/Air-Pollution

An attempt to analyze Haifa's air quality

Primary LanguageJupyter NotebookMIT LicenseMIT

Air Pollution

This repository contains an analysis of air pollution in Israel, with a focus on Haifa.

Included in the notebooks and code folder are two analyses:

  1. An exploratory analysis of a custom dataset, comprised of data from 8 years, 5 cities and ~7 pollutants

    A full walkthrough this analysis can be found here

    The relevant notebook is Exploration.ipynb

  2. Evaluation of Haifa's low emission zone policy on air quality outcomes using synthetic controls

    A walkthrough of this evaluation is coming soon..

    The relevant notebook is Haifa LEZ Synthetic Control.ipynb


Some plots from the exploration phase


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