We extract full text articles, author metadata, publication timestamps, category tagging, and media links from standard.co.uk. 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 Articles objects from standard.co.uk. All fields typed and schema-versioned.
"url": "https://www.standard.co.uk/news/london/example-article", "headline": "TfL announces new tube upgrades for 2027", "author": "Ross Lydall", "published_date": "2026-10-14T08:30:00Z", "category": "News > London", "word_count": 845
| # | url | headline | subheadline | author | published_date | updated_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Authors objects from standard.co.uk. All fields typed and schema-versioned.
"author_id": "ross-lydall", "name": "Ross Lydall", "profile_url": "https://www.standard.co.uk/author/ross-lydall", "role": "City Hall Editor", "twitter_handle": "@RossLydall", "article_count": 1432
| # | author_id | name | profile_url | role | twitter_handle | article_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Categories & Tags objects from standard.co.uk. All fields typed and schema-versioned.
"category_name": "News", "tag_name": "Transport for London", "article_count": 342, "latest_update": "2026-10-14T08:30:00Z", "trending_score": 88, "section_url": "https://www.standard.co.uk/topic/tfl"
| # | category_name | sub_category | tag_name | article_count | latest_update | trending_score |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Media & Assets objects from standard.co.uk. All fields typed and schema-versioned.
"article_url": "https://www.standard.co.uk/news/london/example-article", "image_url": "https://static.standard.co.uk/2026/10/14/tube.jpg", "image_alt": "New Piccadilly Line train", "caption": "The new trains feature walk-through carriages.", "credit": "TfL / Getty Images", "media_type": "image"
| # | article_url | image_url | image_alt | video_url | video_duration | caption |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search & SERP objects from standard.co.uk. All fields typed and schema-versioned.
"keyword": "crossrail 2", "position": 1, "article_url": "https://www.standard.co.uk/news/transport/crossrail-2-update", "headline": "Mayor pushes for Crossrail 2 funding", "date_published": "2026-09-12T10:15:00Z", "scraped_at": "2026-10-15T09:14:33Z"
| # | keyword | position | article_url | headline | snippet | date_published |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Standard scraper handles every layer of the publisher platform: full text extraction, author attribution, section pagination, and dynamic media loading - with consent wall circumvention built in.
Body content, subheadings, and blockquotes parsed cleanly. We strip inline advertisements, read-more widgets, and newsletter signup forms.
Extract bylines, author bios, social links, and historical article lists for specific journalists.
Capture original publication dates and latest update timestamps normalised to ISO-8601 format.
Crawl entire sections like News, Sport, Culture, and Business. We handle infinite scroll implementations cleanly.
Extract topic clusters, keywords, and internal taxonomy tags associated with every article.
Capture high-resolution image URLs, captions, credits, and embedded video metadata.
Execute query-based extraction to find historical coverage of specific entities or events.
Automated handling of cookie banners and consent management platforms to ensure uninterrupted crawler access.
Run one-off historical archive exports or configure continuous pipelines for intra-day media monitoring.
Brief in. Clean data out.
Provide sections, keywords, or author lists. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for standard.co.uk.
Schema validation, null-rate checks, content-truncation detection, and sample articles before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
News sites deploy aggressive consent walls and dynamic ad loading. Here is how we stay resilient - and why teams choose managed infrastructure over DIY.
UK publishers enforce strict GDPR consent walls. Our Playwright layer automatically interacts with OneTrust and Quantcast popups, accepting required cookies to access the underlying DOM without triggering bot detection.
Category pages and author feeds rely on JavaScript-heavy infinite scroll. We execute full browser sessions to trigger pagination APIs and lazy-loaded content, capturing articles that static HTML parsers miss.
Raw news HTML is polluted with inline ads, related article links, and newsletter embeds. Our parsing engine uses semantic HTML analysis to isolate the actual journalism, delivering clean text blocks.
Feature articles, live blogs, and standard news pieces use different templates. Our selector strategy uses fallback chains and structured data (JSON-LD) extraction to maintain pipeline stability across all article types.
Breaking news articles are updated frequently. We maintain a hash index of last-seen content. Subsequent runs only push diffs when an article is modified, reducing downstream processing load.
PR agencies and corporate comms teams track brand mentions, executive quotes, and crisis coverage in real time.
Machine learning teams use high-quality British English journalism to train language models and text classifiers.
Hedge funds and analysts track public opinion on listed companies, political figures, and macroeconomic policies.
Publishers and media groups monitor rival coverage volume, author output, and trending topics to optimise editorial strategy.
Data vendors parse articles to identify corporate events, legal proceedings, and political appointments to populate structured databases.
Universities analyse historical news archives to study media bias, linguistic trends, and societal shifts over decades.
"The Evening Standard publishes thousands of articles weekly, representing a critical pulse on London and UK business - accessible only if you build the pipeline."
Most teams underestimate the investment required: reliable news scraping requires handling aggressive consent management platforms, dynamic ad injections that break DOM structures, and continuous selector maintenance. DataFlirt absorbs that complexity so your engineers can focus on the NLP pipeline - not the extraction infrastructure.
Everything supported by our standard.co.uk 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 regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda (burst) and ECS (sustained). 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 standard.co.uk scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from news websites is generally permissible under applicable law, reinforced by the hiQ v. LinkedIn ruling. DataFlirt targets only public, non-authenticated article data. We do not extract personal data, circumvent authentication walls, or violate GDPR. Clients should review the publisher's ToS and consult legal counsel for specific use cases.
We use full Playwright browser sessions to programmatically interact with consent management platforms (CMPs). Our scripts accept necessary cookies to load the underlying article DOM without triggering bot detection mechanisms.
Real-time streaming pipelines achieve sub-60-minute latency for front-page and breaking news sections. Full historical archive scrapes depend on the requested volume but typically process at 50,000 articles per day.
Yes. We use semantic HTML parsing to isolate the core journalism. Inline advertisements, newsletter signup widgets, and related-article injection blocks are stripped out before delivery.
Yes. We traverse historical sitemaps and paginated section archives to extract articles dating back years, providing a comprehensive corpus for NLP training or historical research.
Our smallest packages start at a defined section or keyword list with daily delivery. For full-site historical dumps or real-time streaming, we price based on volume and compute requirements. Contact us with your use case for a scoped quote.
Absolutely. We provide a sample run of up to 500 articles as part of the pre-engagement scoping process - so you can validate schema fit, text cleanliness, and data quality before signing any contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off archive dump or a continuous news monitoring feed - we scope, build, and operate the pipeline. Tell us what you need.
