Verosynthea
Sign in

Product · Synthetic data

Know who lives in any Australian suburb, before you spend.

Privacy-safe synthetic individuals you can slice, model, simulate, or join to your own data. Statistically representative of the real ABS Census 2021, but no record is a real person.

Open the query builder →Free sample →
27.5M
synthetic persons
15,343
suburbs
47
Census variables
CSV · Parquet
+ Excel formats

How it works

  1. 1

    Pick a geography

    Suburb, postcode, LGA, state, or national.

  2. 2

    Pick a dataset

    Persons, families, or dwellings, with structure preserved across levels.

  3. 3

    Download

    CSV, Excel, or Parquet. 1 credit per 500 records.

What's in each record

47 Census variables: age, sex, income, education, occupation, industry, household composition, dwelling type, and more.

See the data dictionary for the full schema, or the pricing page for credit bundles (hierarchical-tier downloads cost 1.5× the base).

Built for ML / AI teams

Privacy-preserving demographic substrate for training, bias testing, and realistic test data, with no privacy risk and a commercial license.

  • Parquet / CSV / Arrow
  • Pandas / Polars / PyTorch ready
  • Validated to SRMSE 0.05
  • Free 5k sample on Hugging Face
  • Open-source bias validator
  • Commercial license
For AI/ML teams →Free sample on Hugging Face →

Who uses this

EDUCATION
  • Realistic Australian data for student tutorials.Data
RESEARCH
  • Synthetic cohorts for simulation studies.Data
ML / DATA SCI
  • Train models on realistic data, zero privacy risk.Data
DEV / DEMO
  • Realistic test data for staging environments.Data
  • Customer demos without exposing real records.Data
HEALTH PLAN
  • Demographic mix for grant applications.Data
FINANCE
  • Income distributions for risk modelling.Data

Build your dataset

Configure a geography, preview it free, and download in seconds.

Open the query builder →See a free sample →
Know who lives in any Australian suburb - Verosynthea