We extract geopolitical reporting, live blog feeds, opinion columns, and video metadata from Al Jazeera. 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 aljazeera.com. All fields typed and schema-versioned.
"url": "https://www.aljazeera.com/news/2026/05/12/example-article", "headline": "Global summit concludes with new climate accords", "author": "Jane Doe", "publish_date": "2026-05-12T14:30:00Z", "category": "Climate", "tags": "['Environment', 'Diplomacy', 'UN']", "content_text": "World leaders gathered today to finalise..."
| # | url | headline | subheadline | author | publish_date | update_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Live Blogs objects from aljazeera.com. All fields typed and schema-versioned.
"blog_id": "live-blog-84920", "event_title": "Election 2026: Live Updates", "post_id": "post-492", "timestamp": "2026-05-12T15:45:22Z", "author": "John Smith", "post_text": "Early results indicate a shift in voting patterns...", "source_link": "https://twitter.com/example/status/123"
| # | blog_id | url | event_title | post_id | timestamp | author |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Authors objects from aljazeera.com. All fields typed and schema-versioned.
"name": "Jane Doe", "profile_url": "https://www.aljazeera.com/author/jane_doe", "bio": "Jane Doe is a senior correspondent covering climate policy.", "role": "Senior Correspondent", "twitter_handle": "@janedoe_aj", "article_count": 342
| # | author_id | name | profile_url | bio | role | twitter_handle |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Video & Documentaries objects from aljazeera.com. All fields typed and schema-versioned.
"video_id": "vid-99382", "title": "Inside the Climate Summit", "show_name": "101 East", "duration": "24:15", "publish_date": "2026-05-11T10:00:00Z", "description": "An exclusive look at the negotiations...", "tags": "['Documentary', 'Climate']"
| # | video_id | title | show_name | duration | publish_date | description |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search & Archives objects from aljazeera.com. All fields typed and schema-versioned.
"keyword": "renewable energy", "page_number": 1, "result_position": 4, "url": "https://www.aljazeera.com/economy/2026/05/10/renewables", "headline": "Solar investment reaches new high", "publish_date": "2026-05-10T08:20:00Z", "category": "Economy"
| # | keyword | page_number | result_position | url | headline | snippet |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Al Jazeera scraper handles high-velocity news cycles: extracting static articles, polling live blogs, and mapping author networks across regional editions.
Capture headline, subheadline, author, publication date, category, and full text content across all article templates.
Extract real-time updates from live blogs, including timestamps, post authors, text, and embedded social media links.
Scrape author profiles, biographies, social handles, and historical publication records to map editorial networks.
Support for Al Jazeera English, Arabic, and Balkans editions, handling RTL text encoding and regional variations.
Extract structural metadata like categories, geographical tags, and topic clusters for precise content filtering.
Retrieve metadata from Al Jazeera documentaries and news clips, including duration, show name, and descriptions.
Traverse historical archives via infinite scroll and pagination to build comprehensive retrospective datasets.
Monitor breaking news sections and live blogs at sub-minute intervals for real-time media monitoring.
Distinguish hard news reporting from opinion columns and editorials based on structural markers and URL patterns.
Brief in. Clean data out.
Provide categories, author names, or search keywords. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and session management for aljazeera.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.
News sites optimise for fast delivery, but their DOM structures vary wildly between standard articles, live updates, and interactive features.
Al Jazeera live blogs load new posts dynamically via XHR requests. Our pipeline intercepts these network calls to extract structured JSON directly, rather than relying on brittle DOM parsing of the rendered feed.
Category pages and author archives use infinite scroll. We simulate user scroll behaviour and capture the underlying API responses to ensure complete retrieval of historical articles without missing intervening records.
Scraping Al Jazeera Arabic requires proper handling of Right-To-Left text encoding and distinct DOM structures. Our parsers normalise text outputs to ensure UTF-8 compliance across all regional editions.
News clips and documentaries are hosted within custom video players. We extract the configuration objects injected into the page source to retrieve accurate metadata, durations, and show affiliations.
Articles covering breaking news are updated frequently. We hash article content and track the 'last updated' timestamps, emitting diffs when headlines or body text change post-publication.
Think tanks and intelligence firms analyse coverage of the Middle East and Global South to gauge regional sentiment and geopolitical shifts.
AI teams ingest high-quality, multi-lingual journalistic text to train language models on formal Arabic and international English.
Corporate communications teams track mentions of entities, executives, and industry keywords across global news networks.
Risk analysts monitor live blogs for real-time updates on conflicts, elections, and natural disasters to inform operational security.
Universities compile longitudinal datasets of news coverage to study media framing, agenda-setting, and international relations.
Researchers compare Al Jazeera's reporting with Western media outlets to identify differences in narrative framing and editorial focus.
"Al Jazeera provides critical coverage of the Global South and Middle East, but parsing its varied article templates and live blogs requires purpose-built infrastructure."
Most teams struggle with news extraction because DOM structures change between standard reports, interactive features, and live blogs. DataFlirt maintains specific selectors for every Al Jazeera content type, polling breaking news feeds at sub-minute intervals while managing proxy rotation to avoid rate limits.
Everything supported by our aljazeera.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 high-throughput archive crawling, while Playwright manages interactive elements and infinite scroll pagination on category pages.
We utilise geographically distributed proxies to access regional content variations and prevent IP-based rate limiting during high-frequency polling.
Pipelines run on Kubernetes. Airflow handles scheduling for daily archive sweeps and manages continuous polling tasks for live blogs.
Data delivered to where your team already works — no new tooling required.
About aljazeera.com scraping, legality, and pipeline operations.
Ask us directly →Yes. Our pipeline supports Al Jazeera Arabic, handling RTL text encoding, distinct DOM structures, and category mappings to deliver clean, UTF-8 compliant datasets.
For active live blogs covering breaking news, we configure high-frequency polling pipelines that deliver new posts via webhook within 60 seconds of publication.
Yes. We can traverse Al Jazeera's category and author archives via infinite scroll to extract historical articles dating back to the site's earliest available records.
We maintain a hash index of previously scraped articles. If an article is updated post-publication, we detect the change and emit a diff record containing the new text and updated timestamp.
We extract publicly available metadata including titles, show names, durations, and descriptions from the embedded video players on the site.
Data is typically delivered as JSON or Parquet for automated ingestion, but we also provide CSV and XLS formats for analysts requiring immediate access via spreadsheets.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a historical archive dump or continuous live blog monitoring — we scope, build, and operate the pipeline. Tell us what you need.
