Add Application File

app.py

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+import streamlit as st
+from group_by import group_by_keyword
+
+df_xang_jupiter = group_by_keyword("Xăng jupiter", 'Must Have')
+st.write("Xăng jupiter")
+st.bar_chart(df_xang_jupiter.set_index('Time'))
+
+df_xang_lead = group_by_keyword("Xăng lead", 'Must Have')
+st.write("Xăng lead")
+st.bar_chart(df_xang_lead.set_index('Time'))
+
+df_vi_tam = group_by_keyword("Vì tâm", 'Nice To Have')
+st.write("Vì tâm")
+st.bar_chart(df_vi_tam.set_index('Time'))
+
+df_dua = group_by_keyword("Dừa", 'Nice To Have')
+st.write("Dừa")
+st.bar_chart(df_dua.set_index('Time'))
+
+df_ve_so = group_by_keyword("Vé số", 'Nice To Have')
+st.write("Vé số")
+st.bar_chart(df_ve_so.set_index('Time'))
+
+df_bivina = group_by_keyword("Bivina", 'Nice To Have')
+st.write("Bivina")
+st.bar_chart(df_bivina.set_index('Time'))
+
+df_lotter = group_by_keyword("Lotte", 'Nice To Have')
+st.write("Lotte")
+st.bar_chart(df_lotter.set_index('Time'))
+
+df_winmart = group_by_keyword("Winmart", 'Nice To Have')
+st.write("Winmart")
+st.bar_chart(df_winmart.set_index('Time'))

config.py

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+SPREADSHEET_URL = 'https://docs.google.com/spreadsheets/d/1YAEnVA0NlZJXOVPpAZC8EjlUUpm95uJ1wNRi29lhu2I/export?format=csv&gid=0'

group_by.py

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+import pandas as pd
+import config
+
+def group_by_keyword(keyword, column_type):
+    df = pd.read_csv(config.SPREADSHEET_URL, usecols=[0,1,2,3,4], header=3)
+    df['Time'] = pd.to_datetime(df['Time'], format='%B %d %Y')
+    df_keyword = df[df['Items'].str.contains(keyword)]
+    df_keyword[column_type] = df_keyword[column_type].astype(int)
+    df_groupby = (df_keyword
+                  .groupby(df_keyword['Time'].dt.strftime('%Y-%m'))
+                  .agg(total = (column_type, 'sum')))
+
+    new_df = df_groupby.reset_index()
+    new_df['Time'] = pd.to_datetime(new_df['Time'], format='%Y-%m').dt.strftime('%Y-%m')
+    new_df.sort_values(by='Time') 
+    return new_df