what is p value 
a p value is a measure of the probability that an observed difference could have occurred just by random chance when the p value is sufficiently small e g 5 or less then the results are not easily explained by chance alone and the null hypothesis can be rejected when the p value is large then the results in the data are explainable by chance alone and the data is deemed consistent with while proving the null hypothesis 