diff --git a/Pipfile.lock b/Pipfile.lock
index 97d8f69..b4babce 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -18,18 +18,41 @@
     "default": {
         "arrow": {
             "hashes": [
-                "sha256:9cb4a910256ed536751cd5728673bfb53e6f0026e240466f90c2a92c0b79c895"
+                "sha256:7954440e7621629a3e4c30dfd2038362d153e1e2b50424c7a6f10e1cdf211a7b",
+                "sha256:c65ea9214403c77b09bd676cba3dcf1e0a396f5dfb316b811bb7f7e10d99e955"
             ],
-            "markers": "python_version >= '2.6' and python_version != '3.0.*' and python_version != '3.1.*'",
-            "version": "==0.13.0"
+            "index": "pypi",
+            "version": "==0.15.1"
+        },
+        "backports.zoneinfo": {
+            "hashes": [
+                "sha256:17746bd546106fa389c51dbea67c8b7c8f0d14b5526a579ca6ccf5ed72c526cf",
+                "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328",
+                "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546",
+                "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6",
+                "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570",
+                "sha256:7b0a64cda4145548fed9efc10322770f929b944ce5cee6c0dfe0c87bf4c0c8c9",
+                "sha256:8439c030a11780786a2002261569bdf362264f605dfa4d65090b64b05c9f79a7",
+                "sha256:8961c0f32cd0336fb8e8ead11a1f8cd99ec07145ec2931122faaac1c8f7fd987",
+                "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722",
+                "sha256:a76b38c52400b762e48131494ba26be363491ac4f9a04c1b7e92483d169f6582",
+                "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc",
+                "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b",
+                "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1",
+                "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08",
+                "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac",
+                "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"
+            ],
+            "markers": "python_version < '3.9'",
+            "version": "==0.2.1"
         },
         "beautifulsoup4": {
             "hashes": [
-                "sha256:034740f6cb549b4e932ae1ab975581e6103ac8f942200a0e9759065984391858",
-                "sha256:945065979fb8529dd2f37dbb58f00b661bdbcbebf954f93b32fdf5263ef35348",
-                "sha256:ba6d5c59906a85ac23dadfe5c88deaf3e179ef565f4898671253e50a78680718"
+                "sha256:58d5c3d29f5a36ffeb94f02f0d786cd53014cf9b3b3951d42e0080d8a9498d30",
+                "sha256:ad9aa55b65ef2808eb405f46cf74df7fcb7044d5cbc26487f96eb2ef2e436693"
             ],
-            "version": "==4.7.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==4.11.1"
         },
         "bs4": {
             "hashes": [
@@ -40,10 +63,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:47f9c83ef4c0c621eaef743f133f09fa8a74a9b75f037e8624f83bd1b6626cb7",
-                "sha256:993f830721089fef441cdfeb4b2c8c9df86f0c63239f06bd025a76a7daddb033"
+                "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d",
+                "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"
             ],
-            "version": "==2018.11.29"
+            "markers": "python_version >= '3.6'",
+            "version": "==2022.6.15"
         },
         "chardet": {
             "hashes": [
@@ -52,21 +76,46 @@
             ],
             "version": "==3.0.4"
         },
+        "click": {
+            "hashes": [
+                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
+                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.3"
+        },
         "dateparser": {
             "hashes": [
-                "sha256:940828183c937bcec530753211b70f673c0a9aab831e43273489b310538dff86",
-                "sha256:b452ef8b36cd78ae86a50721794bc674aa3994e19b570f7ba92810f4e0a2ae03"
+                "sha256:038196b1f12c7397e38aad3d61588833257f6f552baa63a1499e6987fa8d42d9",
+                "sha256:9600874312ff28a41f96ec7ccdc73be1d1c44435719da47fea3339d55ff5a628"
             ],
-            "version": "==0.7.0"
+            "markers": "python_version >= '3.5'",
+            "version": "==1.1.1"
         },
         "idna": {
             "hashes": [
                 "sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
                 "sha256:ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
             ],
-            "markers": "python_version >= '2.7' and python_version != '3.2.*' and python_version != '3.0.*' and python_version != '3.3.*' and python_version != '3.1.*'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.8"
         },
+        "importlib-metadata": {
+            "hashes": [
+                "sha256:637245b8bab2b6502fcbc752cc4b7a6f6243bb02b31c5c26156ad103d3d45670",
+                "sha256:7401a975809ea1fdc658c3aa4f78cc2195a0e019c5cbc4c06122884e9ae80c23"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==4.12.0"
+        },
+        "joblib": {
+            "hashes": [
+                "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35",
+                "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.1.0"
+        },
         "moment": {
             "hashes": [
                 "sha256:7d74b4e2200e195f1e15fb70271da23aa69f0b9a8f9177e00a313e0f98089099"
@@ -76,43 +125,48 @@
         },
         "nltk": {
             "hashes": [
-                "sha256:286f6797204ffdb52525a1d21ec0a221ec68b8e3fa4f2d25f412ac8e63c70e8d"
+                "sha256:ba3de02490308b248f9b94c8bc1ac0683e9aa2ec49ee78536d8667afb5e3eec8",
+                "sha256:d6507d6460cec76d70afea4242a226a7542f85c669177b9c7f562b7cf1b05502"
             ],
-            "version": "==3.4"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.7"
