diff --git a/package.json b/package.json
index 87e07044..6ac83ce7 100644
--- a/package.json
+++ b/package.json
@@ -81,7 +81,7 @@
   "dependencies": {
     "datalib": "~1.9.3",
     "vega": "^5.4.0",
-    "vega-lite": "^4.17.0",
+    "vega-lite": "^5.23.0",
     "vega-time": "^2.0.4",
     "yargs": "^17.0.1"
   }
diff --git a/yarn.lock b/yarn.lock
index 5226c910..2a4199fd 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1951,11 +1951,6 @@
   resolved "https://registry.yarnpkg.com/@types/chai/-/chai-4.3.5.tgz#ae69bcbb1bebb68c4ac0b11e9d8ed04526b3562b"
   integrity sha512-mEo1sAde+UCE6b2hxn332f1g1E8WfYRu6p5SvTKr2ZKC1f7gFJXk4h5PyGP9Dt6gCaG8y8XhwnXWC6Iy2cmBng==
 
-"@types/clone@~2.1.0":
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/@types/clone/-/clone-2.1.0.tgz#cb888a3fe5319275b566ae3a9bc606e310c533d4"
-  integrity sha512-d/aS/lPOnUSruPhgNtT8jW39fHRVTLQy9sodysP1kkG8EdAtdZu1vt8NJaYA8w/6Z9j8izkAsx1A/yJhcYR1CA==
-
 "@types/concat-stream@^1.6.0":
   version "1.6.0"
   resolved "https://registry.yarnpkg.com/@types/concat-stream/-/concat-stream-1.6.0.tgz#394dbe0bb5fee46b38d896735e8b68ef2390d00d"
@@ -1993,11 +1988,6 @@
   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 "2.0.0"
-  resolved "https://registry.yarnpkg.com/@types/fast-json-stable-stringify/-/fast-json-stable-stringify-2.0.0.tgz#40363bb847cb86b2c2e1599f1398d11e8329c921"
-  integrity sha512-mky/O83TXmGY39P1H9YbUpjV6l6voRYlufqfFCvel8l1phuy8HRjdWc1rrPuN53ITBJlbyMSV6z3niOySO5pgQ==
-
 "@types/form-data@0.0.33":
   version "0.0.33"
   resolved "https://registry.yarnpkg.com/@types/form-data/-/form-data-0.0.33.tgz#c9ac85b2a5fd18435b8c85d9ecb50e6d6c893ff8"
@@ -2410,11 +2400,6 @@ argparse@^1.0.7:
   dependencies:
     sprintf-js "~1.0.2"
 
-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-includes@^3.1.2, array-includes@^3.1.3:
   version "3.1.3"
   resolved "https://registry.yarnpkg.com/array-includes/-/array-includes-3.1.3.tgz#c7f619b382ad2afaf5326cddfdc0afc61af7690a"
@@ -3256,7 +3241,7 @@ cli-truncate@^2.1.0:
     slice-ansi "^3.0.0"
     string-width "^4.2.0"
 
-cliui@^7.0.0, cliui@^7.0.2:
+cliui@^7.0.2:
   version "7.0.4"
   resolved "https://registry.yarnpkg.com/cliui/-/cliui-7.0.4.tgz#a0265ee655476fc807aea9df3df8df7783808b4f"
   integrity sha512-OcRE68cOsVMXp1Yvonl/fzkQOyjLSu/8bhPDfQt0e0/Eb283TKP20Fs2MqoPsr9SwA595rRCA+QMzYc9nBP+JQ==
@@ -3274,11 +3259,6 @@ cliui@^8.0.1:
     strip-ansi "^6.0.1"
     wrap-ansi "^7.0.0"
 
-clone@~2.1.2:
-  version "2.1.2"
-  resolved "https://registry.yarnpkg.com/clone/-/clone-2.1.2.tgz#1b7f4b9f591f1e8f83670401600345a02887435f"
-  integrity sha1-G39Ln1kfHo+DZwQBYANFoCiHQ18=
-
 co@^4.6.0:
   version "4.6.0"
   resolved "https://registry.yarnpkg.com/co/-/co-4.6.0.tgz#6ea6bdf3d853ae54ccb8e47bfa0bf3f9031fb184"
@@ -3896,7 +3876,7 @@ es-to-primitive@^1.2.1:
     is-date-object "^1.0.1"
     is-symbol "^1.0.2"
 
