diff --git a/Pipfile b/Pipfile
index 4a9e2b8..35ca8ca 100644
--- a/Pipfile
+++ b/Pipfile
@@ -5,7 +5,7 @@ name = "pypi"
 
 [packages]
 pandas = "==1.3.4"
-numpy = "==1.21.4"
+numpy = "==1.22.4"
 
 [dev-packages]
 pytest = "==6.2.5"
diff --git a/Pipfile.lock b/Pipfile.lock
index 23f587c..dcc0f3f 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "a49db88a35758611c83dee291728f645a094bf35bcfa02bae2691fb0aae5bd92"
+            "sha256": "a986fe8b7591774f5a11465990391b6b275d04005b1f1a13338c4df6ef0e9a74"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,39 +18,31 @@
     "default": {
         "numpy": {
             "hashes": [
-                "sha256:0b78ecfa070460104934e2caf51694ccd00f37d5e5dbe76f021b1b0b0d221823",
-                "sha256:1247ef28387b7bb7f21caf2dbe4767f4f4175df44d30604d42ad9bd701ebb31f",
-                "sha256:1403b4e2181fc72664737d848b60e65150f272fe5a1c1cbc16145ed43884065a",
-                "sha256:170b2a0805c6891ca78c1d96ee72e4c3ed1ae0a992c75444b6ab20ff038ba2cd",
-                "sha256:2e4ed57f45f0aa38beca2a03b6532e70e548faf2debbeb3291cfc9b315d9be8f",
-                "sha256:32fe5b12061f6446adcbb32cf4060a14741f9c21e15aaee59a207b6ce6423469",
-                "sha256:34f3456f530ae8b44231c63082c8899fe9c983fd9b108c997c4b1c8c2d435333",
-                "sha256:4c9c23158b87ed0e70d9a50c67e5c0b3f75bcf2581a8e34668d4e9d7474d76c6",
-                "sha256:5d95668e727c75b3f5088ec7700e260f90ec83f488e4c0aaccb941148b2cd377",
-                "sha256:615d4e328af7204c13ae3d4df7615a13ff60a49cb0d9106fde07f541207883ca",
-                "sha256:69077388c5a4b997442b843dbdc3a85b420fb693ec8e33020bb24d647c164fa5",
-                "sha256:74b85a17528ca60cf98381a5e779fc0264b4a88b46025e6bcbe9621f46bb3e63",
-                "sha256:81225e58ef5fce7f1d80399575576fc5febec79a8a2742e8ef86d7b03beef49f",
-                "sha256:8890b3360f345e8360133bc078d2dacc2843b6ee6059b568781b15b97acbe39f",
-                "sha256:92aafa03da8658609f59f18722b88f0a73a249101169e28415b4fa148caf7e41",
-                "sha256:9864424631775b0c052f3bd98bc2712d131b3e2cd95d1c0c68b91709170890b0",
-                "sha256:9e6f5f50d1eff2f2f752b3089a118aee1ea0da63d56c44f3865681009b0af162",
-                "sha256:a3deb31bc84f2b42584b8c4001c85d1934dbfb4030827110bc36bfd11509b7bf",
-                "sha256:ad010846cdffe7ec27e3f933397f8a8d6c801a48634f419e3d075db27acf5880",
-                "sha256:b1e2312f5b8843a3e4e8224b2b48fe16119617b8fc0a54df8f50098721b5bed2",
-                "sha256:bc988afcea53e6156546e5b2885b7efab089570783d9d82caf1cfd323b0bb3dd",
-                "sha256:c449eb870616a7b62e097982c622d2577b3dbc800aaf8689254ec6e0197cbf1e",
-                "sha256:c74c699b122918a6c4611285cc2cad4a3aafdb135c22a16ec483340ef97d573c",
-                "sha256:c885bfc07f77e8fee3dc879152ba993732601f1f11de248d4f357f0ffea6a6d4",
-                "sha256:e3c3e990274444031482a31280bf48674441e0a5b55ddb168f3a6db3e0c38ec8",
-                "sha256:e4799be6a2d7d3c33699a6f77201836ac975b2e1b98c2a07f66a38f499cb50ce",
-                "sha256:e6c76a87633aa3fa16614b61ccedfae45b91df2767cf097aa9c933932a7ed1e0",
-                "sha256:e89717274b41ebd568cd7943fc9418eeb49b1785b66031bc8a7f6300463c5898",
-                "sha256:f5162ec777ba7138906c9c274353ece5603646c6965570d82905546579573f73",
-                "sha256:fde96af889262e85aa033f8ee1d3241e32bf36228318a61f1ace579df4e8170d"
+                "sha256:0791fbd1e43bf74b3502133207e378901272f3c156c4df4954cad833b1380207",
+                "sha256:1ce7ab2053e36c0a71e7a13a7475bd3b1f54750b4b433adc96313e127b870887",
+                "sha256:2d487e06ecbf1dc2f18e7efce82ded4f705f4bd0cd02677ffccfb39e5c284c7e",
