diff --git a/Pipfile b/Pipfile
index 09ffa752..340ae882 100644
--- a/Pipfile
+++ b/Pipfile
@@ -86,10 +86,10 @@ python-dateutil = "*"
 geoip2 = "*"
 iso3166 = "*"
 django-logentry-admin = "*"
-pandas = "*"
+pandas = "~=2.0.3"
 rich = "*"
 duckdb = "*"
-numpy = "*"
+numpy = "~=1.24.4"
 dateutils = "*"
 freezegun = "*"
 django-filter = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index 466523bd..96a10760 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "291cca29d51fe464e188ff168a929001b92229b69522e167895f06a20adf17b2"
+            "sha256": "b4fa4b7a28d74f950ddf3ca7303291a6f18ad9a501869cb02ef881a6295ee7f9"
         },
         "pipfile-spec": 6,
         "requires": {},
@@ -141,11 +141,11 @@
         },
         "awscli": {
             "hashes": [
-                "sha256:20868edf4ef0b7f368ef25668853f7f70d1a7412f057ebee022c0876647ea952",
-                "sha256:de1bdb6864018fe9db19293073538db82c6f469bbb471f088dc1fb331b2344e8"
+                "sha256:211b6703d8dfb696ab3d8199a94a227819a62bed6337f3caab7339099a4475a8",
+                "sha256:dcbf7d67d1b89069bf287f422a7a62b7747773377f04de2bb4105c41977119e5"
             ],
             "index": "pypi",
-            "version": "==1.29.37"
+            "version": "==1.29.52"
         },
         "awscli-plugin-endpoint": {
             "hashes": [
@@ -191,19 +191,19 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:4aec1b54ba6cd352abba2cdd7cdc76e631a4d3ce79c55c0719f85f9c9842e4a2",
-                "sha256:709cf438ad3ea48d426e4659538fe1148fc2719469b52179d07a11c5d26abac6"
+                "sha256:1d36db102517d62c6968b3b0636303241f56859d12dd071def4882fc6e030b20",
+                "sha256:a34fc153cb2f6fb2f79a764286c967392e8aae9412381d943bddc576c4f7631a"
             ],
             "index": "pypi",
-            "version": "==1.28.37"
+            "version": "==1.28.52"
         },
         "botocore": {
             "hashes": [
-                "sha256:5c92c8bc3c6b49950c95501b30f0ac551fd4952359b53a6fba243094028157de",
-                "sha256:72e10759be3dff39c5eeb29f85c11a227c369c946d044f2caf62c352d6a6fc06"
+                "sha256:46b0a75a38521aa6a75fddccb1542e002930e609d4e13516f40fef170d32e515",
+                "sha256:6d09881c5a8be34b497872ca3936f8757d886a6f42f2a8703411928189cfedc0"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.31.37"
+            "version": "==1.31.52"
         },
         "brotli": {
             "hashes": [
@@ -1163,34 +1163,37 @@
         },
         "numpy": {
             "hashes": [
-                "sha256:0d60fbae8e0019865fc4784745814cff1c421df5afee233db6d88ab4f14655a2",
-                "sha256:1a1329e26f46230bf77b02cc19e900db9b52f398d6722ca853349a782d4cff55",
-                "sha256:1b9735c27cea5d995496f46a8b1cd7b408b3f34b6d50459d9ac8fe3a20cc17bf",
-                "sha256:2792d23d62ec51e50ce4d4b7d73de8f67a2fd3ea710dcbc8563a51a03fb07b01",
-                "sha256:3e0746410e73384e70d286f93abf2520035250aad8c5714240b0492a7302fdca",
-                "sha256:4c3abc71e8b6edba80a01a52e66d83c5d14433cbcd26a40c329ec7ed09f37901",
-                "sha256:5883c06bb92f2e6c8181df7b39971a5fb436288db58b5a1c3967702d4278691d",
-                "sha256:5c97325a0ba6f9d041feb9390924614b60b99209a71a69c876f71052521d42a4",
-                "sha256:60e7f0f7f6d0eee8364b9a6304c2845b9c491ac706048c7e8cf47b83123b8dbf",
-                "sha256:76b4115d42a7dfc5d485d358728cdd8719be33cc5ec6ec08632a5d6fca2ed380",
-                "sha256:7dc869c0c75988e1c693d0e2d5b26034644399dd929bc049db55395b1379e044",
-                "sha256:834b386f2b8210dca38c71a6e0f4fd6922f7d3fcff935dbe3a570945acb1b545",
-                "sha256:8b77775f4b7df768967a7c8b3567e309f617dd5e99aeb886fa14dc1a0791141f",
