SYSTEM all green source abcnews.go.com queue 12,943 URLs p99 latency 214ms dataflirt.com · scraper/abcnews-go
RUN · 42 active pipelines · abcnews.go.com live

ABC News data,
at warehouse scale.

We extract full article text, video metadata, author profiles, and breaking news alerts from ABC News. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Articles extracted
18.4K /day
Video transcripts
3.2K /24h
Author updates
412 /run
Active pipelines
42
Uptime
99.98%
Data Dictionary

Every field we extract from abcnews.go.com

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 abcnews.go.com. All fields typed and schema-versioned.

urlheadlinesubheadlineauthorpublish_dateupdate_datebody_textcategorytags
articles
● 200 OK
"url": "https://abcnews.go.com/Politics/example-article",
"headline": "Senate Passes New Infrastructure Bill",
"author": "Jane Doe",
"publish_date": "2023-10-24T14:30:00Z",
"category": "Politics",
"tags": "['Senate', 'Infrastructure', 'Congress']"
# urlheadlinesubheadlineauthorpublish_dateupdate_date
1
2
3

Complete list of extractable fields for Video Metadata objects from abcnews.go.com. All fields typed and schema-versioned.

video_idtitledurationtranscriptpublish_dateshow_namethumbnail_urltags
video_metadata
● 200 OK
"video_id": "v_98765432",
"title": "Exclusive Interview with the President",
"duration": "14:22",
"show_name": "Good Morning America",
"publish_date": "2023-10-25T08:00:00Z",
"tags": "['Interview', 'GMA', 'Politics']"
# video_idtitledurationtranscriptpublish_dateshow_name
1
2
3

Complete list of extractable fields for Authors objects from abcnews.go.com. All fields typed and schema-versioned.

author_idnamerolebiotwitter_handlearticle_countlatest_article_urlprofile_image_url
authors
● 200 OK
"author_id": "a_12345",
"name": "John Smith",
"role": "Chief Washington Correspondent",
"twitter_handle": "@johnsmithabc",
"article_count": 842,
"latest_article_url": "https://abcnews.go.com/Politics/latest-piece"
# author_idnamerolebiotwitter_handlearticle_count
1
2
3

Complete list of extractable fields for Breaking News objects from abcnews.go.com. All fields typed and schema-versioned.

alert_idheadlinesummarytimestamppriority_levelrelated_urlcategoryregion
breaking_news
● 200 OK
"alert_id": "bn_5543",
"headline": "Major Earthquake Strikes West Coast",
"timestamp": "2023-10-26T09:15:00Z",
"priority_level": "high",
"category": "US",
"region": "California"
# alert_idheadlinesummarytimestamppriority_levelrelated_url
1
2
3

Complete list of extractable fields for Homepage Feed objects from abcnews.go.com. All fields typed and schema-versioned.

positionsectionheadlineurlimage_urlis_breakingscrape_timestamprank
homepage_feed
● 200 OK
"position": 1,
"section": "Top Stories",
"headline": "Global Markets Rally Amid Tech Earnings",
"url": "https://abcnews.go.com/Business/markets-rally",
"is_breaking": false,
"rank": 1
# positionsectionheadlineurlimage_urlis_breaking
1
2
3

Capabilities

Extract verified journalistic data at scale

Our ABC News scraper bypasses aggressive CDN caching and ad-heavy DOMs to deliver clean, structured text and metadata ready for NLP pipelines.

Full Article Extraction

Extract headlines, subheadlines, author bylines, publication timestamps, and complete body text with inline ad injections removed.

Video Transcript Mining

Capture closed captions, duration, show attribution, and video metadata from ABC's dynamic media players.

Author Intelligence

Scrape journalist bios, social links, role titles, and historical article counts across the platform.

Breaking News Monitoring

High-frequency polling of homepage banners and RSS feeds to capture breaking events with sub-minute latency.

Section Tracking

Monitor category-specific feeds including Politics, US, International, Business, and Technology.

Metadata & SEO Tags

Extract hidden meta keywords, description tags, and internal taxonomies used for content categorisation.

Historical Archive Scraping

Iterate through sitemaps and date-based pagination to build comprehensive historical text corpora.

Related Content Graphs

Map internal linking structures by extracting 'Read More' and inline related article URLs.

Scheduled + Streaming Modes

Run one-off historical backfills or configure continuous pipelines at hourly or real-time cadences.

// engagement pipeline

From URL list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target sections, author lists, or historical date ranges. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, and DOM cleaning algorithms for abcnews.go.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and text-cleanliness verification before full launch.

