diff --git a/Pipfile b/Pipfile
index 598b9927a..004ee60ef 100644
--- a/Pipfile
+++ b/Pipfile
@@ -9,9 +9,9 @@ ipython = "*"
 django-import-export = "*"
 
 [dev-packages]
-django-selenium-clean = "==0.3.3"
+django-selenium-clean = "==1.0.0"
 django-test-migrations = "==1.2.0"
-selenium = "==3.141.0"
+selenium = "==4.9.0"
 pytest-django = "==4.5.2"
 pytest = "==7.*"
 pytest-xdist = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index 83f24c182..9796a5d6e 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "a6ac19f0ef77b80e4612cbc13f85cad19e8bcf7701da8d3946c44b8ac9b05ce4"
+            "sha256": "f226d4b94222f73959f2d2a2ca01b487d4d58f7f188553141389208e98bce1ca"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -24,6 +24,13 @@
             "markers": "python_version >= '3.7'",
             "version": "==3.7.2"
         },
+        "asttokens": {
+            "hashes": [
+                "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e",
+                "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"
+            ],
+            "version": "==2.4.0"
+        },
         "backcall": {
             "hashes": [
                 "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e",
@@ -31,12 +38,116 @@
             ],
             "version": "==0.2.0"
         },
+        "certifi": {
+            "hashes": [
+                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
+                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2023.7.22"
+        },
         "cfl-common": {
             "hashes": [
-                "sha256:95db16ea2d1257a3c488e907d81243ae3a5492210c0a6f94b77ba63282735b95",
-                "sha256:baee8dae7578d2980c2aa832e1adcc718f468d25cd9169b376523f0bf547760b"
+                "sha256:089e9fe545fa069fa6198c88d6f58092d65f847a4ef63e91ca700dcf1ccc450a",
+                "sha256:fa42d51a85191adb98d0ee9aa65deed5ada41166dc7bb0328e27fddc6fa7d69d"
             ],
-            "version": "==6.33.7"
+            "version": "==6.37.2"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:06cf46bdff72f58645434d467bf5228080801298fbba19fe268a01b4534467f5",
+                "sha256:0c8c61fb505c7dad1d251c284e712d4e0372cef3b067f7ddf82a7fa82e1e9a93",
+                "sha256:10b8dd31e10f32410751b3430996f9807fc4d1587ca69772e2aa940a82ab571a",
+                "sha256:1171ef1fc5ab4693c5d151ae0fdad7f7349920eabbaca6271f95969fa0756c2d",
+                "sha256:17a866d61259c7de1bdadef418a37755050ddb4b922df8b356503234fff7932c",
+                "sha256:1d6bfc32a68bc0933819cfdfe45f9abc3cae3877e1d90aac7259d57e6e0f85b1",
+                "sha256:1ec937546cad86d0dce5396748bf392bb7b62a9eeb8c66efac60e947697f0e58",
+                "sha256:223b4d54561c01048f657fa6ce41461d5ad8ff128b9678cfe8b2ecd951e3f8a2",
+                "sha256:2465aa50c9299d615d757c1c888bc6fef384b7c4aec81c05a0172b4400f98557",
+                "sha256:28f512b9a33235545fbbdac6a330a510b63be278a50071a336afc1b78781b147",
+                "sha256:2c092be3885a1b7899cd85ce24acedc1034199d6fca1483fa2c3a35c86e43041",
+                "sha256:2c4c99f98fc3a1835af8179dcc9013f93594d0670e2fa80c83aa36346ee763d2",
+                "sha256:31445f38053476a0c4e6d12b047b08ced81e2c7c712e5a1ad97bc913256f91b2",
+                "sha256:31bbaba7218904d2eabecf4feec0d07469284e952a27400f23b6628439439fa7",
+                "sha256:34d95638ff3613849f473afc33f65c401a89f3b9528d0d213c7037c398a51296",
+                "sha256:352a88c3df0d1fa886562384b86f9a9e27563d4704ee0e9d56ec6fcd270ea690",
+                "sha256:39b70a6f88eebe239fa775190796d55a33cfb6d36b9ffdd37843f7c4c1b5dc67",
+                "sha256:3c66df3f41abee950d6638adc7eac4730a306b022570f71dd0bd6ba53503ab57",
+                "sha256:3f70fd716855cd3b855316b226a1ac8bdb3caf4f7ea96edcccc6f484217c9597",
+                "sha256:3f9bc2ce123637a60ebe819f9fccc614da1bcc05798bbbaf2dd4ec91f3e08846",
+                "sha256:3fb765362688821404ad6cf86772fc54993ec11577cd5a92ac44b4c2ba52155b",
+                "sha256:45f053a0ece92c734d874861ffe6e3cc92150e32136dd59ab1fb070575189c97",
+                "sha256:46fb9970aa5eeca547d7aa0de5d4b124a288b42eaefac677bde805013c95725c",
+                "sha256:4cb50a0335382aac15c31b61d8531bc9bb657cfd848b1d7158009472189f3d62",
+                "sha256:4e12f8ee80aa35e746230a2af83e81bd6b52daa92a8afaef4fea4a2ce9b9f4fa",
+                "sha256:4f3100d86dcd03c03f7e9c3fdb23d92e32abbca07e7c13ebd7ddfbcb06f5991f",
+                "sha256:4f6e2a839f83a6a76854d12dbebde50e4b1afa63e27761549d006fa53e9aa80e",
+                "sha256:4f861d94c2a450b974b86093c6c027888627b8082f1299dfd5a4bae8e2292821",
+                "sha256:501adc5eb6cd5f40a6f77fbd90e5ab915c8fd6e8c614af2db5561e16c600d6f3",
+                "sha256:520b7a142d2524f999447b3a0cf95115df81c4f33003c51a6ab637cbda9d0bf4",
+                "sha256:548eefad783ed787b38cb6f9a574bd8664468cc76d1538215d510a3cd41406cb",
+                "sha256:555fe186da0068d3354cdf4bbcbc609b0ecae4d04c921cc13e209eece7720727",
+                "sha256:55602981b2dbf8184c098bc10287e8c245e351cd4fdcad050bd7199d5a8bf514",
+                "sha256:58e875eb7016fd014c0eea46c6fa92b87b62c0cb31b9feae25cbbe62c919f54d",
+                "sha256:5a3580a4fdc4ac05f9e53c57f965e3594b2f99796231380adb2baaab96e22761",
+                "sha256:5b70bab78accbc672f50e878a5b73ca692f45f5b5e25c8066d748c09405e6a55",
+                "sha256:5ceca5876032362ae73b83347be8b5dbd2d1faf3358deb38c9c88776779b2e2f",
+                "sha256:61f1e3fb621f5420523abb71f5771a204b33c21d31e7d9d86881b2cffe92c47c",
+                "sha256:633968254f8d421e70f91c6ebe71ed0ab140220469cf87a9857e21c16687c034",
