diff --git a/Pipfile.lock b/Pipfile.lock
index ceabec4d..a02319ab 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "9bf682ff9b875f12f2b9a66db661abde3bb50d19860338427b0e710dec0c084d"
+            "sha256": "d8bd2400f4033b6b1de2a8ea04ec4e0fb9da66d94ee61f80542f21ed53e04681"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -15,30 +15,190 @@
             }
         ]
     },
-    "default": {},
+    "default": {
+        "jmespath": {
+            "hashes": [
+                "sha256:b85d0567b8666149a93172712e68920734333c0ce7e89b78b3e987f71e5ed4f9",
+                "sha256:cdf6525904cc597730141d61b36f2e4b8ecc257c420fa2f4549bac2c2d0cb72f"
+            ],
+            "index": "pypi",
+            "version": "==0.10.0"
+        },
+        "numpy": {
+            "hashes": [
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+                "sha256:11a1f3816ea82eed4178102c56281782690ab5993251fdfd75039aad4d20385f",
+                "sha256:2762331de395739c91f1abb88041f94a080cb1143aeec791b3b223976228af3f",
+                "sha256:283d9de87c0133ef98f93dfc09fad3fb382f2a15580de75c02b5bb36a5a159a5",
+                "sha256:3d22662b4b10112c545c91a0741f2436f8ca979ab3d69d03d19322aa970f9695",
+                "sha256:41388e32e40b41dd56eb37fcaa7488b2b47b0adf77c66154d6b89622c110dfe9",
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+                "sha256:47ee7a839f5885bc0c63a74aabb91f6f40d7d7b639253768c4199b37aede7982",
+                "sha256:5a311ee4d983c487a0ab546708edbdd759393a3dc9cd30305170149fedd23c88",
+                "sha256:5dc65644f75a4c2970f21394ad8bea1a844104f0fe01f278631be1c7eae27226",
+                "sha256:6ed0d073a9c54ac40c41a9c2d53fcc3d4d4ed607670b9e7b0de1ba13b4cbfe6f",
+                "sha256:76ba7c40e80f9dc815c5e896330700fd6e20814e69da9c1267d65a4d051080f1",
+                "sha256:818b9be7900e8dc23e013a92779135623476f44a0de58b40c32a15368c01d471",
+                "sha256:a024181d7aef0004d76fb3bce2a4c9f2e67a609a9e2a6ff2571d30e9976aa383",
+                "sha256:a955e4128ac36797aaffd49ab44ec74a71c11d6938df83b1285492d277db5397",
+                "sha256:a97a954a8c2f046d3817c2bce16e3c7e9a9c2afffaf0400f5c16df5172a67c9c",
+                "sha256:a97e82c39d9856fe7d4f9b86d8a1e66eff99cf3a8b7ba48202f659703d27c46f",
+                "sha256:b55b953a1bdb465f4dc181758570d321db4ac23005f90ffd2b434cc6609a63dd",
+                "sha256:bb02929b0d6bfab4c48a79bd805bd7419114606947ec8284476167415171f55b",
+                "sha256:bece0a4a49e60e472a6d1f70ac6cdea00f9ab80ff01132f96bd970cdd8a9e5a9",
+                "sha256:e41e8951749c4b5c9a2dc5fdbc1a4eec6ab2a140fdae9b460b0f557eed870f4d",
+                "sha256:f71d57cc8645f14816ae249407d309be250ad8de93ef61d9709b45a0ddf4050c"
+            ],
+            "index": "pypi",
+            "version": "==1.22.0"
+        },
+        "pandas": {
+            "hashes": [
+                "sha256:167693a80abc8eb28051fbd184c1b7afd13ce2c727a5af47b048f1ea3afefff4",
+                "sha256:2111c25e69fa9365ba80bbf4f959400054b2771ac5d041ed19415a8b488dc70a",
+                "sha256:298f0553fd3ba8e002c4070a723a59cdb28eda579f3e243bc2ee397773f5398b",
+                "sha256:2b063d41803b6a19703b845609c0b700913593de067b552a8b24dd8eeb8c9895",
+                "sha256:2cb7e8f4f152f27dc93f30b5c7a98f6c748601ea65da359af734dd0cf3fa733f",
+                "sha256:52d2472acbb8a56819a87aafdb8b5b6d2b3386e15c95bde56b281882529a7ded",
+                "sha256:612add929bf3ba9d27b436cc8853f5acc337242d6b584203f207e364bb46cb12",
+                "sha256:649ecab692fade3cbfcf967ff936496b0cfba0af00a55dfaacd82bdda5cb2279",
+                "sha256:68d7baa80c74aaacbed597265ca2308f017859123231542ff8a5266d489e1858",
+                "sha256:8d4c74177c26aadcfb4fd1de6c1c43c2bf822b3e0fc7a9b409eeaf84b3e92aaa",
+                "sha256:971e2a414fce20cc5331fe791153513d076814d30a60cd7348466943e6e909e4",
+                "sha256:9db70ffa8b280bb4de83f9739d514cd0735825e79eef3a61d312420b9f16b758",
+                "sha256:b730add5267f873b3383c18cac4df2527ac4f0f0eed1c6cf37fcb437e25cf558",
+                "sha256:bd659c11a4578af740782288cac141a322057a2e36920016e0fc7b25c5a4b686",
+                "sha256:c601c6fdebc729df4438ec1f62275d6136a0dd14d332fc0e8ce3f7d2aadb4dd6",
+                "sha256:d0877407359811f7b853b548a614aacd7dea83b0c0c84620a9a643f180060950"
+            ],
+            "index": "pypi",
+            "version": "==1.2.4"
+        },
+        "py4j": {
+            "hashes": [
+                "sha256:36ec57f43ff8ced260a18aa9a4e46c3500a730cac8860e259cbaa546c2b9db2f",
+                "sha256:859ba728a7bb43e9c2bf058832759fb97a598bb28cc12f34f5fc4abdec08ede6"
+            ],
+            "version": "==0.10.9"
+        },
+        "pyarrow": {
+            "hashes": [
+                "sha256:04be0f7cb9090bd029b5b53bed628548fef569e5d0b5c6cd7f6d0106dbbc782d",
+                "sha256:0fde9c7a3d5d37f3fe5d18c4ed015e8f585b68b26d72a10d7012cad61afe43ff",
+                "sha256:11517f0b4f4acbab0c37c674b4d1aad3c3dfea0f6b1bb322e921555258101ab3",
+                "sha256:150db335143edd00d3ec669c7c8167d401c4aa0a290749351c80bbf146892b2e",
+                "sha256:24040a20208e9b16ba7b284624ebfe67e40f5c40b5dc8d874da322ac0053f9d3",
