diff --git a/package.json b/package.json
index 4c06fd8..ed90a15 100644
--- a/package.json
+++ b/package.json
@@ -21,7 +21,7 @@
   "dependencies": {
     "jupyter-tablewidgets": "^0.3.0",
     "vega": "5.25.0",
-    "vega-lite": "4.17.0",
+    "vega-lite": "5.16.3",
     "vega-embed": "^6.21.3",
     "@jupyter-widgets/base": "6.0.6",
     "@types/webpack-env": "*"
diff --git a/yarn.lock b/yarn.lock
index ce3d109..4442ce2 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -317,11 +317,6 @@
     "@types/jquery" "*"
     "@types/underscore" "*"
 
-"@types/clone@~2.1.0":
-  version "2.1.1"
-  resolved "https://registry.yarnpkg.com/@types/clone/-/clone-2.1.1.tgz#9b880d0ce9b1f209b5e0bd6d9caa38209db34024"
-  integrity sha512-BZIU34bSYye0j/BFcPraiDZ5ka6MJADjcDVELGf7glr9K+iE8NYVjFslJFVWzskSxkLLyCrSPScE82/UUoBSvg==
-
 "@types/eslint-scope@^3.7.3":
   version "3.7.4"
   resolved "https://registry.yarnpkg.com/@types/eslint-scope/-/eslint-scope-3.7.4.tgz#37fc1223f0786c39627068a12e94d6e6fc61de16"
@@ -343,13 +338,6 @@
   resolved "https://registry.yarnpkg.com/@types/estree/-/estree-1.0.0.tgz#5fb2e536c1ae9bf35366eed879e827fa59ca41c2"
   integrity sha512-WulqXMDUTYAXCjZnk6JtIHPigp55cVtDgDrO2gHRwhyJto21+1zbVCtOYB2L1F9w4qCQ0rOGWBnBe0FNTiEJIQ==
 
-"@types/fast-json-stable-stringify@^2.0.0":
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/@types/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz#c4d9c003d546b7ca9496ea924e9e9faca72873b4"
-  integrity sha512-IyNhGHu71jH1jCXTHmafuoAAdsbBON3kDh7u/UUhLmjYgN5TYB54e1R8ckTCiIevl2UuZaCsi9XRxineY5yUjw==
-  dependencies:
-    fast-json-stable-stringify "*"
-
 "@types/geojson@^7946.0.10":
   version "7946.0.10"
   resolved "https://registry.yarnpkg.com/@types/geojson/-/geojson-7946.0.10.tgz#6dfbf5ea17142f7f9a043809f1cd4c448cb68249"
@@ -667,11 +655,6 @@ archiver@^5.3.1:
     tar-stream "^2.2.0"
     zip-stream "^4.1.0"
 
-array-flat-polyfill@^1.0.1:
-  version "1.0.1"
-  resolved "https://registry.yarnpkg.com/array-flat-polyfill/-/array-flat-polyfill-1.0.1.tgz#1e3a4255be619dfbffbfd1d635c1cf357cd034e7"
-  integrity sha512-hfJmKupmQN0lwi0xG6FQ5U8Rd97RnIERplymOv/qpq8AoNKPPAnxJadjFA23FNWm88wykh9HmpLJUUwUtNU/iw==
-
 array-union@^2.1.0:
   version "2.1.0"
   resolved "https://registry.yarnpkg.com/array-union/-/array-union-2.1.0.tgz#b798420adbeb1de828d84acd8a2e23d3efe85e8d"
@@ -803,13 +786,13 @@ cliui@^2.1.0:
     right-align "^0.1.1"
     wordwrap "0.0.2"
 
