What is the difference between scraping and enrichment?
- Scraping and enrichment are distinct data collection methods with different implications.
- Scraping:
- Automated extraction of data from websites
- Pulls information without explicit permission from the platform
- Often violates websites' terms of service
- May breach computer fraud laws depending on jurisdiction
- Legal battles ongoing (LinkedIn v. hiQ Labs and similar cases)
- Enrichment:
- Adding data to records you already possess
- Typically uses APIs or databases to append company info, titles, or contact details
- Starts with existing data (like company domain) and expands it
- Less legally contentious than scraping but still requires compliance analysis
- Legal nuances:
- Both create data processing under GDPR
- Public availability doesn't automatically permit commercial use
- Enrichment combining multiple sources may reveal more than intended
- Documentation of data sources and lawful basis is essential
- The method of collection matters, but so does what you do with the data afterward.
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