Christmas Crisis - Saving Santa with Pandas and GeoPandas.

Christmas Crisis - Saving Santa with Pandas and GeoPandas.

Christmas Crisis - Saving Santa with Pandas and GeoPandas.

Saving Santa with Pandas and GeoPandas

Finally! I know! A Data Science Project as Festive as the Season!

Data Science has many applications; so many in fact, it is nigh impossible to even be considered proficient in half of them! But, that shouldn’t dissuade us from trying to become as equipped for the future as possible. I challenge you to take on this project and have a once in a lifetime opportunity to serve as Santa’s “pocket” Data Scientist!

As a precursor to this project, note that this project is designed to be a challenge project. You are given the [tools and supplies_](https://github.com/Trippl7777/christmas_crisis), but the method is left up to you! While the ‘answer key’ is provided on Github, you should have everything you need in the data to figure it out. This project also serves to introduce you to some tools you may not be familiar with, yet._

What you will need (or better yet, what you should be prepared to teach yourself 😉):

  • good understanding of Data Science oriented Python libraries
  • basic understanding of GeoPandas
  • love of Christmas!

What you will learn:

  • How to merge non-standardized data with a Universal Standard Identifier (Placekey)
  • How to find points within polygons using Geopandas
  • How to filter the data to determine the best possible outcome (min/max)
  • How to merge data and determine foot traffic to given POI (SafeGraph)
  • How tosave** Santa** and Christmas

christmas data-science gis pandas projects

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