diff --git a/Pipfile b/Pipfile
index 28c48ef..ea51e29 100644
--- a/Pipfile
+++ b/Pipfile
@@ -9,4 +9,4 @@ jupyterlab = "*"
 matplotlib = "*"
 
 [packages]
-pandas = "==1.3.0"
+pandas = "==1.3.1"
diff --git a/Pipfile.lock b/Pipfile.lock
index f3dfccb..de50646 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "e2dac09e769ee7a0a75f638ef2a2b4892f8b032a0d1b07d0fe0dc73e3e75783e"
+            "sha256": "81092f437dc88da00e6029b650b6285e8e6179d552ce4e2624115ce9a3abd471"
         },
         "pipfile-spec": 6,
         "requires": {},
@@ -16,70 +16,70 @@
     "default": {
         "numpy": {
             "hashes": [
-                "sha256:1a784e8ff7ea2a32e393cc53eb0003eca1597c7ca628227e34ce34eb11645a0e",
-                "sha256:2ba579dde0563f47021dcd652253103d6fd66165b18011dce1a0609215b2791e",
-                "sha256:3537b967b350ad17633b35c2f4b1a1bbd258c018910b518c30b48c8e41272717",
-                "sha256:3c40e6b860220ed862e8097b8f81c9af6d7405b723f4a7af24a267b46f90e461",
-                "sha256:598fe100b2948465cf3ed64b1a326424b5e4be2670552066e17dfaa67246011d",
-                "sha256:620732f42259eb2c4642761bd324462a01cdd13dd111740ce3d344992dd8492f",
-                "sha256:709884863def34d72b183d074d8ba5cfe042bc3ff8898f1ffad0209161caaa99",
-                "sha256:75579acbadbf74e3afd1153da6177f846212ea2a0cc77de53523ae02c9256513",
-                "sha256:7c55407f739f0bfcec67d0df49103f9333edc870061358ac8a8c9e37ea02fcd2",
-                "sha256:a1f2fb2da242568af0271455b89aee0f71e4e032086ee2b4c5098945d0e11cf6",
-                "sha256:a290989cd671cd0605e9c91a70e6df660f73ae87484218e8285c6522d29f6e38",
-                "sha256:ac4fd578322842dbda8d968e3962e9f22e862b6ec6e3378e7415625915e2da4d",
-                "sha256:ad09f55cc95ed8d80d8ab2052f78cc21cb231764de73e229140d81ff49d8145e",
-                "sha256:b9205711e5440954f861ceeea8f1b415d7dd15214add2e878b4d1cf2bcb1a914",
-                "sha256:bba474a87496d96e61461f7306fba2ebba127bed7836212c360f144d1e72ac54",
-                "sha256:bebab3eaf0641bba26039fb0b2c5bf9b99407924b53b1ea86e03c32c64ef5aef",
-                "sha256:cc367c86eb87e5b7c9592935620f22d13b090c609f1b27e49600cd033b529f54",
-                "sha256:ccc6c650f8700ce1e3a77668bb7c43e45c20ac06ae00d22bdf6760b38958c883",
-                "sha256:cf680682ad0a3bef56dae200dbcbac2d57294a73e5b0f9864955e7dd7c2c2491",
-                "sha256:d2910d0a075caed95de1a605df00ee03b599de5419d0b95d55342e9a33ad1fb3",
-                "sha256:d5caa946a9f55511e76446e170bdad1d12d6b54e17a2afe7b189112ed4412bb8",
-                "sha256:d89b0dc7f005090e32bb4f9bf796e1dcca6b52243caf1803fdd2b748d8561f63",
-                "sha256:d95d16204cd51ff1a1c8d5f9958ce90ae190be81d348b514f9be39f878b8044a",
-                "sha256:e4d5a86a5257843a18fb1220c5f1c199532bc5d24e849ed4b0289fb59fbd4d8f",
-                "sha256:e58ddb53a7b4959932f5582ac455ff90dcb05fac3f8dcc8079498d43afbbde6c",
-                "sha256:e80fe25cba41c124d04c662f33f6364909b985f2eb5998aaa5ae4b9587242cce",
-                "sha256:eda2829af498946c59d8585a9fd74da3f810866e05f8df03a86f70079c7531dd",
-                "sha256:fd0a359c1c17f00cb37de2969984a74320970e0ceef4808c32e00773b06649d9"
+                "sha256:01721eefe70544d548425a07c80be8377096a54118070b8a62476866d5208e33",
+                "sha256:0318c465786c1f63ac05d7c4dbcecd4d2d7e13f0959b01b534ea1e92202235c5",
+                "sha256:05a0f648eb28bae4bcb204e6fd14603de2908de982e761a2fc78efe0f19e96e1",
+                "sha256:1412aa0aec3e00bc23fbb8664d76552b4efde98fb71f60737c83efbac24112f1",
+                "sha256:25b40b98ebdd272bc3020935427a4530b7d60dfbe1ab9381a39147834e985eac",
+                "sha256:2d4d1de6e6fb3d28781c73fbde702ac97f03d79e4ffd6598b880b2d95d62ead4",
+                "sha256:38e8648f9449a549a7dfe8d8755a5979b45b3538520d1e735637ef28e8c2dc50",
