🍻 Find Nearest Pub - Web Application

A simple and interactive Streamlit-based web application that helps users locate the nearest pub in the UK based on their current latitude and longitude. This project utilizes a dataset of over 48,000 pubs from across the UK and demonstrates the power of geospatial analysis using Python.

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🚀 Features

• 🌍 Input your latitude and longitude to get the 5 nearest pubs
• 📍 View locations on an interactive Map using Folium
• 📊 Display key pub information like name, address, and postcode
• ⚡️ Fast and user-friendly interface built with Streamlit

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🛠️ Technologies Used

• Python 🐍
• Pandas 📊
• NumPy 🔢
• Streamlit 🌐
• Folium 🗺️
• Geopy 📍

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📂 Dataset

• Name: Open Pub Dataset
• Source: UK Government Open Data Portal
• Size: 48,000+ entries

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📌 Use Case

• Ideal for tourists, pub-goers, and delivery services who need to find the closest pub in unfamiliar areas quickly and accurately.

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🙌 Acknowledgements

• Dataset: data.gov.uk
• Inspired by geospatial location-based apps and real-world logistics use cases.