#!/usr/bin/env python
# coding: utf-8

# ## Examples - plot_hists(), plot_boxes()

# In[1]:


import numpy as np
from am4894pd.utils import df_dummy_ts # used to generate some dummy data
from am4894plots.plots import plot_hists, plot_boxes

# generate some dummy time series data
df = df_dummy_ts(n_cols=4, freq='1min')
df['dim1'] = np.random.choice(['A','B'],len(df))
print(df.shape)
display(df.head())


# In[2]:


plot_hists(df, n_cols=2, renderer='notebook', h=600, w=600, cumulative=True)


# In[3]:


plot_hists(df, dim='dim1', n_cols=2, renderer='notebook', h=800, w=800, cumulative=True)


# In[4]:


plot_boxes(df, renderer='notebook', n_cols=4, h=400, w=500)