We extract global headlines, full-text articles, live reporting, author metadata, and historical archives from bbc.com. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for News Articles objects from bbc.com. All fields typed and schema-versioned.
"article_id": "c72p7193j19o", "headline": "Global markets react to central bank interest rate decisions", "author": "Faisal Islam", "published_date": "2026-05-12T08:30:00Z", "category": "Business", "tags": "['Economy', 'Interest Rates', 'Markets']", "body_text": "Central banks across major economies have announced..."
| # | article_id | url | headline | subheadline | author | published_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Live Blogs objects from bbc.com. All fields typed and schema-versioned.
"blog_id": "live-68742910", "headline": "General Election 2026: Live Results", "status": "LIVE", "event_date": "2026-05-12", "latest_update_time": "2026-05-12T14:45:22Z", "reporters": "['Laura Kuenssberg', 'Chris Mason']", "updates": 142
| # | blog_id | url | headline | status | event_date | updates |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for BBC Sport objects from bbc.com. All fields typed and schema-versioned.
"match_id": "football-610293", "sport_type": "Football", "tournament": "Premier League", "home_team": "Arsenal", "away_team": "Chelsea", "score": "2-1", "status": "FULL_TIME"
| # | match_id | sport_type | tournament | home_team | away_team | score |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for BBC Weather objects from bbc.com. All fields typed and schema-versioned.
"location_id": "2643743", "location_name": "London", "country": "UK", "forecast_date": "2026-05-12", "temp_high": 18, "temp_low": 11, "condition": "Partly Cloudy"
| # | location_id | location_name | country | coordinates | forecast_date | temp_high |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Author Profiles objects from bbc.com. All fields typed and schema-versioned.
"name": "Jeremy Bowen", "role": "International Editor", "twitter_handle": "@BowenBBC", "bio": "Jeremy Bowen is the BBC's International Editor...", "topics_covered": "['Middle East', 'Global Conflict', 'International Relations']", "article_count": 412, "profile_url": "https://www.bbc.co.uk/news/correspondents/jeremybowen"
| # | author_id | name | role | twitter_handle | bio | article_count |
|---|---|---|---|---|---|---|
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Our BBC scraper handles every layer of the platform: global news feeds, continuous live blogs, categorical archives, and geo-routed frontends, with full JavaScript rendering and Akamai circumvention built in.
Headlines, subheadlines, author bylines, publication timestamps, and complete body text extracted cleanly without boilerplate or ad injection.
Capture real-time updates from BBC live reporting pages. We poll active blogs and extract timestamped posts, reporter notes, and embedded media metadata.
Extract hierarchical category data and topical tags for every article to build structured content graphs and thematic datasets.
Capture reporter names, roles, social handles, and historical article lists to map journalist coverage areas and expertise.
Extract live scores, match statistics, tournament standings, and text commentary from the BBC Sport domain.
Pull location-specific meteorological data, including temperature highs, precipitation probabilities, and wind speeds from BBC Weather.
Traverse historical sitemaps and search pagination to extract decades of published articles for longitudinal analysis.
BBC serves different content to UK vs International IP addresses. We route requests through specific proxy nodes to capture targeted regional editions.
Run one-off bulk exports or configure continuous pipelines at hourly, daily, or real-time cadences with change-detection diffing.
Brief in. Clean data out.
Provide section URLs, topic tags, or historical date ranges. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, geo-targeted proxy rotation, and session management for bbc.com.
Schema validation, null-rate checks, content-truncation detection, and sample exports before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Modern news platforms deploy aggressive caching and bot protection. Here is how we stay resilient.
BBC uses Akamai to block automated traffic. Our crawlers use residential ISP proxies with realistic browser fingerprints, TLS spoofing, and randomised request timing to bypass edge-layer security.
BBC News relies heavily on React for frontend rendering. We run full Playwright browser sessions to execute JavaScript, ensuring dynamic elements like live blog feeds and interactive charts are fully hydrated before extraction.
BBC News UK and BBC.com serve entirely different editorial layouts and advertisements. We route requests through precise UK or US residential proxy pools to ensure you extract the exact regional dataset required.
For live blogs and developing stories, we maintain a hash index of last-seen values. Subsequent runs only push new updates, reducing compute cost and downstream processing load.
Every run emits structured logs. We alert on null-rate spikes, layout drift, and coverage drops, responding before you notice. SLA uptime is contractual.
Agencies track brand mentions, executive quotes, and crisis developments across global news feeds in real time.
Machine learning teams ingest high-quality, editorially rigorous text corpora to train language models and text classifiers.
Quantitative hedge funds parse breaking political and macroeconomic headlines to trigger automated trading algorithms.
Analysts measure the tone and sentiment of global reporting on specific geopolitical events or multinational corporations.
Sociologists and political scientists analyse decades of categorical archives to track shifts in media focus and public discourse.
Newsrooms and publishers monitor BBC publication velocity, topic clustering, and author output to benchmark their own editorial strategies.
"BBC represents the gold standard of global journalism. Extracting its corpus provides a definitive timeline of world events, but requires parsing highly dynamic, geo-routed frontends."
Most teams underestimate the investment required: reliable BBC scraping requires handling Akamai bot protection, geo-specific routing, React hydration, and live-blog polling. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our bbc.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across UK and US regions. Rotation happens per request to bypass edge protection and capture exact regional content.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About bbc.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available news articles and headlines is generally permissible. DataFlirt targets only public, non-authenticated text and metadata. We do not extract DRM-protected media or circumvent paywalls. Clients should review BBC terms of service and consult legal counsel for specific commercial use cases.
BBC serves different layouts and editorial content based on IP geography. We use targeted residential proxy pools in the UK or international locations to ensure we capture the precise edition you require.
Yes. We configure dedicated polling pipelines that monitor active live blogs and extract new timestamped updates within minutes of publication, delivering them via Webhook or streaming sinks.
We extract image URLs, alt text, and captions. We do not extract or download proprietary video streams from BBC iPlayer or audio from BBC Sounds due to DRM restrictions.
We can traverse categorical sitemaps and search pagination to extract decades of historical articles, limited only by what BBC currently maintains on its public-facing web infrastructure.
Our packages start at defined categorical monitoring or historical bulk exports. For real-time live blog tracking or massive archival crawls, we price based on compute volume and delivery frequency. Contact us for a scoped quote.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a historical archive dump or a continuous real-time news feed across global categories, we scope, build, and operate the pipeline. Tell us what you need.