-                "sha256:90319e4f002795ccfc9050110bbbaa16c944b1c37c0baeea43c5fb881693ae1f",
-                "sha256:b79e513d7aac42ae918db3ad1341a015488530d0bb2a6abcbdd10a3a829ccfd3",
-                "sha256:bb33d5a1cf360304754913a350edda36d5b8c5331a8237268c48f91253c3a364",
-                "sha256:bec1e7213c7cb00d67093247f8c4db156fd03075f49876957dca4711306d39c9",
-                "sha256:c5462d19336db4560041517dbb7759c21d181a67cb01b36ca109b2ae37d32418",
-                "sha256:c5652ea24d33585ea39eb6a6a15dac87a1206a692719ff45d53c5282e66d4a8f",
-                "sha256:d7806500e4f5bdd04095e849265e55de20d8cc4b661b038957354327f6d9b295",
-                "sha256:db3ccc4e37a6873045580d413fe79b68e47a681af8db2e046f1dacfa11f86eb3",
-                "sha256:dfe4a913e29b418d096e696ddd422d8a5d13ffba4ea91f9f60440a3b759b0187",
-                "sha256:eb942bfb6f84df5ce05dbf4b46673ffed0d3da59f13635ea9b926af3deb76926",
-                "sha256:f08f2e037bba04e707eebf4bc934f1972a315c883a9e0ebfa8a7756eabf9e357",
-                "sha256:fd608e19c8d7c55021dffd43bfe5492fab8cc105cc8986f813f8c3c048b38760"
-            ],
-            "index": "pypi",
-            "version": "==1.25.2"
+                "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"
+            ],
+            "index": "pypi",
+            "version": "==1.24.4"
         },
         "packaging": {
             "hashes": [
@@ -1418,11 +1421,11 @@
         },
         "rich": {
             "hashes": [
-                "sha256:146a90b3b6b47cac4a73c12866a499e9817426423f57c5a66949c086191a8808",
-                "sha256:fb9d6c0a0f643c99eed3875b5377a184132ba9be4d61516a55273d3554d75a39"
+                "sha256:87b43e0543149efa1253f485cd845bb7ee54df16c9617b8a893650ab84b4acb6",
+                "sha256:9257b468badc3d347e146a4faa268ff229039d4c2d176ab0cffb4c4fbc73d5d9"
             ],
             "index": "pypi",
-            "version": "==13.5.2"
+            "version": "==13.5.3"
         },
         "rsa": {
             "hashes": [
@@ -1493,11 +1496,11 @@
         },
         "sentry-sdk": {
             "hashes": [
-                "sha256:2e53ad63f96bb9da6570ba2e755c267e529edcf58580a2c0d2a11ef26e1e678b",
-                "sha256:7dc873b87e1faf4d00614afd1058bfa1522942f33daef8a59f90de8ed75cd10c"
+                "sha256:64a7141005fb775b9db298a30de93e3b83e0ddd1232dc6f36eb38aebc1553291",
+                "sha256:6de2e88304873484207fed836388e422aeff000609b104c802749fd89d56ba5b"
             ],
             "index": "pypi",
-            "version": "==1.30.0"
+            "version": "==1.31.0"
         },
         "six": {
             "hashes": [
@@ -1560,11 +1563,11 @@
         },
         "sqlite-utils": {
             "hashes": [
-                "sha256:8f6fe7f8d12772cd5cf4594703a98dcd0c37c0fd6820dd20541ba74b9fca363a",
-                "sha256:d95591db18716ce7eac9a6359f4958598944d9e6640ccc42a2be6ab8456edddf"
+                "sha256:58da19f64b37fd47e33158ac4dadf2616701cd17d825a1625866d04647f72805",
+                "sha256:e0f03e6976b05bdb7a5c56454971a0e980fc16dbfd3512bbd3bdcac4f0e4370e"
             ],
             "index": "pypi",
-            "version": "==3.35"
+            "version": "==3.35.1"
         },
         "sqlparse": {
             "hashes": [
@@ -1752,37 +1755,21 @@
             "markers": "python_version >= '3.6'",
             "version": "==0.7.13"
         },
-        "ansible-compat": {
-            "hashes": [
-                "sha256:7560e511a660e286c4e8777d82e25990526e45601c37b872c1b64a62126239a5",
-                "sha256:f58135f5d123e08fdb7e11849b82945e1900f8c899ba0859d4b41b25c76ca955"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==4.1.8"
