[data science]seaborn-데이터 분포 시각화

• stripplot

sbn.stripplot(data=df, x='month',y='total')

sbn.stripplot(data=df, x='month',y='total', hue='workingday')

• swarmplot - 작은 데이터셋을 분석할 떄 추천

sbn.swarmplot(data=df, x='month',y='total', hue='workingday')

• boxplot

sbn.boxplot(data=df, x='day_of_week',y='registered')

sbn.boxplot(data=df, x='day_of_week',y='registered',order=['MON','TUE','WED','THU','FRI','SAT'])

• violinplot

sbn.violinplot(data=df, x='day_of_week',y='registered',order=['MON','TUE','WED','THU','FRI','SAT', 'SUN'])

• histplot

sbn.histplot(data=df, x='registered')

sbn.histplot(data=df, y='registered')

sbn.histplot(data=df, x='registered', bins=10 ,hue='workingday')

sbn.histplot(data=df, x='registered', bins=10 ,hue='workingday', multiple='stack')

• kdeplot

sbn.kdeplot(data=df, x='registered', bw_method=2)