plotly_2D_density.py

from plotly import __version__
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
import plotly.plotly as py
from plotly.graph_objs import *
import pandas as pd
import requests
requests.packages.urllib3.disable_warnings()

init_notebook_mode(connected=True)

print(__version__)


from plotly.tools import FigureFactory as FF

import numpy as np

colorscale = ['#7A4579', '#D56073', 'rgb(236,158,105)', (1, 1, 0.2), (0.98,0.98,0.98)]

fig = FF.create_2D_density(
    x, np.log10(y+1), colorscale=colorscale,
    hist_color='rgb(255, 237, 222)', point_size=6
)

iplot(fig, filename='histogram_subplots')