-cliui@^7.0.0:
-  version "7.0.4"
-  resolved "https://registry.yarnpkg.com/cliui/-/cliui-7.0.4.tgz#a0265ee655476fc807aea9df3df8df7783808b4f"
-  integrity sha512-OcRE68cOsVMXp1Yvonl/fzkQOyjLSu/8bhPDfQt0e0/Eb283TKP20Fs2MqoPsr9SwA595rRCA+QMzYc9nBP+JQ==
+cliui@^8.0.1:
+  version "8.0.1"
+  resolved "https://registry.yarnpkg.com/cliui/-/cliui-8.0.1.tgz#0c04b075db02cbfe60dc8e6cf2f5486b1a3608aa"
+  integrity sha512-BSeNnyus75C4//NQ9gQt1/csTXyo/8Sb+afLAkzAptFuMsod9HFokGNudZpi/oQV73hnVK+sR+5PVRMd+Dr7YQ==
   dependencies:
     string-width "^4.2.0"
-    strip-ansi "^6.0.0"
+    strip-ansi "^6.0.1"
     wrap-ansi "^7.0.0"
 
 clone-deep@^4.0.1:
@@ -821,11 +804,6 @@ clone-deep@^4.0.1:
     kind-of "^6.0.2"
     shallow-clone "^3.0.0"
 
-clone@~2.1.2:
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/clone/-/clone-2.1.2.tgz#1b7f4b9f591f1e8f83670401600345a02887435f"
-  integrity sha512-3Pe/CF1Nn94hyhIYpjtiLhdCoEoz0DqQ+988E9gmeEdQZlojxnOb74wctFyuwWQHzqyf9X7C7MG8juUpqBJT8w==
-
 color-convert@^2.0.1:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
@@ -1163,7 +1141,7 @@ es-module-lexer@^1.2.1:
   resolved "https://registry.yarnpkg.com/es-module-lexer/-/es-module-lexer-1.3.0.tgz#6be9c9e0b4543a60cd166ff6f8b4e9dae0b0c16f"
   integrity sha512-vZK7T0N2CBmBOixhmjdqx2gWVbFZ4DXZ/NyRMZVlJXPa7CyFS+/a4QQsDGDQy9ZfEzxFuNEsMLeQJnKP2p5/JA==
 
-escalade@^3.0.2, escalade@^3.1.1:
+escalade@^3.1.1:
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/escalade/-/escalade-3.1.1.tgz#d8cfdc7000965c5a0174b4a82eaa5c0552742e40"
   integrity sha512-k0er2gUkLf8O0zKJiAhmkTnJlTvINGv7ygDNPbeIsX/TJjGJZHuh9B2UxbsaEkmlEo9MfhrSzmhIlhRlI2GXnw==
@@ -1257,7 +1235,7 @@ falafel@^2.1.0:
     acorn "^7.1.1"
     isarray "^2.0.1"
 
-fast-deep-equal@^3.1.1, fast-deep-equal@^3.1.3, fast-deep-equal@~3.1.3:
+fast-deep-equal@^3.1.1, fast-deep-equal@^3.1.3:
   version "3.1.3"
   resolved "https://registry.yarnpkg.com/fast-deep-equal/-/fast-deep-equal-3.1.3.tgz#3a7d56b559d6cbc3eb512325244e619a65c6c525"
   integrity sha512-f3qQ9oQy9j2AhBe/H9VC91wLmKBCCU/gDOnKNAYG5hswO7BLKj09Hc5HYNz9cGI++xlpDCIgDaitVs03ATR84Q==
@@ -1278,7 +1256,7 @@ fast-json-patch@^3.1.1:
   resolved "https://registry.yarnpkg.com/fast-json-patch/-/fast-json-patch-3.1.1.tgz#85064ea1b1ebf97a3f7ad01e23f9337e72c66947"
   integrity sha512-vf6IHUX2SBcA+5/+4883dsIjpBTqmfBjmYiWK1savxQmFk4JfBMLa7ynTYOs1Rolp/T1betJxHiGD3g1Mn8lUQ==
 
