Added updates

Author: Rakesh9100

.gitignore

@@ -0,0 +1 @@
+venv/

app.py

@@ -10,7 +10,6 @@
 
 
 warnings.filterwarnings("ignore")
-st.set_option("deprecation.showPyplotGlobalUse", False)
 
 
 def get_data_from_excel():
@@ -75,7 +74,7 @@ def home(df):
     st.markdown(center_css, unsafe_allow_html=True)
     # Add header image
     header_image = "https://pink.pharmaintelligence.informa.com/-/media/editorial/pink-sheet/00_regular-column-images/drugreviewprofile_1200x675.jpg?rev=64d4d3dd70c547e5852a54c721ad553c&w=790&hash=4B5DD4FA49DAC3A70E3CFA4D1F526FE8"  # Replace with the path to your image
-    st.image(header_image, use_column_width=True)
+    st.image(header_image, use_container_width=True)
 
     def web_scraping(qs):
         try:

requirements.txt

@@ -1,9 +1,9 @@
 beautifulsoup4==4.12.3
 black==24.10.0
-matplotlib==3.9.2
-numpy==2.1.2
-pandas==2.2.3
-scikit-learn==1.5.1
+matplotlib<3.8.0
+numpy>=1.23
+pandas<2.2.0
+scikit-learn==1.4.2
 seaborn==0.13.2
 gensim==4.3.3
 xgboost==2.1.1