Update app.py

app.py

@@ -110,39 +110,6 @@ 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: