diff --git a/Pipfile b/Pipfile
index 4a9e2b8..45b52a4 100644
--- a/Pipfile
+++ b/Pipfile
@@ -4,7 +4,7 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
-pandas = "==1.3.4"
+pandas = "==1.5.1"
 numpy = "==1.21.4"
 
 [dev-packages]
diff --git a/Pipfile.lock b/Pipfile.lock
index 23f587c..c15c8dc 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "a49db88a35758611c83dee291728f645a094bf35bcfa02bae2691fb0aae5bd92"
+            "sha256": "dc398e30b7616877dd8c2b7004cc9b27baa6351abde56744e89fe31d3e40d3cb"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -54,33 +54,36 @@
         },
         "pandas": {
             "hashes": [
-                "sha256:003ba92db58b71a5f8add604a17a059f3068ef4e8c0c365b088468d0d64935fd",
-                "sha256:10e10a2527db79af6e830c3d5842a4d60383b162885270f8cffc15abca4ba4a9",
-                "sha256:22808afb8f96e2269dcc5b846decacb2f526dd0b47baebc63d913bf847317c8f",
-                "sha256:2d1dc09c0013d8faa7474574d61b575f9af6257ab95c93dcf33a14fd8d2c1bab",
-                "sha256:35c77609acd2e4d517da41bae0c11c70d31c87aae8dd1aabd2670906c6d2c143",
-                "sha256:372d72a3d8a5f2dbaf566a5fa5fa7f230842ac80f29a931fb4b071502cf86b9a",
-                "sha256:42493f8ae67918bf129869abea8204df899902287a7f5eaf596c8e54e0ac7ff4",
-                "sha256:4acc28364863127bca1029fb72228e6f473bb50c32e77155e80b410e2068eeac",
-                "sha256:5298a733e5bfbb761181fd4672c36d0c627320eb999c59c65156c6a90c7e1b4f",
-                "sha256:5ba0aac1397e1d7b654fccf263a4798a9e84ef749866060d19e577e927d66e1b",
-                "sha256:9707bdc1ea9639c886b4d3be6e2a45812c1ac0c2080f94c31b71c9fa35556f9b",
-                "sha256:a2aa18d3f0b7d538e21932f637fbfe8518d085238b429e4790a35e1e44a96ffc",
-                "sha256:a388960f979665b447f0847626e40f99af8cf191bce9dc571d716433130cb3a7",
-                "sha256:a51528192755f7429c5bcc9e80832c517340317c861318fea9cea081b57c9afd",
-                "sha256:b528e126c13816a4374e56b7b18bfe91f7a7f6576d1aadba5dee6a87a7f479ae",
-                "sha256:c1aa4de4919358c5ef119f6377bc5964b3a7023c23e845d9db7d9016fa0c5b1c",
-                "sha256:c2646458e1dce44df9f71a01dc65f7e8fa4307f29e5c0f2f92c97f47a5bf22f5",
-                "sha256:c2f44425594ae85e119459bb5abb0748d76ef01d9c08583a667e3339e134218e",
-                "sha256:d47750cf07dee6b55d8423471be70d627314277976ff2edd1381f02d52dbadf9",
-                "sha256:d99d2350adb7b6c3f7f8f0e5dfb7d34ff8dd4bc0a53e62c445b7e43e163fce63",
-                "sha256:dd324f8ee05925ee85de0ea3f0d66e1362e8c80799eb4eb04927d32335a3e44a",
-                "sha256:eaca36a80acaacb8183930e2e5ad7f71539a66805d6204ea88736570b2876a7b",
-                "sha256:f567e972dce3bbc3a8076e0b675273b4a9e8576ac629149cf8286ee13c259ae5",
-                "sha256:fe48e4925455c964db914b958f6e7032d285848b7538a5e1b19aeb26ffaea3ec"
+                "sha256:04e51b01d5192499390c0015630975f57836cc95c7411415b499b599b05c0c96",
+                "sha256:05c527c64ee02a47a24031c880ee0ded05af0623163494173204c5b72ddce658",
+                "sha256:0a78e05ec09731c5b3bd7a9805927ea631fe6f6cb06f0e7c63191a9a778d52b4",
+                "sha256:17da7035d9e6f9ea9cdc3a513161f8739b8f8489d31dc932bc5a29a27243f93d",
+                "sha256:249cec5f2a5b22096440bd85c33106b6102e0672204abd2d5c014106459804ee",
+                "sha256:2c25e5c16ee5c0feb6cf9d982b869eec94a22ddfda9aa2fbed00842cbb697624",
+                "sha256:32e3d9f65606b3f6e76555bfd1d0b68d94aff0929d82010b791b6254bf5a4b96",
+                "sha256:36aa1f8f680d7584e9b572c3203b20d22d697c31b71189322f16811d4ecfecd3",
+                "sha256:5b0c970e2215572197b42f1cff58a908d734503ea54b326412c70d4692256391",
+                "sha256:5cee0c74e93ed4f9d39007e439debcaadc519d7ea5c0afc3d590a3a7b2edf060",
+                "sha256:669c8605dba6c798c1863157aefde959c1796671ffb342b80fcb80a4c0bc4c26",
+                "sha256:66a1ad667b56e679e06ba73bb88c7309b3f48a4c279bd3afea29f65a766e9036",
