We extract full text, author metadata, publication timestamps, and category tags from Repubblica.it. 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 repubblica.it. All fields typed and schema-versioned.
"url": "https://www.repubblica.it/politica/2026/05/12/news/example_article-123456/", "headline": "Il nuovo piano per le infrastrutture", "author": "Mario Rossi", "published_at": "2026-05-12T08:30:00Z", "category": "Politica", "paywall_status": false, "tags": "['Infrastrutture', 'Governo', 'Economia']"
| # | url | headline | subheadline | author | published_at | updated_at |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Authors objects from repubblica.it. All fields typed and schema-versioned.
"author_id": "m_rossi_01", "name": "Mario Rossi", "profile_url": "https://www.repubblica.it/autori/mario-rossi", "role": "Inviato Speciale", "article_count": 452, "recent_topics": "['Politica', 'Esteri']"
| # | author_id | name | profile_url | role | twitter_handle | article_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Front Page objects from repubblica.it. All fields typed and schema-versioned.
"position": 1, "section": "Primo Piano", "headline": "Elezioni europee, i risultati definitivi", "url": "https://www.repubblica.it/politica/elezioni-europee", "is_breaking": true, "scraped_at": "2026-05-12T09:14:33Z"
| # | position | section | headline | url | is_breaking | image_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Categories objects from repubblica.it. All fields typed and schema-versioned.
"category_name": "Economia", "sub_category": "Finanza", "url": "https://www.repubblica.it/economia/", "article_count_24h": 124, "trending_topics": "['Borsa', 'Inflazione', 'BCE']", "last_updated": "2026-05-12T09:00:00Z"
| # | category_name | sub_category | url | top_headline | article_count_24h | trending_topics |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Multimedia objects from repubblica.it. All fields typed and schema-versioned.
"article_url": "https://www.repubblica.it/sport/2026/05/12/news/champions-123", "media_type": "video", "video_url": "https://video.repubblica.it/sport/gol-finale/456", "duration": "00:03:45", "credits": "Getty Images", "gallery_count": 12
| # | article_url | video_url | image_urls | gallery_count | caption_text | credits |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Repubblica scraper handles every layer of the publication: front page hierarchies, historical archives, author profiles, and multimedia content, with cookie consent management and bot circumvention built in.
Title, subheadline, author, publication date, body text, and tags extracted cleanly from the DOM.
Identify GEDI Premium paywalled articles versus free content, capturing available preview text automatically.
Track homepage placement, breaking news banners, and section rankings over time to gauge editorial priorities.
Extract author bios, social handles, historical article counts, and primary coverage areas.
Traverse years of published content via sitemaps and search pagination for longitudinal analysis.
Capture editorial tags and categorisation to build normalised entity relationship databases.
Extract high-resolution image URLs, video embed links, and gallery captions associated with articles.
Automated handling of Iubenda and OneTrust cookie walls required by EU privacy regulations.
Run one-off bulk archive exports or configure continuous pipelines at hourly cadences with change-detection diffing.
Brief in. Clean data out.
Provide section URLs, author lists, or keyword sets. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and cookie wall handling for repubblica.it.
Schema validation, null-rate checks, and sample articles before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
European news sites deploy aggressive cookie walls, paywalls, and rate limits. Here is how we stay resilient.
EU news publishers block access until cookie consent is granted. We automate the interaction with consent management platforms using headless browsers to ensure full page content loads.
Repubblica uses a hard paywall for GEDI Premium subscribers. We detect the paywall boundary, extract the free preview text, and flag the record as premium to prevent incomplete data from polluting your dataset.
Extracting historical articles requires traversing thousands of paginated search results. We manage concurrency and proxy rotation to prevent IP bans during deep archive extraction.
Images, videos, and interactive charts often rely on lazy-loading. We execute JavaScript to trigger network requests and capture the final media URLs.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, DOM changes, and coverage drops, and respond before you notice.
PR agencies and corporate communications teams track brand mentions, executive coverage, and crisis sentiment in real time.
Machine learning teams use decades of high-quality Italian editorial text to train language models and sentiment classifiers.
Think tanks and analysts monitor front-page placement and editorial focus to gauge political trends and public discourse.
Quantitative funds parse economic news and market commentary to extract trading signals and macroeconomic sentiment.
Media organisations track author output, publishing velocity, and trending topics to optimise their own editorial strategies.
Universities build longitudinal corpuses to study the evolution of language, media bias, and cultural shifts over time.
"Repubblica.it represents decades of Italian political and cultural history, but extracting it cleanly requires bypassing complex European cookie walls and dynamic paywalls."
Most teams underestimate the investment required: reliable news scraping in the EU requires residential proxies, cookie consent automation, daily selector maintenance, and anomaly monitoring. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.
Everything supported by our repubblica.it 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.
We maintain pools of residential ISP proxies across EU regions. Rotation happens per-request with sticky sessions where required.
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 repubblica.it scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from news websites is generally permissible for non-commercial research or specific commercial uses under EU law, provided it complies with copyright directives and does not extract personal data. DataFlirt targets only public editorial data. We do not circumvent authentication walls or violate GDPR. Clients should consult legal counsel for specific use cases.
We detect the presence of the paywall boundary. For premium articles, we extract the headline, metadata, and available preview text, and flag the record as paywalled. We do not bypass the paywall to extract protected content.
We use headless Playwright browsers to programmatically accept or reject cookie consent banners (like Iubenda or OneTrust) to ensure the underlying article content loads completely.
Real-time streaming pipelines achieve sub-15-minute latency for front-page monitoring. Full category refreshes at daily cadence complete within a 2-4 hour window.
Yes. We can traverse search pagination and sitemaps to extract historical articles dating back years, depending on the availability of the content on the site.
Our smallest packages start at continuous monitoring of specific categories or authors with daily delivery. For historical archive dumps, we price based on volume.
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 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 front-page monitoring feed, we scope, build, and operate the pipeline. Tell us what you need.
