keywordbarrage/primark-scraper

Python Code:

import sqlite3
from datasets import load_dataset
import pandas as pd

# Method 1: Load via Hugging Face datasets library for cloud-native training
dataset = load_dataset("daas-intelligence/enterprise-sku-depletion-telemetry")
print("Hub Sample Record:", dataset["train"][0])

# Method 2: Load zero-latency local pre-indexed SQLite deliverable for BI/Analytics
conn = sqlite3.connect("enterprise_feed.sqlite")
df = pd.read_sql_query("SELECT sku_id, price_usd, stock_level, depletion_velocity FROM sku_stream ORDER BY timestamp DESC LIMIT 10", conn)
print(df)

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Dataset Card: Enterprise SKU Depletion & WAF Telemetry

Executive Summary

This dataset provides a high-fidelity, production-grade telemetry feed extracted from hardened e-commerce environments protected by Akamai Bot Manager. Designed for CTOs, Hedge Funds, and E-Commerce Leaders, this feed solves the "brittle scraper" problem by providing pre-processed, high-uptime intelligence. Delivered under a guaranteed 1,500 USDT/month SLA Retainer, we assume the burden of proxy rotation, TLS/JA4 fingerprint maintenance, and WAF challenge resolution.

Enterprise Deliverables Matrix

We provide 4 distinct formats to ensure immediate integration into existing data pipelines:

1. Pre-indexed SQLite (.sqlite): Optimized for instant local querying with indices on sku_id and timestamp.
2. Snappy Parquet: Optimized for direct ingestion into Snowflake, Google BigQuery, and AWS Athena.
3. Zero-Dependency Offline DataGrid (.html): A self-contained, interactive viewer for business stakeholders.
4. CDC JSONL Stream: Change Data Capture format for triggering downstream RAG pipelines and vector DB updates.

Dataset Schema

Column	Type	Nullable	Description
sku_id	STRING	No	Unique product identifier (EAN/Style No)
timestamp	DATETIME	No	UTC observation time
price_usd	FLOAT	No	Real-time retail price
stock_level	INTEGER	Yes	Current store-level inventory count
velocity_depletion_rate	FLOAT	Yes	Calculated units sold per hour
target_domain	STRING	No	Host source (e.g., primark.com)
detected_waf	STRING	No	WAF signature (e.g., Akamai Bot Manager)
tls_ja4_signature	STRING	No	Transport-level fingerprint

JSON Sample:

{
  "sku_id": "PRM-99283-X",
  "timestamp": "2026-09-24T14:30:00Z",
  "price_usd": 12.99,
  "stock_level": 45,
  "velocity_depletion_rate": 2.4,
  "target_domain": "primark.com",
  "detected_waf": "akamai-bot-manager-v2",
  "tls_ja4_signature": "t13d15h2h3_820c8f123"
}

SLA, Compliance & Engagement

• 99.9% Uptime: Backed by our 1,500 USDT/mo SLA Retainer.
• Zero-Markup: No proxy hidden fees or infrastructure overhead.
• Pay-On-Delivery: Verify the dataset quality against your specific schema before payment.
• Compliance: All extractions are conducted via protocol-level parity, ensuring zero disruption to the target's origin infrastructure.

Contact: Reach out for a custom feasibility audit and architecture consultation.

https://www.keywordbarrage.com/scrapers/primark-scraper.html

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📦 Turnkey 4-in-1 Data Delivery & Standalone Offline Viewers

Every dataset includes a pre-indexed SQLite DB, structured JSON, flat CSV, and our proprietary Zero-Dependency Interactive HTML DataGrid. Double-click to search, sort, and filter tens of thousands of records offline—zero SQL, zero SaaS subscriptions, and zero API keys required.

Live Interactive Deliverable Demos (No Setup Required):

• 📊 Universal Multi-Vendor Showcase — Live search, faceted multi-variant filtering & delta analytics.
• 🛍️ Shopify Direct-to-Consumer Grid — High-velocity catalog indexing & SKU tracking.
• 🎨 Etsy Marketplace Grid — Handmade seller taxonomy, real reviews & fee calculations.