Dataset research report
Wiki 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 "wiki_qa" Dataset Summary Wiki Question Answering corpus from Microsoft. The WikiQA corpus is a publicly available set of question and sentence pairs, collected and annotated for research on open-domain question answering. Supported Tasks and Leaderboards More Information Needed Languages More Information Needed Dataset Structure Data Instances default Size of downloaded dataset files: 7.10 MB Size… See the full description on the dataset page: https://huggingface.co/datasets/microsoft/wiki_qa.
Research Context
Wiki Qa: 500 rows by 5 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.
Total label by question_id
Top question_id values ranked by summed label.
Open and export this chartFollow-Up Queries
Preview Rows
| # | question_idtext | questiontext | document_titletext | answertext | labelinteger |
|---|---|---|---|---|---|
| 1 | Q1 | how are glacier caves formed? | Glacier cave | A partly submerged glacier cave on Perito Moreno Glacier . | 0 |
| 2 | Q1 | how are glacier caves formed? | Glacier cave | The ice facade is approximately 60 m high | 0 |
| 3 | Q1 | how are glacier caves formed? | Glacier cave | Ice formations in the Titlis glacier cave | 0 |
| 4 | Q1 | how are glacier caves formed? | Glacier cave | A glacier cave is a cave formed within the ice of a glacier . | 1 |
| 5 | Q1 | how are glacier caves formed? | Glacier cave | Glacier caves are often called ice caves , but this term is properly used to describe bedrock caves that contain year-round ice. | 0 |
| 6 | Q2 | How are the directions of the velocity and force vectors related in a circular motion | Circular motion | In physics , circular motion is a movement of an object along the circumference of a circle or rotation along a circular path. | 0 |
Data Dictionary
- question_id categorical
- question categorical
- document_title categorical
- answer text
- label numeric
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.