How is data collected through Data Science?

Data is collected from various sources like interviews, sensors, social media, server logs, website analytics and more. This process involves understanding the data sources, obtaining an informative and thorough data set, and ensuring data quality and integrity.
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Keywords: Data collection methods in data science, Data gathering techniques, Data sources for data science projects, Big data collection, Sensor data collection.