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bitNode Solutions

Python Web Scraping & Automated Data Collection System

A scheduled data collection system that extracts, cleans, validates, and stores market intelligence without daily manual effort.

Services
Data Analytics
Stack
Python, PostgreSQL, Pandas, BeautifulSoup +1 more
01

Our solution

A Python collection system combines browser automation and HTML parsing, cleans inconsistent records, validates values, prevents duplicates, and stores approved results in PostgreSQL.

02

The outcome

Creates a dependable stream of structured market data and eliminates repetitive collection and cleanup work.

03

Best for

Competitor monitoring, market intelligence, scheduled scraping, and small-to-medium data collection projects.

Technology

The stack behind it

Backend
  • Python
Databases
  • PostgreSQL
Data & BI
  • Pandas
  • BeautifulSoup
  • Selenium
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