Synthetic Data

Pioneer the future of healthcare with synthetic data

Use synthetic data to train your machine learning models faster. Accelerate your efforts to help patients and caregivers without compromising privacy.

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Synthetic Data Dashboard

The dashboard is an interactive overview of Humana’s Synthetic Data, which includes 1,500,000 synthetic member records. Filter the data however you’d like, from the number of Members by State to Med Claims by Primary Diagnosis, Med Claims and Allowed Amount by Specialization, and more.

SAMPLE DATASETS

Explore our datasets

Our synthetic data contains 1,500,000 member records. The sample datasets below are limited to 100 synthetically-derived individual records.

Member

One dataset providing member demographics and coverage details for plan benefit year.

src_person_plus_syn

June 25, 2020 (21 KB)

Medical Claims

Three datasets covering inpatient, outpatient, and emergency department claims, diagnosis codes, procedure codes, provider, and cost information for visits the member made.

Download all

June 25, 2020 (426 KB)

medclm_mth_line_fact_syn

June 25, 2020 (1413 KB)

medclm_mth_line_secondary_syn

June 25, 2020 (207 KB)

medclm_mth_line_syn

June 25, 2020 (602 KB)

Pharmacy

Two datasets detailing pharmaceutical claims, drug codes, and payment information for prescriptions.

Download all

June 25, 2020 (55 KB)

mth_rxclm_line_fact_syn

June 25, 2020 (204 KB)

mth_rxclm_process_line_syn

June 25, 2020 (59 KB)

Lab

One dataset providing lab tests and corresponding results for the coverage year.

lab_dly_result_fact_new_syn

June 25, 2020 (252 KB)

Private, ethical datasets

Our synthetic datasets provide an anonymous representation of real Humana member data. Fast-track your innovation while protecting privacy.

GETTING STARTED

How it works

Create an account

Get started by signing up for an account.

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Fill out your profile

Let us know what organization you’re a part of, your role, and how we can contact you when you log in for the first time.

Describe and submit your project

Give us an overview of your project and how you will be using synthetic data.

A Humana representative will review your project details. While you’re awaiting approval, browse our sample datasets based on 100 synthetic, individual records.

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Access approved!

Once your project has been approved, you will have access to all 1,500,000 records of synthetic data for 90 days.

READY TO START?

Request full access

Like what you see in our sample datasets? Request access to Humana's Azure test environment to start modeling with the full synthetic datasets.