HCRIS Cost Reports
Annual financial data for every Medicare-certified hospital: revenue, expenses, bed counts, patient days, payer mix, and geographic data.
CMS Care Compare
Hospital quality ratings: overall star rating (1-5), readmission rates, mortality rates, patient experience (HCAHPS), value-based purchasing scores, and hospital-acquired condition scores.
Medicare Utilization
Medicare inpatient utilization by DRG: discharges, covered days, charges, and payments. Identifies which procedures generate the most volume and revenue at each hospital.
IRS Form 990
Tax filings for non-profit hospitals. Cross-checks HCRIS financial data against independently-filed tax returns. Includes total revenue, total assets, executive compensation, and community benefit spending.
FRED Economic Data
Treasury yields, CPI, and healthcare spending macro indicators. Used for WACC calculations, market pulse indicators, and DCF models. Falls back to static benchmarks when API is unavailable.
SEC EDGAR
10-K and 10-Q filings from publicly-traded hospital systems (HCA, Tenet, UHS, CYH, Lifepoint). Provides transaction multiples and peer comparison data for valuation context.
Analytical Modules (51/51 loaded)
Every Python module powering SeekingChartis analysis. Click "View" to see the output.
| Module | Package | Status | Page |
|---|---|---|---|
| PE Math (IRR, MOIC, Covenants) | rcm_mc.pe.pe_math | Loaded | View → |
| EBITDA Bridge (7 Levers) | rcm_mc.pe.rcm_ebitda_bridge | Loaded | View → |
| Returns Waterfall | rcm_mc.pe.waterfall | Loaded | View → |
| Debt Trajectory | rcm_mc.pe.debt_model | Loaded | View → |
| Ramp Curves (S-curve) | rcm_mc.pe.ramp_curves | Loaded | View → |
| Lever Dependencies | rcm_mc.pe.lever_dependency | Loaded | View → |
| PE Attribution | rcm_mc.pe.attribution | Loaded | View → |
| Predicted vs Actual | rcm_mc.pe.predicted_vs_actual | Loaded | View → |
| Value Creation Plan | rcm_mc.pe.value_plan | Loaded | View → |
| DCF Model | rcm_mc.finance.dcf_model | Loaded | View → |
| LBO Model | rcm_mc.finance.lbo_model | Loaded | View → |
| 3-Statement Model | rcm_mc.finance.three_statement | Loaded | View → |
| Market Analysis (Moat) | rcm_mc.finance.market_analysis | Loaded | View → |
| Denial Drivers | rcm_mc.finance.denial_drivers | Loaded | View → |
| OLS Regression | rcm_mc.finance.regression | Loaded | View → |
| Monte Carlo Simulator | rcm_mc.core.simulator | Loaded | View → |
| Conformal Prediction | rcm_mc.ml.conformal | Loaded | View → |
| Ridge Predictor | rcm_mc.ml.ridge_predictor | Loaded | View → |
| Comparable Finder | rcm_mc.ml.comparable_finder | Loaded | View → |
| Anomaly Detector | rcm_mc.ml.anomaly_detector | Loaded | View → |
| Temporal Forecaster | rcm_mc.ml.temporal_forecaster | Loaded | View → |
| Portfolio Learning | rcm_mc.ml.portfolio_learning | Loaded | View → |
| Feature Engineering | rcm_mc.ml.feature_engineering | Loaded | View → |
| Causal Inference | rcm_mc.analytics.causal_inference | Loaded | View → |
| Counterfactual Modeling | rcm_mc.analytics.counterfactual | Loaded | View → |
| Service Line Analysis | rcm_mc.analytics.service_lines | Loaded | View → |
| Deal Screener | rcm_mc.analysis.deal_screener | Loaded | View → |
| Deal Sourcer | rcm_mc.analysis.deal_sourcer | Loaded | View → |
| Diligence Questions | rcm_mc.analysis.diligence_questions | Loaded | View → |
| Playbook Builder | rcm_mc.analysis.playbook | Loaded | View → |
| Challenge Solver | rcm_mc.analysis.challenge | Loaded | View → |
| Pressure Test | rcm_mc.analysis.pressure_test | Loaded | View → |
| Deal Query Engine | rcm_mc.analysis.deal_query | Loaded | View → |
| Hospital Screener | rcm_mc.intelligence.screener_engine | Loaded | View → |
| Market Pulse | rcm_mc.intelligence.market_pulse | Loaded | View → |
| Insights Generator | rcm_mc.intelligence.insights_generator | Loaded | View → |
| SeekingChartis Score | rcm_mc.intelligence.caduceus_score | Loaded | View → |
| Economic Ontology | rcm_mc.domain.econ_ontology | Loaded | View → |
| CMS Care Compare | rcm_mc.data.cms_care_compare | Loaded | View → |
| CMS Utilization | rcm_mc.data.cms_utilization | Loaded | View → |
| IRS Form 990 | rcm_mc.data.irs990 | Loaded | View → |
| SEC EDGAR | rcm_mc.data.sec_edgar | Loaded | View → |
| EDI 837/835 Parser | rcm_mc.data.edi_parser | Loaded | View → |
| Claim Analytics | rcm_mc.data.claim_analytics | Loaded | View → |
| Benchmark Evolution | rcm_mc.data.benchmark_evolution | Loaded | View → |
| System Network | rcm_mc.data.system_network | Loaded | View → |
| Price Transparency | rcm_mc.infra.transparency | Loaded | View → |
| Scenario Shocks | rcm_mc.scenarios.scenario_shocks | Loaded | View → |
| Vertical: ASC | rcm_mc.verticals.asc.bridge | Loaded | View → |
| Vertical: Behavioral Health | rcm_mc.verticals.behavioral_health.bridge | Loaded | View → |
| Vertical: MSO | rcm_mc.verticals.mso.bridge | Loaded | View → |
Data Pipeline
SeekingChartis ingests public data from CMS, IRS, FRED, and SEC. Data flows through validation, scrubbing, and normalization before being available for analysis. Every number in the platform traces back to one of these sources.