US Car accident heatmap

Data pipeline project

Jedha Data Science Bootcamp

#dsen-paris-04 -

Introduction

In this project, my goal is to produce a comprehensive visualization of the distribution of the US car accidents. Using a dataset from kaggle, I manage to produce a heatmap:

Project architecture

1. Data upload on a S3 bucket
2. Exploratory data analysis using Spark on Databricks
3. Send the aggregated data back on a S3 bucket
4. Create a Dash web app image to plot an interactive map
5. Deploy the image using Elastic Beanstalk CLI
6. Access the app on the web