SYSTEM all green source tourismireland.com queue 1,492 pages p99 latency 184ms dataflirt.com · scraper/tourismireland-com
RUN / 14 active pipelines / tourismireland.com live

Irish tourism data,
structured for scale.

We extract market insights, trade events, corporate publications, and industry news from tourismireland.com. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Market reports extracted
3,402 /run
Trade events
412 /month
Press releases
8,914 /total
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from tourismireland.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Market Insights objects from tourismireland.com. All fields typed and schema-versioned.

report_idtitlecategorypublication_dateregion_focussummary_textreport_urlpdf_download_urlkey_metrics_extracted
market_insights
● 200 OK
"report_id": "MI-2023-492",
"title": "Mainland Europe Market Review",
"category": "Market Insights",
"publication_date": "2023-11-14",
"region_focus": "Europe",
"report_url": "https://tourismireland.com/insights/europe-2023",
"pdf_download_url": "https://tourismireland.com/docs/europe-2023.pdf"
# report_idtitlecategorypublication_dateregion_focussummary_text
1
2
3

Complete list of extractable fields for Trade Events objects from tourismireland.com. All fields typed and schema-versioned.

event_idevent_namestart_dateend_datelocationevent_typeregistration_linktarget_audiencedescription
trade_events
● 200 OK
"event_id": "EVT-8472",
"event_name": "Meet in Ireland 2024",
"start_date": "2024-05-12",
"end_date": "2024-05-14",
"location": "Dublin",
"event_type": "Trade Mission",
"target_audience": "B2B Buyers"
# event_idevent_namestart_dateend_datelocationevent_type
1
2
3

Complete list of extractable fields for Press Releases objects from tourismireland.com. All fields typed and schema-versioned.

article_idtitlepublish_dateauthortagsbody_textimage_urlsmedia_contactssource_url
press_releases
● 200 OK
"article_id": "PR-9921",
"title": "Tourism Ireland launches new global campaign",
"publish_date": "2024-01-15",
"tags": "['Campaigns', 'Global', 'Marketing']",
"media_contacts": "press@tourismireland.com",
"source_url": "https://tourismireland.com/press/new-campaign"
# article_idtitlepublish_dateauthortagsbody_text
1
2
3

Complete list of extractable fields for Marketing Campaigns objects from tourismireland.com. All fields typed and schema-versioned.

campaign_idcampaign_namelaunch_datetarget_marketsmedia_channelsbudget_estimatecampaign_assetsstatusdescription
marketing_campaigns
● 200 OK
"campaign_id": "CMP-302",
"campaign_name": "Fill Your Heart With Ireland",
"launch_date": "2023-03-01",
"target_markets": "['US', 'UK', 'Germany']",
"media_channels": "['TV', 'Digital', 'OOH']",
"status": "Active",
"description": "Global brand campaign targeting high-value tourists."
# campaign_idcampaign_namelaunch_datetarget_marketsmedia_channelsbudget_estimate
1
2
3

Complete list of extractable fields for Corporate Publications objects from tourismireland.com. All fields typed and schema-versioned.

doc_iddoc_titledoc_typeyeardepartmentabstractfile_sizefile_typedownload_url
corporate_publications
● 200 OK
"doc_id": "PUB-2022-AR",
"doc_title": "Annual Report 2022",
"doc_type": "Financial",
"year": 2022,
"department": "Corporate Governance",
"file_type": "PDF",
"download_url": "https://tourismireland.com/docs/ar-2022.pdf"
# doc_iddoc_titledoc_typeyeardepartmentabstract
1
2
3

Capabilities

Everything you need from Tourism Ireland. Nothing you do not.

Our pipeline handles every layer of the corporate site: market insights, trade events, and press archives. We include document parsing and pagination traversal built directly into the extraction flow.

Market Research Extraction

Extract market performance reports and statistical publications published by the intelligence team.

Trade Event Tracking

Monitor upcoming B2B workshops, webinars, and trade missions with full registration details.

Press Release Aggregation

Capture full text, media assets, and PR contacts from the official newsroom archive.

Campaign Intelligence

Track global marketing campaigns, target demographics, and media channel strategies.

PDF Document Parsing

Extract text and structured tables directly from published industry reports and annual reviews.

Corporate News Monitoring

Track board appointments, strategy updates, and financial statements as they are published.

Scheduled & Streaming Modes

Run weekly bulk exports or continuous pipelines with change detection.

Multi-Region Coverage

Track data specific to Great Britain, US, Mainland Europe, and Emerging Markets.

Schema Stability

Resilient selectors ensure consistent data delivery despite CMS updates or layout changes.

// engagement pipeline

From URL list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target sections, document types, or historical date ranges. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, PDF parsers, and pagination logic for tourismireland.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and document extraction verification before full launch.

