SYSTEM all green source wollplatz.de queue 12,481 pages p99 latency 185ms dataflirt.com · scraper/wollplatz-de
RUN · 14 active pipelines · wollplatz.de live

Textile data,
at warehouse scale.

We extract yarn specifications, needle gauges, colourways, and pattern kits from Wollplatz.de. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Yarns extracted
14.2K /day
Colourway updates
89.4K /24h
Pattern records
6.1K /run
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from wollplatz.de

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

Complete list of extractable fields for Yarn Specifications objects from wollplatz.de. All fields typed and schema-versioned.

product_idbrandnamecompositionneedle_sizetension_gaugeyarn_weightlength_metersweight_gramswashing_instructionspricecurrencyurl
yarn_specifications
● 200 OK
"product_id": "WP-10492",
"brand": "Drops",
"name": "Drops Alaska",
"composition": "100% Schurwolle",
"needle_size": "5 mm",
"tension_gauge": "17 Maschen x 22 Reihen",
"weight_grams": 50,
"length_meters": 70,
"price": 1.95,
"currency": "EUR"
# product_idbrandnamecompositionneedle_sizetension_gauge
1
2
3

Complete list of extractable fields for Colourways objects from wollplatz.de. All fields typed and schema-versioned.

product_idcolour_codecolour_namestock_statusprice_modifierimage_urlavailability_datescraped_at
colourways
● 200 OK
"product_id": "WP-10492",
"colour_code": "02",
"colour_name": "Natur",
"stock_status": "in_stock",
"price_modifier": 0.0,
"image_url": "https://www.wollplatz.de/images/drops-alaska-02.jpg",
"scraped_at": "2023-10-24T08:15:00Z"
# product_idcolour_codecolour_namestock_statusprice_modifierimage_url
1
2
3

Complete list of extractable fields for Pattern Kits objects from wollplatz.de. All fields typed and schema-versioned.

kit_idnamedesignerskill_levelincluded_yarnsrequired_toolsbase_pricedescriptionurl
pattern_kits
● 200 OK
"kit_id": "PK-8831",
"name": "Babydecke Häkelpaket",
"designer": "Wollplatz",
"skill_level": "Anfänger",
"included_yarns": "['Yarn and Colors Epic']",
"required_tools": "['Häkelnadel 5mm']",
"base_price": 24.5,
"description": "Ein komplettes Paket für eine weiche Babydecke."
# kit_idnamedesignerskill_levelincluded_yarnsrequired_tools
1
2
3

Complete list of extractable fields for Pricing & Stock objects from wollplatz.de. All fields typed and schema-versioned.

product_idskubase_pricediscount_pricediscount_pctcurrencyin_stockdelivery_time_daysscraped_at
pricing_& stock
● 200 OK
"product_id": "WP-10492",
"sku": "DR-AL-02",
"base_price": 2.15,
"discount_price": 1.95,
"discount_pct": 9.3,
"currency": "EUR",
"in_stock": true,
"delivery_time_days": "2-3",
"scraped_at": "2023-10-24T08:15:00Z"
# product_idskubase_pricediscount_pricediscount_pctcurrency
1
2
3

Complete list of extractable fields for Categories objects from wollplatz.de. All fields typed and schema-versioned.

category_idcategory_nameparent_categoryproduct_counturlbreadcrumb_pathmeta_descriptionscraped_at
categories
● 200 OK
"category_id": "CAT-WOLLE",
"category_name": "Wolle & Garne",
"parent_category": "Startseite",
"product_count": 4821,
"url": "https://www.wollplatz.de/wolle",
"breadcrumb_path": "Startseite > Wolle & Garne",
"scraped_at": "2023-10-24T08:15:00Z"
# category_idcategory_nameparent_categoryproduct_counturlbreadcrumb_path
1
2
3

Capabilities

Textile metadata extraction without the manual mapping

Our Wollplatz scraper handles the complex parent-child relationships of yarn lines, extracting every colourway, tension metric, and stock indicator using automated JavaScript rendering.

Yarn Specification Parsing

Extract composition percentages, needle sizes, tension gauges, and weight categories directly from product descriptions.

Colourway Matrix Mapping

Capture every variant within a yarn line, including specific colour codes, names, and variant-specific stock levels.

Inventory & Stock Tracking

Monitor availability statuses and delivery estimates across thousands of SKUs to forecast supply chain movements.

Dynamic Price Monitoring

Track base prices, promotional discounts, and bulk-buy incentives across all brands and categories.

Pattern Kit Decomposition

Break down pattern kits into their constituent parts: required yarns, tool specifications, and skill level indicators.

Brand Catalogue Extraction

Index complete collections from Drops, Lana Grossa, Phildar, and Rico Design, tracking new additions.

Localised German Data

Extract raw German product copy and metadata, preserving specific textile terminology for accurate downstream translation or analysis.

Change Detection Pipeline

Receive only updated records for stock changes and price fluctuations, minimising processing overhead.

Haberdashery & Tool Specs

Extract dimensions, materials, and compatibility metrics for knitting needles, crochet hooks, and accessories.

