Synthetic Person Data Generator

Synthetic person records with 65 jointly-distributed attributes — demographics, health, behavioral, financial — calibrated against public US reference data.

Demographic-first generator. Returns synthetic person records with 65 jointly-distributed attributes across 9 domains (identity, geography, social, financial, behavioral, health basics, health conditions, healthcare utilization, medications). Each marginal distribution cites a public source (ACS 2022, NHANES 2017-2020, CDC NDSS, KFF 2023, MEPS 2022, BLS 2023, USPS L005 2024). Cross-field invariants are enforced: BMI = weight/(height/100)², ZIP matches state per USPS SCF ranges, insulin only fires for diabetics. Deterministic by seed. Three locales (en-US full fidelity; en-GB / en-IN identity-native with en-US health fallback, disclosed via locale_data_source). Async bulk generation: submit a job, download the JSONL or CSV file via a download URL.

Parameters

Example record

{
  "id": "64PG6RYQXXD7XFEKZJ6AW616M7",
  "given_name": "Elizabeth", "family_name": "Robinson",
  "age": 31, "sex_at_birth": "female",
  "race": "white", "ethnicity": "hispanic",
  "locale": "en-US", "country": "US", "state": "IL", "urbanicity": "suburban",
  "education": "some_college", "insurance_type": "marketplace",
  "height_cm": 171.8, "weight_kg": 76.4, "bmi": 25.9, "waist_circumference_cm": 89.1,
  "diabetes_status": "diagnosed_t2dm", "family_history_diabetes": true,
  "visits_past_year": 7, "number_of_prescriptions": 1, "on_insulin": false
  // ... 49 more attributes
}

Call it

# 1. Register once — returns your clientId and sets a session cookie
curl -sS -c cookies.txt -X POST https://api.simpleidgen.com/v1/auth/register \
  -H 'Content-Type: application/json' \
  -d '{"name":"You","email":"you@company.com","password":"your-password"}'

# 2. Submit a generation job (uses the saved cookie)
curl -sS -b cookies.txt -X POST https://api.simpleidgen.com/v1/datasets/person \
  -H 'Content-Type: application/json' \
  -d '{"clientId":"<your client id>","count":100000,"seed":42}'

# 3. Poll status, then download the JSONL once completed
curl -sS -b cookies.txt https://api.simpleidgen.com/v1/datasets/<job_id>

// After registering or logging in (session cookie set), submit a job:
const res = await fetch('https://api.simpleidgen.com/v1/datasets/person', {
  method: 'POST',
  credentials: 'include',
  headers: { 'Content-Type': 'application/json' },
  body: JSON.stringify({ clientId: '<your client id>', count: 100000, seed: 42 }),
});
const { jobId, statusUrl } = await res.json();

import requests
s = requests.Session()
s.post('https://api.simpleidgen.com/v1/auth/login', json={'email': 'you@company.com', 'password': '...'})
job = s.post('https://api.simpleidgen.com/v1/datasets/person', json={'clientId': '<your client id>', 'count': 100000, 'seed': 42}).json()
print(job['jobId'], job['statusUrl'])