Titanic Dataset
418 Titanic passenger records with class, sex, age, fare, cabin, and survival outcome. The classic teaching dataset for classification modelling, demographic survival analysis, and fare-tier studies.
Challenge brief
slug: 2022-10-titanic title: Titanic Dataset year: 2022 month: 10 source: authored authored_at: 2026-04-19 needs_leon_review: true
Titanic Dataset - Challenge Brief
Challenge period: October 2022 Dataset: Reconstructed brief based on the shipped data file for the October 2022 DataDNA challenge.
About the data
The primary data table for this challenge carries the following columns:
PassengerIdSurvivedPclassNameSexAgeSibSpParchTicketFareCabinEmbarked
Suggested analytical angles
- Which passenger-class and sex combinations had the highest survival rate?
- How did age distribution differ between survivors and casualties?
- What role did fare paid and cabin location play in outcomes?
- How did port of embarkation correlate with survival?
What great submissions did
This brief was reconstructed from the dataset contents in 2026 as part of the Playground audit. The original October 2022 challenge brief was not preserved as a separate file in the source archive, so the analytical angles above are inferred from the column list. See the corresponding /challenges/ entry on datadna.onyxdata.co.uk for examples of how participants approached the data.
Editorial note
_This stub was authored by Claude on 2026-04-19 for Leon's review. Refine the suggested angles and confirm factual accuracy before setting brief_status = leon_reviewed in the audit log._
This dataset was the subject of the DataDNA October 2022 community challenge. The original scoring and leaderboard pre-date the current submission system and are not available for display.