+                "sha256:4a3d5fb89bfe21be2ef47c0614b9c9c707b7362386c9a3ff1feae63e0267ccb6",
+                "sha256:635e6bd31c9fb3d475c8f44a089569070d10a9ef18ed13738b03049280281267",
+                "sha256:73101b2a1fef16602696d133db402a7e7586654682244344b8329cdcbbb82172",
+                "sha256:791492091744b0fe390a6ce85cc1bf5149968ac7d5f0477288f78c89b385d9af",
+                "sha256:7a708a79c9a9d26904d1cca8d383bf869edf6f8e7650d85dbc77b041e8c5a0f8",
+                "sha256:88c0b89ad1cc24a5efbb99ff9ab5db0f9a86e9cc50240177a571fbe9c2860ac2",
+                "sha256:8a326af80e86d0e9ce92bcc1e65c8ff88297de4fa14ee936cb2293d414c9ec63",
+                "sha256:8a92c5aea763d14ba9d6475803fc7904bda7decc2a0a68153f587ad82941fec1",
+                "sha256:91c6f5fc58df1e0a3cc0c3a717bb3308ff850abdaa6d2d802573ee2b11f674a8",
+                "sha256:95b995d0c413f5d0428b3f880e8fe1660ff9396dcd1f9eedbc311f37b5652e16",
+                "sha256:9749a40a5b22333467f02fe11edc98f022133ee1bfa8ab99bda5e5437b831214",
+                "sha256:978010b68e17150db8765355d1ccdd450f9fc916824e8c4e35ee620590e234cd",
+                "sha256:9a513bd9c1551894ee3d31369f9b07460ef223694098cf27d399513415855b68",
+                "sha256:a75b4498b1e93d8b700282dc8e655b8bd559c0904b3910b144646dbbbc03e062",
+                "sha256:c6a2324085dd52f96498419ba95b5777e40b6bcbc20088fddb9e8cbb58885e8e",
+                "sha256:d7a4aeac3b94af92a9373d6e77b37691b86411f9745190d2c351f410ab3a791f",
+                "sha256:d9e7912a56108aba9b31df688a4c4f5cb0d9d3787386b87d504762b6754fbb1b",
+                "sha256:dff4af63638afcc57a3dfb9e4b26d434a7a602d225b42d746ea7fe2edf1342fd",
+                "sha256:e46ceaff65609b5399163de5893d8f2a82d3c77d5e56d976c8b5fb01faa6b671",
+                "sha256:f01f28075a92eede918b965e86e8f0ba7b7797a95aa8d35e1cc8821f5fc3ad6a",
+                "sha256:fd7d7409fa643a91d0a05c7554dd68aa9c9bb16e186f6ccfe40d6e003156e33a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.21.0"
+            "version": "==1.21.1"
         },
         "pandas": {
             "hashes": [
-                "sha256:08eeff3da6a188e24db7f292b39a8ca9e073bf841fbbeadb946b3ad5c19d843e",
-                "sha256:1ff13eed501e07e7fb26a4ea18a846b6e5d7de549b497025601fd9ccb7c1d123",
-                "sha256:522bfea92f3ef6207cadc7428bda1e7605dae0383b8065030e7b5d0266717b48",
-                "sha256:7897326cae660eee69d501cbfa950281a193fcf407393965e1bc07448e1cc35a",
-                "sha256:798675317d0e4863a92a9a6bc5bd2490b5f6fef8c17b95f29e2e33f28bef9eca",
-                "sha256:7d3cd2c99faa94d717ca00ea489264a291ad7209453dffbf059bfb7971fd3a61",
-                "sha256:823737830364d0e2af8c3912a28ba971296181a07950873492ed94e12d28c405",
-                "sha256:872aa91e0f9ca913046ab639d4181a899f5e592030d954d28c2529b88756a736",
-                "sha256:88864c1e28353b958b1f30e4193818519624ad9a1776921622a6a2a016d5d807",
-                "sha256:92835113a67cbd34747c198d41f09f4b63f6fe11ca5643baebc7ab1e30e89e95",
-                "sha256:98efc2d4983d5bb47662fe2d97b2c81b91566cb08b266490918b9c7d74a5ef64",
-                "sha256:b10d7910ae9d7920a5ff7816d794d99acbc361f7b16a0f017d4fa83ced8cb55e",
-                "sha256:c554e6c9cf2d5ea1aba5979cc837b3649539ced0e18ece186f055450c86622e2",
-                "sha256:c746876cdd8380be0c3e70966d4566855901ac9aaa5e4b9ccaa5ca5311457d11",
-                "sha256:c81b8d91e9ae861eb4406b4e0f8d4dabbc105b9c479b3d1e921fba1d35b5b62a",
-                "sha256:e6b75091fa54a53db3927b4d1bc997c23c5ba6f87acdfe1ee5a92c38c6b2ed6a",
-                "sha256:ed4fc66f23fe17c93a5d439230ca2d6b5f8eac7154198d327dbe8a16d98f3f10",
-                "sha256:f058c786e7b0a9e7fa5e0b9f4422e0ccdd3bf3aa3053c18d77ed2a459bd9a45a",
-                "sha256:fe7a549d10ca534797095586883a5c17d140d606747591258869c56e14d1b457"
+                "sha256:0c976e023ed580e60a82ccebdca8e1cc24d8b1fbb28175eb6521025c127dab66",
