Start Here¶
New to GRIMdata? This page points you to the right place based on what you want to do.
GRIMdata is an open research initiative tracking digital rights and protections for vulnerable populations. The live, interactive scorecard โ map, country comparison, and charts โ is the streamlined product at littlerainbowrights.com โ. Come here when you want the full data, methods, API, and documentation behind it.
In a hurry?
- See the data โ Scorecard map & charts ยท Data Explorer ยท live product โ
- Get the data โ Data Access (API + CSV)
- Understand it โ Design & Methodology
- Run / build it โ Install the pipeline ยท API Quick Start
I'm a researcher¶
You probably want the data, the methodology, and citable provenance.
- Data Access โ API endpoints and CSV exports
- API Quick Start โ your first query in a couple of minutes
- Design & Methodology โ the 10 indicators and the 0/½ scoring rubric
- Data Explorer โ filter, search, and compare countries
Good practice: verify source URLs before citing, report data-completeness, cross-reference with other datasets, and treat a score as a screening signal โ not absolute truth, and not legal advice.
I'm an advocate¶
You probably want evidence for campaigns and a clear picture of gaps.
- Scorecard map & charts โ protections and gaps at a glance
- LittleRainbowRights project โ regional analysis and findings
- Source Transparency Watch โ peer-organisation open-data tracking
- the live product โ
Always pair the scores with qualitative research, local civil-society perspectives, enforcement data, and community testimony. The scorecard shows where to look โ not lived experience.
I'm a policymaker¶
You probably want benchmarking and gap analysis.
- Scorecard map & charts โ regional benchmarking
- Design & Methodology โ what each indicator does and does not measure
- LittleRainbowRights project โ regional strengths, gaps, and leaders
Keep in mind: the scorecard does not capture implementation quality, cultural context, or political feasibility. Use it to inform priorities, and supplement it with stakeholder consultation.
I'm a developer¶
You probably want to run the pipeline or call the API.
- Install the pipeline and Quick Start โ run an analysis locally
- API Quick Start and Endpoint Reference
- Architecture โ how the pipeline and API fit together
Can't find what you need? Browse the full navigation, or open an issue.