         },
         "numpy": {
             "hashes": [
-                "sha256:0df89ca13c25eaa1621a3f09af4c8ba20da849692dcae184cb55e80952c453fb",
-                "sha256:154c35f195fd3e1fad2569930ca51907057ae35e03938f89a8aedae91dd1b7c7",
-                "sha256:18e84323cdb8de3325e741a7a8dd4a82db74fde363dce32b625324c7b32aa6d7",
-                "sha256:1e8956c37fc138d65ded2d96ab3949bd49038cc6e8a4494b1515b0ba88c91565",
-                "sha256:23557bdbca3ccbde3abaa12a6e82299bc92d2b9139011f8c16ca1bb8c75d1e95",
-                "sha256:24fd645a5e5d224aa6e39d93e4a722fafa9160154f296fd5ef9580191c755053",
-                "sha256:36e36b6868e4440760d4b9b44587ea1dc1f06532858d10abba98e851e154ca70",
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-                "sha256:c857ae5dba375ea26a6228f98c195fec0898a0fd91bcf0e8a0cae6d9faf3eca7",
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-                "sha256:edfa6fba9157e0e3be0f40168eb142511012683ac3dc82420bee4a3f3981b30e"
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-            "markers": "python_version >= '2.7' and python_version != '3.3.*' and python_version != '3.2.*' and python_version != '3.1.*' and python_version != '3.0.*'",
-            "version": "==1.15.4"
+                "sha256:1dbe1c91269f880e364526649a52eff93ac30035507ae980d2fed33aaee633ac",
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+                "sha256:8737609c3bbdd48e380d463134a35ffad3b22dc56295eff6f79fd85bd0eeeb25",
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+                "sha256:bcb238c9c96c00d3085b264e5c1a1207672577b93fa666c3b14a45240b14123a",
+                "sha256:bf2ec4b75d0e9356edea834d1de42b31fe11f726a81dfb2c2112bc1eaa508fcf",
+                "sha256:d136337ae3cc69aa5e447e78d8e1514be8c3ec9b54264e680cf0b4bd9011574f",
+                "sha256:d4bf4d43077db55589ffc9009c0ba0a94fa4908b9586d6ccce2e0b164c86303c",
+                "sha256:d6a96eef20f639e6a97d23e57dd0c1b1069a7b4fd7027482a4c5c451cd7732f4",
+                "sha256:d9caa9d5e682102453d96a0ee10c7241b72859b01a941a397fd965f23b3e016b",
+                "sha256:dd1c8f6bd65d07d3810b90d02eba7997e32abbdf1277a481d698969e921a3be0",
+                "sha256:e31f0bb5928b793169b87e3d1e070f2342b22d5245c755e2b81caa29756246c3",
+                "sha256:ecb55251139706669fdec2ff073c98ef8e9a84473e51e716211b41aa0f18e656",
+                "sha256:ee5ec40fdd06d62fe5d4084bef4fd50fd4bb6bfd2bf519365f569dc470163ab0",
+                "sha256:f17e562de9edf691a42ddb1eb4a5541c20dd3f9e65b09ded2beb0799c0cf29bb",
+                "sha256:fdffbfb6832cd0b300995a2b08b8f6fa9f6e856d562800fea9182316d99c4e8e"
+            ],
+            "markers": "python_version < '3.11' and python_version >= '3.7'",
+            "version": "==1.21.6"
         },
         "pandas": {
             "hashes": [
@@ -149,17 +203,26 @@
         },
         "python-dateutil": {
             "hashes": [
-                "sha256:063df5763652e21de43de7d9e00ccf239f953a832941e37be541614732cdfc93",
-                "sha256:88f9287c0174266bb0d8cedd395cfba9c58e87e5ad86b2ce58859bc11be3cf02"
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+                "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
             ],
-            "version": "==2.7.5"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.8.2"
         },
         "pytz": {
             "hashes": [
-                "sha256:32b0891edff07e28efe91284ed9c31e123d84bea3fd98e1f72be2508f43ef8d9",
-                "sha256:d5f05e487007e29e03409f9398d074e158d920d36eb82eaf66fb1136b0c5374c"
+                "sha256:1e760e2fe6a8163bc0b3d9a19c4f84342afa0a2affebfaa84b01b978a02ecaa7",
+                "sha256:e68985985296d9a66a881eb3193b0906246245294a881e7c8afe623866ac6a5c"
             ],
-            "version": "==2018.9"
+            "version": "==2022.1"
+        },
+        "pytz-deprecation-shim": {
+            "hashes": [
+                "sha256:8314c9692a636c8eb3bda879b9f119e350e93223ae83e70e80c31675a0fdc1a6",
+                "sha256:af097bae1b616dde5c5744441e2ddc69e74dfdcb0c263129610d85b87445a59d"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==0.1.0.post0"
         },
         "realtime-talib": {
             "hashes": [
@@ -171,17 +234,83 @@
         },
         "regex": {
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+                "sha256:286ff9ec2709d56ae7517040be0d6c502642517ce9937ab6d89b1e7d0904f863",
+                "sha256:297c42ede2c81f0cb6f34ea60b5cf6dc965d97fa6936c11fc3286019231f0d66",
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+                "sha256:3d146e5591cb67c5e836229a04723a30af795ef9b70a0bbd913572e14b7b940f",
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@@ -193,37 +322,41 @@
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@@ -259,21 +392,13 @@
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@@ -284,17 +409,18 @@
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-            "version": "==0.4.17"
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@@ -304,6 +430,14 @@
             "index": "pypi",
             "version": "==0.15.2"
         },
+        "threadpoolctl": {
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@@ -311,19 +445,53 @@
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+            "version": "==2022.1"
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+                "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"
             ],
-            "markers": "python_version >= '2.7' and python_version != '3.3.*' and python_version != '3.2.*' and python_version != '3.1.*' and python_version < '4' and python_version != '3.0.*'",
-            "version": "==1.24.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.8.0"
         }
     },
     "develop": {}