We extract article text, publication metadata, author profiles, editorials, and archival content from The Hindu. 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 thehindu.com. All fields typed and schema-versioned.
"article_id": "TH12345678", "url": "https://www.thehindu.com/news/national/example-article.html", "headline": "Supreme Court reserves verdict on constitutional validity", "author": "Krishnadas Rajagopal", "publish_date": "2026-05-12T10:30:00Z", "category": "National", "location": "New Delhi"
| # | article_id | url | headline | subheadline | author | publish_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Authors & Journalists objects from thehindu.com. All fields typed and schema-versioned.
"author_id": "AUTH-492", "name": "Suhasini Haidar", "profile_url": "https://www.thehindu.com/profile/author/Suhasini-Haidar/", "twitter_handle": "@suhasinih", "article_count": 1420, "topics_covered": "['Diplomacy', 'Foreign Affairs', 'International Relations']"
| # | author_id | name | profile_url | bio | twitter_handle | |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Editorials & Opinions objects from thehindu.com. All fields typed and schema-versioned.
"editorial_id": "ED-9982", "url": "https://www.thehindu.com/opinion/editorial/example-editorial.html", "headline": "A necessary intervention: On the RBI monetary policy", "publish_date": "2026-05-11T23:30:00Z", "word_count": 850, "tags": "['RBI', 'Monetary Policy', 'Economy']"
| # | editorial_id | url | headline | publish_date | body_text | author |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Categories & Sections objects from thehindu.com. All fields typed and schema-versioned.
"section_name": "Tamil Nadu", "parent_section": "States", "url": "https://www.thehindu.com/news/national/tamil-nadu/", "article_count_24h": 145, "trending_tags": "['Chennai', 'Assembly', 'Weather']", "latest_update": "2026-05-12T11:15:00Z"
| # | section_name | parent_section | url | article_count_24h | top_stories | trending_tags |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search Results objects from thehindu.com. All fields typed and schema-versioned.
"keyword": "climate change summit", "position": 1, "url": "https://www.thehindu.com/sci-tech/energy-and-environment/example.html", "headline": "India commits to new renewable targets at COP", "publish_date": "2026-05-10T14:20:00Z", "section": "Energy and Environment"
| # | keyword | position | url | headline | publish_date | snippet |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our scraper handles the structural variations across The Hindu's domains, from legacy archives to live news feeds, standardising timestamps, authors, and categorisation schemas.
Extract headlines, subheadings, bylines, datelines, body text, and embedded media URLs from all public news articles.
Crawl The Hindu's extensive digital archives dating back decades, normalising legacy HTML structures into a consistent JSON schema.
Map articles to specific journalists. Extract author bios, social handles, and historical publication frequencies.
Monitor state and city-specific sections, capturing hyper-local news coverage across India.
Capture the internal taxonomy of The Hindu, including topics, tags, and category hierarchies for every article.
Isolate opinion pieces, editorials, and letters to the editor for distinct NLP or sentiment analysis workloads.
Convert irregular publication and update times into standard ISO 8601 UTC timestamps.
Configure continuous pipelines at hourly or daily cadences to capture breaking news and subsequent article updates.
Extract high-resolution image URLs, captions, and photo credits associated with news stories.
Brief in. Clean data out.
Provide target sections, date ranges, or keyword sets. We design the extraction schema together.
We configure Scrapy crawlers, session management, and pagination logic for thehindu.com.
Schema validation, null-rate checks, and timestamp normalisation before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
News sites present unique challenges: legacy HTML, paywalls, and high-frequency updates. Here is how we build resilient pipelines.
The Hindu gates premium content behind a hard paywall. Our scrapers automatically detect TH Premium flags in the DOM and metadata, skipping inaccessible body text while retaining headline and taxonomy data to maintain catalogue completeness.
Archive articles from the 2000s use vastly different HTML templates than modern stories. We maintain conditional selector chains that route parsing logic based on publication year, ensuring consistent output schemas regardless of the source era.
News articles are frequently updated after initial publication. Our change-detection system monitors the 'updated_at' timestamps and structural hashes of recent articles, emitting new records when significant editorial changes occur.
We handle infinite scroll and complex pagination across topic and author pages, ensuring zero dropped articles when traversing deep historical category feeds.
Publication dates appear in varied formats ('2 hours ago', 'IST', 'Updated: ...'). We parse and convert all temporal data into strict ISO 8601 UTC formats for reliable downstream database ingestion.
AI labs ingest decades of high-quality Indian English journalism to train language models on regional context and grammar.
PR firms and corporate communications teams track brand mentions, executive coverage, and crisis narratives across national and regional editions.
Political scientists and economists analyse editorial sentiment and topic frequency to study historical policy shifts and public discourse.
Risk consultancies monitor diplomatic coverage and defence reporting to assess regional stability and foreign policy trends.
News aggregators and verification platforms cross-reference claims against The Hindu's reporting archive.
Quant funds ingest business section articles to gauge sentiment on specific equities, RBI policies, and macroeconomic indicators.
"A newspaper's archive is the first draft of history. Structured access to decades of reporting transforms static text into a queryable timeline of geopolitical and economic events."
Extracting data from major news publishers requires handling decades of legacy HTML, inconsistent metadata, and high-frequency updates. DataFlirt standardises the chaos of news taxonomy into clean, warehouse-ready records, allowing your data science teams to focus on text analysis rather than web scraping.
Everything supported by our thehindu.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.
High-concurrency Scrapy spiders handle the massive volume of archive pages efficiently, using lxml for rapid DOM parsing without the overhead of headless browsers.
We utilise Indian datacenter and residential proxy pools to ensure reliable access and bypass geographic or volumetric rate limiting imposed by CDNs.
Pipelines run on ECS. Airflow handles scheduling for hourly breaking news updates and massive historical backfill jobs. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About thehindu.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available, non-paywalled news articles is generally permissible for analytical and research purposes. DataFlirt extracts only public data and does not circumvent authentication or paywalls to access TH Premium content. Clients must ensure their downstream use complies with copyright law and fair use doctrines.
No. We do not bypass authentication to extract paywalled body text. For premium articles, we extract the publicly visible metadata (headline, author, publication date, tags, and visible snippet) to maintain a complete catalogue of published work, but the gated body text is omitted.
We can extract data from any URL accessible via thehindu.com/archive/. The depth is limited only by the availability of the digital records on their servers, which typically spans back to the early 2000s in digital format.
We configure pipelines to poll specific sections or RSS feeds at high frequencies (e.g., every 15 minutes) to capture breaking news and subsequent article updates as the story develops.
Yes. If requested, we can scope pipelines to include The Hindu Group's sister publications like Frontline, Sportstar, and Businessline, normalising the data into a unified schema.
Yes. We provide a sample run of up to 1,000 articles from specified dates or categories to validate schema fit, field completeness, and text encoding before signing any 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 national news — we scope, build, and operate the pipeline. Tell us what you need.
