We extract news articles, showbiz updates, comment threads, author metadata, and media assets from dailymail.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 dailymail.co.uk. All fields typed and schema-versioned.
"url": "https://www.dailymail.co.uk/news/article-1234567/Example-headline-text.html", "headline": "Example headline text for breaking news", "author": "John Smith", "published_at": "2026-05-12T09:14:00Z", "category": "news", "subcategory": "uk_news", "share_count": 1402, "image_count": 8
| # | url | headline | subheadline | author | published_at | updated_at |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Comments objects from dailymail.co.uk. All fields typed and schema-versioned.
"comment_id": "c_987654321", "article_url": "https://www.dailymail.co.uk/news/article-1234567/Example-headline-text.html", "author_name": "AngryTaxpayer", "author_location": "London, United Kingdom", "upvotes": 452, "downvotes": 12, "replies_count": 5, "timestamp": "2026-05-12T10:05:00Z"
| # | comment_id | article_url | author_name | author_location | comment_text | upvotes |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Authors objects from dailymail.co.uk. All fields typed and schema-versioned.
"author_name": "John Smith", "author_url": "https://www.dailymail.co.uk/home/search.html?s=&authornamef=John+Smith", "twitter_handle": "@johnsmith_dm", "article_count": 412, "topics_covered": "['Politics', 'UK News', 'Crime']", "bio_text": "Chief Political Correspondent for MailOnline.", "latest_article_url": "https://www.dailymail.co.uk/news/article-1234567/Example-headline-text.html"
| # | author_name | author_url | twitter_handle | article_count | latest_article_url | topics_covered |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Media Assets objects from dailymail.co.uk. All fields typed and schema-versioned.
"asset_id": "img_459201", "article_url": "https://www.dailymail.co.uk/news/article-1234567/Example-headline-text.html", "asset_type": "image", "source_url": "https://i.dailymail.co.uk/1s/2026/05/12/10/example.jpg", "caption": "The Prime Minister arriving at Downing Street this morning", "width": 962, "height": 641, "format": "jpeg"
| # | asset_id | article_url | asset_type | source_url | caption | alt_text |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Engagement objects from dailymail.co.uk. All fields typed and schema-versioned.
"url": "https://www.dailymail.co.uk/news/article-1234567/Example-headline-text.html", "total_shares": 1402, "facebook_shares": 850, "twitter_shares": 512, "pinterest_shares": 40, "total_comments": 842, "trending_rank": 3, "related_articles": 4
| # | url | total_shares | facebook_shares | twitter_shares | pinterest_shares | total_comments |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Dailymail scraper bypasses heavy ad scripts and dynamic content loading to extract clean text, nested comments, and metadata across all regional editions.
Extract headlines, subheadlines, body paragraphs, and bullet points while stripping out intrusive inline advertisements and tracking scripts.
Capture thousands of user comments per article, including author location, upvotes, downvotes, and full reply hierarchies via API interception.
Monitor the right-hand sidebar for trending showbiz and celebrity gossip articles, tracking placement duration and visual prominence.
Scrape content specific to the UK, US, and Australian editions using region-specific residential proxies to bypass geo-blocks.
Compile author profiles, track publication frequency, and map journalists to specific topics and sentiment trends.
Extract high-resolution image URLs, video source links, captions, and alt-text metadata embedded within articles.
Configure high-frequency polling on homepage and category feeds to capture breaking news articles within minutes of publication.
Traverse the dailymail.co.uk archive pages to extract historical articles and comments based on specific date ranges or keywords.
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 category URLs, keyword sets, or specific date ranges. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and API interception for dailymail.co.uk.
Schema validation, null-rate checks, and sample comment extractions before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
MailOnline is notoriously heavy on ad-tech, infinite scrolling, and dynamic loading. Here is how we extract clean data efficiently.
Dailymail articles are packed with video players, banner ads, and tracking scripts that bloat the DOM and slow down extraction. Our pipeline blocks these domains at the network level, ensuring rapid page loads and clean text extraction without the noise.
Loading thousands of comments via browser automation is slow and error-prone. We intercept the underlying JSON endpoints used by the Dailymail comment widget, allowing us to extract massive comment hierarchies, upvotes, and author locations directly and efficiently.
Category pages and the 'Sidebar of Shame' rely on infinite scrolling to load more articles. We simulate scroll events and capture the subsequent XHR requests, ensuring full coverage of category feeds without missing intermediate articles.
MailOnline serves different content and layouts to UK, US, and AU visitors. We route requests through region-specific residential proxies, ensuring you collect the exact edition data required for your analysis.
News articles are frequently updated after publication. We maintain a hash index of article bodies and headlines, emitting diffs when a story is revised. You get a clear timeline of editorial changes without redundant full-text dumps.
Agencies track brand mentions, executive coverage, and crisis developments across news and showbiz sections.
Data science teams ingest millions of user comments to gauge public sentiment on political events, brands, and public figures.
Retailers and fashion brands monitor the Femail section and Sidebar of Shame to identify emerging celebrity style trends.
Linguists and sociologists analyse tabloid language patterns, editorial bias, and reader engagement over multi-year archives.
Researchers track the spread of specific narratives, correlating article updates with comment section reactions.
Publishers monitor dailymail.co.uk output volume, category distribution, and engagement metrics to benchmark their own editorial strategy.
"MailOnline publishes thousands of articles daily with millions of user comments — a massive corpus of public sentiment and tabloid trends requiring dedicated infrastructure to parse."
Scraping Dailymail requires bypassing aggressive ad-tech scripts, handling infinite scroll mechanics, and intercepting undocumented comment APIs. DataFlirt manages the proxy rotation, JavaScript execution, and schema maintenance so your data science teams receive clean text and engagement metrics without writing a single selector.
Everything supported by our dailymail.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 and deduplication. Playwright handles JavaScript execution for infinite scroll and complex DOM interactions. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across UK/US/AU regions. Rotation happens per-request to bypass rate limits and access geo-fenced editions.
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 dailymail.co.uk scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available news articles and comments is generally permissible under applicable law in the UK and US. DataFlirt targets only public, non-authenticated editorial and comment data. We do not extract personal data beyond public user handles, bypass paywalls for Mail+ content, or violate GDPR. Clients should consult legal counsel for their specific use cases.
We intercept network requests at the browser level, blocking known ad-tech domains, video streaming URLs, and tracking pixels. This reduces bandwidth consumption, speeds up page loads, and prevents dynamic layout shifts during extraction.
Yes. Instead of automating browser clicks on 'Load More Comments', we intercept the internal JSON APIs that populate the comment widget. This allows us to extract thousands of nested comments, including upvotes and downvotes, rapidly and reliably.
Yes. MailOnline alters its homepage and category feeds based on visitor IP. We use region-specific residential proxies to target the UK, US, or AU editions explicitly, ensuring accurate data capture for your target market.
For real-time monitoring, we can poll specific category feeds or the homepage at minute-level intervals. New articles are extracted and pushed via Webhook immediately upon detection.
Yes. We utilise the dailymail.co.uk archive pages to traverse historical content based on specific date ranges, extracting full article text and metadata from past years.
Our smallest packages start at tracking specific categories or author feeds with daily delivery. For full-site archiving or real-time breaking news pipelines, we price based on compute volume and delivery frequency. Contact us for a scoped quote.
Absolutely. We provide a sample run of up to 500 articles or specific comment threads as part of the pre-engagement scoping process, allowing you to validate schema fit and text cleanliness.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a historic archive export or a continuous feed of breaking news and comments — we scope, build, and operate the pipeline. Tell us what you need.