+                "sha256:37431a77ceb9307c28382c9773da9f306435135fae6b80b62a11c53cfedd8802",
+                "sha256:3e1ffa4748168e1cc8d3cde93f006fe92b5421396221a02f2274aab6ac83b077",
+                "sha256:425b390e4619f58d8526b3dcf656dde069133ae5c240229821f01b5f44ea07af",
+                "sha256:43a8ca7391b626b4c4fe20aefe79fec683279e31e7c79716863b4b25021e0e74",
+                "sha256:4c6036521f11a731ce0648f10c18ae66d7143865f19f7299943c985cdc95afb5",
+                "sha256:59d55e634968b8f77d3fd674a3cf0b96e85147cd6556ec64ade018f27e9479e1",
+                "sha256:64f56fc53a2d18b1924abd15745e30d82a5782b2cab3429aceecc6875bd5add0",
+                "sha256:7228ad13744f63575b3a972d7ee4fd61815b2879998e70930d4ccf9ec721dce0",
+                "sha256:9ce7df0abeabe7fbd8ccbf343dc0db72f68549856b863ae3dd580255d009648e",
+                "sha256:a911e317e8c826ea632205e63ed8507e0dc877dcdc49744584dfc363df9ca08c",
+                "sha256:b89bf9b94b3d624e7bb480344e91f68c1c6c75f026ed6755955117de00917a7c",
+                "sha256:ba9ead61dfb5d971d77b6c131a9dbee62294a932bf6a356e48c75ae684e635b3",
+                "sha256:c1d937820db6e43bec43e8d016b9b3165dcb42892ea9f106c70fb13d430ffe72",
+                "sha256:cc7f00008eb7d3f2489fca6f334ec19ca63e31371be28fd5dad955b16ec285bd",
+                "sha256:d4c5d5eb2ec8da0b4f50c9a843393971f31f1d60be87e0fb0917a49133d257d6",
+                "sha256:e96d7f3096a36c8754207ab89d4b3282ba7b49ea140e4973591852c77d09eb76",
+                "sha256:f0725df166cf4785c0bc4cbfb320203182b1ecd30fee6e541c8752a92df6aa32",
+                "sha256:f3eb268dbd5cfaffd9448113539e44e2dd1c5ca9ce25576f7c04a5453edc26fa",
+                "sha256:fb7a980c81dd932381f8228a426df8aeb70d59bbcda2af075b627bbc50207cba"
             ],
             "index": "pypi",
-            "version": "==1.21.4"
+            "version": "==1.22.4"
         },
         "pandas": {
             "hashes": [
@@ -92,10 +84,10 @@
         },
         "pytz": {
             "hashes": [
-                "sha256:3672058bc3453457b622aab7a1c3bfd5ab0bdae451512f6cf25f64ed37f5b87c",
-                "sha256:acad2d8b20a1af07d4e4c9d2e9285c5ed9104354062f275f3fcd88dcef4f1326"
+                "sha256:1e760e2fe6a8163bc0b3d9a19c4f84342afa0a2affebfaa84b01b978a02ecaa7",
+                "sha256:e68985985296d9a66a881eb3193b0906246245294a881e7c8afe623866ac6a5c"
             ],
-            "version": "==2021.3"
+            "version": "==2022.1"
         },
         "six": {
             "hashes": [
@@ -109,19 +101,19 @@
     "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"
+                "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4",
+                "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==21.2.0"
+            "version": "==21.4.0"
         },
         "black": {
             "hashes": [
@@ -133,18 +125,19 @@
         },
         "bleach": {
             "hashes": [
-                "sha256:0900d8b37eba61a802ee40ac0061f8c2b5dee29c1927dd1d233e075ebf5a71da",
-                "sha256:4d2651ab93271d1129ac9cbc679f524565cc8a1b791909c4a51eac4446a15994"
+                "sha256:08a1fe86d253b5c88c92cc3d810fd8048a16d15762e1e5b74d502256e5926aa1",
+                "sha256:c6d6cc054bdc9c83b48b8083e236e5f00f238428666d2ce2e083eaa5fd568565"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==4.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.0.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
-                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
+                "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d",
+                "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"
