HipAAsynth/synthetic-fargo-nd

---
license: cc-by-nc-4.0
task_categories:
- tabular-classification
- tabular-regression
tags:
- synthetic
- healthcare
- EHR
- deterministic
- hipaasynth
- north-dakota
- fargo
- population-calibrated
- census
version: "1.0.0"
size_categories:
- n<1K
configs:
- config_name: default
data_files:
- split: train
path: "synthetic_fargo_nd_sample_100_seed1002.csv"
---

# Synthetic Fargo, ND — Population-Calibrated Cohort

100-patient sample from a full 131,922-patient deterministic synthetic cohort calibrated to U.S. Census data for Fargo, North Dakota.

## What This Is

A sample from HipAAsynth's population-calibrated synthetic cohort for Fargo, ND. Demographics match Census Bureau QuickFacts / ACS 2020-2024 data. Condition prevalence flows from CDC/NHANES age-stratified tables applied to this demographic profile. Full 131,922-patient cohort available from the website.

## This Is a Sample

This dataset contains 100 patients. The complete cohort contains 131,922 synthetic patients matching Fargo's actual population. Full cohorts are available at [hipaasynth.com/request](https://hipaasynth.com/request.html).

## Population Profile

| Property | Value | Source |
|----------|-------|--------|
| City | Fargo, ND | — |
| Actual Population | 131,922 | Census QuickFacts July 2025 |
| Sample Size | 100 | — |
| Seed | 1002 | — |
| Female % | 50.4% | Census QuickFacts 2020-2024 |
| White | 81.7% | Census QuickFacts 2020-2024 |
| Black | 4.0% | Census QuickFacts 2020-2024 |
| Hispanic | 4.6% | Census QuickFacts 2020-2024 |
| Asian | 3.5% | Census QuickFacts 2020-2024 |
| Native | 1.4% | Census QuickFacts 2020-2024 |

## Age Distribution

| Band | Weight | Source |
|------|--------|--------|
| 18-24 | 22% | ACS 2020-2024 |
| 25-44 | 38% | ACS 2020-2024 |
| 45-64 | 23% | ACS 2020-2024 |
| 65-90 | 17% | ACS 2020-2024 |

## Format

Standardized 13-column CSV:

| Column | Description |
|--------|-------------|
| patient_id | Unique patient identifier |
| age | Patient age |
| sex | Patient sex |
| ethnicity | Patient ethnicity |
| height_cm | Height in centimeters |
| weight_kg | Weight in kilograms |
| bmi | Body mass index |
| bmi_category | BMI classification |
| conditions | Pipe-delimited condition list |
| num_visits | Number of clinical visits |
| num_labs | Number of lab results |
| synthetic | Always True |
| disclaimer | Synthetic data disclaimer |

## 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)
- Request Full 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-patient sample, seed 1002. |