[Python] Plot all features

[Python] Plot all features

# %matplotlib inline
from matplotlib import pyplot as plt
plt.rcParams['figure.figsize'] = (10, 8)

fig = plt.figure(figsize=(25, 15))
cols = 5
rows = np.ceil(float(data_train.shape[1]) / cols)

for i, column in enumerate(data_train.columns):
    ax = fig.add_subplot(rows, cols, i + 1)
    ax.set_title(column)
    if data_train.dtypes[column] == np.object:
        data_train[column].value_counts().plot(kind="bar", axes=ax)
    else:
        data_train[column].hist(axes=ax)
        plt.xticks(rotation="vertical")
plt.subplots_adjust(hspace=0.7, wspace=0.2)