Statistical difference in average temperature

Question

You're given the following dataset showing daily reported weather in Ann Arbor, MI. Is there a statical difference between the average monthly high temperatures (column labeled tmax) between 1980-1985 and 2015-2020?

To help get you started, below is code (Python) to import the referenced dataset:

# Import libraries
%matplotlib inline
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
# Import data
df = pd.read_csv('https://raw.githubusercontent.com/erood/interviewqs.com_code_snippets/master/Datasets/aa_weather.csv')

Solution

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