+                "sha256:63a6f59e2d01310f754c270e4a257426fe5a591dc487f1983b3bbe793cf6bac6",
+                "sha256:63accd11149c0f9a99e3bc095bbdb5a464862d77a7e309ad5938fbc8721235ae",
+                "sha256:6db3cfb9b4fcecb4390db154e75b49578c87a3b9979b40cdf90d7e4b945656e1",
+                "sha256:71ef3b9be10070360f289aea4838c784f8b851be3ba58cf796262b57775c2f14",
+                "sha256:7ae8e5142dcc7a49168f4055255dbcced01dc1714a90a21f87448dc8d90617d1",
+                "sha256:7b6cefa579e1237ce198619b76eaa148b71894fb0d6bcf9024460f9bf30fd228",
+                "sha256:800561453acdecedaac137bf09cd719c7a440b6800ec182f077bb8e7025fb708",
+                "sha256:82ca51ff0fc5b641a2d4e1cc8c5ff108699b7a56d7f3ad6f6da9dbb6f0145b48",
+                "sha256:851cf693fb3aaef71031237cd68699dded198657ec1e76a76eb8be58c03a5d1f",
+                "sha256:854cc74367180beb327ab9d00f964f6d91da06450b0855cbbb09187bcdb02de5",
+                "sha256:87071618d3d8ec8b186d53cb6e66955ef2a0e4fa63ccd3709c0c90ac5a43520f",
+                "sha256:871d045d6ccc181fd863a3cd66ee8e395523ebfbc57f85f91f035f50cee8e3d4",
+                "sha256:8aee051c89e13565c6bd366813c386939f8e928af93c29fda4af86d25b73d8f8",
+                "sha256:8af5a8917b8af42295e86b64903156b4f110a30dca5f3b5aedea123fbd638bff",
+                "sha256:8ec8ef42c6cd5856a7613dcd1eaf21e5573b2185263d87d27c8edcae33b62a61",
+                "sha256:91e43805ccafa0a91831f9cd5443aa34528c0c3f2cc48c4cb3d9a7721053874b",
+                "sha256:9505dc359edb6a330efcd2be825fdb73ee3e628d9010597aa1aee5aa63442e97",
+                "sha256:985c7965f62f6f32bf432e2681173db41336a9c2611693247069288bcb0c7f8b",
+                "sha256:9a74041ba0bfa9bc9b9bb2cd3238a6ab3b7618e759b41bd15b5f6ad958d17605",
+                "sha256:9edbe6a5bf8b56a4a84533ba2b2f489d0046e755c29616ef8830f9e7d9cf5728",
+                "sha256:a15c1fe6d26e83fd2e5972425a772cca158eae58b05d4a25a4e474c221053e2d",
+                "sha256:a66bcdf19c1a523e41b8e9d53d0cedbfbac2e93c649a2e9502cb26c014d0980c",
+                "sha256:ae4070f741f8d809075ef697877fd350ecf0b7c5837ed68738607ee0a2c572cf",
+                "sha256:ae55d592b02c4349525b6ed8f74c692509e5adffa842e582c0f861751701a673",
+                "sha256:b578cbe580e3b41ad17b1c428f382c814b32a6ce90f2d8e39e2e635d49e498d1",
+                "sha256:b891a2f68e09c5ef989007fac11476ed33c5c9994449a4e2c3386529d703dc8b",
+                "sha256:baec8148d6b8bd5cee1ae138ba658c71f5b03e0d69d5907703e3e1df96db5e41",
+                "sha256:bb06098d019766ca16fc915ecaa455c1f1cd594204e7f840cd6258237b5079a8",
+                "sha256:bc791ec3fd0c4309a753f95bb6c749ef0d8ea3aea91f07ee1cf06b7b02118f2f",
+                "sha256:bd28b31730f0e982ace8663d108e01199098432a30a4c410d06fe08fdb9e93f4",
+                "sha256:be4d9c2770044a59715eb57c1144dedea7c5d5ae80c68fb9959515037cde2008",
+                "sha256:c0c72d34e7de5604df0fde3644cc079feee5e55464967d10b24b1de268deceb9",
+                "sha256:c0e842112fe3f1a4ffcf64b06dc4c61a88441c2f02f373367f7b4c1aa9be2ad5",
+                "sha256:c15070ebf11b8b7fd1bfff7217e9324963c82dbdf6182ff7050519e350e7ad9f",
+                "sha256:c2000c54c395d9e5e44c99dc7c20a64dc371f777faf8bae4919ad3e99ce5253e",
+                "sha256:c30187840d36d0ba2893bc3271a36a517a717f9fd383a98e2697ee890a37c273",
+                "sha256:cb7cd68814308aade9d0c93c5bd2ade9f9441666f8ba5aa9c2d4b389cb5e2a45",
+                "sha256:cd805513198304026bd379d1d516afbf6c3c13f4382134a2c526b8b854da1c2e",
+                "sha256:d0bf89afcbcf4d1bb2652f6580e5e55a840fdf87384f6063c4a4f0c95e378656",
+                "sha256:d9137a876020661972ca6eec0766d81aef8a5627df628b664b234b73396e727e",
+                "sha256:dbd95e300367aa0827496fe75a1766d198d34385a58f97683fe6e07f89ca3e3c",
+                "sha256:dced27917823df984fe0c80a5c4ad75cf58df0fbfae890bc08004cd3888922a2",
+                "sha256:de0b4caa1c8a21394e8ce971997614a17648f94e1cd0640fbd6b4d14cab13a72",
+                "sha256:debb633f3f7856f95ad957d9b9c781f8e2c6303ef21724ec94bea2ce2fcbd056",
+                "sha256:e372d7dfd154009142631de2d316adad3cc1c36c32a38b16a4751ba78da2a397",
+                "sha256:ecd26be9f112c4f96718290c10f4caea6cc798459a3a76636b817a0ed7874e42",
+                "sha256:edc0202099ea1d82844316604e17d2b175044f9bcb6b398aab781eba957224bd",
+                "sha256:f194cce575e59ffe442c10a360182a986535fd90b57f7debfaa5c845c409ecc3",
+                "sha256:f5fb672c396d826ca16a022ac04c9dce74e00a1c344f6ad1a0fdc1ba1f332213",
+                "sha256:f6a02a3c7950cafaadcd46a226ad9e12fc9744652cc69f9e5534f98b47f3bbcf",
+                "sha256:fe81b35c33772e56f4b6cf62cf4aedc1762ef7162a31e6ac7fe5e40d0149eb67"
+            ],
+            "markers": "python_full_version >= '3.7.0'",
+            "version": "==3.3.1"
         },
         "decorator": {
             "hashes": [
@@ -94,11 +205,11 @@
         },
         "django-import-export": {
             "hashes": [
-                "sha256:1d3f2cb2ee3cca0386ed60651fa1623be989f130d9fbdf98a67f7dc3a94b8a37",
-                "sha256:38fd7b9439b9e3aa1a4747421c1087a5bc194e915a28d795fb8429a5f8028f2d"
+                "sha256:88ecaf06be06bd95d97cf34f3c911c56c012a7a81712a8956740e5bfc2465162",
+                "sha256:d02e31908c965d512cc6f7ef6e72935177647b15d3846050d0f094177fca0d86"
             ],
             "index": "pypi",
-            "version": "==3.2.0"
+            "version": "==3.3.1"
         },
         "django-js-reverse": {
             "hashes": [
@@ -109,11 +220,11 @@
         },
         "django-otp": {
             "hashes": [
-                "sha256:007a6354dabb3a1a54574bf73abf045ebbde0bb8734a38e2ed7845ba450f345e",
