/IBM-Data-Science-Capstone

IBM Data Science Applied Data Science Capstone

Primary LanguageJupyter Notebook

IBM

Data Science Professional Certificate (Coursera)

Applied Data Science Capstone


  • Language: Python

The objective of this project was to analyze California cities contamination and determine whether the percentage of parks and green areas (relative to all venues in each city) had a relation with the air quality data. In order to perform a more complete analysis, cities were clustered according to air quality index information and the relation between percentage of parks/green areas and air pollution was studied within each cluster.

This repository contains files corresponding to the final assignment in the Data Science Professional Certificate:

  • California_FR_notebook.ipynb: scripts for uploading, processing and analyzing data
  • California_FR_report.pdf: report describing procedures, results and conclusions
  • California_FR_ppt.pptx: presentation including main results