Dataset research report
Trivia Qa research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Dataset Card for "trivia_qa" Dataset Summary TriviaqQA is a reading comprehension dataset containing over 650K question-answer-evidence triples. TriviaqQA includes 95K question-answer pairs authored by trivia enthusiasts and independently gathered evidence documents, six per question on average, that provide high quality distant supervision for answering the questions. Supported Tasks and Leaderboards More Information Needed Languages English.… See the full description on the dataset page: https://huggingface.co/datasets/mandarjoshi/trivia_qa.
Finding 1The dataset has 500 rows available in the catalog.
Finding 2The catalog exposes 6 documented or inferred columns.
Finding 3Helix has 5 ready query prompts for this dataset.
Finding 4This report still exposes schema, preview rows, and query prompts even when charts cannot be precomputed.
Follow-Up Queries
Preview Rows
| # | questiontext | question_idtext | question_sourcetext | entity_pagestext | search_resultstext | answertext |
|---|---|---|---|---|---|---|
| 1 | Which American-born Sinclair won the Nobel Prize for Literature in 1930? | tc_1 | http://www.triviacountry.com/ | {'doc_source': array([], dtype=object), 'filename': array([], dtype=object), 'title': array([], dtype=object), 'wiki_context': array([], dt… | {'description': array(['The Nobel Prize in Literature 1930 Sinclair ... The Nobel Prize in Literature 1930 was awarded to ... nobelprize.or… | {'aliases': array(['(Harry) Sinclair Lewis', 'Harry Sinclair Lewis', 'Lewis, (Harry) Sinclair', 'Grace Hegger', 'Sinclair Lewis'], … |
| 2 | Where in England was Dame Judi Dench born? | tc_3 | http://www.triviacountry.com/ | {'doc_source': array(['TagMe', 'TagMe'], dtype=object), 'filename': array(['England.txt', 'Judi_Dench.txt'], dtype=object), 'title': array(… | {'description': array(['Judi Dench, Actress: Skyfall. Judi Dench was born in York, ... Judi Dench was born in York, England, to Eleanora Ol… | {'aliases': array(['Park Grove (1895)', 'York UA', 'Yorkish', 'UN/LOCODE:GBYRK', 'York, UK', 'Eoforwic', 'Park Grove School', 'York … |
| 3 | In which decade did Billboard magazine first publish and American hit chart? | tc_5 | http://www.triviacountry.com/ | {'doc_source': array([], dtype=object), 'filename': array([], dtype=object), 'title': array([], dtype=object), 'wiki_context': array([], dt… | {'description': array(['Song chart US Billboard. The Billboard magazine has published various music charts starting ... the first "Music Hi… | {'aliases': array(["30's", '30’s', '30s', '30s AD', '30-39'], dtype=object), 'matched_wiki_entity_name': '', 'normalized_aliases': array(['… |
| 4 | From which country did Angola achieve independence in 1975? | tc_8 | http://www.triviacountry.com/ | {'doc_source': array(['TagMe', 'TagMe', 'Search'], dtype=object), 'filename': array(['Nation_state.txt', 'Angola.txt', 'Angolan_Civil_War.t… | {'description': array(['Angola; Angola from past to present; ... Angola from past to present; Why did Bicesse and Lusaka fail? ... When Ang… | {'aliases': array(['Portogało', 'Republic of Portugal', 'PORTUGAL', 'Portekiz', 'Portugallu', 'O Papagaio', 'ISO 3166-1:PT', 'Portun… |
| 5 | Which city does David Soul come from? | tc_9 | http://www.triviacountry.com/ | {'doc_source': array(['TagMe'], dtype=object), 'filename': array(['David_Soul.txt'], dtype=object), 'title': array(['David Soul'], dtype=ob… | {'description': array(['David Soul, Actor: Starsky and Hutch. David Soul achieved pop icon status as handsome, ... 2001-2002 Holby City ...… | {'aliases': array(['Chi-Beria', 'Sayre language academy', 'Chicago', 'Chicago, Illinois', 'Hog Butcher for the World', 'Land … |
| 6 | Who won Super Bowl XX? | tc_10 | http://www.triviacountry.com/ | {'doc_source': array(['TagMe'], dtype=object), 'filename': array(['Super_Bowl_XX.txt'], dtype=object), 'title': array(['Super Bowl XX'], dt… | {'description': array(['Super Bowl XX Chicago 46, New England 10 . ... (Tom Flores of Raiders was the other) to win a Super Bowl ring as a … | {'aliases': array(['Chicago Bears', 'Chicago Staleys', 'Decatur Staleys', 'Chicago Bears football', 'Chicago bears', 'Save Da Planet… |
Data Dictionary
- question text
- question_id text
- question_source categorical
- entity_pages mixed
- search_results mixed
- answer mixed
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.