Skip to content

ammar1y/Clustering-and-Comparing-the-Neighborhoods-of-New-York-City-and-Toronto

master
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
 
 
 
 
 
 

Clustering and Comparing the Neighborhoods of New York City and Toronto

This is the repository for the capstone project of IBM Data Science Professional Certificate. In this project, the neighborhoods of New York City and Toronto are clustered into groups of similar neighborhoods where the similarity is based on the categories (types) of venues in the neighborhoods.

Foursquare API was used to retrieve data on the venues of the neighborhoods and their categories.

Files in this Repository

This repository contains the following files:

  • The Report.pdf file is the PDF report of the project. It contains detailed explanation of the stages of the project.
  • The Notebook.ipynb file is the Jupyter notebook that contains all the code used to conduct the project. newyork_data.json file is needed when running the notebook code.

You can also read my blog post about this project here.

About

Capstone Project for IBM Data Science Professional Certificate

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published