-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==
@@ -4192,7 +4172,7 @@ extsprintf@^1.2.0:
   resolved "https://registry.yarnpkg.com/extsprintf/-/extsprintf-1.4.0.tgz#e2689f8f356fad62cca65a3a91c5df5f9551692f"
   integrity sha1-4mifjzVvrWLMplo6kcXfX5VRaS8=
 
-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==
@@ -4230,7 +4210,7 @@ fast-json-stable-stringify@^2.0.0:
   resolved "https://registry.yarnpkg.com/fast-json-stable-stringify/-/fast-json-stable-stringify-2.0.0.tgz#d5142c0caee6b1189f87d3a76111064f86c8bbf2"
   integrity sha1-1RQsDK7msRifh9OnYREGT4bIu/I=
 
-fast-json-stable-stringify@^2.1.0, fast-json-stable-stringify@~2.1.0:
+fast-json-stable-stringify@^2.1.0:
   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==
@@ -5887,10 +5867,10 @@ json-stable-stringify-without-jsonify@^1.0.1:
   resolved "https://registry.yarnpkg.com/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz#9db7b59496ad3f3cfef30a75142d2d930ad72651"
   integrity sha1-nbe1lJatPzz+8wp1FC0tkwrXJlE=
 
-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==
+json-stringify-pretty-compact@~4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/json-stringify-pretty-compact/-/json-stringify-pretty-compact-4.0.0.tgz#cf4844770bddee3cb89a6170fe4b00eee5dbf1d4"
+  integrity sha512-3CNZ2DnrpByG9Nqj6Xo8vqbjT4F6N+tb4Gb28ESAZjYZ5yqvmc56J+/kuIwkaAMOyblTQhUW7PxMkUb8Q36N3Q==
 
 json-stringify-safe@~5.0.1:
   version "5.0.1"
@@ -7519,15 +7499,10 @@ tslib@^1.8.1:
   resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.14.1.tgz#cf2d38bdc34a134bcaf1091c41f6619e2f672d00"
   integrity sha512-Xni35NKzjgMrwevysHTCArtLDpPvye8zV/0E4EyYn43P7/7qvQwPh9BGkHewbMulVntbigmcT7rdX3BNo9wRJg==
 
-tslib@^2.1.0:
-  version "2.4.0"
-  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.4.0.tgz#7cecaa7f073ce680a05847aa77be941098f36dc3"
-  integrity sha512-d6xOpEDfsi2CZVlPQzGeux8XMwLT9hssAsaPYExaQMuYskwb+x1x7J371tWlbBdWHroy99KnVB6qIkUbs5X3UQ==
-
-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@^2.1.0, tslib@~2.8.1:
+  version "2.8.1"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.8.1.tgz#612efe4ed235d567e8aba5f2a5fab70280ade83f"
+  integrity sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==
 
 tsutils@^3.17.1, tsutils@^3.21.0:
   version "3.21.0"
@@ -7793,25 +7768,13 @@ 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"
-  integrity sha512-u8Rzja/cn2PEUkhQN3zUj3REwNewTA92ExrcASNKUJPCciMkHJEjESwFYuI6DWMCq4hQElQ92iosOAtwzsSTqA==
+vega-expression@^5.0.1, vega-expression@^5.1.0, vega-expression@~5.1.0, vega-expression@~5.1.1:
+  version "5.1.1"
+  resolved "https://registry.yarnpkg.com/vega-expression/-/vega-expression-5.1.1.tgz#9b2d287a1f34d990577c9798ae68ec88453815ef"
+  integrity sha512-zv9L1Hm0KHE9M7mldHyz8sXbGu3KmC0Cdk7qfHkcTNS75Jpsem6jkbu6ZAwx5cNUeW91AxUQOu77r4mygq2wUQ==
   dependencies:
     "@types/estree" "^1.0.0"
-    vega-util "^1.17.1"
-
-vega-expression@~3.0.0:
-  version "3.0.0"
-  resolved "https://registry.yarnpkg.com/vega-expression/-/vega-expression-3.0.0.tgz#39179d010b34c57513162bf1ab5a7bff4b31be91"
-  integrity sha512-/ObjIOK94MB+ziTuh8HZt2eWlKUPT/piRJLal5tx5QL1sQbfRi++7lHKTaKMLXLqc4Xqp9/DewE3PqQ6tYzaUA==
-  dependencies:
-    vega-util "^1.15.2"
+    vega-util "^1.17.2"
 
