Contents

DATA100-L7: Visualization Ⅰ

HHZZ included in DATA100

2024-07-15 58 words One minute

Contents

distribution 定义

bar plots for distribution

data8 example

compound way

seaborn example

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import seaborn as sns
sns.countplot(x='variable', data=df)
# rug plot
sns.rugplot(x='variable', data=df, color='black')

plotly example

处理异常值（outliers）和峰值（mode）

density curve

密度曲线看峰

箱型图

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import seaborn as sns
sns.boxplot(x='variable', data=df)

violin plot 和箱型图对比来看，violin plot宽度有意义

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import seaborn as sns
sns.violinplot(x='variable', data=df)

处理overplotting random jitter