Create app.py

app.py

@@ -0,0 +1,20 @@
+import streamlit as st
+import pandas as pd
+
+from datasets import load_dataset
+
+@st.cache_data
+def cache_load_dataset():
+    dataset  = load_dataset("kraina/airbnb", "all")
+    return dataset
+
+dataset = cache_load_dataset()
+data = pd.DataFrame(dataset['train']).dropna()
+data['lon'] = data['lng']
+
+st.title("Airbnb Dataset")
+st.subheader('https://doi.org/10.1016/j.tourman.2021.104319')
+
+st.write(f'Cities: {len(data["city"].unique())}')
+st.write(f'Total listings: {len(data)}')
+st.map(data)