Dataset research report
Go Emotions 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 GoEmotions Dataset Summary The GoEmotions dataset contains 58k carefully curated Reddit comments labeled for 27 emotion categories or Neutral. The raw data is included as well as the smaller, simplified version of the dataset with predefined train/val/test splits. Supported Tasks and Leaderboards This dataset is intended for multi-class, multi-label emotion classification. Languages The data is in English. Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/google-research-datasets/go_emotions.
Follow-Up Queries
Preview Rows
| # | texttext | labelstext | idtext |
|---|---|---|---|
| 1 | My favourite food is anything I didn't have to cook myself. | [27] | eebbqej |
| 2 | Now if he does off himself, everyone will think hes having a laugh screwing with people instead of actually dead | [27] | ed00q6i |
| 3 | WHY THE FUCK IS BAYLESS ISOING | [2] | eezlygj |
| 4 | To make her feel threatened | [14] | ed7ypvh |
| 5 | Dirty Southern Wankers | [3] | ed0bdzj |
| 6 | OmG pEyToN iSn'T gOoD eNoUgH tO hElP uS iN tHe PlAyOfFs! Dumbass Broncos fans circa December 2015. | [26] | edvnz26 |
Data Dictionary
- text text
- labels mixed
- id 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.