Automating Data Workflows: How to Combine Scraping Tools with Cleaning Platforms
In today's data-driven decision-making era, a complete data workflow consists of two key phases: collection and cleansing. ScrapeStorm, as an intelligent data collection tool, perfectly complements specialized international data cleansing platforms. Starting with Intelligent Collection: ScrapeStorm Leveraging its AI-powered smart recognition technology, ScrapeStorm makes web data collection simple and efficient. Whether it's e-commerce pricing, market trends, or academic data, it can all be easily acquired and exported in structured formats, laying a solid foundation for subsequent data cleansing. Four Recommended International Data Cleansing Tools OpenRefine Originally Google Refine, open-source and free Powerful clustering and fuzzy matching functions Supports large-scale data cleaning and transformation Trifacta Cloud-based data wrangling platform Intelligent pattern recognition and data quality assessment Deep integration with enterprise-level data platforms Data Ladder S...