Dataset research report
Hotpot 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 "hotpot_qa" Dataset Summary HotpotQA is a new dataset with 113k Wikipedia-based question-answer pairs with four key features: (1) the questions require finding and reasoning over multiple supporting documents to answer; (2) the questions are diverse and not constrained to any pre-existing knowledge bases or knowledge schemas; (3) we provide sentence-level supporting facts required for reasoning, allowingQA systems to reason… See the full description on the dataset page: https://huggingface.co/datasets/hotpotqa/hotpot_qa.
Research Context
Hotpot Qa: 500 rows by 7 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Data Profile
Chart Evidence
These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.
Follow-Up Queries
Preview Rows
| # | idtext | questiontext | answertext | typetext | leveltext | supporting_factstext | contexttext |
|---|---|---|---|---|---|---|---|
| 1 | 5a7a06935542990198eaf050 | Which magazine was started first Arthur's Magazine or First for Women? | Arthur's Magazine | comparison | medium | {'sent_id': array([0, 0]), 'title': array(["Arthur's Magazine", 'First for Women'], dtype=object)} | {'sentences': array([array(["Radio City is India's first private FM radio station and was started on 3 July 2001.", ' It broa… |
| 2 | 5a879ab05542996e4f30887e | The Oberoi family is part of a hotel company that has a head office in what city? | Delhi | bridge | medium | {'sent_id': array([0, 0]), 'title': array(['Oberoi family', 'The Oberoi Group'], dtype=object)} | {'sentences': array([array(['The Ritz-Carlton Jakarta is a hotel and skyscraper in Jakarta, Indonesia and 14th Tallest building in Jakarta.… |
| 3 | 5a8d7341554299441c6b9fe5 | Musician and satirist Allie Goertz wrote a song about the "The Simpsons" character Milhouse, who Matt Groening named after who? | President Richard Nixon | bridge | hard | {'sent_id': array([0, 1, 2, 0]), 'title': array(['Allie Goertz', 'Allie Goertz', 'Allie Goertz', 'Milhouse Van Houten'], dtype=objec… | {'sentences': array([array(['Lisa Marie Simpson is a fictional character in the animated television series "The Simpsons".', … |
| 4 | 5a82171f5542990a1d231f4a | What nationality was James Henry Miller's wife? | American | bridge | medium | {'sent_id': array([0, 1, 0]), 'title': array(['Peggy Seeger', 'Peggy Seeger', 'Ewan MacColl'], dtype=object)} | {'sentences': array([array(['Moloch: or, This Gentile World is a semi-autobiographical novel written by Henry Miller in 1927-28, initially … |
| 5 | 5a84dd955542997b5ce3ff79 | Cadmium Chloride is slightly soluble in this chemical, it is also called what? | alcohol | bridge | medium | {'sent_id': array([1, 0]), 'title': array(['Cadmium chloride', 'Ethanol'], dtype=object)} | {'sentences': array([array(['Cadmium chloride is a white crystalline compound of cadmium and chlorine, with the formula CdCl.', … |
| 6 | 5a7e36045542991319bc9440 | Which tennis player won more Grand Slam titles, Henri Leconte or Jonathan Stark? | Jonathan Stark | comparison | medium | {'sent_id': array([0, 1, 1]), 'title': array(['Jonathan Stark (tennis)', 'Jonathan Stark (tennis)', 'Henri Leconte'], dtype=object)} | {'sentences': array([array(['Li Na (; ; born 26 February 1982) is a retired Chinese professional tennis player, who achieved a career-high … |
Data Dictionary
- id text
- question text
- answer text
- type categorical
- level categorical
- supporting_facts mixed
- context 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.