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Runtime error
| import os | |
| import shutil | |
| import gdown | |
| import pandas as pd | |
| import plotly.express as px | |
| import streamlit as st | |
| def get_data(): | |
| # Download file from Google Drive | |
| # This file is based on data from: http://insideairbnb.com/get-the-data/ | |
| file_id_1 = "1rsxDntx9CRSyDMy_fLHEI5Np4lB153sa" | |
| downloaded_file_1 = "listings.pkl" | |
| gdown.download(id=file_id_1, output=downloaded_file_1) | |
| # Read a Python Pickle file | |
| return pd.read_pickle("listings.pkl") | |
| df = get_data() | |
| st.title("The Airbnb dataset of Amsterdam") | |
| st.markdown( | |
| "The dataset contains slight modifications with regards to the original for illustrative purposes" | |
| ) | |
| st.dataframe(df.head(100)) | |
| st.text("The dataset was retrieved using the following code:") | |
| st.code( | |
| """ | |
| @st.cache | |
| def get_data(): | |
| # Download file from Google Drive | |
| # This file is based on data from: http://insideairbnb.com/get-the-data/ | |
| file_id_1 = "1f6o9IeaieH_xXyghjnREfl2dC44pIUc4" | |
| downloaded_file_1 = "listings.pkl" | |
| gdown.download(id=file_id_1, output=downloaded_file_1) | |
| # Read a Python Pickle file | |
| return pd.read_pickle("listings.pkl") | |
| """, | |
| language="python", | |
| ) | |
| st.markdown( | |
| "*Let's take a closer look at the supposed relation between **price_in_dollar** and **review_scores_rating**.*" | |
| ) | |
| st.plotly_chart( | |
| px.scatter( | |
| df, | |
| x="price_in_dollar", | |
| y="review_scores_rating", | |
| trendline="ols", | |
| trendline_color_override="orange", | |
| ) | |
| ) | |