We extract full article text, author profiles, category metadata, and publication timelines from The Korea Herald. 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 Content objects from koreaherald.com. All fields typed and schema-versioned.
"article_id": "20231024000582", "url": "https://www.koreaherald.com/view.php?ud=20231024000582", "headline": "Bank of Korea holds key rate steady at 3.5%", "subheadline": "Central bank maintains wait-and-see approach amid inflation concerns", "author_name": "Kim Yoon-mi", "publish_date": "2023-10-24T10:30:00Z", "word_count": 642, "language": "en"
| # | article_id | url | headline | subheadline | author_name | publish_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Category & Metadata objects from koreaherald.com. All fields typed and schema-versioned.
"article_id": "20231024000582", "primary_category": "Business", "sub_category": "Finance", "tags": "['Bank of Korea', 'Interest Rate', 'Inflation']", "section_id": "0201000000", "breadcrumbs": "['Home', 'Business', 'Finance']", "related_articles": "['20231023000194', '20231022000411']"
| # | article_id | primary_category | sub_category | tags | keywords | section_id |
|---|---|---|---|---|---|---|
| 1 | ||||||
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| 3 |
Complete list of extractable fields for Author Profiles objects from koreaherald.com. All fields typed and schema-versioned.
"name": "Kim Yoon-mi", "role": "Staff Reporter", "email": "yoonmi@heraldcorp.com", "article_count": 1245, "latest_article_date": "2023-10-24T10:30:00Z", "bio": "Covering macroeconomics and central banking for The Korea Herald."
| # | author_id | name | role | twitter_handle | bio | |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Media & Assets objects from koreaherald.com. All fields typed and schema-versioned.
"article_id": "20231024000582", "image_url": "https://res.heraldm.com/content/image/2023/10/24/20231024000583_0.jpg", "image_caption": "Bank of Korea Governor Rhee Chang-yong speaks during a press briefing in Seoul.", "image_credit": "Yonhap", "thumbnail_url": "https://res.heraldm.com/content/image/2023/10/24/20231024000583_thumb.jpg", "gallery_count": 1
| # | article_id | image_url | image_caption | image_credit | video_url | thumbnail_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Search Results objects from koreaherald.com. All fields typed and schema-versioned.
"keyword": "semiconductor export", "page_number": 1, "position": 3, "article_id": "20231021000214", "headline": "Chip exports show signs of recovery in October", "publish_date": "2023-10-21T14:15:00Z", "author_name": "Lee Ji-yoon"
| # | keyword | page_number | position | article_id | headline | snippet |
|---|---|---|---|---|---|---|
| 1 | ||||||
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| 3 |
Our Korea Herald pipeline processes dynamic news layouts, paginated archives, and author directories to deliver structured text and metadata ready for NLP ingestion.
Extract clean body text, headlines, and subheadlines stripped of ad injections, social sharing widgets, and boilerplate navigation.
Capture original publication dates and subsequent update timestamps to track narrative evolution and breaking news timelines.
Extract primary sections, subsections, and article-specific tags to classify content across Business, National, and Entertainment verticals.
Monitor specific journalists and columnists. Extract author names, contact emails, roles, and aggregate article counts.
Extract high-resolution image URLs, accompanying captions, and source credits embedded within article bodies.
Traverse historical pagination to build comprehensive datasets of past reporting spanning over a decade of Korean news.
Automate searches for specific companies, political figures, or geopolitical events and extract the resulting SERP feeds.
Run pipelines at hourly cadences to capture newly published articles or detect revisions to existing stories.
Navigate complex, ad-heavy page structures using resilient fallback selectors to ensure text extraction remains accurate.
Brief in. Clean data out.
Provide specific categories, keyword lists, or author profiles. We design the extraction schema together.
We configure Scrapy crawlers, proxy rotation, and DOM parsers specifically tuned for koreaherald.com.
Schema validation, text completeness checks, and metadata verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
News websites present unique extraction challenges including dynamic ad insertion, layout variations, and strict rate limits. Here is how we maintain data integrity.
Korea Herald utilises different templates for standard articles, op-eds, and multimedia features. Our selector strategy uses multiple fallback chains to ensure consistent text extraction regardless of the underlying page template.
News sites inject dynamic advertisements and related-article widgets directly into the article body. We employ strict text-cleaning heuristics to strip out non-editorial content, delivering pure article text for NLP models.
Aggressive scraping of news archives often triggers IP bans. We distribute requests across a pool of residential proxies with randomised delays to maintain access without interrupting the target server.
Extracting years of historical data requires navigating complex pagination structures that often break or loop. Our crawlers map the site taxonomy to ensure complete coverage without duplicating records.
For clients requiring low-latency news signals, we monitor RSS feeds and category landing pages continuously, extracting new articles within minutes of publication.
Think tanks and intelligence firms monitor English-language coverage of South Korean politics and North Korean relations.
AI companies ingest structured article text to train language models on formal English usage within an East Asian context.
Hedge funds track corporate announcements, chaebol restructuring news, and Bank of Korea updates for trading signals.
PR agencies track brand mentions, executive quotes, and sentiment across South Korea's largest English daily.
Researchers analyse historical op-eds and editorial shifts to study cultural and economic trends in South Korea.
Multinational corporations monitor industry-specific news to track competitor expansions and regulatory changes in Korea.
"The Korea Herald provides the most comprehensive English-language record of South Korean geopolitics and business, but extracting it requires a resilient pipeline."
News sites frequently alter their DOM structure to accommodate dynamic ad placements and multimedia features. DataFlirt manages the residential proxies, JavaScript rendering, and selector maintenance required to maintain a consistent structured feed of Korean news data, allowing your team to focus on analysis rather than pipeline repair.
Everything supported by our koreaherald.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, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across multiple regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda (burst) and ECS (sustained). 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 koreaherald.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available news articles is generally permissible for factual extraction and analysis. DataFlirt targets only public, non-authenticated content. We do not bypass paywalls or extract personally identifiable information beyond public author profiles. Clients must ensure their downstream use of the data (such as republishing) complies with copyright laws and the publisher's terms of service.
Yes. We can traverse the site's pagination and search functions to extract articles dating back to the start of their digital archives, delivering a comprehensive historical dataset.
Our extraction logic uses strict DOM targeting to isolate the core editorial content. We filter out injected advertisements, related-article carousels, and social sharing widgets to ensure the delivered text is clean.
For continuous monitoring, we can configure pipelines to poll specific category feeds or search results at hourly intervals, delivering new articles via Webhook or S3 drop shortly after publication.
We extract the URLs for high-resolution images, accompanying captions, and source credits. We do not download and host the media files directly, but provide the links for your systems to ingest.
Absolutely. We provide a sample run of up to 500 articles or specific category sections as part of the pre-engagement scoping process, allowing you to validate schema fit and text quality before signing a contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a full historical archive export or a continuous feed of breaking Korean news, we build and operate the pipeline. Tell us your requirements.