-fast-json-stable-stringify@*, fast-json-stable-stringify@^2.0.0, fast-json-stable-stringify@~2.1.0:
+fast-json-stable-stringify@^2.0.0:
   version "2.1.0"
   resolved "https://registry.yarnpkg.com/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz#874bf69c6f404c2b5d99c481341399fd55892633"
   integrity sha512-lhd/wF+Lk98HZoTCtlVraHtfh5XYijIjalXck7saUtuanSDyLMxnHhSXEDJqHxD7msR8D0uCmqlkwjCV8xvwHw==
@@ -1590,16 +1568,11 @@ json-schema-traverse@^1.0.0:
   resolved "https://registry.yarnpkg.com/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz#ae7bcb3656ab77a73ba5c49bf654f38e6b6860e2"
   integrity sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==
 
-json-stringify-pretty-compact@^3.0.0:
+json-stringify-pretty-compact@^3.0.0, json-stringify-pretty-compact@~3.0.0:
   version "3.0.0"
   resolved "https://registry.yarnpkg.com/json-stringify-pretty-compact/-/json-stringify-pretty-compact-3.0.0.tgz#f71ef9d82ef16483a407869556588e91b681d9ab"
   integrity sha512-Rc2suX5meI0S3bfdZuA7JMFBGkJ875ApfVyq2WHELjBiiG22My/l7/8zPpH/CfFVQHuVLd8NLR0nv6vi0BYYKA==
 
-json-stringify-pretty-compact@~2.0.0:
-  version "2.0.0"
-  resolved "https://registry.yarnpkg.com/json-stringify-pretty-compact/-/json-stringify-pretty-compact-2.0.0.tgz#e77c419f52ff00c45a31f07f4c820c2433143885"
-  integrity sha512-WRitRfs6BGq4q8gTgOy4ek7iPFXjbra0H3PmDLKm2xnZ+Gh1HUhiKGgCZkSPNULlP7mvfu6FV/mOLhCarspADQ==
-
 json5@^2.2.3:
   version "2.2.3"
   resolved "https://registry.yarnpkg.com/json5/-/json5-2.2.3.tgz#78cd6f1a19bdc12b73db5ad0c61efd66c1e29283"
@@ -2221,7 +2194,7 @@ static-module@^1.0.0:
     static-eval "~0.2.0"
     through2 "~0.4.1"
 
-string-width@^4.1.0, string-width@^4.2.0:
+string-width@^4.1.0, string-width@^4.2.0, string-width@^4.2.3:
   version "4.2.3"
   resolved "https://registry.yarnpkg.com/string-width/-/string-width-4.2.3.tgz#269c7117d27b05ad2e536830a8ec895ef9c6d010"
   integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==
@@ -2350,15 +2323,10 @@ ts-loader@^9.4.2:
     semver "^7.3.4"
     source-map "^0.7.4"
 
-tslib@^2.6.1:
-  version "2.6.1"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.1.tgz#fd8c9a0ff42590b25703c0acb3de3d3f4ede0410"
-  integrity sha512-t0hLfiEKfMUoqhG+U1oid7Pva4bbDPHYfJNiB7BiIjRkj1pyC++4N3huJfqY6aRH6VTB0rvtzQwjM4K6qpfOig==
-
-tslib@~2.0.3:
-  version "2.0.3"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.0.3.tgz#8e0741ac45fc0c226e58a17bfc3e64b9bc6ca61c"
-  integrity sha512-uZtkfKblCEQtZKBF6EBXVZeQNl82yqtDQdv+eck8u7tdPxjLu2/lp5/uPW+um2tpuxINHWy3GhiccY7QgEaVHQ==
+tslib@^2.6.1, tslib@~2.6.2:
+  version "2.6.2"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.2.tgz#703ac29425e7b37cd6fd456e92404d46d1f3e4ae"
+  integrity sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q==
 
 typedarray@^0.0.6:
   version "0.0.6"
@@ -2512,11 +2480,6 @@ vega-event-selector@^3.0.1, vega-event-selector@~3.0.1:
   resolved "https://registry.yarnpkg.com/vega-event-selector/-/vega-event-selector-3.0.1.tgz#b99e92147b338158f8079d81b28b2e7199c2e259"
   integrity sha512-K5zd7s5tjr1LiOOkjGpcVls8GsH/f2CWCrWcpKy74gTCp+llCdwz0Enqo013ZlGaRNjfgD/o1caJRt3GSaec4A==
 
