Data Collection
Structured collection from public and supplied sources, to a schema agreed in advance and checked before delivery.
What is included
Data Collection, in detail
Schema definition
Fields, types and validation rules agreed before collection begins.
Source identification
The right sources found and assessed for reliability and coverage.
Collection at volume
Run at whatever scale the project needs, with progress reporting.
Quality control
Sampling and validation against the schema before anything is handed over.
Scheduled refresh
One-off or recurring, with change detection between runs.
How we work
Four steps, no surprises
- ConsultationWe learn the business and what success looks like.
- Audit & scopeA written plan: what we build, in what order, at what cost.
- BuildDelivered in stages you review as we go.
- SupportMonitoring and iteration once it is live.
Questions
Frequently asked
Can you collect from sites that block scraping?
Where terms allow and technically feasible. We will tell you plainly when a source is off-limits rather than work around a block.
What formats can you deliver?
CSV, JSON, Parquet, direct database load or API delivery.
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