 vega-force@~4.2.0:
   version "4.2.0"
@@ -7911,23 +7874,17 @@ vega-lite-dev-config@^0.18.0:
     prettier "^2.3.2"
     typescript "^4.3.5"
 
-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@^5.23.0:
+  version "5.23.0"
+  resolved "https://registry.yarnpkg.com/vega-lite/-/vega-lite-5.23.0.tgz#342cbe8e5ccd3e3eeb4721818b1d5cb26b60ad8a"
+  integrity sha512-l4J6+AWE3DIjvovEoHl2LdtCUkfm4zs8Xxx7INwZEAv+XVb6kR6vIN1gt3t2gN2gs/y4DYTs/RPoTeYAuEg6mA==
+  dependencies:
+    json-stringify-pretty-compact "~4.0.0"
+    tslib "~2.8.1"
+    vega-event-selector "~3.0.1"
+    vega-expression "~5.1.1"
+    vega-util "~1.17.2"
+    yargs "~17.7.2"
 
 vega-loader@^4.5.1, vega-loader@~4.5.1:
   version "4.5.1"
@@ -8053,11 +8010,6 @@ vega-util@^1.15.2, vega-util@^1.17.1, vega-util@^1.17.2, 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"
@@ -8306,7 +8258,7 @@ xmlchars@^2.2.0:
   resolved "https://registry.yarnpkg.com/xmlchars/-/xmlchars-2.2.0.tgz#060fe1bcb7f9c76fe2a17db86a9bc3ab894210cb"
   integrity sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw==
 
-y18n@^5.0.1, y18n@^5.0.5:
+y18n@^5.0.5:
   version "5.0.5"
   resolved "https://registry.yarnpkg.com/y18n/-/y18n-5.0.5.tgz#8769ec08d03b1ea2df2500acef561743bbb9ab18"
   integrity sha512-hsRUr4FFrvhhRH12wOdfs38Gy7k2FFzB9qgN9v3aLykRq0dRcdcpz5C9FxdS2NuhOrI/628b/KSTJ3rwHysYSg==
@@ -8326,7 +8278,7 @@ yaml@^1.10.2:
   resolved "https://registry.yarnpkg.com/yaml/-/yaml-1.10.2.tgz#2301c5ffbf12b467de8da2333a459e29e7920e4b"
   integrity sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==
 
-yargs-parser@^20.0.0, yargs-parser@^20.2.2, yargs-parser@^20.2.7:
+yargs-parser@^20.2.2, yargs-parser@^20.2.7:
   version "20.2.7"
   resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-20.2.7.tgz#61df85c113edfb5a7a4e36eb8aa60ef423cbc90a"
   integrity sha512-FiNkvbeHzB/syOjIUxFDCnhSfzAL8R5vs40MgLFBorXACCOAEaWu0gRZl14vG8MR9AOJIZbmkjhusqBYZ3HTHw==
@@ -8349,7 +8301,7 @@ yargs@^16.2.0:
     y18n "^5.0.5"
     yargs-parser "^20.2.2"
 
-yargs@^17.0.1, yargs@^17.1.1, yargs@^17.3.1:
+yargs@^17.0.1, yargs@^17.1.1, yargs@^17.3.1, 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==
@@ -8362,19 +8314,6 @@ yargs@^17.0.1, yargs@^17.1.1, yargs@^17.3.1:
     y18n "^5.0.5"
     yargs-parser "^21.1.1"
 
-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==
-  dependencies:
-    cliui "^7.0.0"
-    escalade "^3.0.2"
-    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"
-
 yn@3.1.1:
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/yn/-/yn-3.1.1.tgz#1e87401a09d767c1d5eab26a6e4c185182d2eb50"