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Kiranontimitta
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Create app.py
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app.py
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import streamlit as st
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import pandas as pd
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# Load the data
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data = pd.read_csv('Exact_Match_Updated_Authors_Data.csv')
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# Display the title
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st.title("Data Filter:")
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# Sidebar filters with "All" option
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country_options = ['All'] + list(data['country'].unique())
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selected_country = st.sidebar.selectbox('Select Country', country_options)
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# Filter by selected country
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if selected_country != 'All':
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filtered_data = data[data['country'] == selected_country]
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else:
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filtered_data = data
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# Further filter by university
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university_options = ['All'] + list(filtered_data['university'].unique())
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selected_university = st.sidebar.selectbox('Select University', university_options)
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if selected_university != 'All':
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filtered_data = filtered_data[filtered_data['university'] == selected_university]
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# Further filter by department
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department_options = ['All'] + list(filtered_data['department'].unique())
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selected_department = st.sidebar.selectbox('Select Department', department_options)
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if selected_department != 'All':
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filtered_data = filtered_data[filtered_data['department'] == selected_department]
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# Further filter by year
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year_options = ['All'] + list(filtered_data['year'].unique())
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selected_year = st.sidebar.selectbox('Select Year', year_options)
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if selected_year != 'All':
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filtered_data = filtered_data[filtered_data['year'] == selected_year]
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# Display the filtered data
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st.write("Filtered Data", filtered_data)
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