---
title: "Andwise open data"
canonical: "https://www.joinandwise.com/data"
claim: "andwise:data/catalog@2026-10-21"
license: "CC BY 4.0"
---

# Andwise open data

Every dataset names its source and the date it was checked. License: CC BY 4.0.

## Datasets

- [US physician non-compete law by state](https://www.joinandwise.com/contracts/noncompete.json): For each state and DC: whether physician non-competes are banned, limited or unrestricted, the limits the law sets, exceptions, statute citations and the date the entry was last checked. As of 2026-10-21. Citation: Andwise, "US physician non-compete law by state" (2026-10-21). https://www.joinandwise.com/contracts/noncompete Claim: andwise:data/noncompete@2026-10-21
- [Physician non-compete bills to watch](https://www.joinandwise.com/data/noncompete-bills.json): State bills that would change physician non-compete law, with the furthest stage reached, the outcome, the last action and the date it happened. As of 2026-10-21. Citation: Andwise, "Physician non-compete bills to watch" (2026-10-21). https://www.joinandwise.com/contracts/noncompete/changes Claim: andwise:data/noncompete-bills@2026-10-21
- [Federal student-loan repayment rules, 2026](https://www.joinandwise.com/data/loan-rules.json): RAP, IBR, Tiered Standard, legacy plans, PSLF, residency rules, borrowing caps and 2026–27 interest rates, with the statute or regulation behind each parameter. As of 2026-10-21. Citation: Andwise, "Federal student-loan repayment rules, 2026" (2026-10-21). https://www.joinandwise.com/loans/repayment Claim: andwise:data/loan-rules@2026-10-21
- [Residency rules by state](https://www.joinandwise.com/data/residency-states.json): Training-license requirements, who applies, fees, lead times, when a full license becomes available, and the state income-tax treatment a new resident faces. As of 2026-10-21. Citation: Andwise, "Residency rules by state" (2026-10-21). https://www.joinandwise.com/residency Claim: andwise:data/residency-states@2026-10-21
- [Federal and state income-tax parameters, 2026](https://www.joinandwise.com/data/tax-2026.json): Bracket thresholds, standard deductions and state income-tax rules used to estimate resident take-home pay for tax year 2026. As of 2026-10-21. Citation: Andwise, "Federal and state income-tax parameters, 2026" (2026-10-21). https://www.joinandwise.com/residency/hourly Claim: andwise:data/tax-2026@2026-10-21
- [Resident and fellow stipends, 2025–26](https://www.joinandwise.com/data/resident-stipends.json): National unweighted and weighted mean and median stipends by PGY level, and weighted means by region, from the AAMC stipend survey. As of 2026-10-21. Citation: Andwise, "Resident and fellow stipends, 2025–26" (2026-10-21). https://www.joinandwise.com/residency Claim: andwise:data/resident-stipends@2026-10-21
- [Specialty malpractice and wRVU benchmarks](https://www.joinandwise.com/data/specialty-benchmarks.json): Planning estimates by specialty: mature annual malpractice premium range, typical tail multiple and annual wRVU target. As of 2026-10-21. Citation: Andwise, "Specialty malpractice and wRVU benchmarks" (2026-10-21). https://www.joinandwise.com/contracts/tail-coverage Claim: andwise:data/specialty-benchmarks@2026-10-21
- [Andwise forecasts with resolution criteria](https://www.joinandwise.com/data/forecasts.json): Dated, falsifiable forecasts about physician pay, loans and contract law, each with a probability, a resolution date and the rule that decides it. As of 2026-10-21. Citation: Andwise, "Andwise forecasts with resolution criteria" (2026-10-21). https://www.joinandwise.com/outlook Claim: andwise:data/forecasts@2026-10-21

## Computed answers

Read-only, stateless MCP server: https://mcp.joinandwise.com/mcp. Tools: get_noncompete_rule, list_noncompete_states, compare_loan_plans, estimate_tail, get_answer.

General information, not legal, tax or financial advice. The site describes what the law and rules say; it does not say whether a clause is enforceable or what you should do.