awesome-safegraph-datascience
github.com/safegraphinc/awesome-safegraph-datascience ↗A community-supported list of awesome data science resources relevant to SafeGraph data
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71
Curated Resources
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4 hours ago
Last Refreshed
CodeAnalysis FrameworksResults, Dashboards, and Visualizations (Inspiration)Helpful Free Software / WebsitesRecommended Licensed Software ToolsSafeGraph DocumentationSafeGraph Community
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Installation instructions →What's inside
Analysis Frameworks
- Advanced Methods for Correlating SafeGraph Patterns With Other Datasets Across Time
- Analyze Demographic Profiles of Retail Visitors From SafeGraph Patterns Data
- Analyzing Top Brands in SafeGraph Neighborhood Patterns Data
- Calculate Statistics and Confidence Intervals from SafeGraph Patterns
- Covid-19 Case Count Forecasting using SafeGraph data
- Data Analysis Methodology for the SafeGraph Stay-At-Home Index
Code
- Aggregate social distancing metrics visits from origin CBG to destination CBG at the county levelPython Code, Tools, Tutorials
- Automated Download and Filtering, Prep for Normalization (Monthly Patterns)Python Code, Tools, Tutorials
A notebook to easily filter monthly patterns to your desired POIs, and prepare data for use with
- Calculate area / square footage from SafeGraph Geometry polygon_wkt using geopandasPython Code, Tools, Tutorials
- CBG to zip code/ZCTA mergePython Code, Tools, Tutorials
A notebook showing how to make a master dataset that includes a cross reference for nearly all CBG to ZCTA to Zip code conversion
- Connecting Safegraph_place_id to Census Block Groups (CBGs) -- CoLab notebookPython Code, Tools, Tutorials
- Convert SafeGraph geometry CSV files to ESRI Shapefile (.shp) format -- CoLab notebookPython Code, Tools, Tutorials
Helpful Free Software / Websites
Results, Dashboards, and Visualizations (Inspiration)
Recommended Licensed Software Tools
SafeGraph Community
Resources
SafeGraph Documentation
- SafeGraph data science resources page
Lots of notebooks and demos using SafeGraph data produced by SafeGraph
- SafeGraph Docs page
- SafeGraph FAQ
- SafeGraph Monthly Release Notes
- SafeGraph Places Manual
Showing a sample of 71 resources. View the full list on GitHub →