diff --git a/Pipfile.lock b/Pipfile.lock
index 6a7b4ee..204be5d 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -36,98 +36,120 @@
         },
         "certifi": {
             "hashes": [
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-                "sha256:945e3ba63a0b9f577b1395204e13c3a231f9bc0223888be653286534e5873695"
+                "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d",
+                "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"
             ],
-            "version": "==2019.6.16"
+            "markers": "python_version >= '3.6'",
+            "version": "==2022.6.15"
         },
-        "chardet": {
+        "charset-normalizer": {
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+                "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"
             ],
-            "version": "==3.0.4"
+            "markers": "python_full_version >= '3.5.0'",
+            "version": "==2.0.12"
         },
         "cymem": {
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-            "version": "==2.0.2"
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         "joblib": {
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+            "version": "==1.1.0"
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         "murmurhash": {
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+            "version": "==1.21.6"
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         "pandas": {
             "hashes": [
@@ -187,73 +209,107 @@
         },
         "python-dateutil": {
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-            "version": "==2019.2"
+            "version": "==2022.1"
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-            "version": "==2.22.0"
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+            "version": "==2.28.0"
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         "scikit-learn": {
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@@ -280,22 +336,21 @@
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@@ -314,78 +369,206 @@
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@@ -397,11 +580,11 @@
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@@ -412,31 +595,34 @@
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@@ -449,57 +635,97 @@
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@@ -559,136 +815,281 @@
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+            "version": "==4.2.0"
         },
         "wcwidth": {
             "hashes": [
-                "sha256:3df37372226d6e63e1b1e1eda15c594bca98a22d33a23832a90998faa96bc65e",
-                "sha256:f4ebe71925af7b40a864553f761ed559b43544f8f71746c2d756c7fe788ade7c"
+                "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784",
+                "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"
             ],
-            "version": "==0.1.7"
+            "version": "==0.2.5"
         },
         "webencodings": {
             "hashes": [
@@ -699,10 +1100,18 @@
         },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:079f87d87270bce047512400efd70238820751a11d2d8cb137a5a5bdbaf255c7",
-                "sha256:bd314f8ceb488571a5ffea6cc5b9fc6cba0adaf88a9d2386b93a489751938bcd"
+                "sha256:4fd321cad39fdcf8a8e248a657202d42917ada8e8ed5dd3f60f073e0d54ceabd",
+                "sha256:e84a7a9fcb9baf3d57106e184a7389a8f8eb935bf741a5eb9d60aa18cc029a80"
+            ],
+            "version": "==3.6.0"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad",
+                "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"
             ],
-            "version": "==3.5.1"
+            "markers": "python_version < '3.10'",
+            "version": "==3.8.0"
         }
     }
 }