Question: Please write a python code and do not use chatgpt . I already have the final answer but want to confirm. Thanks! Q 1 .

Please write a python code and do not use chatgpt . I already have the final answer but want to confirm. Thanks!
Q1. One-Sample Test:
Consider a scenario where you are analyzing the average response time of a website feature. The historical average response time is known tobe50 milliseconds. You collect a sample of30 data points, and the sample mean is53 milliseconds with a standard deviation of8 milliseconds.
a. Formulate the null hypothesis (H0) and alternative hypothesis (H1).
b. Perform a one-sample t-test to determine if there is a significant difference in the response time.
c. State your conclusion and interpret the p-value.

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