-                "sha256:90765d5dac238a719f9550ac05681dd6307f513a81a10b6adb879b4abc6bc1a3"
+                "sha256:5ddd1aaf455db47fac3ce0d8b518e68e9a57db55e30ad68eafad377e4fa741f5",
+                "sha256:7e805cc196cbac93edbbbbf5078d7c5156fec2dba1b2589361ddbf74c4557e39"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.2.2"
+            "version": "==1.2.4"
         },
         "django-phonenumber-field": {
             "hashes": [
@@ -153,21 +264,36 @@
             "markers": "python_version >= '3.6'",
             "version": "==1.1.0"
         },
+        "executing": {
+            "hashes": [
+                "sha256:06df6183df67389625f4e763921c6cf978944721abf3e714000200aab95b0657",
+                "sha256:0ff053696fdeef426cda5bd18eacd94f82c91f49823a2e9090124212ceea9b08"
+            ],
+            "version": "==2.0.0"
+        },
+        "idna": {
+            "hashes": [
+                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
+                "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==3.4"
+        },
         "ipython": {
             "hashes": [
-                "sha256:af3bdb46aa292bce5615b1b2ebc76c2080c5f77f54bda2ec72461317273e7cd6",
-                "sha256:c175d2440a1caff76116eb719d40538fbb316e214eda85c5515c303aacbfb23e"
+                "sha256:3910c4b54543c2ad73d06579aa771041b7d5707b033bd488669b4cf544e3b363",
+                "sha256:b0340d46a933d27c657b211a329d0be23793c36595acf9e6ef4164bc01a1804c"
             ],
             "index": "pypi",
-            "version": "==7.34.0"
+            "version": "==8.12.3"
         },
         "jedi": {
             "hashes": [
-                "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4",
-                "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"
+                "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd",
+                "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==0.19.0"
+            "version": "==0.19.1"
         },
         "libsass": {
             "hashes": [
@@ -202,6 +328,40 @@
             "markers": "python_version >= '3.5'",
             "version": "==8.7.0"
         },
+        "numpy": {
+            "hashes": [
+                "sha256:04640dab83f7c6c85abf9cd729c5b65f1ebd0ccf9de90b270cd61935eef0197f",
+                "sha256:1452241c290f3e2a312c137a9999cdbf63f78864d63c79039bda65ee86943f61",
+                "sha256:222e40d0e2548690405b0b3c7b21d1169117391c2e82c378467ef9ab4c8f0da7",
+                "sha256:2541312fbf09977f3b3ad449c4e5f4bb55d0dbf79226d7724211acc905049400",
+                "sha256:31f13e25b4e304632a4619d0e0777662c2ffea99fcae2029556b17d8ff958aef",
+                "sha256:4602244f345453db537be5314d3983dbf5834a9701b7723ec28923e2889e0bb2",
+                "sha256:4979217d7de511a8d57f4b4b5b2b965f707768440c17cb70fbf254c4b225238d",
+                "sha256:4c21decb6ea94057331e111a5bed9a79d335658c27ce2adb580fb4d54f2ad9bc",
+                "sha256:6620c0acd41dbcb368610bb2f4d83145674040025e5536954782467100aa8835",
+                "sha256:692f2e0f55794943c5bfff12b3f56f99af76f902fc47487bdfe97856de51a706",
+                "sha256:7215847ce88a85ce39baf9e89070cb860c98fdddacbaa6c0da3ffb31b3350bd5",
+                "sha256:79fc682a374c4a8ed08b331bef9c5f582585d1048fa6d80bc6c35bc384eee9b4",
+                "sha256:7ffe43c74893dbf38c2b0a1f5428760a1a9c98285553c89e12d70a96a7f3a4d6",
+                "sha256:80f5e3a4e498641401868df4208b74581206afbee7cf7b8329daae82676d9463",
+                "sha256:95f7ac6540e95bc440ad77f56e520da5bf877f87dca58bd095288dce8940532a",
+                "sha256:9667575fb6d13c95f1b36aca12c5ee3356bf001b714fc354eb5465ce1609e62f",
+                "sha256:a5425b114831d1e77e4b5d812b69d11d962e104095a5b9c3b641a218abcc050e",
+                "sha256:b4bea75e47d9586d31e892a7401f76e909712a0fd510f58f5337bea9572c571e",
+                "sha256:b7b1fc9864d7d39e28f41d089bfd6353cb5f27ecd9905348c24187a768c79694",
+                "sha256:befe2bf740fd8373cf56149a5c23a0f601e82869598d41f8e188a0e9869926f8",
+                "sha256:c0bfb52d2169d58c1cdb8cc1f16989101639b34c7d3ce60ed70b19c63eba0b64",
+                "sha256:d11efb4dbecbdf22508d55e48d9c8384db795e1b7b51ea735289ff96613ff74d",
+                "sha256:dd80e219fd4c71fc3699fc1dadac5dcf4fd882bfc6f7ec53d30fa197b8ee22dc",
+                "sha256:e2926dac25b313635e4d6cf4dc4e51c8c0ebfed60b801c799ffc4c32bf3d1254",
+                "sha256:e98f220aa76ca2a977fe435f5b04d7b3470c0a2e6312907b37ba6068f26787f2",
+                "sha256:ed094d4f0c177b1b8e7aa9cba7d6ceed51c0e569a5318ac0ca9a090680a6a1b1",
+                "sha256:f136bab9c2cfd8da131132c2cf6cc27331dd6fae65f95f69dcd4ae3c3639c810",
+                "sha256:f3a86ed21e4f87050382c7bc96571755193c4c1392490744ac73d660e8f564a9"
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+            "version": "==1.24.4"
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         "odfpy": {
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                 "sha256:db766a6e59c5103212f3cc92ec8dd50a0f3a02790233ed0b52148b70d3c438ec",
@@ -216,6 +376,37 @@
             ],
             "version": "==3.1.2"
         },
+        "pandas": {
+            "hashes": [
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+                "sha256:f167beed68918d62bffb6ec64f2e1d8a7d297a038f86d4aed056b9493fca407f",
+                "sha256:f3421a7afb1a43f7e38e82e844e2bca9a6d793d66c1a7f9f0ff39a795bbc5e02"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.0.3"
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         "parso": {
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                 "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0",
