app.py

import streamlit as st
import pandas as pd
import folium

# Define the data for top ten cities in India
data = {
    'City': ['Mumbai', 'Delhi', 'Bangalore', 'Hyderabad', 'Ahmedabad', 'Chennai', 'Kolkata', 'Surat', 'Pune', 'Jaipur'],
    'Latitude': [19.0760, 28.7041, 12.9716, 17.3850, 23.0225, 13.0827, 22.5726, 21.1702, 18.5204, 26.9124],
    'Longitude': [72.8777, 77.1025, 77.5946, 78.4867, 72.5714, 80.2707, 88.3639, 72.8311, 73.8567, 75.7873]
}

# Create a pandas DataFrame from the data
df = pd.DataFrame(data)

# Render the map of India using Folium
india_map = folium.Map(location=[20.5937, 78.9629], zoom_start=5)

# Plot markers for each city on the map
for i in range(len(df)):
    folium.Marker(
        location=[df['Latitude'][i], df['Longitude'][i]],
        popup=df['City'][i]
    ).add_to(india_map)

# Display the map using Streamlit
st.title('Top Ten Cities in India')
st.write("Map showing the top ten cities in India:")
st.write(india_map)