+                "sha256:683779e5728ac9138406c59a11e09cd98c7d2c12f0a5fc2b9c5eecdbb4a00075",
+                "sha256:6bb391659a747cf4f181a227c3e64b6d197100d53da98dcd766cc158bdd9ec68",
+                "sha256:81f0674fa50b38b6793cd84fae5d67f58f74c2d974d2cb4e476d26eee33343d0",
+                "sha256:927e59c694e039c75d7023465d311277a1fc29ed7236b5746e9dddf180393113",
+                "sha256:932d2d7d3cab44cfa275601c982f30c2d874722ef6396bb539e41e4dc4618ed4",
+                "sha256:a52419d9ba5906db516109660b114faf791136c94c1a636ed6b29cbfff9187ee",
+                "sha256:b156a971bc451c68c9e1f97567c94fd44155f073e3bceb1b0d195fd98ed12048",
+                "sha256:bcf1a82b770b8f8c1e495b19a20d8296f875a796c4fe6e91da5ef107f18c5ecb",
+                "sha256:cb2a9cf1150302d69bb99861c5cddc9c25aceacb0a4ef5299785d0f5389a3209",
+                "sha256:d8c709f4700573deb2036d240d140934df7e852520f4a584b2a8d5443b71f54d",
+                "sha256:db45b94885000981522fb92349e6b76f5aee0924cc5315881239c7859883117d",
+                "sha256:ddf46b940ef815af4e542697eaf071f0531449407a7607dd731bf23d156e20a7",
+                "sha256:e675f8fe9aa6c418dc8d3aac0087b5294c1a4527f1eacf9fe5ea671685285454",
+                "sha256:eb7e8cf2cf11a2580088009b43de84cabbf6f5dae94ceb489f28dba01a17cb77",
+                "sha256:f340331a3f411910adfb4bbe46c2ed5872d9e473a783d7f14ecf49bc0869c594"
             ],
             "index": "pypi",
-            "version": "==1.3.4"
+            "version": "==1.5.1"
         },
         "python-dateutil": {
             "hashes": [
@@ -92,10 +95,9 @@
         },
         "pytz": {
             "hashes": [
-                "sha256:3672058bc3453457b622aab7a1c3bfd5ab0bdae451512f6cf25f64ed37f5b87c",
-                "sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326"
+                "sha256:335ab46900b1465e714b4fda4963d87363264eb662aab5e65da039c25f1f5b22"
             ],
-            "version": "==2021.3"
+            "version": "==2022.5"
         },
         "six": {
             "hashes": [
@@ -109,19 +111,19 @@
     "develop": {
         "astroid": {
             "hashes": [
-                "sha256:0755c998e7117078dcb7d0bda621391dd2a85da48052d948c7411ab187325346",
-                "sha256:1e83a69fd51b013ebf5912d26b9338d6643a55fec2f20c787792680610eed4a2"
+                "sha256:5f6f75e45f15290e73b56f9dfde95b4bf96382284cde406ef4203e928335a495",
+                "sha256:cd8326b424c971e7d87678609cf6275d22028afd37d6ac59c16d47f1245882f6"
             ],
             "markers": "python_version ~= '3.6'",
-            "version": "==2.8.4"
+            "version": "==2.8.6"
         },
         "attrs": {
             "hashes": [
-                "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1",
-                "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb"
+                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
+                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==21.2.0"
+            "markers": "python_version >= '3.5'",
+            "version": "==22.1.0"
         },
         "black": {
             "hashes": [
@@ -133,147 +135,168 @@
         },
         "bleach": {
             "hashes": [
-                "sha256:0900d8b37eba61a802ee40ac0061f8c2b5dee29c1927dd1d233e075ebf5a71da",
-                "sha256:4d2651ab93271d1129ac9cbc679f524565cc8a1b791909c4a51eac4446a15994"
+                "sha256:085f7f33c15bd408dd9b17a4ad77c577db66d76203e5984b1bd59baeee948b2a",
+                "sha256:0d03255c47eb9bd2f26aa9bb7f2107732e7e8fe195ca2f64709fcf3b0a4a085c"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==4.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.0.1"
         },
         "certifi": {
             "hashes": [
-                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
-                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
+                "sha256:0d9c601124e5a6ba9712dbc60d9c53c21e34f5f641fe83002317394311bdce14",
