diff --git a/notebooks/Pipfile.lock b/notebooks/Pipfile.lock
index bb5011f..0647e35 100644
--- a/notebooks/Pipfile.lock
+++ b/notebooks/Pipfile.lock
@@ -61,18 +61,18 @@
         },
         "arrow": {
             "hashes": [
-                "sha256:3934b30ca1b9f292376d9db15b19446088d12ec58629bc3f0da28fd55fb633a1",
-                "sha256:5a49ab92e3b7b71d96cd6bfcc4df14efefc9dfa96ea19045815914a6ab6b1fe2"
+                "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80",
+                "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==1.2.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.3.0"
         },
         "asttokens": {
             "hashes": [
-                "sha256:2552a88626aaa7f0f299f871479fc755bd4e7c11e89078965e928fb7bb9a6afe",
-                "sha256:bef1a51bc256d349e9f94e7e40e44b705ed1162f55294220dd561d24583d9877"
+                "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e",
+                "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"
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-            "version": "==2.3.0"
+            "version": "==2.4.0"
         },
         "async-lru": {
             "hashes": [
@@ -92,11 +92,11 @@
         },
         "babel": {
             "hashes": [
-                "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610",
-                "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"
+                "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210",
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             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.12.1"
+            "version": "==2.13.0"
         },
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@@ -110,7 +110,7 @@
                 "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da",
                 "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"
             ],
-            "markers": "python_version >= '3.6'",
+            "markers": "python_full_version >= '3.6.0'",
             "version": "==4.12.2"
         },
         "bleach": {
@@ -131,153 +131,157 @@
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@@ -382,57 +399,65 @@
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@@ -446,23 +471,24 @@
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@@ -473,11 +499,11 @@
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@@ -488,11 +514,11 @@
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@@ -521,11 +547,11 @@
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@@ -562,11 +588,11 @@
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@@ -618,19 +644,19 @@
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@@ -843,6 +879,7 @@
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@@ -855,15 +892,11 @@
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@@ -877,7 +910,7 @@
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@@ -898,19 +931,19 @@
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@@ -922,34 +955,41 @@
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@@ -961,11 +1001,11 @@
         },
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@@ -990,6 +1030,7 @@
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@@ -1106,7 +1146,7 @@
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                 "sha256:9dffbe1d8acf91e3de75f3b544e4842382fc06c6babe903ac9acb74dc6e08d88"
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+            "markers": "python_full_version >= '3.7.0'",
             "version": "==3.0.39"
         },
         "psutil": {
@@ -1185,10 +1225,10 @@
         },
         "pytz": {
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+            "version": "==2023.3.post1"
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@@ -1382,6 +1422,7 @@
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             "version": "==0.1.4"
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         "rfc3986-validator": {
@@ -1389,110 +1430,114 @@
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             "version": "==0.1.1"
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             "markers": "python_version >= '3.8'",
-            "version": "==0.10.0"
+            "version": "==0.10.3"
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         "send2trash": {
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@@ -1528,10 +1573,10 @@
         },
         "stack-data": {
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-                "sha256:cbb2a53eb64e5785878201a97ed7c7b94883f48b87bfb0bbe8b623c74679e4a8"
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-            "version": "==0.6.2"
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@@ -1576,11 +1621,18 @@
         },
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-                "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8",
-                "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"
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             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==5.9.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==5.11.2"
+        },
+        "types-python-dateutil": {
+            "hashes": [
+                "sha256:1f4f10ac98bb8b16ade9dbee3518d9ace017821d94b057a425b069f834737f4b",
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         "tzdata": {
             "hashes": [
@@ -1599,18 +1651,18 @@
         },
         "urllib3": {
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-                "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"
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             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.0.4"
+            "version": "==2.0.6"
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         "wcwidth": {
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-                "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"
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-            "version": "==0.2.6"
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         "webcolors": {
             "hashes": [
@@ -1628,19 +1680,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:53e95c826bf800c4c465f50093a8c4ff091c7327023b10bfaff40cf1ef170eaa",
-                "sha256:ce54f419dfae71f4bdba69ebe65bf7f0a93fe71bc009ad3a010aacc3eebad537"
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             "markers": "python_version >= '3.8'",
-            "version": "==1.6.2"
+            "version": "==1.6.3"
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         "widgetsnbextension": {
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-                "sha256:9ec291ba87c2dfad42c3d5b6f68713fa18be1acd7476569516b2431682315c17"
+                "sha256:3c1f5e46dc1166dfd40a42d685e6a51396fd34ff878742a3e47c6f0cc4a2a385",
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             "markers": "python_version >= '3.7'",
-            "version": "==4.0.8"
+            "version": "==4.0.9"
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     "develop": {}