Question
EDA and ANOVA for guinea pig tooth growth import numpy as np import pandas as pd import scipy.stats as st import matplotlib.pyplot as plt import
EDA and ANOVA for guinea pig tooth growth"
import numpy as np
import pandas as pd
import scipy.stats as st
import matplotlib.pyplot as plt
import os
%matplotlib inline
Answer the following questions by providing Python code:
We will use the dataset "data_ToothGrowth.csv".
- len = teeth length.
- supp = supplementary type with two possible values: VC (vitamin C) or OJ (orange juice).
- dose (mgr/day) = dosage per day with three possible values: 0.5, 1.0, 2.0.
df = pd.read_csv('data_ToothGrowth.csv', header='infer')
1). Perform the EDA and ANOVA (= 5%) with the 'supp' variable.
Summarize the result.
i) # Categories of 'supp'.
ii)
# Group by category.
iii)
# Multiple Boxplots.
iv)
# ANOVA.
iiv)
# Result summary.
2). Perform the EDA and ANOVA (= 5%) with the 'dose' variable.
Summarize the result.
i)
# Categories of 'dose'.
ii)
# Group by category.
iii)
# Multiple Boxplots.
v)
# ANOVA.
iv)
# Result summary.
i want olution in python please
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