Researcher Data Gap Analysis

Santa Cruz Doughnut Economics — Data Completeness & Quality Report
Outreach Directory Back to Doughnut
Data Completeness Heatmap
Each cell shows data quality across jurisdictions and dimensions. Color = completeness level.
Complete (source + value + year)
Partial (value but missing source/year)
Missing or placeholder data
Unknown (NaN level)
Visual Analysis
Charts showing data coverage, quality distribution, and gaps by jurisdiction.

Data Completeness by Jurisdiction

Missing Fields Breakdown

Data Staleness (Year of Most Recent Data)

Screenshot Coverage (Primary Source Evidence)

Severity Distribution by Jurisdiction

Social vs Ecological Completeness

Detailed Gap Inventory
Every dimension across all jurisdictions, with quality flags showing what's missing.
Jurisdiction Ring Dimension Status Value Year Quality Flags
Research Gaps Report
Narrative analysis of data gaps, priorities, and recommended next steps.