We extract publication archives, breaking news feeds, author profiles, and comment structures from elmundo.es. 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 elmundo.es. All fields typed and schema-versioned.
"url": "https://www.elmundo.es/espana/2026/05/12/example.html", "headline": "El Gobierno aprueba la nueva reforma fiscal", "author": "Juan M. Lamet", "publish_date": "2026-05-12T08:30:00Z", "section": "España", "is_premium": true, "comment_count": 342, "tags": "['Política', 'Impuestos', 'Congreso']"
| # | url | headline | subheadline | author | publish_date | update_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Authors objects from elmundo.es. All fields typed and schema-versioned.
"author_id": "juan-m-lamet", "name": "Juan M. Lamet", "role": "Redactor", "twitter_handle": "@juanmlamet", "article_count": 845, "latest_article_url": "https://www.elmundo.es/espana/2026/05/12/example.html"
| # | author_id | name | role | twitter_handle | article_count | latest_article_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Comments objects from elmundo.es. All fields typed and schema-versioned.
"comment_id": "c_9823749", "article_url": "https://www.elmundo.es/espana/2026/05/12/example.html", "username": "LectorHabitual", "timestamp": "2026-05-12T09:15:22Z", "comment_text": "Esta medida afectará principalmente a las pymes.", "upvotes": 45, "replies_count": 3
| # | comment_id | article_url | username | timestamp | comment_text | upvotes |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Sections & Feeds objects from elmundo.es. All fields typed and schema-versioned.
"section_name": "Economía", "position": 1, "headline": "El Ibex 35 cierra en verde tras la decisión del BCE", "url": "https://www.elmundo.es/economia/2026/05/12/ibex.html", "is_breaking": false, "scrape_timestamp": "2026-05-12T18:05:00Z"
| # | section_name | position | headline | url | is_breaking | pinned |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Multimedia objects from elmundo.es. All fields typed and schema-versioned.
"media_id": "vid_48291", "article_url": "https://www.elmundo.es/deportes/2026/05/12/video.html", "media_type": "video", "title": "Resumen de la jornada de Champions", "duration": "00:03:45", "provider": "Unidad Editorial"
| # | media_id | article_url | media_type | title | duration | thumbnail_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our El Mundo scraper handles every layer of the platform: frontpage feeds, historical archives, author tracking, and comment threads — with JavaScript rendering and anti-bot circumvention built in.
Extract headlines, subheadings, full body text, publication timestamps, and metadata tags from any section.
Monitor article placement, breaking news banners, and pinned content across the main homepage and sub-sections.
Capture bylines, author bios, social media handles, and historical publication records for specific journalists.
Extract user comments, timestamps, upvote/downvote ratios, and nested reply structures for sentiment analysis.
Accurately flag articles marked as 'Premium' to separate free public discourse from gated subscriber content.
Crawl specific local editions including Madrid, Andalucía, Cataluña, and Comunidad Valenciana.
Paginate through El Mundo's historical hemeroteca to build deep retrospective datasets.
Extract image URLs, video embed codes, captions, and media provider details attached to articles.
Run continuous pipelines for breaking news or one-off bulk exports for historical analysis.
Brief in. Clean data out.
Provide target sections, author lists, or keyword parameters. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, European proxy rotation, and CMP consent bypass logic.
Schema validation, null-rate checks, and text parsing verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
News sites deploy strict caching and bot protections. Here's how we stay resilient — and why teams choose managed infrastructure over DIY.
El Mundo uses enterprise CDN and bot mitigation layers. Our crawlers utilize Spanish residential proxies with realistic browser fingerprints to bypass request blocking and IP bans.
We programmatically accept or dismiss Didomi cookie consent modals required under GDPR, ensuring the underlying DOM is fully accessible for scraping.
Comment sections on elmundo.es load asynchronously via JavaScript. We use full browser rendering to trigger these network requests and capture the complete discussion tree.
Opinion pieces, multimedia galleries, and standard news articles use different DOM structures. We maintain fallback selector chains to extract clean text regardless of the presentation format.
News stories evolve. We track 'update_date' timestamps and content hashes to emit new records only when an article is modified, reducing redundant data.
PR agencies and brands track mentions, quotes, and narrative framing across Spain's leading daily newspaper.
Researchers analyse user comments on political and economic articles to gauge public reaction and polarity.
AI teams build high-quality Spanish language corpuses using decades of professionally edited journalistic text.
Other media organisations monitor El Mundo's publishing velocity, topic coverage, and breaking news latency.
Academics track editorial trends, keyword frequency, and author bias across election cycles.
Quant funds extract market news and corporate announcements from the Economy section to inform trading models.
"El Mundo represents one of the most critical records of Spanish public discourse — but extracting clean text from its varied digital templates requires specialized infrastructure."
Most teams underestimate the investment required: reliable news scraping requires bypassing aggressive CDN caching, handling EU cookie consent popups, rendering dynamic comment sections, and normalising dozens of distinct article layouts. DataFlirt absorbs that complexity so your engineers can focus on the analysis — not the infrastructure.
Everything supported by our elmundo.es 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 broad crawling of section feeds and archives. Playwright executes JavaScript for comment loading and consent management.
We maintain pools of European residential proxies. Rotation happens per-request to bypass Akamai and Cloudflare protections.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling for continuous news feeds. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About elmundo.es scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available news articles and headlines is generally permissible. DataFlirt extracts only public, non-authenticated data. We do not bypass paywalls to steal Premium content, nor do we extract personal user data beyond public comment usernames. Clients should review terms of service and consult legal counsel for specific use cases.
We use Spanish residential proxies and full browser rendering to mimic legitimate user behaviour, effectively bypassing CDN-level bot mitigation and request rate limits.
Yes. We can crawl El Mundo's hemeroteca (archive) to extract historical articles based on specified date ranges, sections, or keyword parameters.
For continuous monitoring pipelines targeting the frontpage or specific sections, we can achieve sub-5-minute latency using Webhook delivery.
We extract comments from articles where the discussion thread is enabled and publicly visible. This includes paginating through the thread to capture replies.
No. We do not circumvent authentication or payment gateways. We extract the headline, subheadline, and any publicly visible introductory text, and flag the record as 'is_premium: true'.
Yes. We provide a sample run of up to 500 articles across various sections during the scoping process to validate schema fit and data quality.
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 across specific sections — we scope, build, and operate the pipeline. Tell us what you need.
