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Web Scraping
Data Scraping Pipeline "Adrien_78"
A surgical B2B lead machine for German-speaking Switzerland: multi-source scraping, hidden email extraction via regex, Hunter.io validation, and zero-duplicate output.
DiscussAbout this project
An automated B2B lead generation machine designed to target the craftsmanship sector in German-speaking Switzerland with surgical precision.
🕷️ Intelligent Collection and Enrichment
- Multi-Source Orchestration: Mass collection of raw business data via Google Places APIs and Swiss directories (Local.ch).
- Deep Enrichment: Our algorithms navigate autonomously on the websites of targeted companies.
- Email Hunting (Regex): Sophisticated extraction of hidden e-mail addresses via regular expressions.
- Real-Time Verification: Direct interface with the Hunter.io API to certify the validity and deliverability of each contact, thus avoiding bounce rates.
🛡️ Reliability and Clean Data
- Developed in Python with the analytical power of Pandas.
- Algorithmic deduplication system: no plumber will receive the same email twice.
- Anti-crash architecture (Checkpoint system): scraping can resume where it left off even in the event of a server outage.
The power of programming in the exclusive service of commercial growth.
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Technologies used
PythonPandasGoogle Places APIHunter.io APIRegular Expressions (Regex)