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Upload 2 files
Browse files- app.py +44 -0
- requirements.txt +2 -0
app.py
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import streamlit as st
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import pandas as pd
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import plotly.express as px
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st.set_page_config(page_title='Excel Plotter')
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st.title('My Excel File Plotter Dashboard 👨🎓')
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st.subheader('Prepare to be amazed as we transform your Excel file into stunning visualizations!')
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uploaded_file = st.file_uploader('Choose a XLSX file', type='xlsx')
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if uploaded_file:
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st.markdown('---')
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df = pd.read_excel(uploaded_file, engine='openpyxl')
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st.dataframe(df)
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lst=df.columns
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groupby_column = st.selectbox(
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'What would you like to analyse?',
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lst,
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)
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####### It is better to extract above list from the dataframe, they might change
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output_columns = st.multiselect(
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'What would you like to analyse?',
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lst,
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)
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#output_columns = ['Sales', 'Profit']
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df_grouped = df.groupby(by=[groupby_column], as_index=False)[output_columns].sum()
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# -- PLOT DATAFRAME
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fig =px.bar(
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df_grouped,
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x=groupby_column,
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y='Sales',
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color='Profit',
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color_continuous_scale=['blue', 'yellow', 'green',],
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template='plotly_white',
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title=f'<b>Sales & Profit by {groupby_column}</b>' )
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st.plotly_chart(fig)
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# -- DOWNLOAD SECTION
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st.subheader('"Moreover, starting next week, we will be introducing a new feature that allows you to conveniently download these files, inshaAllah"')
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requirements.txt
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streamlit
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plotly.express
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