-        },
         "ansible-core": {
             "hashes": [
-                "sha256:261bc01a15274fc5a6950d5b92b9aa1b7d7c6e8f7543c914505e5bfd9744793a",
-                "sha256:bc2f5ab74e1c81609aaa9bc8f7f92d939d8e1c847923290301231bdf4dadc812"
+                "sha256:51ce7c363e619e82e9b8cd3af72ffe75a9567a92687b9cc639dba0cfd30397f3",
+                "sha256:5923c586dbb92b3661aaa4d70a2ccc2216db21079c6f9b517f05f4f876934be4"
             ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.15.3"
+            "markers": "python_version < '3.9'",
+            "version": "==2.13.12"
         },
         "ansible-lint": {
             "hashes": [
-                "sha256:2c5dc2553604503cf46af91226f92394849833bf20bd4d3a170866e1c3a02779",
-                "sha256:54744ee7f8fd0ec38051f0b6df2153523939a391ee4bb48f0885b5fcdd82f9b9"
+                "sha256:419b1a2c8523fbe0c0e8a6c51a5c41a692badb5a530e880a9050ac3a69c3fde3",
+                "sha256:435c12b4fd88da815af6821f3bf8b04ebb651811da89a11c9d190baff21badaa"
             ],
             "index": "pypi",
-            "version": "==6.18.0"
-        },
-        "appnope": {
-            "hashes": [
-                "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24",
-                "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"
-            ],
-            "markers": "sys_platform == 'darwin'",
-            "version": "==0.1.3"
+            "version": "==6.13.1"
         },
         "appnope": {
             "hashes": [
@@ -1838,6 +1825,28 @@
             ],
             "version": "==0.2.0"
         },
+        "backports.zoneinfo": {
+            "hashes": [
+                "sha256:17746bd546106fa389c51dbea67c8b7c8f0d14b5526a579ca6ccf5ed72c526cf",
+                "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328",
+                "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546",
+                "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6",
+                "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570",
+                "sha256:7b0a64cda4145548fed9efc10322770f929b944ce5cee6c0dfe0c87bf4c0c8c9",
+                "sha256:8439c030a11780786a2002261569bdf362264f605dfa4d65090b64b05c9f79a7",
+                "sha256:8961c0f32cd0336fb8e8ead11a1f8cd99ec07145ec2931122faaac1c8f7fd987",
+                "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722",
+                "sha256:a76b38c52400b762e48131494ba26be363491ac4f9a04c1b7e92483d169f6582",
+                "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc",
+                "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b",
+                "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1",
+                "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08",
+                "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac",
+                "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"
+            ],
+            "markers": "python_version < '3.9'",
+            "version": "==0.2.1"
+        },
         "beautifulsoup4": {
             "hashes": [
                 "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da",
@@ -2057,92 +2066,91 @@
             "version": "==0.4.4"
         },
         "coverage": {
-            "extras": [],
-            "hashes": [
-                "sha256:07ea61bcb179f8f05ffd804d2732b09d23a1238642bf7e51dad62082b5019b34",
-                "sha256:1084393c6bda8875c05e04fce5cfe1301a425f758eb012f010eab586f1f3905e",
-                "sha256:13c6cbbd5f31211d8fdb477f0f7b03438591bdd077054076eec362cf2207b4a7",
-                "sha256:211a4576e984f96d9fce61766ffaed0115d5dab1419e4f63d6992b480c2bd60b",
