diff --git a/Pipfile b/Pipfile
index 0980c73..427656f 100644
--- a/Pipfile
+++ b/Pipfile
@@ -12,7 +12,7 @@ requests-mock = "==1.12.1"
 boto3 = "==1.34.131"
 # required in circleci context.
 numpy = "==1.26.4"
-pandas = "==2.1.4"
+pandas = "==2.2.3"
 
 [packages]
 
diff --git a/Pipfile.lock b/Pipfile.lock
index 432a638..0b36dd0 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "d984f68a3f48889d4501079a70ed34a5d35ddaa57e6ab4fdea00d7d123ad1d00"
+            "sha256": "beb38a782a6add444d2e0ff7ffcf59d361430a063c4b8d8896477de307701e98"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -1467,35 +1467,52 @@
         },
         "pandas": {
             "hashes": [
-                "sha256:00028e6737c594feac3c2df15636d73ace46b8314d236100b57ed7e4b9ebe8d9",
-                "sha256:0aa6e92e639da0d6e2017d9ccff563222f4eb31e4b2c3cf32a2a392fc3103c0d",
-                "sha256:1ebfd771110b50055712b3b711b51bee5d50135429364d0498e1213a7adc2be8",
-                "sha256:294d96cfaf28d688f30c918a765ea2ae2e0e71d3536754f4b6de0ea4a496d034",
-                "sha256:3f06bda01a143020bad20f7a85dd5f4a1600112145f126bc9e3e42077c24ef34",
-                "sha256:426dc0f1b187523c4db06f96fb5c8d1a845e259c99bda74f7de97bd8a3bb3139",
-                "sha256:45d63d2a9b1b37fa6c84a68ba2422dc9ed018bdaa668c7f47566a01188ceeec1",
-                "sha256:482d5076e1791777e1571f2e2d789e940dedd927325cc3cb6d0800c6304082f6",
-                "sha256:6b728fb8deba8905b319f96447a27033969f3ea1fea09d07d296c9030ab2ed1d",
-                "sha256:8a706cfe7955c4ca59af8c7a0517370eafbd98593155b48f10f9811da440248b",
-                "sha256:8ea107e0be2aba1da619cc6ba3f999b2bfc9669a83554b1904ce3dd9507f0860",
-                "sha256:ab5796839eb1fd62a39eec2916d3e979ec3130509930fea17fe6f81e18108f6a",
-                "sha256:b0513a132a15977b4a5b89aabd304647919bc2169eac4c8536afb29c07c23540",
-                "sha256:b7d852d16c270e4331f6f59b3e9aa23f935f5c4b0ed2d0bc77637a8890a5d092",
-                "sha256:bd7d5f2f54f78164b3d7a40f33bf79a74cdee72c31affec86bfcabe7e0789821",
-                "sha256:bdec823dc6ec53f7a6339a0e34c68b144a7a1fd28d80c260534c39c62c5bf8c9",
-                "sha256:d2d3e7b00f703aea3945995ee63375c61b2e6aa5aa7871c5d622870e5e137623",
-                "sha256:d65148b14788b3758daf57bf42725caa536575da2b64df9964c563b015230984",
-                "sha256:d797591b6846b9db79e65dc2d0d48e61f7db8d10b2a9480b4e3faaddc421a171",
-                "sha256:dc9bf7ade01143cddc0074aa6995edd05323974e6e40d9dbde081021ded8510e",
-                "sha256:e9f17f2b6fc076b2a0078862547595d66244db0f41bf79fc5f64a5c4d635bead",
-                "sha256:edbaf9e8d3a63a9276d707b4d25930a262341bca9874fcb22eff5e3da5394732",
-                "sha256:f237e6ca6421265643608813ce9793610ad09b40154a3344a088159590469e46",
-                "sha256:f69b0c9bb174a2342818d3e2778584e18c740d56857fc5cdb944ec8bbe4082cf",
-                "sha256:fcb68203c833cc735321512e13861358079a96c174a61f5116a1de89c58c0ef7"
+                "sha256:062309c1b9ea12a50e8ce661145c6aab431b1e99530d3cd60640e255778bd43a",
+                "sha256:15c0e1e02e93116177d29ff83e8b1619c93ddc9c49083f237d4312337a61165d",
+                "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5",
+                "sha256:1db71525a1538b30142094edb9adc10be3f3e176748cd7acc2240c2f2e5aa3a4",
+                "sha256:22a9d949bfc9a502d320aa04e5d02feab689d61da4e7764b62c30b991c42c5f0",
+                "sha256:29401dbfa9ad77319367d36940cd8a0b3a11aba16063e39632d98b0e931ddf32",
+                "sha256:31d0ced62d4ea3e231a9f228366919a5ea0b07440d9d4dac345376fd8e1477ea",
+                "sha256:3508d914817e153ad359d7e069d752cdd736a247c322d932eb89e6bc84217f28",