Delivery
ongoing

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

Under the hood

How our Tourism Ireland pipeline handles the hard parts

Corporate sites require handling varied document formats and CMS changes. Here is how we ensure reliable delivery.

pipeline-monitor · tourismireland.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
Document parsing
Handling embedded PDFs and Word documents

Much of the critical market data on corporate sites is locked in PDF reports. Our pipeline automatically downloads, parses, and extracts structured text from these documents alongside the web metadata.

Pagination traversal
Navigating complex archived lists

Corporate CMS platforms often use non-standard pagination or infinite scroll for news archives. We use full Playwright execution to traverse historical records dating back years.

Schema stability
Resilient selectors for CMS structures

Corporate sites frequently update their CMS templates. Our selector strategy uses multiple fallback chains so a layout change does not break your data pipeline overnight.

Change detection
Only re-scrape what is new

We maintain a hash index of last-seen publications. Subsequent runs only push new reports and events, reducing downstream processing load. You get a clean changelog.

Monitoring & alerting
24/7 pipeline health

Every run emits structured logs to our observability stack. We alert on null-rate spikes and coverage drops. We respond before you notice.

Applications

Who uses Tourism Ireland data and how

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

01
Market Analysis

Travel agencies analyse incoming tourism trends, regional focus areas, and market forecasts to plan their offerings.

02
Event Planning

Industry professionals track trade missions, workshops, and networking events to schedule B2B engagements.

03
Competitor Intelligence

Destination marketing organizations benchmark campaign strategies and budget allocations against Irish tourism initiatives.

04
Academic Research

Researchers aggregate historical tourism performance data and corporate publications for longitudinal studies.

05
PR & Media Monitoring

Journalists track official statements, media assets, and corporate news to report on the travel sector.

06
Investment Due Diligence

Hospitality investors monitor regional growth initiatives and infrastructure announcements to guide capital allocation.

Why DataFlirt

"Tourism Ireland publishes critical market intelligence and industry trends. Extracting structured data from corporate PDFs and CMS archives requires dedicated infrastructure."

Most teams underestimate the investment required. Reliable corporate scraping requires handling complex document parsers, traversing varied CMS pagination, and maintaining daily selector updates. DataFlirt absorbs that complexity so your analysts can focus on the insights, not the infrastructure.

Technical Spec

Tourism Ireland scraper technical capabilities

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

PDF text extraction
Automated download and text extraction from linked market reports
Supported
Event calendar parsing
Structured extraction of dates, locations, and registration links
Supported
Press release full text
Capture of article body, tags, and media contacts
Supported
Image asset downloading
Capture high-resolution campaign imagery and logos
Supported
Change detection (diffs)
Hash-based diff to only emit new or updated records
Supported
Webhook delivery
HTTP POST per record for immediate downstream processing
Supported
Historical archive traversal
Deep pagination scraping for past events and news
Supported
Trade partner portal
Requires authenticated trade partner credentials
Partial
Internal media library
Requires approved media account access
Partial
Infrastructure

Infrastructure powering the pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusPyPDF2BeautifulSoup
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and retry logic. Playwright handles JavaScript rendering and complex pagination flows on modern CMS platforms.

Document Parsing Infrastructure

Integrated Python libraries process downloaded PDF and Word documents in memory, extracting structured text and metadata alongside web content.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state is 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 array structures
CSV
Flat file with typed columns for quick analysis
XLS
Excel format with multiple sheets for different data types
Parquet
Columnar format for BigQuery, Snowflake, and Athena
AWS S3
Direct bucket delivery compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
REST API endpoint to query extracted records on demand
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage and COPY INTO workflow for incremental updates
Postgres
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping tourismireland.com legal?

Scraping publicly available information is generally permissible under applicable law. DataFlirt targets only public, non-authenticated market reports, press releases, and event data. We do not extract personal data or circumvent authentication walls. Clients should review the site terms of service and consult legal counsel for specific use cases.

How do you handle PDF reports?

We use Python-based document parsers to extract text from linked PDFs. The pipeline downloads the document, extracts the raw text, and structures it alongside the metadata from the webpage.

How fresh is the data?

We typically configure corporate data pipelines to run on daily or weekly cadences, ensuring you capture new press releases and market reports shortly after publication.

Can you track historical press releases?

Yes. Our crawlers traverse the full pagination archive. We can extract years of historical press releases and corporate publications during the initial pipeline run.

What is the minimum viable engagement?

Our standard packages cover full site extraction for specific sections, delivered weekly. Contact us with your use case for a scoped quote.

Can I request a sample dataset before committing?

Absolutely. We provide a sample run of up to 100 records as part of the pre-engagement scoping process so you can validate schema fit and data quality.

$ dataflirt scope --new-project --source=tourismireland.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 continuous monitoring of market reports, we scope, build, and operate the pipeline. Tell us what you need.

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