PUBLIC DATA COLLECTION
Public Data Collection from Publicly Available Sources.
Collect structured data from publicly available sources — websites, government portals, open data portals, directories, and public registries. Every workflow is built around legal, ethical, and compliant collection, with clean output delivered through APIs, databases, or scheduled feeds.
- Publicly available sources only
- Open data portals & registries
- Compliance-aware collection
- API, database, CSV & JSON delivery
OVERVIEW
Public data collection for research, analytics, and business intelligence.
Publicly available data is one of the most valuable — and most underused — sources of business intelligence on the web. Government registries, open data portals, public directories, licensing databases, regulatory disclosures, and public web content together contain information that supports market research, compliance analysis, due diligence, and operational planning.
But this data is scattered across thousands of sources, each with its own structure, formats, and access patterns. Some sources offer clean CSV downloads, others expose data only through web pages, and many mix both. Collecting it consistently — while staying compliant with the source's terms and applicable law — requires structured workflows.
Public data collection solves this. We build collection workflows around the specific sources and data fields your project requires, respecting each source's public availability and any applicable terms of use. The output is a clean, validated dataset — usually delivered through APIs, databases, or scheduled feeds — ready for downstream analysis.
CAPABILITIES
What our public data collection service handles.
Every workflow is built around legally and ethically obtainable public sources, and scoped to your specific data requirements.
Public website data
Collect from publicly accessible web pages — directories, portals, registries, and information sites.
Open data portals
Extract from public open data portals and government data catalogs with structured formats.
Registries & disclosures
Public registries, licensing databases, and regulatory disclosure documents.
Structured & unstructured sources
Handle both CSV/API sources and unstructured web pages in the same unified workflow.
Unified schema
Normalize public data from multiple sources into one consistent, analysis-ready schema.
Data validation
Every record is validated, deduplicated, and checked against defined rules before delivery.
Scheduled refresh
Refresh public datasets on daily, weekly, monthly, or custom schedules as sources update.
Compliance-aware
Sources are reviewed for public availability and applicable terms before collection begins.
WORKFLOW
A structured approach to public data collection.
FIELDS
Define exactly what you need.
Public data workflows can output any combination of entity, content, and source fields your project requires.
| FIELD | TYPE | EXAMPLE |
|---|---|---|
| entity_name | String | Example Business Pvt Ltd |
| entity_id | String | REG-1029384 |
| category | String | Business › Retail |
| registration_date | Date | 2019-03-12 |
| status | String | Active |
| description | Text | Public description of the record |
| address | String | Full public address |
| website | URL | https://example.com |
| phone | String | Public contact number |
| source_name | String | example-registry.gov |
| source_type | String | registry / portal / directory |
| source_url | URL | https://example-registry.gov/entity/123 |
| source_license | String | Public domain / open license |
| captured_at | Datetime | 2026-10-02T09:00:00Z |
| last_updated_on_source | Date | 2026-09-28 |
| checksum | String | Record hash |
Field availability depends on the specific source. Custom field mapping is available for any schema.
DELIVERY
Get the output where you need it.
Public data workflows deliver through the format, destination, and frequency your team already works with.
SAMPLE OUTPUT
See the output before you scale.
A sample dataset lets you review fields, structure, and level of detail before committing to a full production workflow.
| source_url | logo | entity_name | category | status | registration_date | source_name |
|---|---|---|---|---|---|---|
| https://example-registry.gov/entity/1029384 | https://example-registry.gov/img/entity-1029384.png | Example Business Pvt Ltd | Business › Retail | Active | 2019-03-12 | example-registry.gov |
| https://example-registry.gov/entity/1029385 | https://example-registry.gov/img/entity-1029385.png | Example Traders LLP | Business › Trading | Active | 2021-07-04 | example-registry.gov |
| https://example-portal.gov/data/entity/1029386 | https://example-portal.gov/img/entity-1029386.png | Example Foundation | Non-Profit | Active | 2017-11-21 | example-portal.gov |
| x | x | x | x | x | x | x |
| x | x | x | x | x | x | x |
EXPLORE MORE
Related services and solutions.
Website Scraping Services
General-purpose website scraping for static and dynamic sources.
Explore Service →
Directory & Listing Scraping
Business listings, contact details, and location data from public directories.
Explore Service →
Multi-Website Scraping
Unify data from multiple public sources into one normalized schema.
Explore Service →
Data Cleaning & Structuring
Normalize, deduplicate, and validate public data for analytics.
Explore Service →
Real-Time & Scheduled Scraping
Refresh public datasets on daily, weekly, or custom schedules.
Explore Service →
Web Data APIs
Expose public data through APIs designed around your application.
Explore Service →
FAQ
Public Data Collection — frequently asked questions.
What is public data collection?
Public data collection is the process of extracting structured data from publicly available sources — including websites, government portals, open data portals, public directories, and registries. Every workflow is built around legally and ethically obtainable sources and produces clean, validated datasets for analysis.
What kinds of public sources can you collect from?
We can collect from public web pages, government portals, open data catalogs, regulatory disclosure sites, business registries, and public directories. Each source is reviewed during the analysis phase to confirm public availability and applicable terms.
How do you ensure compliance with source terms and data laws?
Every source is reviewed during the analysis phase for public availability, applicable terms of use, robots.txt compliance where relevant, and any legal constraints. Workflows are scoped to collect only data that is publicly available and legally accessible.
Can you combine data from multiple public sources?
Yes. We normalize data from multiple public sources into one consistent schema, so downstream analysis can compare and query across sources without reconciling different data formats.
Can you collect from open data portals and CSVs?
Yes. For sources that provide structured data (CSV, JSON, API), we work directly with the structured format, which is often faster and more reliable than page-level extraction.
How is the data delivered?
Data can be delivered through REST APIs, JSON, CSV, Excel, direct database inserts, scheduled feeds, cloud storage, or custom integrations.
Can public data collection run on a schedule?
Yes. Workflows can run once, daily, weekly, monthly, or on fully custom schedules, with automated delivery into your chosen destination.
How do you handle sources that change over time?
Recurring workflows are monitored in production. When a source changes its structure, category layout, or data format, we update the extraction logic so downstream data stays consistent.
What does the pricing include?
Pricing covers source review, compliance analysis, workflow development, sample validation, ongoing monitoring, deduplication, schema validation, and delivery through your chosen format.
Can I request a sample before committing?
Yes. We provide a sample dataset for a defined scope so you can review the fields, structure, and level of detail before scaling.
Need public data collection built around your sources?
Tell us which public sources you want to collect from, the fields you need, and how often the data should refresh. Our team will design a compliant workflow around your requirements.