https://24x7offshoring.com/machine-learning/data-collection/ Data collection is the process of collecting information from various sources through different research methods and consolidating it into a single database or repository so that researchers can use it for further analysis. Data collection aims to provide information that people, companies and organizations can use to solve problems, track progress and make decisions.