+                "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"
             ],
-            "version": "==2021.10.8"
+            "markers": "python_version >= '3.6'",
+            "version": "==2022.9.24"
         },
         "cffi": {
             "hashes": [
-                "sha256:00c878c90cb53ccfaae6b8bc18ad05d2036553e6d9d1d9dbcf323bbe83854ca3",
-                "sha256:0104fb5ae2391d46a4cb082abdd5c69ea4eab79d8d44eaaf79f1b1fd806ee4c2",
-                "sha256:06c48159c1abed75c2e721b1715c379fa3200c7784271b3c46df01383b593636",
-                "sha256:0808014eb713677ec1292301ea4c81ad277b6cdf2fdd90fd540af98c0b101d20",
-                "sha256:10dffb601ccfb65262a27233ac273d552ddc4d8ae1bf93b21c94b8511bffe728",
-                "sha256:14cd121ea63ecdae71efa69c15c5543a4b5fbcd0bbe2aad864baca0063cecf27",
-                "sha256:17771976e82e9f94976180f76468546834d22a7cc404b17c22df2a2c81db0c66",
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-                "sha256:ef1f279350da2c586a69d32fc8733092fd32cc8ac95139a00377841f59a3f8d8",
-                "sha256:f54a64f8b0c8ff0b64d18aa76675262e1700f3995182267998c31ae974fbc382",
-                "sha256:f5c7150ad32ba43a07c4479f40241756145a1f03b43480e058cfd862bf5041c7",
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-                "sha256:fd8a250edc26254fe5b33be00402e6d287f562b6a5b2152dec302fa15bb3e997",
-                "sha256:ffaa5c925128e29efbde7301d8ecaf35c8c60ffbcd6a1ffd3a552177c8e5e796"
-            ],
-            "version": "==1.15.0"
+                "sha256:00a9ed42e88df81ffae7a8ab6d9356b371399b91dbdf0c3cb1e84c03a13aceb5",
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+                "sha256:173379135477dc8cac4bc58f45db08ab45d228b3363adb7af79436135d028405",
+                "sha256:198caafb44239b60e252492445da556afafc7d1e3ab7a1fb3f0584ef6d742375",
+                "sha256:1e74c6b51a9ed6589199c787bf5f9875612ca4a8a0785fb2d4a84429badaf22a",
+                "sha256:2012c72d854c2d03e45d06ae57f40d78e5770d252f195b93f581acf3ba44496e",
+                "sha256:21157295583fe8943475029ed5abdcf71eb3911894724e360acff1d61c1d54bc",
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+                "sha256:30d78fbc8ebf9c92c9b7823ee18eb92f2e6ef79b45ac84db507f52fbe3ec4497",
+                "sha256:320dab6e7cb2eacdf0e658569d2575c4dad258c0fcc794f46215e1e39f90f2c3",
+                "sha256:33ab79603146aace82c2427da5ca6e58f2b3f2fb5da893ceac0c42218a40be35",
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+                "sha256:4289fc34b2f5316fbb762d75362931e351941fa95fa18789191b33fc4cf9504a",
+                "sha256:470c103ae716238bbe698d67ad020e1db9d9dba34fa5a899b5e21577e6d52ed2",
+                "sha256:4f2c9f67e9821cad2e5f480bc8d83b8742896f1242dba247911072d4fa94c192",
+                "sha256:50a74364d85fd319352182ef59c5c790484a336f6db772c1a9231f1c3ed0cbd7",
+                "sha256:54a2db7b78338edd780e7ef7f9f6c442500fb0d41a5a4ea24fff1c929d5af585",
+                "sha256:5635bd9cb9731e6d4a1132a498dd34f764034a8ce60cef4f5319c0541159392f",
+                "sha256:59c0b02d0a6c384d453fece7566d1c7e6b7bae4fc5874ef2ef46d56776d61c9e",
+                "sha256:5d598b938678ebf3c67377cdd45e09d431369c3b1a5b331058c338e201f12b27",
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@@ -341,6 +387,14 @@
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@@ -350,33 +404,35 @@
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@@ -396,19 +452,19 @@
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             "markers": "sys_platform == 'linux'",
-            "version": "==3.3.1"
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@@ -551,19 +658,19 @@
         },
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@@ -575,20 +682,19 @@
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@@ -664,11 +770,11 @@
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         }
     }
 }