September 2023
Intermediate to advanced
424 pages
13h 21m
Japanese
Content preview from Pythonデータ分析 実践ハンドブック 実務で使えるデータ加工のテクニック
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185
5
stats.shapiro(df_chinstrap.loc[:, "Body_Mass"])
ShapiroResult(statistic=0.9844942688941956, pvalue=0.5605348944664001)
pvalue
sigma = df_chinstrap.loc[:, "Body_Mass"].std() #
avg = df_chinstrap.loc[:, "Body_Mass"].mean()
print(f"
{avg - 2 * sigma}
{avg + 2 * sigma}")
2964.418072519735
4501.7583980685
df_chinstrap.loc[:, "Body_Mass"].quantile(q=[0.025, 0.975])
0.025 3102.50
0.975 4516.25
Name: Body_Mass, ...
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