Data · dataset · 2022
imranraad/github-emotion-love
Listed in Hugging Face Datasets
AutoTrain Dataset for project: github-emotion-love Dataset Description Dataset used in the paper: Imran et al., "Data Augmentation for Improving Emotion Recognition in Software Engineering Communication", ASE-2022.
Description
This is an annotated dataset of 2000 GitHub comments. Six basic emotions are annotated.
They are Anger, Love, Fear, Joy, Sadness and Surprise. This repository contains annotations of all emotions. Dataset Structure Dataset is in CSV format.
Read the rest (1 more)
The… See the full description on the dataset page: huggingface.co/datasets/imranraad/github-emotion-love.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/imranraad/github-emotion-love ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Where it is published
- DOI doi.org/10.57967/hf/0049 ↗
DOI / persistent id · from Hugging Face
Documentation and papers
- arXiv:2208.05573 arxiv.org/abs/2208.05573 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/imranraad/github-emotion-love ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text classification
- From keywords
- Computer Science & AI
- Inferred from text
- Human-centred computing 70%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | imranraad/github-emotion-love | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4608 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |