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STUDY AIM: The aim of this study was to determine the distribution of grades under normal distribution for sprinting (100 m & 200 m), jumping (long jump) and throwing (shot-put & javelin throw) of Hindu college, Amritsar.MATERIAL AND METHODS: Forty (N=40) female students at the college level from Hindu College, affiliated with Guru Nanak Dev University in Amritsar, Punjab, India, were chosen to participate in this research study. The scope of the study was specifically focused on the athletic disciplines of sprinting, jumping, and throwing. STATISTICAL ANALYSIS: The normality of the data was checked by using the Shapiro-Wilk (SW) Test of Normality. Under the data analysis, exploration of data was made with descriptive statistics and graphical analysis. Distribution of Grades under Normal Distribution was used, further it was sorted into five grades i.e., Excellent, Good, Average, Poor and Very Poor. The SPSS (Statistical Package for the Social Sciences) version 20.0 was used for all analyses.RESULTS: 100 M: - The Rating above 17.145 was very poor, 16.251-17.145 was poor, 14.463-16.251 was average, 13.569-14.463 was good whereas, rating below 13.569 was excellent.200 M: - The Rating above 29.099 was very poor, 27.898-29.099 was poor, 25.496-27.898 was average, 24.295-25.496 was good whereas, rating below 24.295 was excellent. Long Jump: - The Rating below 0.471 was very poor, 0.471-1.42 was poor, 1.42-3.318 was average, 3.318-4.267 was good whereas, rating above 4.267 was excellent. Shot-Put: - The Rating below 1.316 was very poor, 1.316-2.289 was poor, 2.289-4.235 was average, 4.235-5.208 was good whereas, rating above 5.208 was excellent.Javelin: - The Rating below 3.296 was very poor, 3.296-6.23 was poor, 6.23-12.098 was average, 12.098-15.032 was good whereas, rating above 15.032 was excellent.