Datasets › Traditional and Context-specific Spam Twitter
Traditional and Context-specific Spam Twitter
This data set is being released to support the spam and context-specific spam detection tasks on Twitter data.
There are three sets of tweets, parenting-related, #MeToo-related (a social movement focused on tackling issues related to sexual harassment and sexual assault of women), and gun-violence-related tweets. Each set contains 5,000 tweets. These tweets are original tweets in English. There are no retweets, quoted tweets or non-English tweets.
Benchmarks archive 2025-07-28
All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Context-specific Spam Detection | Traditional and Context-specific Spam Twitter | BERT Avg F1 0.8408 | Traditional and context-specific spam detection in low... | GU-DataLab/context-spam | 1 | Compare |
| Spam detection | Traditional and Context-specific Spam Twitter | BERT Avg F1 0.8553 | Traditional and context-specific spam detection in low... | GU-DataLab/context-spam | 1 | Compare |
| Traditional Spam Detection | Traditional and Context-specific Spam Twitter | BERT Avg F1 0.9079 | Traditional and context-specific spam detection in low... | GU-DataLab/context-spam | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Traditional and context-specific spam detection in low resource settings | 1 | 3 | 9 Jun 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
GNU General Public License v3.0
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Traditional and Context-specific Spam Twitter
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections