diff --git a/2019/Pipfile.lock b/2019/Pipfile.lock
index 8e80b6d..4520140 100644
--- a/2019/Pipfile.lock
+++ b/2019/Pipfile.lock
@@ -41,11 +41,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:0d9c601124e5a6ba9712dbc60d9c53c21e34f5f641fe83002317394311bdce14",
-                "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"
+                "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3",
+                "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2022.9.24"
+            "index": "pypi",
+            "version": "==2022.12.7"
         },
         "charset-normalizer": {
             "hashes": [
@@ -65,11 +65,11 @@
         },
         "google-auth": {
             "hashes": [
-                "sha256:ccaa901f31ad5cbb562615eb8b664b3dd0bf5404a67618e642307f00613eda4d",
-                "sha256:f5d8701633bebc12e0deea4df8abd8aff31c28b355360597f7f2ee60f2e4d016"
+                "sha256:6897b93556d8d807ad70701bb89f000183aea366ca7ed94680828b37437a4994",
+                "sha256:72f12a6cfc968d754d7bdab369c5c5c16032106e52d32c6dfd8484e4c01a6d1f"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
-            "version": "==2.14.1"
+            "version": "==2.15.0"
         },
         "google-auth-oauthlib": {
             "hashes": [
@@ -89,54 +89,54 @@
         },
         "grpcio": {
             "hashes": [
-                "sha256:05f7c248e440f538aaad13eee78ef35f0541e73498dd6f832fe284542ac4b298",
-                "sha256:080b66253f29e1646ac53ef288c12944b131a2829488ac3bac8f52abb4413c0d",
-                "sha256:12b479839a5e753580b5e6053571de14006157f2ef9b71f38c56dc9b23b95ad6",
-                "sha256:156f8009e36780fab48c979c5605eda646065d4695deea4cfcbcfdd06627ddb6",
-                "sha256:15f9e6d7f564e8f0776770e6ef32dac172c6f9960c478616c366862933fa08b4",
-                "sha256:177afaa7dba3ab5bfc211a71b90da1b887d441df33732e94e26860b3321434d9",
-                "sha256:1a4cd8cb09d1bc70b3ea37802be484c5ae5a576108bad14728f2516279165dd7",
-                "sha256:1d8d02dbb616c0a9260ce587eb751c9c7dc689bc39efa6a88cc4fa3e9c138a7b",
-                "sha256:2b71916fa8f9eb2abd93151fafe12e18cebb302686b924bd4ec39266211da525",
-                "sha256:2d9fd6e38b16c4d286a01e1776fdf6c7a4123d99ae8d6b3f0b4a03a34bf6ce45",
-                "sha256:3b611b3de3dfd2c47549ca01abfa9bbb95937eb0ea546ea1d762a335739887be",
-                "sha256:3e4244c09cc1b65c286d709658c061f12c61c814be0b7030a2d9966ff02611e0",
-                "sha256:40838061e24f960b853d7bce85086c8e1b81c6342b1f4c47ff0edd44bbae2722",
-                "sha256:4b123fbb7a777a2fedec684ca0b723d85e1d2379b6032a9a9b7851829ed3ca9a",
-                "sha256:531f8b46f3d3db91d9ef285191825d108090856b3bc86a75b7c3930f16ce432f",
-                "sha256:67dd41a31f6fc5c7db097a5c14a3fa588af54736ffc174af4411d34c4f306f68",
-                "sha256:7489dbb901f4fdf7aec8d3753eadd40839c9085967737606d2c35b43074eea24",
-                "sha256:8d4c8e73bf20fb53fe5a7318e768b9734cf122fe671fcce75654b98ba12dfb75",
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+                "sha256:cc2bece1737b44d878cc1510ea04469a8073dbbcdd762175168937ae4742dfb3",
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+                "sha256:e473525c28251558337b5c1ad3fa969511e42304524a4e404065e165b084c9e4",
+                "sha256:e4ef09f8997c4be5f3504cefa6b5c6cc3cf648274ce3cede84d4342a35d76db6",
+                "sha256:e6dfc2b6567b1c261739b43d9c59d201c1b89e017afd9e684d85aa7a186c9f7a",
+                "sha256:eacad297ea60c72dd280d3353d93fb1dcca952ec11de6bb3c49d12a572ba31dd",
+                "sha256:f1158bccbb919da42544a4d3af5d9296a3358539ffa01018307337365a9a0c64",
