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Data Science Resources

This repository of tutorials and demonstrations help data scientists get value faster with SafeGraph data. These are sorted by topic, so you can find help with panel normalization, common use cases for SafeGraph, how to integrate SafeGraph with data science platforms, calculating differences, and more!

See also, the Awesome SafeGraph Data Science Github list for technical resources for working with SafeGraph data provided by the broader data science community.

Getting Started with SafeGraph Data

Topic
Blog Resource
Demo Resource

Core Places in Python

Use polygons from Geometry to do Visit Attribution

Calculating Differences Between Different Core Places Releases

Validating SafeGraph Open/Close Data for Brands

Visualizing SafeGraph Data

Topic
Blog Resource
Demo Resource

Quickly Visualize SafeGraph Data On A Map

Quickly Visualize a Census Block Group On a Map

Visualize Retail Catchment Areas with SafeGraph Patterns

De-clutter Your Maps With Simple Outlier Filtering

Panel Normalization for Longitudinal Analysis, Sampling Bias Corrections, and Extrapolation

Common Use Cases with SafeGraph Data

Topic
Blog Resource
Demo Resource

Calculate Point-Of-Interest Square Feet From SafeGraph Geometry

Correlate 1st-Party Store Data with SafeGraph Patterns

Using SafeGraph Weekly Patterns Dataset to Serve as a Proxy for Discontinued Social Distancing Metrics

Integrating SafeGraph with Data Science Platforms

Topic
Blog Resource
Demo Resource

Building Reliable Data Pipelines for Machine Learning (Webinar)

Using SafeGraph Patterns With Snowflake + Tableau

Updated a day ago



Data Science Resources


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