SYSTEM all green source timesofisrael.com queue 12,403 URLs p99 latency 184ms dataflirt.com · scraper/timesofisrael-com
RUN · 34 active pipelines · timesofisrael.com live

Times of Israel data,
at warehouse scale.

We extract breaking news, live blog updates, author archives, and opinion pieces from timesofisrael.com. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Articles extracted
452K /month
Live blog updates
18.4K /24h
Author profiles
3.1K /run
Active pipelines
34
Uptime
99.98%
Data Dictionary

Every field we extract from timesofisrael.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 timesofisrael.com. All fields typed and schema-versioned.

article_urlheadlinesubheadlineauthorpublish_dateupdate_datebody_texttagscategoryimage_url
articles
● 200 OK
"article_url": "https://www.timesofisrael.com/sample-news-article/",
"headline": "Regional summit concludes with new security agreements",
"author": "Lazar Berman",
"publish_date": "2023-11-14T08:30:00Z",
"update_date": "2023-11-14T10:15:00Z",
"category": "Israel & the Region",
"tags": "['Diplomacy', 'Security', 'Middle East']",
"image_url": "https://static.timesofisrael.com/www/uploads/2023/11/sample.jpg"
# article_urlheadlinesubheadlineauthorpublish_dateupdate_date
1
2
3

Complete list of extractable fields for Live Blogs objects from timesofisrael.com. All fields typed and schema-versioned.

blog_idevent_dateupdate_timestampupdate_idcontentauthorembedded_mediatags
live_blogs
● 200 OK
"blog_id": "liveblog-2023-11-14",
"event_date": "2023-11-14",
"update_timestamp": "2023-11-14T14:22:00Z",
"update_id": "update-1422",
"content": "Prime Minister addresses the parliament regarding recent developments.",
"author": "ToI Staff",
"embedded_media": "['https://twitter.com/user/status/123456789']"
# blog_idevent_dateupdate_timestampupdate_idcontentauthor
1
2
3

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

author_idnamerolebiotwitter_handlearticle_countlatest_article_dateprofile_url
authors
● 200 OK
"author_id": "lazar-berman",
"name": "Lazar Berman",
"role": "Diplomatic Correspondent",
"bio": "Lazar Berman is the diplomatic correspondent for The Times of Israel.",
"twitter_handle": "@Lazar_Berman",
"article_count": 842,
"latest_article_date": "2023-11-14T08:30:00Z",
"profile_url": "https://www.timesofisrael.com/writers/lazar-berman/"
# author_idnamerolebiotwitter_handlearticle_count
1
2
3

Complete list of extractable fields for Comments objects from timesofisrael.com. All fields typed and schema-versioned.

comment_idarticle_iduser_namecomment_texttimestampupvotesreplies_countis_member
comments
● 200 OK
"comment_id": "c-987654",
"article_id": "art-123456",
"user_name": "DavidS",
"comment_text": "This development changes the strategic calculus completely.",
"timestamp": "2023-11-14T09:12:00Z",
"upvotes": 42,
"replies_count": 3,
"is_member": true
# comment_idarticle_iduser_namecomment_texttimestampupvotes
1
2
3

Complete list of extractable fields for Topics & Tags objects from timesofisrael.com. All fields typed and schema-versioned.

tag_idtag_nameurlarticle_countlatest_article_headlinerelated_tagscategoryscraped_at
topics_& tags
● 200 OK
"tag_id": "idf",
"tag_name": "IDF",
"url": "https://www.timesofisrael.com/topic/idf/",
"article_count": 15430,
"latest_article_headline": "Military announces new deployment in northern sector",
"related_tags": "['Security', 'Defense Ministry']",
"category": "Topic",
"scraped_at": "2023-11-14T15:00:00Z"
# tag_idtag_nameurlarticle_countlatest_article_headlinerelated_tags
1
2
3

Capabilities

Extract the complete news cycle

Our pipeline handles the dynamic nature of timesofisrael.com: live blog polling, author archive pagination, multi-language edition alignment, and structured metadata extraction.

Full Article Extraction

Capture headlines, subheadlines, body text, publish dates, update timestamps, and author bylines across all news categories.

Live Blog Tracking

Monitor continuous live blogs with timestamped updates, embedded media links, and granular event tracking.

Author Intelligence

Extract author bios, social handles, roles, and complete historical article archives per journalist.

Comment Corpus

Scrape user comments, upvotes, and reply threads to gauge reader sentiment on specific geopolitical events.

Multi-Language Editions

Support for French, Arabic, Persian, and Hebrew editions with unified schema normalisation.

Topic & Tag Mapping

Map articles to their taxonomy tags to track coverage volume on specific entities, politicians, or regions.

High-Frequency Polling

Configure pipelines to poll breaking news sections or live blogs at sub-minute intervals for real-time intelligence.

Media Metadata

Extract primary image URLs, captions, photo credits, and embedded video links from article bodies.

Historical Backfills

Run deep crawls across the archives to build historical datasets spanning years of regional coverage.

// engagement pipeline

From target URLs to structured intelligence

Brief in. Clean data out.

Define Scope
d 0

Specify categories, author pages, live blog URLs, or keyword searches. We configure the extraction schema.

Pipeline Build
d 2–4

We deploy Scrapy crawlers with proxy rotation and DOM parsing logic tuned for timesofisrael.com layouts.

Validation & QA
d 4–6

Automated checks for timestamp normalisation, article body completeness, and pagination limits.

Delivery
ongoing

Clean JSON, CSV, or Parquet pushed to your S3 bucket or Snowflake instance on your required schedule.

