patcha-ranat/Crime-REST-API-Machine-Learning

Work with open REST API, Semi-structured data, and Learn Machine Learning

Term Project (Data Analysis): IoT Fundamentals 2102541

For educational purpose

Objective: Work with REST API to request for data, Study Machine Learning applying

Term Project by Patcharanat P.

Data Source : DATA.POLICE.UK (Last updated: 22-03-01 [ISO format])

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Police API Documentation:

• Link to API Documentation

Crime categories:

• Link to Crime catagories document

Crime at a location:

• Link to Crime at a location

About

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Data is about crimes occuring at a specific location that is Victoria Square at Birmingham, United Kingdom. It's open data about crime in England, Wales and Northern Ireland, which is made available under the Open Government Licence v3.0.

Table of Contents

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• Import Library
• Data Preparing (REST API)
• Exploratory Data Analysis: EDA
• Machine Learning
• Reference

see more-- "iot-rest-api-machine-learning.ipynb"