@@ -232,6 +423,14 @@
             "markers": "sys_platform != 'win32'",
             "version": "==4.8.0"
         },
+        "pgeocode": {
+            "hashes": [
+                "sha256:07995d4cd2d7fec1f82afb14d6025e83bbc156b6f225fa3e0b3417da2ec020c8",
+                "sha256:60fc2bad60aa161c3cf46ace4fde607b77e016b1e2a25470534163305499e55e"
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+            "markers": "python_version >= '3.8'",
+            "version": "==0.4.0"
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         "pickleshare": {
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                 "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca",
@@ -254,6 +453,13 @@
             ],
             "version": "==0.7.0"
         },
+        "pure-eval": {
+            "hashes": [
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+                "sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"
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                 "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692",
@@ -285,12 +491,20 @@
             ],
             "version": "==0.20220715.0"
         },
+        "python-dateutil": {
+            "hashes": [
+                "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
+                "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
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+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "version": "==2.8.2"
+        },
         "pytz": {
             "hashes": [
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-                "sha256:a151b3abb88eda1d4e34a9814df37de2a80e301e68ba0fd856fb9b46bfbbbffb"
+                "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b",
+                "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"
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-            "version": "==2023.3"
+            "version": "==2023.3.post1"
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         "pyyaml": {
             "hashes": [
@@ -359,13 +573,21 @@
             "editable": true,
             "path": "."
         },
-        "setuptools": {
+        "requests": {
             "hashes": [
-                "sha256:11e52c67415a381d10d6b462ced9cfb97066179f0e871399e006c4ab101fc85f",
-                "sha256:baf1fdb41c6da4cd2eae722e135500da913332ab3f2f5c7d33af9b492acb5235"
+                "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f",
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             ],
             "markers": "python_version >= '3.7'",
-            "version": "==68.0.0"
+            "version": "==2.31.0"
+        },
+        "six": {
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+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "version": "==1.16.0"
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         "sqlparse": {
             "hashes": [
@@ -375,6 +597,13 @@
             "markers": "python_version >= '3.5'",
             "version": "==0.4.4"
         },
+        "stack-data": {
+            "hashes": [
+                "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9",
+                "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"
+            ],
+            "version": "==0.6.3"
+        },
         "tablib": {
             "extras": [
                 "html",
@@ -384,34 +613,50 @@
                 "yaml"
             ],
             "hashes": [
-                "sha256:0f9c45141195c472202f30d82c0c035bf7e0dd7e4da2257815e506acff4ab364",
-                "sha256:77ea97faf6f92a7e198c05bd0c690f3cba57b83ea45a636b72f967cb6fe6f160"
+                "sha256:9821caa9eca6062ff7299fa645e737aecff982e6b2b42046928a6413c8dabfd9",
+                "sha256:f6661dfc45e1d4f51fa8a6239f9c8349380859a5bfaa73280645f046d6c96e33"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==3.4.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.5.0"
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         "traitlets": {
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-                "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"
+                "sha256:81539f07f7aebcde2e4b5ab76727f53eabf18ad155c6ed7979a681411602fa47",
+                "sha256:833273bf645d8ce31dcb613c56999e2e055b1ffe6d09168a164bcd91c36d5d35"
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-            "markers": "python_version >= '3.7'",
-            "version": "==5.9.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==5.12.0"
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         "typing-extensions": {
             "hashes": [
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-                "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"
+                "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0",
+                "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"
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+            "markers": "python_version >= '3.8'",
+            "version": "==4.8.0"
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+        "tzdata": {
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+                "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"
+            ],
+            "markers": "python_version >= '2'",
+            "version": "==2023.3"
+        },
+        "urllib3": {
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-            "version": "==4.7.1"
+            "version": "==2.0.7"
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         "wcwidth": {