+                "sha256:33c457728a1ce825b80aa8c8ed573709f1efe72003d45fa6fdbb444de9cc0b74",
+                "sha256:423cd6a14810f4e40cb76e13d4240040fc1594d69fe1c4f2c70be00ad512ade5",
+                "sha256:5387db80c6a7b5598884bf4df3fc546b3373771ad614548b782e840b71704877",
+                "sha256:5a76ec44af838862b23fb5cfc48765bc7978f7b58a181c96ad92856280de548b",
+                "sha256:5f2660f59dfcfd34adac7c08dc7f615920de703f191066ed6277628975f06878",
+                "sha256:6b7bd8f5aa327cc32a1b9b02a76502851575f5edb110f93c59a45c70211a5618",
+                "sha256:72cf3477538bd8504f14d6299a387cc335444f7a188f548096dfea9533551f02",
+                "sha256:76b75a9cfc572e890a1e000fd532bdd2084ec3f1ee94ee51802a477913a21072",
+                "sha256:a81adbfbe2f6528d4593b5a8962b2751838517401d14e9d4cab6787478802693",
+                "sha256:a968375c66e505f72b421f5864a37f51aad5da61b6396fa283f956e9f2b2b923",
+                "sha256:afd4f7c0a225a326d2c0039cdc8631b5e8be30f78f6b7a3e5ce741cf5dd81c72",
+                "sha256:b05bdd513f045d43228247ef4d9269c88139788e2d566f4cb3e855e282ad0330",
+                "sha256:c2733c9bcd00074ce5497dd0a7b8a10c91d3395ddce322d7021c7fdc4ea6f610",
+                "sha256:d0f080b2d9720bec42624cb0df66f60ae66b84a2ccd1fe2c291322df915ac9db",
+                "sha256:dcd20ee0240a88772eeb5691102c276f5cdec79527fb3a0679af7f93f93cb4bd",
+                "sha256:e1351576877764fb4d5690e4721ce902e987c85f4ab081c70a34e1d24646586e",
+                "sha256:e44dfd7e61c9eb6dda59bc49ad69e77945f6d049185a517c130417e3ca0494d8",
+                "sha256:ee3d87615876550fee9a523307dd4b00f0f44cf47a94a32a07793da307df31a0",
+                "sha256:fa7b165cfa97158c1e6d15c68428317b4f4ae786d1dc2dbab43f1328c1eb43aa",
+                "sha256:fe976695318560a97c6d31bba828eeca28c44c6f6401005e54ba476a28ac0a10"
+            ],
+            "index": "pypi",
+            "version": "==4.0.1"
+        },
+        "pyparsing": {
+            "hashes": [
+                "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1",
+                "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"
+            ],
+            "index": "pypi",
+            "version": "==2.4.7"
+        },
+        "pyspark": {
+            "hashes": [
+                "sha256:39ac641ef5559a3d1286154779fc990316e9934520853615ae4785c1af52d14b"
+            ],
+            "index": "pypi",
+            "version": "==3.1.3"
+        },
+        "python-dateutil": {
+            "hashes": [
+                "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
+                "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.8.2"
+        },
+        "pytz": {
+            "hashes": [
+                "sha256:1d8ce29db189191fb55338ee6d0387d82ab59f3d00eac103412d64e0ebd0c588",
+                "sha256:a151b3abb88eda1d4e34a9814df37de2a80e301e68ba0fd856fb9b46bfbbbffb"
+            ],
+            "version": "==2023.3"
+        },
+        "setuptools": {
+            "hashes": [
+                "sha256:57f6f22bde4e042978bcd50176fdb381d7c21a9efa4041202288d3737a0c6a54",
+                "sha256:a7620757bf984b58deaf32fc8a4577a9bbc0850cf92c20e1ce41c38c19e5fb75"
+            ],
+            "index": "pypi",
+            "version": "==65.6.3"
+        },
+        "six": {
+            "hashes": [
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.16.0"
+        },
+        "wheel": {
+            "hashes": [
+                "sha256:965f5259b566725405b05e7cf774052044b1ed30119b5d586b2703aafe8719ac",
+                "sha256:b60533f3f5d530e971d6737ca6d58681ee434818fab630c83a734bb10c083ce8"
+            ],
+            "index": "pypi",
+            "version": "==0.38.4"
+        }
+    },
     "develop": {
         "alabaster": {
             "hashes": [
-                "sha256:446438bdcca0e05bd45ea2de1668c1d9b032e1a9154c2c259092d77031ddd359",
-                "sha256:a661d72d58e6ea8a57f7a86e37d86716863ee5e92788398526d58b26a4e4dc02"
+                "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3",
+                "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.7.13"
+        },
+        "astroid": {
+            "hashes": [
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+                "sha256:903f024859b7c7687d7a7f3a3f73b17301f8e42dfd9cc9df9d4418172d3e2dbd"
             ],
-            "version": "==0.7.12"
+            "markers": "python_full_version >= '3.7.2'",
+            "version": "==2.15.6"
         },
         "attrs": {
             "hashes": [
-                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
-                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
+                "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04",
+                "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==22.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==23.1.0"
         },
         "babel": {
             "hashes": [
-                "sha256:1ad3eca1c885218f6dce2ab67291178944f810a10a9b5f3cb8382a5a232b64fe",
-                "sha256:5ef4b3226b0180dedded4229651c8b0e1a3a6a2837d45a073272f313e4cf97f6"
+                "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610",
