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Dataset Description
This media storms dataset contains metadata and full text descriptions of all news articles identified as media storms in our paper "When it Rains it Pours: Modeling Media Storms and the News Ecosystem".
For only the news articles identified in media storms, use the smaller mediaStormArticles.tsv file. For all articles in NELA-GT-2020, NELA-GT-2021, and NELA-Local with story-cluster labels, use the larger storyClusterArticles.tsv.gz file.
- Curated by: Ben Litterer, David Jurgens, Dallas Card. Original data curated by creators of NELA-GT-2020, NELA-GT-2021, and NELA-Local (associated papers linked below).
Uses
This data can be used to model media storms (large, ubiquitous, long lasting stories) between April 2020 - December 2021.
Dataset Structure
For dataset field descriptions, reference documentation for NELA-GT-2020
, NELA-GT-2021
, and NELA-local
. Full text is contained in content
and labels indicating which media storm
an article took part in are indicated in stormID
.
Source Data
The underlying data for this dataset are from NELA-GT-2020
, NELA-GT-2021
, and NELA-local
. We have identified media storms in these data and added cluster labels indicating
which articles took part in which media storms.
- NELA-GT-2020: https://arxiv.org/abs/2102.04567
- NELA-GT-2021: https://arxiv.org/abs/2203.05659
- NELA-Local: https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&cad=rja&uact=8&ved=2ahUKEwigm4qdgO-CAxUYkIkEHedwCWcQFnoECA0QAQ&url=https%3A%2F%2Fojs.aaai.org%2Findex.php%2FICWSM%2Farticle%2Fview%2F19379&usg=AOvVaw3BqIHBBqwP-vFutUywo9KW&opi=89978449