We extract article text, author profiles, category metadata, and publication timestamps from The National. 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 Article Metadata objects from thenationalnews.com. All fields typed and schema-versioned.
"article_id": "MENA-2026-05-12-8492", "url": "https://www.thenationalnews.com/mena/2026/05/12/example-article/", "headline": "New Economic Policies Announced in Abu Dhabi", "author_name": "Sarah Collins", "published_at": "2026-05-12T08:30:00Z", "primary_category": "MENA", "word_count": 842, "language": "en"
| # | article_id | url | headline | author_name | author_url | published_at |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Article Content objects from thenationalnews.com. All fields typed and schema-versioned.
"url": "https://www.thenationalnews.com/business/2026/05/12/markets-update/", "subheadline": "Regional markets show strong recovery in Q2.", "body_text": "Regional equity markets rallied on Tuesday...", "quotes_extracted": "['The recovery is faster than anticipated.']", "paragraph_count": 14, "reading_time_minutes": 4, "media_urls": "['https://thenationalnews.com/image-1.jpg']"
| # | url | headline | subheadline | body_text | html_content | quotes_extracted |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Author Profiles objects from thenationalnews.com. All fields typed and schema-versioned.
"name": "Sarah Collins", "profile_url": "https://www.thenationalnews.com/author/sarah-collins/", "role": "Senior Business Correspondent", "twitter_handle": "@sarahcollins_news", "article_count": 342, "latest_article_date": "2026-05-12T08:30:00Z", "bio": "Sarah covers macroeconomics and regional markets."
| # | author_id | name | profile_url | bio | role | twitter_handle |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Categories & Sections objects from thenationalnews.com. All fields typed and schema-versioned.
"category_name": "Business", "section_url": "https://www.thenationalnews.com/business/", "parent_category": "News", "article_count_24h": 45, "top_keywords": "['markets', 'oil', 'real estate', 'tech']", "feed_url": "https://www.thenationalnews.com/business/rss.xml", "last_updated": "2026-05-12T10:15:00Z"
| # | category_name | section_url | parent_category | trending_rank | article_count_24h | top_keywords |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Multimedia Assets objects from thenationalnews.com. All fields typed and schema-versioned.
"asset_id": "IMG-99283", "article_url": "https://www.thenationalnews.com/arts-culture/2026/05/12/exhibition/", "image_url": "https://thenationalnews.com/assets/img-99283.jpg", "caption": "Visitors at the new Louvre Abu Dhabi exhibit.", "credit": "Getty Images / The National", "asset_type": "image", "resolution": "1920x1080"
| # | asset_id | article_url | image_url | caption | credit | alt_text |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
News sites deploy dynamic loading, paywalls, and complex ad-tech. Our pipeline navigates these obstacles to deliver clean, structured text and metadata ready for NLP and analysis.
Strip away ads, navigation, and boilerplate. We deliver clean body text, subheadings, and extracted quotes formatted for machine reading.
Capture publication dates, updated timestamps, author names, categories, and internal tags directly from the DOM and JSON-LD schemas.
Target specific sections like UAE, Gulf, MENA, or World news. Filter extraction by geography or topic to minimise noise.
Paginate through years of historical articles. Build comprehensive datasets for longitudinal analysis and backtesting.
Poll RSS feeds, category pages, and sitemaps at high frequency to capture breaking news within minutes of publication.
Extract high-resolution image URLs, captions, video embed links, and photographer credits associated with each article.
Scrape author profile pages to build directories of journalists, tracking their publication frequency and topic focus.
Track stealth edits. We monitor article URLs and emit diffs when headlines, body text, or timestamps are modified post-publication.
Bypass rate limits and bot challenges using residential proxies and realistic browser fingerprints.
Brief in. Clean data out.
Specify categories, date ranges, or author profiles. We design the extraction schema together.
We configure Scrapy crawlers, proxy rotation, and HTML sanitisation logic for thenationalnews.com.
Schema validation, null-rate checks, and text-encoding verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting clean data from modern publishers requires handling dynamic layouts, inconsistent DOM structures, and strict rate limits.
News pages are loaded with inline ads, newsletter signups, and related-article widgets. We use advanced XPath selectors and DOM traversal to isolate the actual article body, ensuring your NLP models receive pure text.
The National embeds structured NewsArticle schemas in their HTML. We extract this JSON-LD directly to capture precise publication timestamps, modified dates, and canonical author names that might be hidden in the visual layout.
Extracting historical data requires navigating complex pagination and infinite-scroll category pages. Our Playwright scripts handle dynamic loading to ensure complete coverage of historical archives without missing articles.
High-volume scraping triggers CDN rate limits and IP bans. We distribute requests across a pool of residential proxies, managing concurrency and request delays to maintain high throughput without triggering defensive measures.
Middle East news often includes Arabic names, locations, and occasional script. We enforce strict UTF-8 encoding across the pipeline to ensure all characters are preserved correctly in the final output.
Risk intelligence firms monitor UAE and MENA regional news to assess geopolitical stability, policy shifts, and security events.
Quantitative funds extract business and market news to feed sentiment models trading on Middle East equities and energy markets.
PR agencies and corporate communications teams track brand mentions, executive coverage, and industry trends across the region.
AI research teams use clean, high-quality editorial text to train large language models on English-language Middle East discourse.
Corporations track competitor announcements, project awards, and market entry news published in regional media.
Researchers compile longitudinal datasets of news coverage to study media bias, topic prominence, and regional narratives over time.
"The National provides critical insight into the UAE and broader Middle East, but unstructured HTML is useless for quantitative analysis until it is parsed and normalised."
Building a reliable news scraper requires more than simple HTTP requests. You must handle infinite scroll, strip out ad-tech boilerplate, parse complex JSON-LD schemas, and manage strict rate limits. DataFlirt handles this infrastructure so your team can focus on deriving insights from the text.
Everything supported by our thenationalnews.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 and retry logic. Playwright manages JavaScript rendering for infinite scroll and dynamic category pages.
We maintain pools of residential proxies to distribute requests, avoiding CDN rate limits and ensuring continuous extraction.
Pipelines run on AWS ECS. Airflow handles scheduling and dependency management. All state is stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About thenationalnews.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available news articles is generally permissible for factual data extraction, though copyright law protects the creative expression of the text. DataFlirt extracts data strictly from public pages without bypassing authentication. Clients are responsible for ensuring their use of the extracted text complies with fair use doctrines and copyright laws in their jurisdiction.
We do not bypass hard paywalls that require user authentication or payment. We extract only the content that is publicly accessible or available via soft paywalls (e.g., article limits) using standard proxy rotation and cookie clearing.
For monitored categories or RSS feeds, we can configure polling intervals as low as 5 minutes, delivering new articles via Webhook almost immediately after publication.
Yes. We can traverse sitemaps, category pagination, and search interfaces to extract historical archives dating back years, subject to the site's availability.
Our pipelines hash the content of previously scraped articles. If we re-crawl a URL and detect a change in the body text or updated timestamp, we emit a new record detailing the modification.
While The National is primarily English, we fully support UTF-8 extraction for any Arabic text, quotes, or names present on the page.
Engagements typically start with a defined historical extraction (e.g., 50,000 articles) followed by a daily delta feed. Contact us with your specific category and volume requirements for a precise quote.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a historical archive of Middle East business news or a real-time feed of breaking updates, we scope, build, and operate the pipeline. Tell us what you need.
