--- # For reference on dataset card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/datasetcard.md?plain=1 # Doc / guide: https://huggingface.co./docs/hub/datasets-cards {} --- ### 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