Delivery
ongoing

JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our ABC News pipeline handles the hard parts

News publishers employ aggressive caching, dynamic video players, and complex DOM structures. Here is how we extract clean text.

pipeline-monitor · abcnews.go.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Dynamic video hydration
Playwright for JS players

ABC News relies heavily on client-side rendering for its video components. We use Playwright to execute JavaScript, hydrate the media players, and extract closed caption tracks and video metadata that standard HTTP clients miss.

Anti-bot layer
Residential proxies to bypass WAF

High-frequency polling for breaking news triggers rate limits and WAF blocks. We rotate residential US proxies per request, mimicking standard reader traffic to maintain pipeline stability.

Clean text extraction
Stripping ads and tracking scripts

News article DOMs are littered with inline ads, newsletter modals, and tracking scripts. Our extraction logic uses precise XPath selectors and text-cleaning algorithms to output pure, contiguous journalistic text.

High-frequency polling
Sub-minute latency for breaking events

For clients requiring real-time signals, we monitor API endpoints and RSS feeds rather than full HTML pages, reducing overhead and achieving sub-minute latency on breaking alerts.

Schema stability
Resilient selectors for varying templates

ABC News uses different templates for standard articles, interactive features, and live blogs. We maintain fallback chains for every field to ensure structural changes do not break your data feed.

Applications

Who uses ABC News data — and how

Teams across industries use abcnews.go.com data to build competitive products and smarter operations.

01
Media Monitoring

PR firms and corporate communications teams track narrative shifts and brand mentions across top-tier national news.

02
NLP & LLM Training

AI research labs ingest high-quality, editorially verified journalistic text to train language models and sentiment classifiers.

03
Financial Intelligence

Quantitative hedge funds parse breaking political and economic news to generate event-driven trading signals.

04
Political Sentiment Analysis

Campaign strategists track election coverage, candidate mentions, and regional narrative focus over time.

05
Competitor Analysis

Rival media organisations monitor ABC News publishing velocity, author output, and section focus to benchmark their own newsrooms.

06
Risk Management

Supply chain and security teams integrate breaking news alerts into their threat intelligence platforms to monitor global events.

Why DataFlirt

"ABC News produces a massive daily volume of verified journalistic text and video transcripts — critical for training models and tracking global events."

Extracting news data at scale requires more than a simple HTTP GET. You must navigate dynamic video players, ad-heavy DOMs, and aggressive CDN caching. DataFlirt manages this infrastructure so your data science teams receive clean, structured text ready for NLP pipelines, without the daily maintenance overhead.

Technical Spec

ABC News scraper — technical capabilities

Everything supported by our abcnews.go.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

Article body text
Full contiguous text with inline ads and modals stripped
Supported
Video transcripts
Extraction of closed caption tracks from native video players
Supported
Author metadata
Bylines, bios, social links, and historical article counts
Supported
Section pagination
Deep crawling of category pages (Politics, Business, etc.)
Supported
Breaking news alerts
High-frequency polling of homepage banners and alert feeds
Supported
Historical archives
Sitemap parsing for retrieval of articles dating back years
Supported
Premium/Paywalled content
Gated content requires active subscription credentials
Partial
User comments
Third-party iframe commenting systems (e.g., Disqus) are not extracted by default
Partial
Infrastructure

Infrastructure powering the ABC News pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across US regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested — schema versioned per run
CSV
Flat file with typed columns — Excel/Sheets compatible
XLS
Excel format for non-technical stakeholders
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery — compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
RESTful endpoints to query extracted datasets
BigQuery
Streamed directly into your dataset with schema auto-detect
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About abcnews.go.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping ABC News legal?

Scraping publicly available news articles is generally protected under fair use and public data access principles. DataFlirt extracts only public, non-authenticated text and metadata. We do not circumvent paywalls without authorisation or extract personally identifiable information.

Can you extract video transcripts?

Yes. We use headless browsers to hydrate the native video players on abcnews.go.com and extract the associated closed caption tracks and metadata.

How fast can you deliver breaking news?

For breaking news monitoring, we deploy high-frequency polling against specific homepage sections and RSS feeds, achieving sub-minute latency to downstream webhooks.

Do you extract historical articles?

Yes. We parse XML sitemaps and utilise date-based pagination to backfill historical datasets spanning multiple years.

How do you handle ad injections in the text?

Our extraction logic targets specific article body containers and actively strips out known ad classes, newsletter iframes, and tracking scripts, ensuring the output text is contiguous and clean.

What is the minimum viable engagement?

Engagements typically start at a defined section or author list with daily delivery. For full historical backfills or real-time streaming, we scope based on compute requirements and data volume.

$ dataflirt scope --new-project --source=abcnews.go.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off historical archive dump or a continuous breaking news feed — we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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