First-party data collection is data you own. This method is when you obtain data directly from your sources. This data source is most effective and reliable because you get your information firsthand from your consumers, eliminating misinterpretations and errors.Â
An ETL Pipeline refers to the process in computing where data is extracted (E), transformed (T), and loaded (L) into an output data container.