Data Crawling
Our data provision service offers an automated solution for systematically navigating through websites. We employ web crawlers – often referred to as spiders or bots – to gather relevant data such as text, images, links, and both structured and unstructured information.
Working Process
Our Cases Study
E-commerce Product matching project
A toner e-commerce company needed a solution to collect URLs and details of competitor products matching specific criteria for competitive analysis and strategic decision-making.
Language/Tool: NodeJS, MySQL, cheerio, axios
Solution:
- Developed a tailored web crawling tool that collects URLs and product information from competitor websites based on predefined criteria.
- Extracts relevant data, incorporates anti-blocking measures, and stores the data in a structured database for analysis.
Hotel booking and travel updating data project
The client needs to extract comprehensive information from Rakuten Travel such as hotel names, up-to-date prices, tourism boards, user reviews, etc.
Language/Tool: Python, pandas, Mysql, selenium, Beautiful Soup, SQLAlchemy
Solution:
- Track price fluctuations hourly, helping the booking platform offer the most competitive prices.
- Use collected data to train AI and recommend relevant hotels in a timely manner to customers.
- Provide market insights or seasonal events for a clear perspective when setting business goals.
Market positioning analyze project
The client aims to gather data on all Bosch’s installers across Germany from a website, ensuring comprehensive coverage by using location and radius as input parameters.
Language/Tool: Python, pandas, Mysql, selenium, SQLAlchemy
Solution:
- Develop a tool using geo-coordinates of German cities and provinces to query Bosch’s installer search, extracting names, addresses, and services.
- The data is compiled and delivered as an Excel file with anti-blocking measures and error handling for smooth operation.
Clients feedback
"Absolutely satisfied with the professional and fast services provided. The team went above and beyond to deliver great results. Highly recommend!"
Marcel Claßen
Product Manager
"An exceptional satisfaction with the team and project! Everything went perfectly. It is Quality and Reliability that define VGGATE's services."
