Update app.py

app.py

@@ -110,6 +110,38 @@ if QueryDatabase:
 
 st.title("File Upload and Profiling")
 
+# uploaded_file = st.file_uploader("Upload a CSV file", type="csv")
+
+# RunProfiler=False
+# if uploaded_file is not None:
+#     if RunProfiler:
+
+#         # Load the data using pandas
+#         df = pd.read_csv(uploaded_file)
+
+#         # Generate the pandas profiling report
+#         profile = ProfileReport(df, explorative=True)
+
+#         # Display the pandas profiling report using streamlit
+#         st.header("Data Profiling Report")
+#         st.write(profile.to_html(), unsafe_allow_html=True)
+
+#         # Display word statistics for each categorical string column
+#         cat_cols = df.select_dtypes(include='object').columns
+#         st.header("Word Statistics for Categorical Columns")
+#         for col in cat_cols:
+#             st.subheader(col)
+#             word_count = df[col].str.split().apply(len).value_counts().sort_index()
+#             st.bar_chart(word_count)
+
+#     # Grouped count by each feature
+#     num_cols = df.select_dtypes(include=['float', 'int']).columns
+#     st.header("Grouped Count by Each Feature")
+#     for col in num_cols:
+#         st.subheader(col)
+#         count_by_feature = df.groupby(col).size().reset_index(name='count')
+#         st.bar_chart(count_by_feature)
+
 # Upload a CSV dataset
 uploaded_file = st.file_uploader("Upload your dataset", type=["csv"])
 if uploaded_file is not None: