import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
import seaborn as sns
%matplotlib inline
# ## Plotly plotting support
# import plotly.plotly as py
import plotly.offline as py
py.init_notebook_mode(connected=False)
import plotly.graph_objs as go
import plotly.figure_factory as ff
import cufflinks as cf
cf.set_config_file(offline=False, world_readable=True, theme='ggplot')