             ],
-            "version": "==2021.10.8"
+            "markers": "python_version >= '3.6'",
+            "version": "==2022.6.15"
         },
         "cffi": {
             "hashes": [
@@ -203,77 +196,79 @@
         },
         "charset-normalizer": {
             "hashes": [
-                "sha256:e019de665e2bcf9c2b64e2e5aa025fa991da8720daa3c1138cadd2fd1856aed0",
-                "sha256:f7af805c321bfa1ce6714c51f254e0d5bb5e5834039bc17db7ebe3a4cec9492b"
+                "sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597",
+                "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"
             ],
-            "markers": "python_version >= '3'",
-            "version": "==2.0.7"
+            "markers": "python_version >= '3.5'",
+            "version": "==2.0.12"
         },
         "click": {
             "hashes": [
-                "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3",
-                "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b"
+                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
+                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==8.0.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.3"
         },
         "colorama": {
             "hashes": [
-                "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b",
-                "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"
+                "sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da",
+                "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==0.4.4"
+            "version": "==0.4.5"
         },
         "cryptography": {
             "hashes": [
-                "sha256:07bb7fbfb5de0980590ddfc7f13081520def06dc9ed214000ad4372fb4e3c7f6",
-                "sha256:18d90f4711bf63e2fb21e8c8e51ed8189438e6b35a6d996201ebd98a26abbbe6",
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-                "sha256:eb80e8a1f91e4b7ef8b33041591e6d89b2b8e122d787e87eeb2b08da71bb16ad",
-                "sha256:ebeddd119f526bcf323a89f853afb12e225902a24d29b55fe18dd6fcb2838a76"
+                "sha256:0713bee6c8077786c56bdec9c5d3f099d40d2c862ff3200416f6862e9dd63156",
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+                "sha256:0f9193428a55a4347af2d4fd8141a2002dedbcc26487e67fd2ae19f977ee8afc",
+                "sha256:17c74f7d9e9e9bb7e84521243695c1b4bdc3a0e44ca764e6bcf8f05f3de3d0df",
+                "sha256:190a24c14e91c1fa3101069aac7e77d11c5a73911c3904128367f52946bbb6fd",
+                "sha256:2383d6c3088e863304c37c65cd2ea404b7fbb4886823eab1d74137cc27f3d2ee",
+                "sha256:30d6aabf623a01affc7c0824936c3dde6590076b61f5dd299df3cc2c75fc5915",
+                "sha256:31a7c1f1c2551f013d4294d06e22848e2ccd77825f0987cba3239df6ebf7b020",
+                "sha256:646905ff7a712e415bf0d0f214e0eb669dd2257c4d7a27db1e8baec5d2a1d55f",
+                "sha256:773d5b5f2e2bd2c7cbb1bd24902ad41283c88b9dd463a0f82adc9a2870d9d066",
+                "sha256:7bf652c73e8f7c32a3f92f7184bf7f9106dacdf5ef59c3c3683d7dae2c4972fb",
+                "sha256:891ed8312840fd43e0696468a6520a582a033c0109f7b14b96067bfe1123226b",
+                "sha256:8a85dbcc770256918b40c2f40bd3ffd3b2ae45b0cf19068b561db8f8d61bf492",
+                "sha256:a03dbc0d8ce8c1146c177cd0e3a66ea106f36733fb1b997ea4d051f8a68539ff",
+                "sha256:a94fd1ff80001cb97add71d07f596d8b865b716f25ef501183e0e199390e50d3",
+                "sha256:ae430d51c67ac638dfbb42edf56c669ca9c74744f4d225ad11c6f3d355858187",
+                "sha256:b05c5478524deb7a019e240f2a970040c4b0f01f58f0425e6262c96b126c6a3e",
