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import pandas as pd | |
import streamlit as st | |
# Read the CSV file into a Pandas DataFrame | |
df = pd.read_csv('cph_airbnb_listings.csv') | |
# Sort the DataFrame by 'neighbourhood' and then by 'price' | |
sorted_df = df.sort_values(by=['neighbourhood', 'price']) | |
# Create a Streamlit app | |
st.title('my_first_app') | |
# Allow user to select a specific neighbourhood | |
selected_neighbourhood = st.selectbox('Select Neighbourhood', sorted_df['neighbourhood'].unique()) | |
# Filter the DataFrame based on selected neighbourhood | |
filtered_df = sorted_df[sorted_df['neighbourhood'] == selected_neighbourhood] | |
# Allow user to set a price range filter | |
price_range = st.slider('Select Price Range', min_value=0, max_value=10000, step=10, value=(0, 1000)) | |
# Filter the DataFrame based on selected price range | |
filtered_df = filtered_df[(filtered_df['price'] >= price_range[0]) & (filtered_df['price'] <= price_range[1])] | |
# Display the filtered DataFrame | |
st.write('Below is the sorted and filtered data:') | |
st.write(filtered_df) |