Dataset · Tabular classification
snowfall-news-2019-2026
by Fliar BI fliarbi/snowfall-news-2019-2026
A dataset of news about snowfall, snowstorms and blizzards from a global news index, January 2019 – July 2026, built with the Prism News API (historical and real-time news, https://radar-api.fliarbi.com/news).
Dataset Card
A dataset of news about snowfall, snowstorms and blizzards from a global news index, January 2019 – July 2026, built with the Prism News API (historical and real-time news, https://radar-api.fliarbi.com/news). Every row is one news article about snowfall, with its date, location, tone, editorial priority, themes and the organisations it names, plus a link that returns the full article through the API. - 59.76% of each year's snowfall coverage falls in December–February (2019–2025 average); June–August holds 5.57%. - Snowfall's share of news ranged from 4.08 to 7.97 articles per 10,000 between 2019 and 2025; the 2025 level was 39.4% below 2019. - January 2026 (the January 23–27 North…
Excerpt from the card by Fliar BI, licensed cc-by-nc-4.0.
Structure
default 21,109 rows
| Split | Rows | Size |
|---|---|---|
| train | 21,109 | 7.1 MB |
Details
- Repository
- fliarbi/snowfall-news-2019-2026
- Publisher
- Fliar BI
- Task category
- Tabular classification
- Tags
- snowfall, snowstorms, blizzards
- Size category
- 10K<n<100K
- Languages
- en
- Revision
- ed330ed3755198679b957fadc045e3cffe573117
- Last updated
- 2026-10-18
Files
34 files, 7.6 MB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| data/cities.csv | Data | 1.2 KB | — |
| data/continents.csv | Data | 206 B | — |
| data/countries.csv | Data | 462 B | — |
| data/country_tone.csv | Data | 261 B | — |
| data/country_trend.csv | Data | 930 B | — |
| data/monthly.csv | Data | 2.4 KB | — |
| data/organisations.csv | Data | 1.3 KB | — |
| data/patent_cpc.csv | Data | 155 B | — |
| data/patent_offices.csv | Data | 92 B | — |
| data/patents_by_year.csv | Data | 363 B | — |
| data/research_by_year.csv | Data | 625 B | — |
| data/snowfall-news-sample.csv | Data | 6.0 MB | — |
| data/states_india.csv | Data | 851 B | — |
| data/states_us.csv | Data | 1.2 KB | — |
| data/themes.csv | Data | 7.3 KB | — |
| data/tone_by_year.csv | Data | 484 B | — |
| data/top_papers.csv | Data | 4.1 KB | — |
| metrics.json | Data | 23.2 KB | — |
| FINDINGS.md | Documentation | 11.4 KB | — |
| README.md | Documentation | 7.8 KB | — |
| cover.png | Other | 49.0 KB | 48df8a4102bb |
| figures/f1_monthly.png | Other | 46.0 KB | a3cee994b24e |
| figures/f2_season.png | Other | 28.8 KB | 05c3f0edbf6e |
| figures/f3_countries.png | Other | 55.3 KB | 417fd89ccedd |
| figures/f4_tone.png | Other | 30.8 KB | 85eee1ffb846 |
| figures/f5_research_news.png | Other | 54.8 KB | 0f68f45ce146 |
| figures/f6_patents.png | Other | 29.5 KB | d0fa2deb1bae |
| figures/f7_world_lift.png | Other | 111.2 KB | 2f42a16ac897 |
| figures/f8_states_india.png | Other | 86.8 KB | 94c152e32de0 |
| figures/f8_states_us.png | Other | 67.3 KB | e8fe3cc444c2 |
| figures/f9_geo_trends.png | Other | 105.4 KB | 66640f60bdbf |
| snowfall-research-paper.pdf | Other | 775.8 KB | 7ac796416e71 |
| starter.ipynb | Other | 2.3 KB | — |
| .gitattributes | Repository | 2.6 KB | — |
License and Download
- License
- cc-by-nc-4.0
- Access
- No access gate
Released by Fliar BI through its official repository on Hugging Face. Read the license.