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-                "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"
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-            "version": "==0.2.6"
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@@ -431,10 +676,10 @@
     "develop": {
         "aimmo": {
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-                "sha256:bd2841b24d7830096b7cc81bdf7548377d30602f1a1b3d9e9084a58b11557413"
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@@ -454,11 +699,11 @@
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@@ -470,99 +715,114 @@
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+            "version": "==3.3.1"
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         "codeforlife-portal": {
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@@ -619,11 +879,11 @@
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@@ -634,11 +894,11 @@
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@@ -684,11 +944,11 @@
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@@ -760,81 +1020,82 @@
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+            "markers": "python_version >= '3.7'",
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@@ -901,6 +1162,40 @@
             "markers": "python_version >= '3.5'",
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@@ -923,13 +1218,60 @@
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@@ -1057,13 +1387,21 @@
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@@ -1099,10 +1437,10 @@
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@@ -1248,19 +1586,19 @@
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@@ -1270,6 +1608,14 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
             "version": "==1.16.0"
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@@ -1294,11 +1640,11 @@
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@@ -1308,29 +1654,61 @@
             "markers": "python_version < '3.11'",
             "version": "==2.0.1"
         },
-        "typing-extensions": {
+        "trio": {
+            "hashes": [
+                "sha256:3887cf18c8bcc894433420305468388dac76932e9668afa1c49aa3806b6accb3",
+                "sha256:f43da357620e5872b3d940a2e3589aa251fd3f881b65a608d742e00809b1ec38"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.22.2"
+        },
+        "trio-websocket": {
             "hashes": [
-                "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36",
-                "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"
+                "sha256:18c11793647703c158b1f6e62de638acada927344d534e3c7628eedcb746839f",
+                "sha256:520d046b0d030cf970b8b2b2e00c4c2245b3807853ecd44214acd33d74581638"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.7.1"
+            "version": "==0.11.1"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0",
+                "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==4.8.0"
+        },
+        "tzdata": {
+            "hashes": [
+                "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a",
+                "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"
+            ],
+            "markers": "python_version >= '2'",
+            "version": "==2023.3"
         },
         "urllib3": {
             "hashes": [
-                "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f",
-                "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"
+                "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84",
+                "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
-            "version": "==1.26.16"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.7"
         },
         "websocket-client": {
             "hashes": [
-                "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd",
-                "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"
+                "sha256:084072e0a7f5f347ef2ac3d8698a5e0b4ffbfcab607628cadabc650fc9a83a24",
+                "sha256:b3324019b3c28572086c4a319f91d1dcd44e6e11cd340232978c684a7650d0df"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.6.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.6.4"
+        },
+        "wsproto": {
+            "hashes": [
+                "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065",
+                "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"
+            ],
+            "markers": "python_full_version >= '3.7.0'",
+            "version": "==1.2.0"
         },
         "xlrd": {
             "hashes": [
@@ -1348,11 +1726,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b",
-                "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"
+                "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31",
+                "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==3.15.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.17.0"
         }
     }
 }
diff --git a/game/end_to_end_tests/base_game_test.py b/game/end_to_end_tests/base_game_test.py
index df9264d32..e03398826 100644
--- a/game/end_to_end_tests/base_game_test.py
+++ b/game/end_to_end_tests/base_game_test.py
@@ -8,10 +8,9 @@
 from common.tests.utils.organisation import create_organisation_directly
 from common.tests.utils.student import create_school_student_directly
 from common.tests.utils.teacher import signup_teacher_directly
-from django.test import TestCase
 from django.urls import reverse
-from portal.tests.pageObjects.portal.home_page import HomePage
 from portal.tests.pageObjects.portal.base_page import BasePage
+from portal.tests.pageObjects.portal.home_page import HomePage
 