Under the hood

Overcoming media scraping challenges

News sites deploy dynamic loading and rate limiting to protect their content. We manage the infrastructure so you receive clean data.

pipeline-monitor · timesofisrael.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 content
Hydrating live blog updates

Live blogs on Times of Israel load new updates via XHR requests. Our pipeline intercepts these network calls or uses Playwright to render the DOM, ensuring no breaking update is missed.

Rate limiting
Residential proxy rotation

Aggressive polling of breaking news triggers IP bans. We distribute requests across a pool of residential proxies, maintaining access without triggering security blocks.

Data normalisation
Standardised timestamps

Articles display relative times ('2 hours ago') or regional formats. We parse and convert all temporal data to ISO 8601 UTC timestamps for reliable downstream analysis.

Pagination limits
Deep archive traversal

Author and category pages often restrict deep pagination. We use sitemap parsing and date-range search parameters to bypass UI limits and extract complete historical archives.

Schema drift
Resilient DOM selectors

Media sites frequently A/B test layouts or update their CMS. We implement multi-layered fallback selectors (CSS, XPath, JSON-LD) to maintain pipeline stability during site updates.

Applications

Who uses Times of Israel data

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

01
Geopolitical Intelligence

Risk assessment firms monitor live blogs and breaking news to track Middle Eastern conflicts and diplomatic shifts in real time.

02
Media Monitoring

PR agencies and diplomatic corps track entity mentions, author sentiment, and coverage volume across the publication.

03
NLP Model Training

Machine learning teams ingest the article corpus to train region-specific language models and entity recognition systems.

04
Event Timeline Construction

Researchers parse timestamped live blog updates to reconstruct granular timelines of security incidents or political crises.

05
Sentiment Analysis

Analysts process opinion pieces and user comments to measure public reaction to policy changes or regional events.

06
Academic Research

Universities build historical datasets of Middle Eastern media coverage to study journalistic framing and bias.

Why DataFlirt

"Times of Israel provides critical real-time updates on Middle Eastern geopolitics, but structuring their dynamic live blogs requires continuous DOM monitoring."

News aggregators and intelligence teams underestimate the complexity of scraping media sites. Reliable Times of Israel extraction requires handling lazy-loaded comments, dynamic live blog hydration, and regional rate limits. DataFlirt manages this infrastructure so your analysts can focus on NLP and event tracking.

Technical Spec

Times of Israel scraper technical specifications

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

Live blog polling
Sub-minute polling for breaking news updates with deduplication
Supported
Historical archive extraction
Deep traversal of author and category pages for past articles
Supported
Multi-language editions
Support for English, French, Arabic, Persian, and Hebrew sites
Supported
Timestamp normalisation
Conversion of all relative and local times to ISO 8601 UTC
Supported
Comment extraction
Scraping of user comments, replies, and upvote metrics
Supported
Author metadata
Extraction of bios, social links, and article counts
Supported
Media link capture
Extraction of image URLs and embedded tweet/video links
Supported
ToI Community exclusive content
Access to paywalled or ad-free exclusive member content
Partial
User account details
Extraction of private user profiles or saved article lists
Partial
Webhook delivery
HTTP POST delivery for immediate live blog update ingestion
Supported
Infrastructure

Infrastructure powering the extraction

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusFastAPI
Scrapy + Playwright Stack

Scrapy manages high-throughput crawl orchestration, while Playwright handles JavaScript execution for live blogs and lazy-loaded comment sections.

Proxy Infrastructure

We utilise residential IP pools to bypass rate limits during high-frequency polling of breaking news events.

Cloud-Native Orchestration

Pipelines run on Kubernetes and AWS Lambda. Airflow manages scheduling for daily digests or continuous live blog monitoring.

Output & Delivery

Your data, your destination

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

JSON
Nested structures ideal for articles with tags and comments
CSV
Flat files for metadata and headline analysis
XLS
Excel format for manual review and editorial teams
Parquet
Columnar storage for efficient querying in data warehouses
AWS S3
Direct bucket delivery for data lake integration
Webhook
Real-time HTTP POST for breaking news alerts
API
REST endpoints to query extracted historical data
PostgreSQL
Direct database inserts with conflict resolution
Snowflake
Automated staging and ingestion workflows
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About timesofisrael.com scraping, legality, and pipeline operations.

Ask us directly →
Can you scrape live blogs in real time?

Yes. We configure pipelines to poll active live blogs at high frequencies (e.g., every 60 seconds). Our system tracks update IDs to ensure you only receive new entries, delivered immediately via Webhook.

Do you extract data from the non-English editions?

Yes. We support extraction from the French, Arabic, Persian, and Hebrew editions of Times of Israel. The schema remains consistent across languages, though the text content will be in the native language.

How do you handle relative timestamps?

Articles often display times like '3 hours ago'. Our parsers calculate the exact time based on the scrape timestamp and convert all temporal data to standard ISO 8601 UTC format.

Can you extract historical archives?

Yes. We can traverse author pages, category archives, and sitemaps to build a historical corpus spanning years of publication. This is typically delivered as a one-off bulk export.

Is comment extraction supported?

Yes. We can extract user comments, upvote counts, and reply hierarchies from article pages, which is highly valuable for sentiment analysis.

Do you bypass the ToI Community paywall?

No. We only extract publicly available information. We do not use compromised credentials or bypass authentication walls to access ToI Community exclusive content.

What is the delivery latency for breaking news?

For monitored categories or URLs, we can achieve sub-minute latency from the moment an article is published to the moment it hits your Webhook or S3 bucket.

$ dataflirt scope --new-project --source=timesofisrael.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 historical corpus of opinion pieces or a real-time feed of Middle Eastern live blogs, we manage the extraction infrastructure. Tell us your requirements.

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