A data extractor is a tool that gathers data from various sources and moves it to a centralized location for analysis and storage. Data can come from databases, Excel spreadsheets, SaaS platforms, or custom internal systems.Data can be structured, unstructured, or poorly organized.Data can be exported to multiple readable formats. Data extraction tools can work with other software to output clean and organized data.