 from game.models import Workspace
 from . import custom_handler
diff --git a/game/end_to_end_tests/editor_page.py b/game/end_to_end_tests/editor_page.py
index 44024ad10..5aa15ca63 100644
--- a/game/end_to_end_tests/editor_page.py
+++ b/game/end_to_end_tests/editor_page.py
@@ -16,8 +16,8 @@ def _dismiss_initial_dialog(self):
 
     def dismiss_dialog(self, button_id):
         self.wait_for_element_to_be_clickable((By.ID, button_id), wait_seconds=15)
-        self.browser.find_element_by_id(button_id).click()
+        self.browser.find_element(By.ID, button_id).click()
         self.wait_for_element_to_be_invisible((By.ID, button_id), wait_seconds=15)
 
     def go_to_code_tab(self):
-        self.browser.find_element_by_id("blocks_tab").click()
+        self.browser.find_element(By.ID, "blocks_tab").click()
diff --git a/game/end_to_end_tests/game_page.py b/game/end_to_end_tests/game_page.py
index 2c4e0b3c3..87fe53934 100644
--- a/game/end_to_end_tests/game_page.py
+++ b/game/end_to_end_tests/game_page.py
@@ -29,20 +29,20 @@ def _dismiss_initial_dialog(self):
 
     def dismiss_dialog(self, button_id):
         self.wait_for_element_to_be_clickable((By.ID, button_id), wait_seconds=15)
-        self.browser.find_element_by_id(button_id).click()
+        self.browser.find_element(By.ID, button_id).click()
         self.wait_for_element_to_be_invisible((By.ID, button_id), wait_seconds=15)
 
