We extract full text articles, multi-language press releases, official statements, and metadata from Xinhuanet. 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 xinhuanet.com. All fields typed and schema-versioned.
"url": "https://english.news.cn/20260512/xyz.htm", "title": "New Economic Policy Announced", "source_agency": "Xinhua", "publish_date": "2026-05-12T08:30:00Z", "language": "en", "word_count": 1245
| # | url | title | subtitle | author | source_agency | publish_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Press Releases objects from xinhuanet.com. All fields typed and schema-versioned.
"id": "PR-2026-8921", "title": "Ministry Statement on Trade", "official_body": "Ministry of Commerce", "release_date": "2026-05-11", "references": "['Trade Agreement 2026']", "category": "Economy"
| # | id | title | official_body | release_date | full_text | references |
|---|---|---|---|---|---|---|
| 1 | ||||||
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| 3 |
Complete list of extractable fields for Media & Images objects from xinhuanet.com. All fields typed and schema-versioned.
"image_id": "IMG_99210", "article_url": "https://english.news.cn/20260512/xyz.htm", "image_url": "https://english.news.cn/images/2026/05/12/img_1.jpg", "caption": "Delegates at the summit.", "photographer": "Li Wei", "format": "JPEG"
| # | image_id | article_url | image_url | caption | alt_text | resolution |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Authors objects from xinhuanet.com. All fields typed and schema-versioned.
"author_name": "Wang Xiaoming", "article_count": 412, "primary_topic": "Technology", "agency_branch": "Beijing HQ", "language": "zh", "last_published": "2026-05-10"
| # | author_name | article_count | recent_articles | primary_topic | agency_branch | profile_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Regional News objects from xinhuanet.com. All fields typed and schema-versioned.
"region": "Guangdong", "sub_domain": "gd.news.cn", "headline": "Tech Hub Expansion Approved", "category": "Local Economy", "local_source": "Guangzhou Daily", "translation_available": true
| # | region | sub_domain | headline | category | publish_timestamp | local_source |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Xinhuanet scraper handles diverse regional portal structures, multi-language encoding, and dynamic news feeds. We bypass rate limits and normalise inconsistent metadata fields into clean structured records.
Capture complete article bodies, subtitles, and embedded quotes. We strip out boilerplate HTML and deliver clean text ready for NLP pipelines.
Crawl portals in English, Chinese, French, Russian, Spanish, and Arabic. We handle UTF-8 encoding and right-to-left text alignment natively.
Extract and standardise publication timestamps, author names, source agencies, and topic tags across visually distinct regional subdomains.
Target specific provincial portals or aggregate national news feeds. We map the entire subdomain architecture for comprehensive coverage.
Execute JavaScript to load dynamic news feeds and paginated category archives that standard HTTP clients miss.
Extract high-resolution image URLs, captions, alt text, and photographer credits linked to their parent articles.
Track stealth edits to published articles. We hash article content and emit diffs when headlines or body text change.
Use regional proxy pools to access location-restricted content and bypass regional rate limits on specific media assets.
Configure continuous pipelines at hourly or daily cadences to maintain a real-time repository of state media announcements.
Brief in. Clean data out.
Provide categories, language portals, or keyword sets. We design the extraction schema together.
We configure Scrapy and Playwright crawlers, proxy rotation, and encoding normalisation for Xinhuanet.
Schema validation, null-rate checks, and text encoding verification before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting data from fragmented state media portals requires specific infrastructure. Here is how we maintain data quality.
Xinhuanet uses different HTML templates across its language portals and regional subdomains. Our selector strategy uses fallback chains and structural pattern matching so a layout change on the French portal does not break the English pipeline.
Scraping global news requires handling diverse character sets. We enforce strict UTF-8 encoding pipelines, normalise whitespace, and handle right-to-left text alignment for Arabic portals to ensure clean data.
Many category pages and breaking news feeds load content dynamically via JavaScript. We run full Playwright browser sessions to trigger lazy loading and capture complete article lists.
High volume extraction triggers IP blocks. We distribute requests across global residential proxy pools, randomise request timing, and manage connection limits to maintain high throughput.
News articles are frequently updated after publication. We maintain a hash index of article text and emit differential records when content changes, allowing you to track narrative shifts.
Analysts monitor policy shifts, official statements, and diplomatic narratives published across state media portals.
Machine learning teams use high quality, multi-language article corpora to train translation models and language classifiers.
Quant funds track state economic announcements, infrastructure project approvals, and trade policy updates in real time.
PR firms and researchers track global narrative distribution and sentiment across different language editions.
Universities analyse historical publication trends, keyword frequency, and propaganda distribution over long time horizons.
Risk management platforms ingest breaking news feeds to detect natural disasters, regulatory changes, and local incidents.
"Xinhuanet provides the definitive real time feed of Chinese state policy and global geopolitical narratives, but extracting structured text across its fragmented regional portals requires dedicated infrastructure."
Most teams underestimate the complexity of scraping global state media. Reliable Xinhuanet extraction requires handling diverse DOM structures across 15 language portals, bypassing regional rate limits, and normalising inconsistent metadata fields. DataFlirt absorbs that complexity so your analysts can focus on the signals, not the infrastructure.
Everything supported by our xinhuanet.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, deduplication, and retry logic. Playwright handles JavaScript rendering and interaction flows for dynamic news feeds.
We maintain pools of residential ISP proxies across global regions. Rotation happens per request to bypass rate limiting and geo-blocking.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state is stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About xinhuanet.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available news articles is generally permissible for research and analysis. DataFlirt targets only public, non-authenticated content. We do not extract personal data or bypass authentication walls. Clients should consult legal counsel regarding copyright and redistribution of state media content.
Yes. We support the English, Chinese, French, Russian, Spanish, Arabic, and other regional language portals provided by Xinhuanet. Our pipelines handle specific text encoding and alignment requirements natively.
Xinhuanet regional subdomains often use different HTML templates. We build specific selector chains for each portal variant and use structural pattern matching to ensure metadata is extracted consistently.
Pipelines can be configured to run continuously. For high priority categories, we achieve sub 15 minute latency from publication to warehouse delivery.
Yes. We maintain a hash index of article content. If an article is updated post publication, we emit a differential record capturing the changes.
Engagements typically start with a defined set of categories or language portals. Contact us with your specific data requirements for a scoped quote.
Yes. We provide a sample run of up to 500 articles across your requested language portals to validate schema fit and text encoding before signing a contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one off historical archive dump or a continuous feed of global press releases, we scope, build, and operate the pipeline. Tell us what you need.
