Dataset research report
Gsm8K 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 GSM8K Dataset Summary GSM8K (Grade School Math 8K) is a dataset of 8.5K high quality linguistically diverse grade school math word problems. The dataset was created to support the task of question answering on basic mathematical problems that require multi-step reasoning. These problems take between 2 and 8 steps to solve. Solutions primarily involve performing a sequence of elementary calculations using basic arithmetic operations (+ − ×÷) to reach the… See the full description on the dataset page: https://huggingface.co/datasets/openai/gsm8k.
Follow-Up Queries
Preview Rows
| # | questiontext | answertext |
|---|---|---|
| 1 | Natalia sold clips to 48 of her friends in April, and then she sold half as many clips in May. How many clips did Natalia sell altogether i… | Natalia sold 48/2 = <<48/2=24>>24 clips in May. Natalia sold 48+24 = <<48+24=72>>72 clips altogether in April and May. #### 72 |
| 2 | Weng earns $12 an hour for babysitting. Yesterday, she just did 50 minutes of babysitting. How much did she earn? | Weng earns 12/60 = $<<12/60=0.2>>0.2 per minute. Working 50 minutes, she earned 0.2 x 50 = $<<0.2*50=10>>10. #### 10 |
| 3 | Betty is saving money for a new wallet which costs $100. Betty has only half of the money she needs. Her parents decided to give her $15 fo… | In the beginning, Betty has only 100 / 2 = $<<100/2=50>>50. Betty's grandparents gave her 15 * 2 = $<<15*2=30>>30. This means, Betty needs … |
| 4 | Julie is reading a 120-page book. Yesterday, she was able to read 12 pages and today, she read twice as many pages as yesterday. If she wan… | Maila read 12 x 2 = <<12*2=24>>24 pages today. So she was able to read a total of 12 + 24 = <<12+24=36>>36 pages since yesterday. There are… |
| 5 | James writes a 3-page letter to 2 different friends twice a week. How many pages does he write a year? | He writes each friend 3*2=<<3*2=6>>6 pages a week So he writes 6*2=<<6*2=12>>12 pages every week That means he writes 12*52=<<12*52=624>>62… |
| 6 | Mark has a garden with flowers. He planted plants of three different colors in it. Ten of them are yellow, and there are 80% more of those … | There are 80/100 * 10 = <<80/100*10=8>>8 more purple flowers than yellow flowers. So in Mark's garden, there are 10 + 8 = <<10+8=18>>18 pur… |
Data Dictionary
- question text
- answer text
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.