     def load_solution(self, workspace_id):
-        self.browser.find_element_by_id("load_tab").click()
+        self.browser.find_element(By.ID, "load_tab").click()
         selector = "#loadWorkspaceTable tr[value='" + str(workspace_id) + "']"
         self.wait_for_element_to_be_clickable((By.CSS_SELECTOR, selector))
-        self.browser.find_element_by_css_selector(selector).click()
-        self.browser.find_element_by_id("loadWorkspace").click()
+        self.browser.find_element(By.CSS_SELECTOR, selector).click()
+        self.browser.find_element(By.ID, "loadWorkspace").click()
         time.sleep(1)
         return self
 
     def clear(self):
-        self.browser.find_element_by_id("clear_tab").click()
+        self.browser.find_element(By.ID, "clear_tab").click()
         return self
 
     def try_again(self):
@@ -50,19 +50,28 @@ def try_again(self):
         return self
 
     def step(self):
-        self.browser.find_element_by_id("step_tab").click()
+        self.browser.find_element(By.ID, "step_tab").click()
         return self
 
     def solution_button(self):
-        self.browser.find_element_by_id("solution_tab").click()
+        self.browser.find_element(By.ID, "solution_tab").click()
+        solution_loaded = self.browser.execute_script("return ocargo.solutionLoaded;")
+        timeout = time.time() + 30
+
+        while not solution_loaded:
+            solution_loaded = self.browser.execute_script(
+                "return ocargo.solutionLoaded;"
+            )
+            if time.time() > timeout:
+                break
         return self
 
     def python_commands_button(self):
-        self.browser.find_element_by_id("van_commands_help").click()
+        self.browser.find_element(By.ID, "van_commands_help").click()
         return self
 
     def clear_console_button(self):
-        self.browser.find_element_by_id("clear_console").click()
+        self.browser.find_element(By.ID, "clear_console").click()
         return self
 
     def assert_level_number(self, level_number):
@@ -80,14 +89,14 @@ def assert_is_red_light(self, traffic_light_index):
         self._assert_light_is_on(traffic_light_index, "red")
 
     def _assert_light_is_on(self, traffic_light_index, colour):
-        image = self.browser.find_element_by_id(
+        image = self.browser.find_element(By.ID,
             "trafficLight_%s_%s" % (traffic_light_index, colour)
         )
 
         assert_that(image.get_attribute("opacity"), equal_to("1"))
 
     def run_program(self, wait_for_element_id="modal-content"):
-        self.browser.find_element_by_id("fast_tab").click()
+        self.browser.find_element(By.ID, "fast_tab").click()
 
         try:
             self.wait_for_element_to_be_clickable((By.ID, wait_for_element_id), 45)
@@ -105,9 +114,9 @@ def run_program(self, wait_for_element_id="modal-content"):
 
     def run_retry_program(self):
         self.run_program("try_again_button")
-        modal_content = self.browser.find_element_by_id("modal-content").text
+        modal_content = self.browser.find_element(By.ID, "modal-content").text
         assert_that(modal_content, contains_string("Try creating a simpler program."))
-        self.browser.find_element_by_id("try_again_button").click()
+        self.browser.find_element(By.ID, "try_again_button").click()
         time.sleep(1)
         return self
 
@@ -163,7 +172,7 @@ def run_invalid_import_program(self):
     def check_python_commands(self):
         self.python_commands_button()
         time.sleep(1)
-        python_commands = self.browser.find_element_by_id("myModal-lead").text
+        python_commands = self.browser.find_element(By.ID, "myModal-lead").text
         assert_that(
             python_commands,
             contains_string("Run the following commands on the van object v"),
@@ -172,16 +181,16 @@ def check_python_commands(self):
 
     def write_to_then_clear_console(self):
         self._write_code("my_van.")
-        self.browser.find_element_by_id("fast_tab").click()
+        self.browser.find_element(By.ID, "fast_tab").click()
         time.sleep(1)
-        console = self.browser.find_element_by_id("consoleOutput")
+        console = self.browser.find_element(By.ID, "consoleOutput")
         self.clear_console_button()
         assert_that(console.text == "")
         return self
 
     def next_episode(self):
         self.assert_success()
-        self.browser.find_element_by_id("next_episode_button").click()
+        self.browser.find_element(By.ID, "next_episode_button").click()
         WebDriverWait(self.browser, 10).until(
             presence_of_all_elements_located((By.ID, "blockly_tab"))
         )
@@ -189,7 +198,7 @@ def next_episode(self):
 
     def next_level(self):
         self.assert_success()
-        self.browser.find_element_by_id("next_level_button").click()
+        self.browser.find_element(By.ID, "next_level_button").click()
         WebDriverWait(self.browser, 10).until(
             presence_of_all_elements_located((By.ID, "blockly_tab"))
         )
@@ -197,23 +206,23 @@ def next_level(self):
 
     def _run_failing_program(self, text):
         self.run_program("try_again_button")
-        error_message = self.browser.find_element_by_id("myModal-lead").text
+        error_message = self.browser.find_element(By.ID, "myModal-lead").text
         assert_that(error_message, contains_string(text))
         return self
 
