diff --git a/datascience/Pipfile.lock b/datascience/Pipfile.lock
index 23394f7c..193086fa 100644
--- a/datascience/Pipfile.lock
+++ b/datascience/Pipfile.lock
@@ -42,127 +42,174 @@
                 "sha256:584d78e7f4c3c6e2fd498eb56dfc8ef1f4ff738480237de2ccd26cbe2cf47172",
                 "sha256:d74d1d856c6b36a37bf14aa6dbbc27d0582667b7ab979a6108e61a575e8723f5"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.0.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:017c25db2a153ce562900032d5bc68e9f191e44e9a0f762f373977de9df1fbb3",
-                "sha256:25b64c7da4cd7479594d035c08c2d809eb4aab3a26e5a990ea98cc450c320f1f"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2019.11.28"
+            "version": "==2021.10.8"
         },
-        "chardet": {
+        "charset-normalizer": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597",
+                "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '3'",
+            "version": "==2.0.12"
         },
         "cmdstanpy": {
             "hashes": [
                 "sha256:3ac2ec8f6ce331ca5b2db5a8ac5f0f34a83571dbb9a2a7d9b9cf7b04ad696cd5",
                 "sha256:5604d20136785b05883eda20a2e8c1a1f47600b148abf68deb12dda6ccd8951f"
             ],
-            "version": "==0.4"
+            "version": "==0.4.0"
         },
         "convertdate": {
             "hashes": [
-                "sha256:9d2b0cd8d5382d2458d4cfa59665abba398a9e9bfd3a01c6f61b7b47768d28bf",
-                "sha256:fc34133ef6ceb31738cf1169b528ba487d0164d69f4451a7cef206887c45b71d"
+                "sha256:770c6b2195544d3e451e230b3f1c9b121ed02680b877f896306a04cf6f26b48f",
+                "sha256:fcffe3a67522172648cf03b0c3757cfd079726fe5ae04ce29989ad3958039e4e"
             ],
-            "version": "==2.2.0"
+            "markers": "python_version >= '3.7' and python_version < '4'",
+            "version": "==2.4.0"
         },
         "cycler": {
             "hashes": [
-                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
+                "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"
             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "cymem": {
             "hashes": [
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-                "sha256:622c20a57701d02f01a47e856dea248e112638f28c8249dbe3ed95a9702e3d74",
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-                "sha256:7f5ddceb12b73f7fd2e4398266401b6f887003740ccd18c989a2af04500b5f2b",
-                "sha256:85b9364e099426bd7f445a7705aad87bf6dbb71d79e3802dd8ca14e181d38a33",
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-            ],
-            "version": "==2.0.3"
+                "sha256:04676d696596b0db3f3c5a3936bab12fb6f24278921a6622bb185e61765b2b4d",
+                "sha256:169725b5816959d34de2545b33fee6a8021a6e08818794a426c5a4f981f17e5e",
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+                "sha256:971cf0a8437dfb4185c3049c086e463612fe849efadc0f5cc153fc81c501da7d",
+                "sha256:a93fba62fe79dbf6fc4d5b6d804a6e114b44af3ff3d40a28833ee39f21bd336b",
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         },
         "cython": {
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@@ -171,113 +218,176 @@
             "index": "pypi",
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         },
+        "hijri-converter": {
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@@ -301,58 +411,66 @@
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@@ -383,37 +501,38 @@
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-            "version": "==0.3.6"
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-            "version": "==2.4.6"
+            "markers": "python_full_version >= '3.6.8'",
+            "version": "==3.0.9"
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@@ -427,11 +546,15 @@
                 "sha256:5b67008f5780c7cf0f3fbad5bc54bc9919efc9655d63e0314dc013e85c7a0f14",
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                 "sha256:e6580cec2f5ed1bdb44eab83d54fe87b11e673ed65d6c2064d8d9f76265ce049",
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                 "sha256:e9fbbf10dfc0ef8e7343ee4a3e17fd5c214fb12fc42615673e14908949b410e4",
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                 "sha256:fa8bad8dbc0da22bbe6f36af56c9abbfcf10f92df8ce627d59a36bd8d25eb038"
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@@ -439,10 +562,11 @@
         },
         "python-dateutil": {
             "hashes": [
-                "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
-                "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
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-            "version": "==2.8.1"
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+            "version": "==2.8.2"
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         "pytrends": {
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@@ -453,10 +577,10 @@
         },
         "pytz": {
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-                "sha256:1c557d7d0e871de1f5ccd5833f60fb2550652da6be2693c1e02300743d21500d",
-                "sha256:b02c06db6cf09c12dd25137e563b31700d3b80fcc4ad23abb7a315f2789819be"
+                "sha256:1e760e2fe6a8163bc0b3d9a19c4f84342afa0a2affebfaa84b01b978a02ecaa7",
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-            "version": "==2019.3"
+            "version": "==2022.1"
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         "quandl": {
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@@ -468,10 +592,19 @@
         },
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+            "version": "==2.27.1"
+        },
+        "setuptools": {
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-            "version": "==2.23.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==62.2.0"
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         "setuptools-git": {
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@@ -482,10 +615,11 @@
         },
         "six": {
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+            "version": "==1.16.0"
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@@ -507,20 +641,21 @@
         },
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@@ -542,31 +677,42 @@
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