 60*24, T, tagebuch$dodgy_data)
table(tagebuch$time_for_response < 1)</code></pre>
<pre><code>##
## FALSE TRUE
## 30894 30</code></pre>
<pre class="r"><code>tagebuch$dodgy_data = if_else(tagebuch$time_for_response < 1, T, tagebuch$dodgy_data)
table(tagebuch$time_for_response > 60*24)</code></pre>
<pre><code>##
## FALSE TRUE
## 30548 376</code></pre>
<pre class="r"><code>table(tagebuch$time_for_response > 60*7)</code></pre>
<pre><code>##
## FALSE TRUE
## 29736 1188</code></pre>
<pre class="r"><code>tagebuch$time_for_response[tagebuch$time_for_response > 60 * 7] = NA
qplot(tagebuch$time_for_response) + scale_x_log10()</code></pre>
<p><img src="1_wrangle_data_files/figure-html/unnamed-chunk-7-3.png" width="672" /></p>
<pre class="r"><code>qplot(tagebuch$time_for_response) + xlim(0,10)</code></pre>
<p><img src="1_wrangle_data_files/figure-html/unnamed-chunk-7-4.png" width="672" /></p>
<pre class="r"><code>table(tagebuch$time_for_response < 1)</code></pre>
<pre><code>##
## FALSE TRUE
## 29706 30</code></pre>
<pre class="r"><code>sd(tagebuch$time_for_response[tagebuch$time_for_response<20], na.rm = T)</code></pre>
<pre><code>## [1] 2.695</code></pre>
<pre class="r"><code>mean(tagebuch$time_for_response[tagebuch$time_for_response<20], na.rm = T)</code></pre>
<pre><code>## [1] 4.306</code></pre>
<pre class="r"><code>tagebuch$time_for_response[tagebuch$time_for_response>100] = NA
tagebuch = tagebuch %>% group_by(session) %>% arrange(session,created, ended) %>%
mutate(time_since_last_response = as.numeric(created - lag(ended) , units = "hours"))
qplot(tagebuch$time_since_last_response) + scale_x_log10()</code></pre>
<p><img src="1_wrangle_data_files/figure-html/unnamed-chunk-7-5.png" width="672" /></p>
<pre class="r"><code>table(round(tagebuch$time_since_last_response)) %>% head(24)</code></pre>
<pre><code>##
## -121 -18 -15 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
## 1 1 1 73 8 8 28 23 36 40 44 65 68 52 34 39 39 25 34 28 117 419
## 19 20
## 830 1047</code></pre>