+                "sha256:37e0aced3e8f539eccf2e099f65cdb9c8aa85109b0be6e93e2baff94264bdc6f",
+                "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348",
+                "sha256:38cf8125c40dae9d5acc10fa66af8ea6fdf760b2714ee482ca691fc66e6fcb18",
+                "sha256:3b71f27954685ee685317063bf13c7709a7ba74fc996b84fc6821c59b0f06468",
+                "sha256:3fc6873a41186404dad67245896a6e440baacc92f5b716ccd1bc9ed2995ab2c5",
+                "sha256:4850ba03528b6dd51d6c5d273c46f183f39a9baf3f0143e566b89450965b105e",
+                "sha256:4f18ba62b61d7e192368b84517265a99b4d7ee8912f8708660fb4a366cc82667",
+                "sha256:56534ce0746a58afaf7942ba4863e0ef81c9c50d3f0ae93e9497d6a41a057645",
+                "sha256:59ef3764d0fe818125a5097d2ae867ca3fa64df032331b7e0917cf5d7bf66b13",
+                "sha256:5dbca4c1acd72e8eeef4753eeca07de9b1db4f398669d5994086f788a5d7cc30",
+                "sha256:5de54125a92bb4d1c051c0659e6fcb75256bf799a732a87184e5ea503965bce3",
+                "sha256:61c5ad4043f791b61dd4752191d9f07f0ae412515d59ba8f005832a532f8736d",
+                "sha256:6374c452ff3ec675a8f46fd9ab25c4ad0ba590b71cf0656f8b6daa5202bca3fb",
+                "sha256:63cc132e40a2e084cf01adf0775b15ac515ba905d7dcca47e9a251819c575ef3",
+                "sha256:66108071e1b935240e74525006034333f98bcdb87ea116de573a6a0dccb6c039",
+                "sha256:6dfcb5ee8d4d50c06a51c2fffa6cff6272098ad6540aed1a76d15fb9318194d8",
+                "sha256:7c2875855b0ff77b2a64a0365e24455d9990730d6431b9e0ee18ad8acee13dbd",
+                "sha256:7eee9e7cea6adf3e3d24e304ac6b8300646e2a5d1cd3a3c2abed9101b0846761",
+                "sha256:800250ecdadb6d9c78eae4990da62743b857b470883fa27f652db8bdde7f6659",
+                "sha256:86976a1c5b25ae3f8ccae3a5306e443569ee3c3faf444dfd0f41cda24667ad57",
+                "sha256:8cd6d7cc958a3910f934ea8dbdf17b2364827bb4dafc38ce6eef6bb3d65ff09c",
+                "sha256:99df71520d25fade9db7c1076ac94eb994f4d2673ef2aa2e86ee039b6746d20c",
+                "sha256:a5a1595fe639f5988ba6a8e5bc9649af3baf26df3998a0abe56c02609392e0a4",
+                "sha256:ad5b65698ab28ed8d7f18790a0dc58005c7629f227be9ecc1072aa74c0c1d43a",
+                "sha256:b1d432e8d08679a40e2a6d8b2f9770a5c21793a6f9f47fdd52c5ce1948a5a8a9",
+                "sha256:b8661b0238a69d7aafe156b7fa86c44b881387509653fdf857bebc5e4008ad42",
+                "sha256:ba96630bc17c875161df3818780af30e43be9b166ce51c9a18c1feae342906c2",
+                "sha256:bc6b93f9b966093cb0fd62ff1a7e4c09e6d546ad7c1de191767baffc57628f39",
+                "sha256:c124333816c3a9b03fbeef3a9f230ba9a737e9e5bb4060aa2107a86cc0a497fc",
+                "sha256:cd8d0c3be0515c12fed0bdbae072551c8b54b7192c7b1fda0ba56059a0179698",
+                "sha256:d9c45366def9a3dd85a6454c0e7908f2b3b8e9c138f5dc38fed7ce720d8453ed",
+                "sha256:f00d1345d84d8c86a63e476bb4955e46458b304b9575dcf71102b5c705320015",
+                "sha256:f3a255b2c19987fbbe62a9dfd6cff7ff2aa9ccab3fc75218fd4b7530f01efa24",
+                "sha256:fffb8ae78d8af97f849404f21411c95062db1496aeb3e56f146f0355c9989319"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.9'",
-            "version": "==2.1.4"
+            "version": "==2.2.3"
         },
         "pathspec": {
             "hashes": [
@@ -1712,7 +1729,7 @@
                 "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3",
                 "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.9.0.post0"
         },
         "python-nvd3": {
@@ -2084,7 +2101,7 @@
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
                 "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.16.0"
         },
         "sniffio": {