Update app.py

app.py

@@ -17,59 +17,9 @@ st.text("The URL for this app is: https://huggingface.co/spaces/445final/final2.
 
 
 
-df = pd.read_csv('State_Employee_Pay.csv')
-
-df_copy = df.copy()
-df['Period Pay Rate'] = df['Period Pay Rate'].str.replace(",", "")
-df['YTD Gross'] = df['YTD Gross'].str.replace(",", "")
-df['Period Pay Rate'] = df['Period Pay Rate'].astype(int)
-df['YTD Gross'] = df['YTD Gross'].astype(int)
-df = df.dropna()
-df = df[df['YTD Gross']!= 0]
-df['Agency'] = df['Agency'].str.lower()
-df['Agency Division'] = df['Agency Division'].str.lower()
-df['Employee Name'] = df['Employee Name'].str.lower()
-df['Position Title'] = df['Position Title'].str.lower()
-
-df_c = df[df['Agency'] == 'corrections']
-df_t = df[df['Agency'] == 'transportation']
-
-df1 = df_t
-
-#agency_division_list = df1['Agency Division'].value_counts().tolist()
-agency_division_list = df1['Agency Division'].unique().tolist()
-
-selected_division = st.selectbox('Agency Division:',
-                                 options=agency_division_list,
-                                 index=0)
-
-# horizontal bar chart
-
-def division_positions(selected_division):
-    df_db = df1[df1['Agency Division'] == selected_division]
-    
-    bar_chart_data = df_db.groupby('Position Title').agg(
-        employeeCount=('Employee Name', 'count'),
-        meanYTDGross=('YTD Gross', 'mean')).reset_index()
-
-    bar_chart_data = bar_chart_data.sort_values('meanYTDGross', ascending=False)
-
-    chart_bar = alt.Chart(bar_chart_data).mark_bar().encode(
-        x=alt.X('employeeCount', title = '# of Employees'),
-        y=alt.Y('Position Title:O',axis=alt.Axis(labelLimit=0, title='Position Title')),
-        tooltip=['Position Title', 'employeeCount', alt.Tooltip(
-            'meanYTDGross:Q', format='$,.0f', title='Avg YTD Gross')]
-               ).properties(title=f'Employee Count by Position in: {selected_division}', 
-                 height=alt.Step(20)).interactive()
-    return chart_bar
-
-
-if selected_division:
-    final_chart = division_positions(selected_division)
-    st.altair_chart(final_chart, use_container_width=True)
-
-st.text('Overall Future Edits: Figure out what to do with positions with 1 employee (if anything), Decide whether to use transportation or corrections data, Re-capitalize agency departments')
-st.text('Chart A Future Edits: Order bars by mean YTD Gross, Make all position titles readable, add title')
+
+#st.text('Overall Future Edits: Figure out what to do with positions with 1 employee (if anything), Decide whether to use transportation or corrections data, Re-capitalize agency departments')
+#st.text('Chart A Future Edits: Order bars by mean YTD Gross, Make all position titles readable, add title')