diff --git a/pages/__pycache__/prediction.cpython-39.pyc b/pages/__pycache__/prediction.cpython-39.pyc
index dbc8629..08011d6 100644
Binary files a/pages/__pycache__/prediction.cpython-39.pyc and b/pages/__pycache__/prediction.cpython-39.pyc differ
diff --git a/requirements.txt b/requirements.txt
index 1c123ec..88ba777 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-altair==4.2.2
+altair==5.5.0
 asttokens==3.0.0
 attrs==24.3.0
 blinker==1.9.0
@@ -36,16 +36,16 @@ kiwisolver==1.4.7
 llvmlite==0.43.0
 markdown-it-py==3.0.0
 MarkupSafe==3.0.2
-matplotlib==3.5.1
+matplotlib==3.9.4
 matplotlib-inline==0.1.7
 mdurl==0.1.2
 mysql-connector-python==9.2.0
 narwhals==1.23.0
 nest-asyncio==1.6.0
 numba==0.60.0
-numpy==1.22.4
+numpy==1.26.4
 packaging==24.2
-pandas==1.3.5
+pandas==2.2.3
 parso==0.8.4
 patsy==1.0.1
 pillow==10.4.0
@@ -62,16 +62,16 @@ pygments==2.19.1
 pyparsing==3.2.1
 python-dateutil==2.9.0.post0
 pytz==2024.2
-pywin32==304
+pywin32==308
 pyzmq==26.2.0
 referencing==0.36.1
 requests==2.32.3
 rich==13.9.4
 rpds-py==0.22.3
-scikit-learn==1.0.2
+scikit-learn==1.6.1
 scipy==1.13.1
 seaborn==0.13.2
-shap==0.39.0
+shap==0.46.0
 six==1.17.0
 slicer==0.0.8
 smmap==5.0.2
@@ -92,4 +92,4 @@ tzdata==2025.1
 urllib3==2.3.0
 watchdog==4.0.2
 wcwidth==0.2.13
-zipp==3.21.0
\ No newline at end of file
+zipp==3.21.0