-vega-event-selector@~2.0.6:
-  version "2.0.6"
-  resolved "https://registry.yarnpkg.com/vega-event-selector/-/vega-event-selector-2.0.6.tgz#6beb00e066b78371dde1a0f40cb5e0bbaecfd8bc"
-  integrity sha512-UwCu50Sqd8kNZ1X/XgiAY+QAyQUmGFAwyDu7y0T5fs6/TPQnDo/Bo346NgSgINBEhEKOAMY1Nd/rPOk4UEm/ew==
-
 vega-expression@^5.0.1, vega-expression@^5.1.0, vega-expression@~5.1.0:
   version "5.1.0"
   resolved "https://registry.yarnpkg.com/vega-expression/-/vega-expression-5.1.0.tgz#4ec0e66b56a2faba88361eb717011303bbb1ff61"
@@ -2525,13 +2488,6 @@ vega-expression@^5.0.1, vega-expression@^5.1.0, vega-expression@~5.1.0:
     "@types/estree" "^1.0.0"
     vega-util "^1.17.1"
 
-vega-expression@~3.0.0:
-  version "3.0.1"
-  resolved "https://registry.yarnpkg.com/vega-expression/-/vega-expression-3.0.1.tgz#bbccd8f59371a537eab16f3d9eff5cbeaa27532d"
-  integrity sha512-+UwOFEkBnAWo8Zud6i8O4Pd2W6QqmPUOaAhjNtj0OxRL+d+Duoy7M4edUDZ+YuoUcMnjjBFfDQu7oRAA1fIMEQ==
-  dependencies:
-    vega-util "^1.15.2"
-
 vega-force@~4.2.0:
   version "4.2.0"
   resolved "https://registry.yarnpkg.com/vega-force/-/vega-force-4.2.0.tgz#5374d0dbac674c92620a9801e12b650b0966336a"
@@ -2607,23 +2563,17 @@ vega-label@~1.2.1:
     vega-scenegraph "^4.9.2"
     vega-util "^1.15.2"
 
-vega-lite@4.17.0:
-  version "4.17.0"
-  resolved "https://registry.yarnpkg.com/vega-lite/-/vega-lite-4.17.0.tgz#01ad4535e92f28c3852c1071711de272ddfb4631"
-  integrity sha512-MO2XsaVZqx6iWWmVA5vwYFamvhRUsKfVp7n0pNlkZ2/21cuxelSl92EePZ2YGmzL6z4/3K7r/45zaG8p+qNHeg==
-  dependencies:
-    "@types/clone" "~2.1.0"
-    "@types/fast-json-stable-stringify" "^2.0.0"
-    array-flat-polyfill "^1.0.1"
-    clone "~2.1.2"
-    fast-deep-equal "~3.1.3"
-    fast-json-stable-stringify "~2.1.0"
-    json-stringify-pretty-compact "~2.0.0"
-    tslib "~2.0.3"
-    vega-event-selector "~2.0.6"
-    vega-expression "~3.0.0"
-    vega-util "~1.16.0"
-    yargs "~16.0.3"
+vega-lite@5.16.3:
+  version "5.16.3"
+  resolved "https://registry.yarnpkg.com/vega-lite/-/vega-lite-5.16.3.tgz#4443de18f9f2a76c95ff3565fe1ca201d55659c2"
+  integrity sha512-F3HO/BqlyyB1D0tf/+qy1JOmq7bHtG/nvsXcgNVUFjgVgvVKL4sMnxVnYzSsIg10x/6RFxLfwWJSd0cA8MuuUA==
+  dependencies:
+    json-stringify-pretty-compact "~3.0.0"
+    tslib "~2.6.2"
+    vega-event-selector "~3.0.1"
+    vega-expression "~5.1.0"
+    vega-util "~1.17.2"
+    yargs "~17.7.2"
 
