Abstract

This research is an exploration into the realms of epistemology and philosophy of data science and data analysis. It introduces the conceptual aspects of data analysis in data science research. We describe the philosophical implications of data analysis and the role that epistemology and the expertise of analysts play in analysing data, big or small. The process of data analysis is a complex job as it involves advanced statistical tools that play a crucial role in deciphering what the data tells. It also perceives the value of data analysis as a knowledge resource and wealth for organizations that are in the business of data analytics.

Keywords: Data analysis, Philosophy of data analytics, Statistical tools, Data science