As markets rallied worldwide, traders took on high-beta publicity and rotated away from stocks with decrease risk. Factors have been shown to be important systematic sources of threat and return. We study how factor analysis might help establish investment traits that lie beneath the floor of seemingly comparable stocks and equity portfolios. We noticed traditionally notable crowding throughout elements, industries and stocks via the first half of 2021. Examining crowding from multiple perspectives and incorporating multiple knowledge elements provides investors a extra holistic view.