Influence of Pre-menstrual Syndrome on athletes' performance

The data consists of names, age, height, weight, BMI and athletes sprinting performance timing both during and after they were relieved from the premenstrual syndrome symptoms. The timings were recorded during after the PMS symptoms subsided and the minor changes were evident according to the data. The hypothesis was to check weather Pre-menstrual Syndrome has enough impact on athletes health physically and mentally that they will or will not be able to cope up with the sprint test. If not, then their time differences will be more and if they did cope up with it, then their time differences will not be there and that will show that PMS doesn't have same effect on every female.本数据集包含运动员的姓名、年龄、身高、体重、身体质量指数（Body Mass Index, BMI），以及她们在经前期综合征（Premenstrual Syndrome, PMS）症状发作期间与症状缓解后的短跑表现计时数据。计时数据采集于经前期综合征症状消退期间及消退之后，数据集显示存在细微变化。本研究的假设为验证经前期综合征是否会对运动员的身心健康造成足够显著的影响，进而影响其完成短跑测试的能力：若无法适应测试，则其前后成绩差异会较为明显；若能够适应测试，则成绩无显著差异，这表明经前期综合征对每位女性运动员的影响并不统一。