What is Data extraction? Definition and explanations

Data extraction means pulling information out of a source to process it elsewhere: a database query, an API call, file reads, document parsing. It is the E in ETL. The hard part is not raw access but fidelity: preserving types, encoding, missing values and the exact time window of what was pulled.