HipAAsynth/synthetic-india-west-bengal

---
license: cc-by-nc-4.0
task_categories:
- tabular-classification
- tabular-regression
tags:
- synthetic
- healthcare
- EHR
- deterministic
- hipaasynth
- india
- west-bengal
- ICMR
- NFHS-5
- mixed-urban-rural
version: "1.0.0"
size_categories:
- n<1K
configs:
- config_name: default
data_files:
- split: train
path: "synthetic_india_west_bengal_sample_100_seed94.csv"
---

# Synthetic India — West Bengal (Mixed Urban/Rural)

100 deterministic synthetic patients calibrated to West Bengal mixed urban/rural epidemiological data.

## What This Is

A regional synthetic cohort from HipAAsynth calibrated to published Indian health statistics for West Bengal. All rates sourced from ICMR-INDIAB, NFHS-5, WHO India, Census of India, IDF Diabetes Atlas, and ABDM. No estimates. No guesses.

## Cohort Profile

| Property | Value |
|----------|-------|
| State | West Bengal |
| Region | Mixed (urban/rural) |
| Seed | 94 |
| Patients | 100 |
| Diabetes Prevalence | 14.2% (ICMR-INDIAB 2023) |
| Hypertension | 29.6% (NFHS-5) |
| Obesity | 28.0% (NFHS-5) |
| Female Anemia | 53.5% mixed (NFHS-5) |

## Contents

| File | Description |
|------|-------------|
| synthetic_india_west_bengal_sample_100_seed94.csv | 100 synthetic patients |
| synthetic_india_west_bengal_sample_100_seed94.json | Same data in JSON with metadata |

## Columns

| Column | Description |
|--------|-------------|
| patient_id | Unique identifier (IN-WB-94-XXXX) |
| data_type | Always SYNTHETIC |
| country | India |
| state | West Bengal |
| region_type | mixed |
| age | Patient age (18+) |
| sex | F or M |
| language_region | Bengali |
| primary_diagnosis | Primary condition |
| secondary_diagnosis | Secondary condition |
| payer | PMJAY, Private Insurance, or Out of Pocket |
| diabetes_type | Type 1 or Type 2 (if diabetic) |
| hba1c | HbA1c value (if diabetic) |
| bmi | Body mass index |
| anemia | Boolean |
| tb_exposure | Boolean |
| vaccination_covid19 | Boolean |
| vaccination_polio | Boolean |
| vaccination_bcg | Boolean |
| healthcare_access_primary | Boolean |
| healthcare_access_secondary | Boolean |
| healthcare_access_tertiary | Boolean |

## Data Sources

| Statistic | Source |
|-----------|--------|
| Diabetes prevalence | ICMR-INDIAB 2023 WB chapter |
| Hypertension, obesity, anemia | NFHS-5 2019-2021 WB factsheet |
| TB incidence | WHO India Country Profile 2023 |
| Age distribution | Census of India 2021 projection |
| HbA1c uncontrolled rate | IDF Diabetes Atlas 10th Ed |
| Payer mix | Ayushman Bharat ABDM 2023 |

## Bilingual Data Notice

English: SYNTHETIC DATA ONLY. Not derived from real patients. No PHI. No IRB. No real patients. Ever.

Hindi: केवल सिंथेटिक डेटा। वास्तविक रोगियों से प्राप्त नहीं। कोई PHI नहीं। कोई IRB नहीं। कोई वास्तविक मरीज़ नहीं। कभी नहीं।

## Reproducibility

Deterministic generation produces identical output across runs. Same seed = same dataset, always.

## License

Data Packs: CC BY-NC 4.0

Proprietary implementation. Structured, inspectable, auditable outputs. Purchase of data packs or outputs does not transfer ownership of the engine or implementation details. Commercial license and usage terms apply.

## Legal Disclaimer

HipAAsynth outputs are synthetic and contain no real patient data or protected health information. Products and datasets are intended for testing, development, research, and benchmarking. They are not intended for clinical decision-making, diagnosis, treatment, or patient care.

## Links

- Website: [HipAAsynth.com](https://hipaasynth.com)
- Products: [hipaasynth.com/#products](https://hipaasynth.com/#products)
- Request a Cohort: [hipaasynth.com/request](https://hipaasynth.com/request.html)
- Contact: [[e-mail]](mailto:[e-mail])

## Version History

| Version | Date | Changes |
|---------|------|---------|
| 1.0.0 | March 2026 | Initial release. 100 patients, seed 94. |