What's included

• Web Scraping Scripts

  Creation of customized web scraping scripts using appropriate programming languages and libraries.

• Data Extraction

  Extracting the required data from identified websites and online sources.

• Data Cleaning & Normalization

  Removing any inconsistencies, duplicates, or irrelevant information from the extracted data to improve its quality.

• Data Transformation

  Converting the raw extracted data into a more usable or suitable format for analysis.

• API Integration

  Writing code to integrate APIs to enhance data extraction and scraping capabilities, or to deliver the scraped data into a database or another system.

• Data Storage & Database Creation

  Establishing a process for data storage and possibly creating a database structure that supports the extracted data and its intended use.

• Automated Scraping Schedule

  Depending on the project's needs, a setup for automatic scraping to update the data periodically.

• Scraping Avoidance Techniques

  Implementing techniques to avoid detection and blocking by websites, such as rotating IP addresses, using delays, etc.

• Training and Support

  Offering necessary training to your team on how to handle and maintain the scripts and scraped data. Also, providing ongoing support as required.

• Data Delivery

  Final delivery of the extracted, cleaned, and normalized data in the agreed-upon format (CSV, JSON, Excel, etc.) or directly into a database system as required.