Data · dataset · 2018
PHEME dataset for Rumour Detection and Veracity Classification
Listed in DataCite
This dataset contains a collection of Twitter rumours and non-rumours posted during breaking news.
Description
The data is structured as follows. Each event has a directory, with two subfolders, rumours and non-rumours.
These two folders have folders named with a tweet ID. The tweet itself can be found on the 'source-tweet' directory of the tweet in question, and the directory 'reactions' has the set of tweets responding to that source tweet. Also each folder contains ‘annotation.json’ which contains information about veracity of the rumour and ‘structure.json’, which contains information about structure of the conversation.
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This dataset is an extension of the PHEME dataset of rumours and non-rumours (figshare.com/articles/PHEME_dataset_of_rumours_and_non-rumours/4010619), it contains rumours related to 9 events and each of the rumours is annotated with its veracity value, either True, False or Unverified. This dataset was used in the paper 'All-in-one: Multi-task Learning for Rumour Verification'. For more details, please refer to the paper.
Code using this dataset can be found on github (github.com/kochkinaelena/Multitask4Veracity). License: The annotations are provided under a CC-BY license, while Twitter retains the ownership and rights of the content of the tweets.
Links
Where it is published
- Repository landing page figshare.com/articles/PHEME_dataset_for_Rumour_Detection_and_Veracity_Class… ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.6392078 ↗
DOI / persistent id · from DataCite
Documentation and papers
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.6392078 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.6392078 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Computer and information sciences · Languages and literature · Psychology
Related
- Inverse of same asPHEME dataset for Rumour Detection and Veracity Classification
Provenance · 1 source records, 11 field assertions
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|---|---|---|---|
| DataCite | 10.6084/m9.figshare.6392078 | 12 d ago | JSON v1 |
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| concepts[field].fos:psychology | source · DataCite | connector:datacite@1.0.0 | |
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