+                "sha256:b9c2008417741cdfbe945ef2d16b7b7ba0790886a0b49e1de533acf93eb66ed6",
+                "sha256:c3c8b1ad2c266fdf7adc041cc4156d6a3d14db93de2f81b26a5af97ef3f209e5",
+                "sha256:cd64147ff16506632893ceb2569624b48c84daa3ba4d89695f7c7bc24188eee9",
+                "sha256:d10413d493e98075060d3e62e5826de372912ea653ccc948f3c41b21ddca087f",
+                "sha256:dcafadb5a06cb7a6bb49fb4c1de7414ee2f8c8e12b047606d97c3175d690f582"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==35.0.0"
+            "version": "==37.0.3"
         },
         "docutils": {
             "hashes": [
-                "sha256:a31688b2ea858517fa54293e5d5df06fbb875fb1f7e4c64529271b77781ca8fc",
-                "sha256:c1d5dab2b11d16397406a282e53953fe495a46d69ae329f55aa98a5c4e3c5fbb"
+                "sha256:79b3ab5228b154ecaf4cbf08a1d8c213e3a127826193bafb5a035d0a7a88af0c",
+                "sha256:bf87502630148119873347981a8efc2438e6f254f995b7699501f0e4aa538915"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==0.18"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.19b1"
         },
         "idna": {
             "hashes": [
                 "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff",
                 "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d"
             ],
-            "markers": "python_version >= '3'",
+            "markers": "python_version >= '3.5'",
             "version": "==3.3"
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:b618b6d2d5ffa2f16add5697cf57a46c76a56229b0ed1c438322e4e95645bd15",
-                "sha256:f284b3e11256ad1e5d03ab86bb2ccd6f5339688ff17a4d797a0fe7df326f23b1"
+                "sha256:5d26852efe48c0a32b0509ffbc583fda1a2266545a78d104a6f4aff3db17d700",
+                "sha256:c58c8eb8a762858f49e18436ff552e83914778e50e9d2f1660535ffb364552ec"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==4.8.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.11.4"
         },
         "iniconfig": {
             "hashes": [
@@ -292,47 +287,62 @@
         },
         "jeepney": {
             "hashes": [
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@@ -365,18 +375,19 @@
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@@ -396,19 +407,19 @@
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@@ -420,11 +431,11 @@
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-            "version": "==2.26.0"
+            "markers": "python_version >= '3.7' and python_version < '4'",
+            "version": "==2.28.0"
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         "requests-toolbelt": {
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@@ -520,18 +558,27 @@
         },
         "rfc3986": {
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-            "version": "==1.5.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.0"
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         "secretstorage": {
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             "markers": "sys_platform == 'linux'",
-            "version": "==3.3.1"
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@@ -551,19 +598,19 @@
         },
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@@ -575,20 +622,19 @@
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-            "version": "==3.10.0.2"
+            "markers": "python_version >= '3.7'",
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@@ -664,11 +710,11 @@
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-            "markers": "python_version >= '3.6'",
-            "version": "==3.6.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.8.0"
         }
     }
 }