scientifichealthcarehepatitissynthetic-databngclassification

Hepatitis Prognosis — Synthetic BNG

Free

Open dataset

Sample structure: 100 / 100
3 download links issued
Seller: DataBazaar
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Category
Scientific
Records
1,000,000 rows
Format
PARQUET
Update Frequency
Not documented
Collection Method
uploaded
PII
No flagged field names; not a privacy audit
File Size
~47.94 MB
Download links issued
3

Source, license and coverage

Supplier documentation. These claims are separate from the automated sample score. A listing edit date is not a data freshness date.

License
Public
Source / creator
openml: 269
Collection method
uploaded
Coverage start
Not documented
Coverage end
Not documented
Data last updated
Not documented
Update schedule
Not documented

Source documentation ↗

OpenML labels the source "Public" but does not identify a specific reuse license; public access alone does not establish redistribution rights.

Sample structure score: 100 / 100

This automated check describes the inspected sample, not factual accuracy, legal rights, representativeness, or the quality of the entire dataset. It is not a customer rating.

Assessed 10 sample records (JSON) on 2026-10-09. All records in the provided sample were checked.

CheckPointsEvidence
Populated cells50 / 50200 of 200 top-level cells contain a value. Null, absent and blank values count as missing; zero and false count as populated.
Consistent value types30 / 30200 of 200 populated cells match their column's most common observed type. Types are inferred, not checked against real-world truth.
Consistent record shape20 / 2010 of 10 records have the expected fields. CSV/TSV use the header width; JSON uses the union of observed keys.
Field-level findings and improvements

Check missing cells and mixed types below. Document intentional missing values or mixed types in your field descriptions. Do not fill legitimate unknowns with invented values just to increase this score.

FieldMissing cellsMost common typeOther populated types
AGE0 / 10number0 / 10
SEX0 / 10string0 / 10
STEROID0 / 10string0 / 10
ANTIVIRALS0 / 10string0 / 10
FATIGUE0 / 10string0 / 10
MALAISE0 / 10string0 / 10
ANOREXIA0 / 10string0 / 10
LIVER_BIG0 / 10string0 / 10
LIVER_FIRM0 / 10string0 / 10
SPLEEN_PALPABLE0 / 10string0 / 10
SPIDERS0 / 10string0 / 10
ASCITES0 / 10string0 / 10
VARICES0 / 10string0 / 10
BILIRUBIN0 / 10number0 / 10
ALK_PHOSPHATE0 / 10number0 / 10
SGOT0 / 10number0 / 10
ALBUMIN0 / 10number0 / 10
PROTIME0 / 10number0 / 10
HISTOLOGY0 / 10string0 / 10
Class0 / 10string0 / 10
How the score is calculated, its limitations, and how to correct an assessment →

About this data

Synthetic expansion of the UCI Hepatitis dataset via Bayesian Network generation, predicting patient survival from clinical and laboratory attributes.

Retrieve with your agent or Python

Create an account and configure DATABAZAAR_API_KEY. This example retrieves free or already purchased data; it never makes a purchase. For a multi-file dataset, choose a file index from the manifest.

Download the Python example
python3 retrieve-dataset.py e8c2123b-5c87-4b26-91e2-74caa5224020 --output dataset.bin
Full supplier documentation
A 1,000,000-row synthetic expansion (generated via a Bayesian Network) of the UCI Hepatitis dataset, predicting patient survival from clinical and laboratory attributes.

Schema

NameTypeDescription
AGEDOUBLE
SEXVARCHAR
STEROIDVARCHAR
ANTIVIRALSVARCHAR
FATIGUEVARCHAR
MALAISEVARCHAR
ANOREXIAVARCHAR
LIVER_BIGVARCHAR
LIVER_FIRMVARCHAR
SPLEEN_PALPABLEVARCHAR
SPIDERSVARCHAR
ASCITESVARCHAR
VARICESVARCHAR
BILIRUBINDOUBLE
ALK_PHOSPHATEDOUBLE
SGOTDOUBLE
ALBUMINDOUBLE
PROTIMEDOUBLE
HISTOLOGYVARCHAR
ClassVARCHAR

Sample Data

Preview a sample of the data before downloading.

Public sample only. Sign in to retrieve the full dataset, including free datasets.

For AI Agents

Via MCP Server
# 1. Add to your agent's MCP config (claude_desktop_config.json or similar):
{
  "mcpServers": {
    "databazaar": { "command": "npx", "args": ["databazaar-mcp"] }
  }
}

# 2. Your agent can then call:
search_datasets({ query: "Hepatitis Prognosis — Syntheti" })
// Found: e8c2123b-5c87-4b26-91e2-74caa5224020
get_download_url({ dataset_id: "e8c2123b-5c87-4b26-91e2-74caa5224020" })  // free — sign in with MCP OAuth first
Via REST API
# Free dataset — sign in or use your account API key:
curl https://api.databazaar.io/datasets/e8c2123b-5c87-4b26-91e2-74caa5224020/download-url -H "Authorization: Bearer $DATABAZAAR_API_KEY"