Help local hawaiian businesses by TAKING THE SURVEY

An Independent Research Survey Asking for Everyone’s Input on How to Use Mobile Data to Help Local Businesses in Hawaii

Help your local community learn more about what mobile data can do for you by TAKING THE SURVEY

Look at Charts, Graphs & Maps Based on Mobile Data about the State of Hawaii Pre and Post COVID-19 And Tell Us What You Think

An Independent Research Survey Asking for Your Input on How to Use Mobile Data to Help Local Businesses in Hawaii

Help local hawaiian businesses by TAKING THE SURVEY

Look at Charts, Graphs & Maps Based on Mobile Data about the State of Hawaii Pre and Post COVID-19 and Tell Us What You Think

Help your local community learn more about what mobile data can do for you by TAKING THE SURVEY

An Independent Research Survey Asking for Everyone’s Input on How to Use Mobile Data to Help Local Businesses in Hawaii

Look at Charts, Graphs & Maps Based on Mobile Data about the State of Hawaii Pre and Post COVID-19 And Tell Us What You Think

What's in the Survey

Charts & Graphs

Maps

Explanations

Data & Applications

SafeGraph

SafeGraph is a data company offering highly accurate data about physical points of interest (POIs) in the US, UK and Canada including machine generated, human verified building footprint polygons, core location data, and aggregated foot traffic or foot fall on specific POIs or Census Block Groups (CBGs),

R & RStudio

R is a language and free software environment for statistical computing and graphics. RStudio provides free and open source tools for R.

PostgreSQL, PostGIS, pgRouting & QGIS

PostgreSQL is a powerful, open source object-relational database system. PostGIS and pgRouting are spatial database extensions for PostgreSQL that add support for geographic objects and geospatial routing. QGIS is a free and open source geographic information system.

Contact the principal investigator: higeomancer at gmail.com


Maps and other information products published under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Data ("Patterns" and "Places") provided by SafeGraph through a 1-year non-commercial data license agreement.