Chi-square with the contingency table applied to the die

[jefsummers]

I use pd.crosstab() on the actual data, rather than the sums of the data. But, in any case a p value of 0.052 does not appear unreasonable given the disparities (88,109). Remember that the p value is the probability that you would have gotten the results you did should the null hypothesis be true, and a p of less than 0.05 is considered statistically significant