-                "sha256:2d22172f938455c156e9af2612650f26cceea47dc86ca048fa4e0b2d21646ad3",
-                "sha256:34f9f0763d5fa3035a315b69b428fe9c34d4fc2f615262d6be3d3bf3882fb985",
-                "sha256:3558e5b574d62f9c46b76120a5c7c16c4612dc2644c3d48a9f4064a705eaee95",
-                "sha256:36ce5d43a072a036f287029a55b5c6a0e9bd73db58961a273b6dc11a2c6eb9c2",
-                "sha256:37d5576d35fcb765fca05654f66aa71e2808d4237d026e64ac8b397ffa66a56a",
-                "sha256:3c9834d5e3df9d2aba0275c9f67989c590e05732439b3318fa37a725dff51e74",
-                "sha256:438856d3f8f1e27f8e79b5410ae56650732a0dcfa94e756df88c7e2d24851fcd",
-                "sha256:477c9430ad5d1b80b07f3c12f7120eef40bfbf849e9e7859e53b9c93b922d2af",
-                "sha256:49ab200acf891e3dde19e5aa4b0f35d12d8b4bd805dc0be8792270c71bd56c54",
-                "sha256:49dbb19cdcafc130f597d9e04a29d0a032ceedf729e41b181f51cd170e6ee865",
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-                "sha256:4eddd3153d02204f22aef0825409091a91bf2a20bce06fe0f638f5c19a85de54",
-                "sha256:5247bab12f84a1d608213b96b8af0cbb30d090d705b6663ad794c2f2a5e5b9fe",
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-                "sha256:56afbf41fa4a7b27f6635bc4289050ac3ab7951b8a821bca46f5b024500e6321",
-                "sha256:59777652e245bb1e300e620ce2bef0d341945842e4eb888c23a7f1d9e143c446",
-                "sha256:60f64e2007c9144375dd0f480a54d6070f00bb1a28f65c408370544091c9bc9e",
-                "sha256:63c5b8ecbc3b3d5eb3a9d873dec60afc0cd5ff9d9f1c75981d8c31cfe4df8527",
-                "sha256:68d8a0426b49c053013e631c0cdc09b952d857efa8f68121746b339912d27a12",
-                "sha256:74c160285f2dfe0acf0f72d425f3e970b21b6de04157fc65adc9fd07ee44177f",
-                "sha256:7a9baf8e230f9621f8e1d00c580394a0aa328fdac0df2b3f8384387c44083c0f",
-                "sha256:7df91fb24c2edaabec4e0eee512ff3bc6ec20eb8dccac2e77001c1fe516c0c84",
-                "sha256:7f297e0c1ae55300ff688568b04ff26b01c13dfbf4c9d2b7d0cb688ac60df479",
-                "sha256:80501d1b2270d7e8daf1b64b895745c3e234289e00d5f0e30923e706f110334e",
-                "sha256:85b7335c22455ec12444cec0d600533a238d6439d8d709d545158c1208483873",
-                "sha256:887665f00ea4e488501ba755a0e3c2cfd6278e846ada3185f42d391ef95e7e70",
-                "sha256:8f39c49faf5344af36042b293ce05c0d9004270d811c7080610b3e713251c9b0",
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@@ -2228,19 +2236,19 @@
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@@ -2260,11 +2268,11 @@
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@@ -2292,11 +2300,11 @@
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@@ -2324,11 +2332,11 @@
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@@ -2356,11 +2364,11 @@
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         "jsonschema-specifications": {
             "hashes": [
@@ -2580,6 +2588,14 @@
             ],
             "version": "==0.7.5"
         },
+        "pkgutil-resolve-name": {
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+                "sha256:ca27cc078d25c5ad71a9de0a7a330146c4e014c2462d9af19c6b828280649c5e"
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@@ -2729,6 +2745,13 @@
             "index": "pypi",
             "version": "==2.8.2"
         },
+        "pytz": {
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+                "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b",
+                "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"
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@@ -2803,121 +2826,121 @@
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