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.

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