+                "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2.11.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.12.1"
         },
         "backcall": {
             "hashes": [
@@ -49,35 +209,124 @@
         },
         "beautifulsoup4": {
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+                "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da",
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             ],
             "markers": "python_version >= '3.6'",
-            "version": "==4.11.1"
+            "version": "==4.12.2"
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         "bleach": {
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             "markers": "python_version >= '3.7'",
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+            "version": "==6.0.0"
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-            "version": "==2022.12.7"
+            "version": "==0.6.0"
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             "markers": "python_version >= '3.6'",
-            "version": "==2.1.1"
+            "version": "==2023.7.22"
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+            "markers": "python_version >= '3.8'",
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         "decorator": {
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@@ -158,6 +409,14 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
             "version": "==0.7.1"
         },
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@@ -166,20 +425,50 @@
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             "version": "==0.16"
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             "hashes": [
@@ -338,36 +696,45 @@
             "markers": "python_version >= '3.5'",
             "version": "==0.1.6"
         },
+        "mccabe": {
+            "hashes": [
+                "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325",
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+            "version": "==0.7.0"
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+            "markers": "python_version >= '3.7'",
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-            "markers": "python_version >= '3.7'",
-            "version": "==0.7.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==0.8.0"
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-            "markers": "python_version >= '3.7'",
-            "version": "==7.2.6"
+            "markers": "python_version >= '3.8'",
+            "version": "==7.7.3"
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         "nbformat": {
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-            "markers": "python_version >= '3.7'",
-            "version": "==5.7.0"
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+            "version": "==5.9.2"
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@@ -377,42 +744,6 @@
             "index": "pypi",
             "version": "==0.8.6"
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-        "nest-asyncio": {
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@@ -423,33 +754,11 @@
         },
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-            "version": "==1.2.4"
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@@ -467,6 +776,13 @@
             "markers": "python_version >= '3.6'",
             "version": "==0.8.3"
         },
+        "pep8-naming": {
+            "hashes": [
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@@ -484,11 +800,11 @@
         },
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-                "sha256:908c78e6bc29b676ede1c4d57981d490cb892eb45cd8c214ab6298125119e077"
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@@ -500,11 +816,11 @@
         },
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@@ -516,11 +832,19 @@
         },
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-            "markers": "python_full_version >= '3.6.2'",
-            "version": "==3.0.36"
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+            "version": "==3.0.39"
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@@ -537,51 +861,21 @@
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             "version": "==1.11.0"
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@@ -591,56 +885,72 @@
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@@ -761,20 +1136,154 @@
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@@ -785,6 +1294,14 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.16.0"
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@@ -794,11 +1311,11 @@
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@@ -818,11 +1335,11 @@
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@@ -834,11 +1351,11 @@
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@@ -880,30 +1397,54 @@
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             "version": "==0.10.2"
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@@ -919,18 +1460,18 @@
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@@ -944,23 +1485,105 @@
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 }