Esempi in Python per SingleEDA

Esempio n. 1

File: univariable.py Progetto: QinRens/big-data-and-AI

def Distplot(feature,
             fitmethod='norm',
             show_QQplot=True,
             show_skew=False,
             show_kurt=False,
             color='m',
             kde=True,
             rug=False):
    s = SingleEDA(df_train)
    return s.distplot(feature=feature,
                      fitmethod=fitmethod,
                      show_QQplot=show_QQplot,
                      show_skew=show_skew,
                      show_kurt=show_kurt,
                      color=color,
                      kde=kde,
                      rug=rug)

Esempio n. 2

File: univariable.py Progetto: QinRens/big-data-and-AI

def Countplot(feature, show_plot=True):
    s = SingleEDA(df_train)
    return s.countplot(feature=feature, show_plot=show_plot)

Esempio n. 3

File: univariable.py Progetto: QinRens/big-data-and-AI

def Kurtosis(show_plot=True):
    s = SingleEDA(df_train)
    return s.show_kurtosis(show_plot=show_plot)

Esempio n. 4

File: univariable.py Progetto: QinRens/big-data-and-AI

def Skewness(show_plot=True):
    s = SingleEDA(df_train)
    return s.show_skewness(show_plot=show_plot)

Esempio n. 5

File: univariable.py Progetto: QinRens/big-data-and-AI

def Describe(feature, show_plot=True):
    s = SingleEDA(df_train)
    return s.show_describe(feature=feature, show_plot=show_plot)