Cyclingnews Races & News Scraper
Cyclingnews Races & News Scraper
Scrapes pro-cycling news articles and race reports from Cyclingnews.com — the largest English-language cycling news outlet, owned by Future plc. Returns structured article data including headline, author, publish date, full body text, and a curated LATAM-cycling relevance layer.
Every article comes back as a clean, structured record. The scraper covers both the news feed and the live listing, so each run returns the freshest content without you managing pagination or archives.
What It Returns
Every record is one article. The dataset includes:
| Field | Type | Description |
|---|---|---|
article_id |
String | URL-slug identifier derived from the canonical URL |
article_url |
String | Canonical URL of the article |
article_title |
String | Headline (HTML entities decoded) |
article_author |
String | Primary author name |
article_published_at |
String | ISO-8601 publish timestamp |
article_modified_at |
String | ISO-8601 last-modified timestamp |
article_body_text |
String | Plain-text article body, up to 50,000 characters |
article_summary |
String | Sub-headline or deck |
article_section |
String | Section label (e.g. Racing, Women's Cycling, Teams & Riders) |
article_tags |
Array | Open Graph article:tag values |
latam_relevant |
Boolean | True if the article mentions a curated LATAM rider or race |
latam_riders |
Array | LATAM riders mentioned (Quintana, Bernal, Carapaz, Higuita, etc.) |
latam_races |
Array | LATAM races mentioned (Tour Colombia, Vuelta San Juan, etc.) |
source_url |
String | Always https://www.cyclingnews.com |
scraped_at |
String | ISO-8601 scrape timestamp |
LATAM Enrichment
The latam_relevant flag and companion arrays are the value-add. The scraper checks every article against a curated list of ~30 Colombian, Ecuadorian, and other Latin American riders — Nairo Quintana, Egan Bernal, Richard Carapaz, Sergio Higuita, Santiago Buitrago, and others — plus ~25 LATAM races including Tour Colombia, Vuelta a Colombia, Vuelta San Juan, and Ruta de los Conquistadores. Downstream models and dashboards can filter on latam_relevant: true without re-reading the body text.
Input Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
maxItems |
Integer | 10 | Maximum articles to scrape. The Google News sitemap refreshes every few hours with ~27 recent articles. |
How It Works
Each run:
- Fetches
sitemap-news.xml(Google News sitemap — always publicly accessible) and collects article URLs for the past 48–72 hours. - Also scrapes the live
/news/listing page for any articles not yet indexed in the sitemap. - Deduplicates and caps to
maxItems, then fetches each article. - Parses JSON-LD NewsArticle schema for structured metadata,
#article-bodyfor body text.
The scraper gets past the site's edge protection cleanly and quickly.
Use Cases
- Sports-analytics pipelines: feed article bodies into NLP models to extract race results, rider performance signals, and team news.
- LLM training corpora: Cyclingnews is the canonical English-language source for pro-cycling narrative. The body text is editorial-quality, structured, and tagged.
- LATAM cycling intelligence dashboards: the
latam_ridersandlatam_racesarrays make it simple to track Colombian Grand Tour coverage, contract news, and race reports without keyword scanning. - Journalism aggregators: combine with a scheduling trigger to catch every article within hours of publication.
Coverage
Cyclingnews publishes 50–80 articles per week across racing, women's cycling, teams & riders, tech/gear, and features. The Google News sitemap covers the rolling 48-hour window — run on a daily or twice-daily schedule to maintain a complete archive. A single run with maxItems: 0 captures all available articles (~27 from the news sitemap plus the listing page).
Limitations
The Google News sitemap covers recent articles only (~48–72 hours). Historical article archives are not accessible without pagination, which Future plc gates with 403 on non-recent listing pages. For historical ingestion, supply a list of known article URLs via a custom pipeline.
Data sourced from Cyclingnews.com (Future plc). Use in accordance with applicable terms of service.