 vega-loader@^4.5.1, vega-loader@~4.5.1:
   version "4.5.1"
@@ -2765,11 +2715,6 @@ vega-util@^1.15.2, vega-util@^1.17.1, vega-util@~1.17.2:
   resolved "https://registry.yarnpkg.com/vega-util/-/vega-util-1.17.2.tgz#f69aa09fd5d6110c19c4a0f0af9e35945b99987d"
   integrity sha512-omNmGiZBdjm/jnHjZlywyYqafscDdHaELHx1q96n5UOz/FlO9JO99P4B3jZg391EFG8dqhWjQilSf2JH6F1mIw==
 
-vega-util@~1.16.0:
-  version "1.16.1"
-  resolved "https://registry.yarnpkg.com/vega-util/-/vega-util-1.16.1.tgz#992bf3c3b6e145797214d99862841baea417ba39"
-  integrity sha512-FdgD72fmZMPJE99FxvFXth0IL4BbLA93WmBg/lvcJmfkK4Uf90WIlvGwaIUdSePIsdpkZjBPyQcHMQ8OcS8Smg==
-
 vega-view-transforms@~4.5.9:
   version "4.5.9"
   resolved "https://registry.yarnpkg.com/vega-view-transforms/-/vega-view-transforms-4.5.9.tgz#5f109555c08ee9ac23ff9183d578eb9cbac6fe61"
@@ -2984,7 +2929,7 @@ y-protocols@^1.0.5:
   dependencies:
     lib0 "^0.2.42"
 
-y18n@^5.0.1:
+y18n@^5.0.5:
   version "5.0.8"
   resolved "https://registry.yarnpkg.com/y18n/-/y18n-5.0.8.tgz#7f4934d0f7ca8c56f95314939ddcd2dd91ce1d55"
   integrity sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==
@@ -2994,23 +2939,23 @@ yallist@*, yallist@^4.0.0:
   resolved "https://registry.yarnpkg.com/yallist/-/yallist-4.0.0.tgz#9bb92790d9c0effec63be73519e11a35019a3a72"
   integrity sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==
 
-yargs-parser@^20.0.0:
-  version "20.2.9"
-  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-20.2.9.tgz#2eb7dc3b0289718fc295f362753845c41a0c94ee"
-  integrity sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==
+yargs-parser@^21.1.1:
+  version "21.1.1"
+  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-21.1.1.tgz#9096bceebf990d21bb31fa9516e0ede294a77d35"
+  integrity sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==
 
-yargs@~16.0.3:
-  version "16.0.3"
-  resolved "https://registry.yarnpkg.com/yargs/-/yargs-16.0.3.tgz#7a919b9e43c90f80d4a142a89795e85399a7e54c"
-  integrity sha512-6+nLw8xa9uK1BOEOykaiYAJVh6/CjxWXK/q9b5FpRgNslt8s22F2xMBqVIKgCRjNgGvGPBy8Vog7WN7yh4amtA==
+yargs@~17.7.2:
+  version "17.7.2"
+  resolved "https://registry.yarnpkg.com/yargs/-/yargs-17.7.2.tgz#991df39aca675a192b816e1e0363f9d75d2aa269"
+  integrity sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==
   dependencies:
-    cliui "^7.0.0"
-    escalade "^3.0.2"
+    cliui "^8.0.1"
+    escalade "^3.1.1"
     get-caller-file "^2.0.5"
     require-directory "^2.1.1"
-    string-width "^4.2.0"
-    y18n "^5.0.1"
-    yargs-parser "^20.0.0"
+    string-width "^4.2.3"
+    y18n "^5.0.5"
+    yargs-parser "^21.1.1"
 
 yargs@~3.10.0:
   version "3.10.0"