// engagement pipeline

From product catalogue to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, specific brands, or update frequencies. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, proxy rotation through EU IP pools, and variant mapping logic for wollplatz.de.

Validation & QA
d 4–6

Schema validation, null-rate checks, and colourway count 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 Wollplatz pipeline handles the hard parts

Extracting eCommerce textile data requires managing complex variant structures and dynamic frontend frameworks.

pipeline-monitor · wollplatz.de · 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
Variant extraction
Deep mapping of parent-child relationships

A single yarn product on Wollplatz often has over 50 colour variants. We map these parent-child relationships accurately, ensuring each colourway has its own distinct SKU record with corresponding stock and pricing.

JavaScript rendering
Playwright execution for dynamic content

Colour switchers and dynamic stock indicators on Wollplatz rely on JavaScript. We run Playwright sessions to hydrate the DOM and capture accurate variant states that static HTML scrapers miss.

Schema stability
Resilient selectors for textile metrics

Product specifications like tension gauge and needle size are often embedded in unstructured text or varied table formats. Our pipeline uses regex and NLP fallbacks to normalise these metrics into strict numerical fields.

Proxy management
EU-based residential IPs

To prevent geoblocking and ensure accurate localised pricing and stock data, we route requests through residential IP pools located in Germany and surrounding EU regions.

Change detection
Only re-scrape what's changed

We maintain a hash index of last-seen values per field. Subsequent runs only push diffs — reducing compute cost and downstream processing load when tracking daily stock fluctuations.

Applications

Who uses Wollplatz data — and how

Teams across industries use wollplatz.de data to build competitive products and smarter operations.

01
Competitor Price Monitoring

Textile retailers track Wollplatz pricing and discount strategies across major brands like Drops and Lana Grossa to optimise their own margins.

02
Inventory Forecasting

Supply chain analysts monitor stock-out rates on specific colourways and yarn weights to predict seasonal crafting trends.

03
Catalogue Enrichment

Wholesalers and independent retailers extract detailed composition and tension metrics to enrich their own product databases.

04
Market Research

Brands analyse the proliferation of new yarn compositions (e.g., recycled fibres) and pattern kit themes to guide product development.

05
Pattern Aggregation

Crafting apps and platforms aggregate required materials and tool specifications from Wollplatz pattern kits to build comprehensive project databases.

06
Trend Analysis

Marketing teams track the velocity of new colourway releases and category expansions to identify emerging trends in the European crafting market.

Why DataFlirt

"Wollplatz holds Europe's most structured dataset for yarn composition, tension metrics, and needle specifications — if you can parse the variants."

Extracting textile data requires mapping complex parent-child relationships where a single yarn line might have 80 colourways, varying stock levels, and fluctuating prices. DataFlirt handles the JavaScript rendering and DOM extraction so your engineers can focus on inventory modelling, not proxy rotation.

Technical Spec

Wollplatz scraper — technical capabilities

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

JavaScript rendering
Playwright sessions required for colourway switchers and dynamic stock loading
Supported
EU residential proxies
Geolocated IP pools to ensure accurate EUR pricing and regional stock visibility
Supported
Colourway variant mapping
Extracts all child variants under a parent yarn product
Supported
Tension/Gauge normalisation
Parses string descriptions into structured row/stitch integers
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
Pattern kit decomposition
Extracts list of required yarns and tools from kit descriptions
Supported
Pattern PDF downloads
Direct extraction of copyrighted pattern PDF files
Partial
User account purchase history
Extraction of authenticated user order data
Partial
Infrastructure

Infrastructure powering the Wollplatz pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusBeautifulSoup
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 EU 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 direct analyst consumption
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
REST endpoint for on-demand record retrieval
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About wollplatz.de scraping, legality, and pipeline operations.

Ask us directly →
Can you extract data for every single colourway?

Yes. Our scraper iterates through all colour variants on a product page, capturing the specific colour code, name, image, and stock status for each child SKU.

How do you handle German language specifications?

We extract the raw German text directly from the DOM. For critical metrics like needle size (Nadelstärke) and tension (Maschenprobe), our pipeline uses regex to parse out the numerical values into structured fields.

Is scraping Wollplatz compliant with GDPR?

Yes. DataFlirt only extracts publicly available commercial data: product specifications, pricing, and stock levels. We do not scrape personally identifiable information (PII) or user accounts.

Can you track stock levels dynamically?

Yes. We can configure pipelines to run at high frequencies (e.g., daily or hourly) to monitor changes in stock status and delivery estimates across specific product categories.

Do you extract the actual pattern instructions?

No. We extract the metadata associated with pattern kits (required yarns, tools, skill level, description). We do not download or distribute copyrighted pattern PDFs.

How do you handle site structure changes?

We use resilient selectors with multiple fallback chains. If Wollplatz updates their DOM, our monitoring catches null-rate spikes immediately, and our engineers update the selectors within our SLA window.

$ dataflirt scope --new-project --source=wollplatz.de 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 catalogue extraction or continuous stock monitoring across 15,000 SKUs — we scope, build, and operate the pipeline. Tell us what you need.

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