Product Tour
Community health intelligence,
built around the environmental dimension.
Air quality, water contamination, toxic releases, and climate exposure are factors that contribute to community health outcomes. Banana Analytics overlays them with chronic disease, provider access, and social vulnerability across every U.S. county. Here is what you can do with it.
5-minute walkthrough
See the whole workflow in one video.
Service area → scored cohort → AI summary → Canvas → exported report. Or scroll past for the section-by-section breakdown.
Chapters, transcript, and a deep link to YouTube on the demo page →
Geographic Explorer
FreeStart with a Map of 3,222 US Counties
Pick a state, search for counties, and build a cohort. The choropleth map colors every county by Community Health Risk, Opportunity Score, or any of the four dimension scores. Click counties to add them to your comparison set.
- 6 base map layers plus 4 named signal overlays
- Active fire perimeter overlay from WFIGS (daily refresh)
- Multi-county comparison with unlimited selection (Professional)
- Saved cohorts for returning to your service area
Four-Dimension Scoring
FreeEvery County Scored Across Four Dimensions
Each county gets a 0-100 score on Environmental Risk, Disease Burden, Provider Gap, and SDOH Stress. Scores are benchmarked against state and national averages with trend sparklines showing 5-year direction.
- Environmental Risk: PM2.5, ozone, toxic releases, PFAS, radon, heat, lead paint risk from EPA, USGS, and EJSCREEN
- Disease Burden: 30+ chronic disease measures from CDC PLACES, mortality from CDC WONDER, cancer incidence from NCI
- Provider Gap: Healthcare workforce supply from NPPES and HRSA shortage area designations
- SDOH Stress: 7 social determinant domains with 20 individual measures from County Health Rankings and Census ACS
Compound Signals
ProfessionalWhere Multiple Crises Converge
Compound signals fire when two or more dimensions are simultaneously elevated above the 70th national percentile. A county with high disease burden AND high provider gap is a fundamentally different problem than either alone. Our named signals identify specific convergence patterns.
- Respiratory Burden: PM2.5 exposure + asthma/COPD prevalence + pulmonology access deficit
- Wildfire Smoke Vulnerability: Active fire proximity + smoke-influenced AQI + respiratory disease
- Heat Health Risk: Extreme heat days + cardiovascular/diabetes comorbidity + cardiology access
- Industrial Pollution Burden: TRI facility density + PFAS + pesticide use + provider access
Service Line Opportunities
ProfessionalFrom Data to Strategic Action
Six clinical service lines scored per county, translating converging health patterns into specific strategic findings. Not just where disease concentrates, but where the response gaps are.
- Respiratory: pulmonology, allergy & immunology
- Cardiovascular: cardiology, cardiac surgery
- Oncology: cancer centers, screening programs
- Renal: nephrology, dialysis
- Endocrine: diabetes & endocrinology
- Behavioral Health: psychiatry, substance use, crisis services
Location Deep Dive
FreeSingle-County Intelligence Pages
Every county has a dedicated deep dive page with adaptive hero tiles that surface the most relevant KPIs for that county's profile. A western county with active fires leads with fire data. An SDOH-dominant county leads with poverty and food insecurity.
- Structural profile with named signal decomposition
- Current conditions: live AQI, active fire proximity, NWS advisories
- Action guidance: top flagged signals and service line priorities
- Tract-level drill-down: 74,000 Census tracts with EJSCREEN, CDC PLACES, and SVI data (Professional)
BYO Cohort Upload
Consultant StudioBring Your Own Member Geography
Upload a CSV of your service area with geography codes and member counts. The platform validates your file, rejects any columns that could contain PHI (30+ regex patterns), and creates a weighted cohort. Summary stats use member-weighted rollups instead of simple county averages.
- PHI guardrail: automatically rejects names, DOB, addresses, SSN, MRN, diagnosis codes
- Supports county FIPS, ZCTA, and Census tract geographies
- Member-weighted rollups for accurate service area analysis
- Template CSV download included
CHNA-Ready Reports
ProfessionalProfessional PDF Reports with Source Citations
Generate branded PDF reports with executive summaries, service area synthesis, environmental analysis, health outcomes, trend charts, SDOH profiles, compound signal narratives, and strategic implications. Every data point cites its federal source and vintage.
- Multi-county service area synthesis with cross-county pattern detection
- Per-county executive profiles ranked by severity
- Trend sparklines showing 5-year direction for key indicators
- Methodology page with per-source vintage table
- Location Deep Dive data for current conditions (AQI, fires, advisories)
Data Transparency
FreeEvery Source, Every Vintage, Every Refresh
We publish exactly where every number comes from. 10 federal data sources, 73 automated extractors, 104 metrics. The pipeline refreshes daily via Airflow, and data freshness badges show when each source was last updated.
- Public data sources page with vintage dates and refresh cadences
- Dual-freshness model: structural (annual) vs. operational (daily) data
- Per-source freshness badges on Location Deep Dive pages
- Full scoring methodology published at /methodology
Ready to explore?
Every county profile is free. Start with your community, build a cohort, and see where the forces converge.