cmu-delphi / covidcast-modeling

Data analyses surrounding Delphi's COVIDcast effort.

Delphi Statistical Analyses

Statistical analyses for Delphi COVID-19 Response Team

This is the home for short term projects that explore the data within Delphi. See the following document for descriptions and recommendations for data analysis projects. Each "chapter" in the TOC below corresponds to a DAP and look at usage for instructions.

Usage

To add a project, such as a DAP, to this repository, simply,

• create a branch of the same name as your project such as dv_correlation for doctor visit correlation diagnosis, work on this branch until the review phase.
• add a directory with a README containing: title, authors, abstract, conclusions, table of contents, reproducibility instructions
• add code folder with makefile for reproduction
• add notebook folder with jupyter/Rmd notebooks
• add data folder with .gitignore
• add your project to the TOC
• when completed make a PR and assign a reviewer (typically a senior statistician), think of this as the review phase for a publication

Table of Contents

1. Indicators smoother utility
2. Doctor visits correlation diagnosis
3. Indicator dashboards
4. Invervention mobility analysis
5. Google symptoms exploration