     def _run_failing_python_program_console(self, code, console_message):
         self._write_code(code)
-        self.browser.find_element_by_id("fast_tab").click()
+        self.browser.find_element(By.ID, "fast_tab").click()
         time.sleep(1)
-        console = self.browser.find_element_by_id("consoleOutput")
+        console = self.browser.find_element(By.ID, "consoleOutput")
         assert_that(console.text, contains_string(console_message))
         return self
 
     def _run_failing_python_program_popup(self, code, text):
         self._write_code(code)
-        self.browser.find_element_by_id("fast_tab").click()
+        self.browser.find_element(By.ID, "fast_tab").click()
         time.sleep(1)
-        error_message = self.browser.find_element_by_id("myModal-lead").text
+        error_message = self.browser.find_element(By.ID, "myModal-lead").text
         assert_that(error_message, contains_string(text))
         return self
 
@@ -225,17 +234,17 @@ def _write_code(self, code):
 
     def _run_procedure_error_program(self, text):
         self.run_program("close_button")
-        error_message = self.browser.find_element_by_id("myModal-mainText").text
+        error_message = self.browser.find_element(By.ID, "myModal-mainText").text
         assert_that(error_message, contains_string(text))
 
     def _assert_score(self, element_id, score):
-        score_text = self.browser.find_element_by_id(element_id).text
+        score_text = self.browser.find_element(By.ID, element_id).text
         score_number = score_text.split("/")[0]
         assert_that(score_number, equal_to(str(score)))
         return self
 
     def assert_success(self):
-        modal_content = self.browser.find_element_by_id("modal-content").text
+        modal_content = self.browser.find_element(By.ID, "modal-content").text
         assert_that(modal_content, contains_string("Congratulations"))
         return self
 
diff --git a/game/end_to_end_tests/test_level_selection.py b/game/end_to_end_tests/test_level_selection.py
index 9954ef366..59534b42b 100644
--- a/game/end_to_end_tests/test_level_selection.py
+++ b/game/end_to_end_tests/test_level_selection.py
@@ -2,10 +2,9 @@
 from common.tests.utils.organisation import create_organisation_directly
 from common.tests.utils.student import create_school_student_directly
 from common.tests.utils.teacher import signup_teacher_directly
-
 from hamcrest import assert_that, ends_with, equal_to
-
 from selenium.common.exceptions import NoSuchElementException
+from selenium.webdriver.common.by import By
 
 from game.end_to_end_tests.base_game_test import BaseGameTest
 from game.models import Attempt, Episode
@@ -35,9 +34,7 @@ def test_coins(self):
         page = self.go_to_reverse("levels")
 
         # The coin images for the levels
-        level_coin_images = page.browser.find_elements_by_css_selector(
-            "#collapse-4 div img"
-        )
+        level_coin_images = page.browser.find_elements(By.CSS_SELECTOR, ("#collapse-4 div img"))
         # There are 4 levels in this episode, each with gold coin
         assert_that(len(level_coin_images), equal_to(4))
 
@@ -48,17 +45,13 @@ def test_coins(self):
             )
 
         # So the episode has a gold coin too
-        episode_coin_image = page.browser.find_element_by_css_selector(
-            "#episode-4 > p > img"
-        )
+        episode_coin_image = page.browser.find_element(By.CSS_SELECTOR, "#episode-4 > p > img")
         assert_that(
             episode_coin_image.get_attribute("src"),
             ends_with("/static/game/image/coins/coin_gold.svg"),
         )
 
         try:
-            image_for_uncomplete_episode = page.browser.find_element_by_css_selector(
-                "#episode-3 > p > img"
-            )
+            image_for_uncomplete_episode = page.browser.find_element(By.CSS_SELECTOR, "#episode-3 > p > img")
         except NoSuchElementException as this_should_happen:
-            pass
\ No newline at end of file
+            pass
diff --git a/game/end_to_end_tests/test_python_levels.py b/game/end_to_end_tests/test_python_levels.py
index 8df09f897..176b446cc 100644
--- a/game/end_to_end_tests/test_python_levels.py
+++ b/game/end_to_end_tests/test_python_levels.py
@@ -1,11 +1,8 @@
-from time import sleep
-from game.end_to_end_tests.base_game_test import BaseGameTest
-from portal.tests.pageObjects.portal.base_page import BasePage
-
 from selenium.webdriver.common.by import By
 from selenium.webdriver.support import expected_conditions as EC
 from selenium.webdriver.support.ui import WebDriverWait
-from selenium.common.exceptions import TimeoutException
+
+from game.end_to_end_tests.base_game_test import BaseGameTest
 
 DELAY_TIME = 10
 
@@ -31,7 +28,7 @@ def test_invalid_import(self):
 
     def test_run_code(self):
         self.go_to_level(92)
-        run_code = self.selenium.find_element_by_id("run-code-button")
+        run_code = self.selenium.find_element(By.ID, "run-code-button")
         run_code.click()
         assert WebDriverWait(self.selenium, DELAY_TIME).until(
             EC.presence_of_all_elements_located((By.ID, "myModal-lead"))