I create the formula for the null hypothesis and alternative hypothesis using the alpha as 0.05. After visualizing on the chart, I will test my hypothesis using both Z-test and Chi-square. Since my data type is categorical and I am focusing on comparing the proportion between the two groups.
Z-test