keywordbarrage/morrisons-scraper

Python Code:

import sqlite3
from datasets import load_dataset
import pandas as pd

# Method 1: Load via Hugging Face datasets library for ML training pipelines
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/Dashboarding
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)

Dataset Card:

Dataset Summary: Enterprise SKU Depletion & WAF Telemetry

This dataset provides high-frequency, production-grade intelligence extracted from enterprise retail environments (specifically targeting morrisons.com and similar Tier-1 e-commerce backends). It is designed for quantitative hedge funds, retail analysts, and supply-chain architects requiring sub-second visibility into inventory movement, pricing elasticity, and SKU velocity.

Delivered under a 1,500 USDT/month SLA Retainer, this feed eliminates the "brittle scraper" tax. We provide 99.9% uptime, zero proxy management, and bypass-hardened telemetry, ensuring your RAG pipelines and ML models ingest clean, normalized data without the noise of WAF-induced HTTP 403 blocks.

Enterprise Deliverables Matrix

This dataset is curated for immediate enterprise ingestion:

1. Pre-indexed SQLite (.sqlite): Optimized for local BI dashboards and instant querying of price/stock deltas.
2. Snappy Parquet: Optimized for direct ingestion into Snowflake, Google BigQuery, and AWS Athena.
3. Zero-Dependency DataGrid (.html): A self-contained, interactive viewer for business stakeholders to audit data without SQL knowledge.
4. CDC JSONL Stream: Change-Data-Capture format, perfect for streaming into Vector DBs or RAG-based market intelligence agents.

Dataset Schema

Column	Type	Nullable	Description
sku_id	STRING	No	Unique Retailer Identifier (EAN/GTIN)
timestamp	DATETIME	No	ISO-8601 UTC event time
price_usd	FLOAT	No	Current shelf price normalized to USD
stock_level	INTEGER	No	Last verified inventory count
velocity_depletion_rate	FLOAT	No	Rolling 24h SKU sales velocity
waf_challenge_status	STRING	No	Status of edge-defensive mitigation
tls_ja4_signature	STRING	No	Fingerprint of the transport layer

Sample Record (JSON)

{
  "sku_id": "M-889201-X",
  "timestamp": "2026-09-24T14:30:00Z",
  "price_usd": 4.99,
  "stock_level": 142,
  "velocity_depletion_rate": 0.45,
  "waf_challenge_status": "BYPASSED",
  "tls_ja4_signature": "t13d15h2h3"
}

SLA, Compliance & Quality Assurance

• 99.9% Uptime SLA: Guaranteed delivery of daily snapshots.
• Zero Proxy Markup: We absorb the cost of enterprise-grade residential and datacenter rotations.
• Compliance: All extraction is performed via protocol-level parity, bypassing the need for invasive browser emulation (Puppeteer/Playwright), ensuring 100% adherence to modern WebGL/Canvas integrity checks.
• Support: Direct access to our Data Engineering Lead for custom schema adjustments via the 1,500 USDT/month retainer.

https://www.keywordbarrage.com/scrapers/morrisons-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.