"Data Analysis," provides a comprehensive examination of the survey responses gathered from 350 participants regarding various aspects of teaching practices and educational methodologies. This paper delves into the statistical analysis and interpretation of data concerning teachers' perceptions on classroom management, instructional techniques, assessment practices, and ethical conduct. Through quantitative measures and qualitative insights, this chapter aims to uncover patterns, trends, and insights that shed light on the effectiveness and challenges within the teaching profession.