+                "sha256:114c6789d15862508900a25cb4cb51820bfdd8595ea306bab3b53cd19f990b65",
+                "sha256:1ee8418d0f936ff2216513aa03e199657eceb67690995d427a4a7ecd2e68f442",
+                "sha256:22f3fcc129fb482ef44e7df2a594f0bd514ac45aabe50da1a10709de1b0f9d84",
+                "sha256:23c7452771501254d2ae23e9e9dac88417de7e6eff3ce64ee494bb94dc88c300",
+                "sha256:341935a594db24f3ff07d1b34d1d231786aa9adfa84b76eab10bf42907c8aed3",
+                "sha256:45656cd59ae9745a1a21271a62001df58342b59c66d50754390066db500a8362",
+                "sha256:527c43311894aff131dea99cf418cd723bfd4f0bcf3c3da460f3b57e52a64da5",
+                "sha256:5c09a2538f0fddf3895070579082089ff4ae52b6cb176d8ec7a4dacf7e3676c1",
+                "sha256:5d9acfca191140a518779d1095036d842d5e5bc8e8ad8b5eaad1aff90fe1870d",
+                "sha256:5ee927c70794e875a59796fab8047098aa59787b1be680717c141cd7873818ae",
+                "sha256:7150039e78a81eddd9f5a05363a11cadf90a4968aac6f086fd83e66cf1c8d1d6",
+                "sha256:905fc3e0fcd86b0a9f1f97abee7d36894698d2592b22b859f08ea5a8fe3d3aab",
+                "sha256:9d06661c6eb741ae633ee1c57e8c432bb4203024e263fe1a077fa3fda7817fdb",
+                "sha256:9e1fe6722cbe27eb5891c1977bca62d456c19935352eea64d33956db46139364",
+                "sha256:be12d77f7e03c40a2466ed00ccd1a5f20a574d3c622fe1516037faa31aa448aa",
+                "sha256:c28760932283d2c9f6fa5e53d2f77a514163b9e67fd0ee0879081be612567195",
+                "sha256:e323028ab192fcfe1e8999c012a0fa96d066453bb354c7e7a4a267b25e73d3c8",
+                "sha256:fdb3b33dde260b1766ea4d3c6b8fbf6799cee18d50a2a8bc534cf3550b7c819a"
             ],
             "index": "pypi",
-            "version": "==1.3.0"
+            "version": "==1.3.1"
         },
         "python-dateutil": {
             "hashes": [
-                "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
-                "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
+                "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
+                "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==2.8.1"
+            "version": "==2.8.2"
         },
         "pytz": {
             "hashes": [
@@ -100,11 +100,11 @@
     "develop": {
         "anyio": {
             "hashes": [
-                "sha256:07968db9fa7c1ca5435a133dc62f988d84ef78e1d9b22814a59d1c62618afbc5",
-                "sha256:442678a3c7e1cdcdbc37dcfe4527aa851b1b0c9162653b516e9f509821691d50"
+                "sha256:929a6852074397afe1d989002aa96d457e3e1e5441357c60d03e7eea0e65e1b0",
+                "sha256:ae57a67583e5ff8b4af47666ff5651c3732d45fd26c929253748e796af860374"
             ],
             "markers": "python_full_version >= '3.6.2'",
-            "version": "==3.2.1"
+            "version": "==3.3.0"
         },
         "argon2-cffi": {
             "hashes": [
@@ -166,11 +166,11 @@
         },
         "bleach": {
             "hashes": [
-                "sha256:6123ddc1052673e52bab52cdc955bcb57a015264a1c57d37bea2f6b817af0125",
-                "sha256:98b3170739e5e83dd9dc19633f074727ad848cbedb6026708c8ac2d3b697a433"
+                "sha256:306483a5a9795474160ad57fce3ddd1b50551e981eed8e15a582d34cef28aafa",
+                "sha256:ae976d7174bba988c0b632def82fdc94235756edfb14e6558a9c5be555c9fb78"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==3.3.0"
+            "version": "==3.3.1"
         },
         "certifi": {
             "hashes": [
@@ -181,65 +181,61 @@
         },
         "cffi": {
             "hashes": [
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@@ -336,19 +332,19 @@
         },
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@@ -828,11 +829,11 @@
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@@ -896,11 +897,11 @@
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