+                "sha256:f1fec3abaf274cdb85bf3878167cfde5ad4a4d97c68421afda95174de85ba813",
+                "sha256:f96ace1540223f26fbe7c4ebbf8a98e3929a6aa0290c8033d12526847b291c0f",
+                "sha256:fbdbe9a849854fe484c00823f45b7baab159bdd4a46075302281998cb8719df5"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.50.0"
+            "version": "==1.51.1"
         },
         "h5py": {
             "hashes": [
@@ -182,11 +182,11 @@
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:da31db32b304314d044d3c12c79bd59e307889b287ad12ff387b3500835fc2ab",
-                "sha256:ddb0e35065e8938f867ed4928d0ae5bf2a53b7773871bfe6bcc7e4fcdc7dea43"
+                "sha256:d5059f9f1e8e41f80e9c56c2ee58811450c31984dfa625329ffd7c0dad88a73b",
+                "sha256:d84d17e21670ec07990e1044a99efe8d615d860fd176fc29ef5c306068fda313"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==5.0.0"
+            "version": "==5.1.0"
         },
         "joblib": {
             "hashes": [
@@ -485,30 +485,30 @@
         },
         "scikit-learn": {
             "hashes": [
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-                "sha256:fd3ee69d36d42a7dcbb17e355a5653af5fd241a7dfd9133080b3dde8d9e2aafb"
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             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.1.3"
+            "version": "==1.2.0"
         },
         "scipy": {
             "hashes": [
@@ -539,11 +539,11 @@
         },
         "setuptools": {
             "hashes": [
-                "sha256:d0b9a8433464d5800cbe05094acf5c6d52a91bfac9b52bcfc4d41382be5d5d31",
-                "sha256:e197a19aa8ec9722928f2206f8de752def0e4c9fc6953527360d1c36d94ddb2f"
+                "sha256:57f6f22bde4e042978bcd50176fdb381d7c21a9efa4041202288d3737a0c6a54",
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             "markers": "python_version >= '3.7'",
-            "version": "==65.5.1"
+            "version": "==65.6.3"
         },
         "six": {
             "hashes": [
@@ -608,11 +608,11 @@
         },
         "termcolor": {
             "hashes": [
-                "sha256:91dd04fdf661b89d7169cefd35f609b19ca931eb033687eaa647cef1ff177c49",
-                "sha256:b80df54667ce4f48c03fe35df194f052dc27a541ebbf2544e4d6b47b5d6949c4"
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+                "sha256:fa852e957f97252205e105dd55bbc23b419a70fec0085708fc0515e399f304fd"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.1.0"
+            "version": "==2.1.1"
         },
         "threadpoolctl": {
             "hashes": [
@@ -624,11 +624,11 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:3fa96cf423e6987997fc326ae8df396db2a8b7c667747d47ddd8ecba91f4a74e",
-                "sha256:b930dd878d5a8afb066a637fbb35144fe7901e3b209d1cd4f524bd0e9deee997"
+                "sha256:47cc05d99aaa09c9e72ed5809b60e7ba354e64b59c9c173ac3018642d8bb41fc",
+                "sha256:c083dd0dce68dbfbe1129d5271cb90f9447dea7d52097c6e0126120c521ddea8"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5' and python_version < '4'",
-            "version": "==1.26.12"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.26.13"
         },
         "werkzeug": {
             "hashes": [
@@ -718,11 +718,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1",
-                "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"
+                "sha256:83a28fcb75844b5c0cdaf5aa4003c2d728c77e05f5aeabe8e95e56727005fbaa",
+                "sha256:a7a22e05929290a67401440b39690ae6563279bced5f314609d9d03798f56766"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==3.10.0"
+            "version": "==3.11.0"
         }
     },
     "develop": {}