How to uses plot.ly to plot inline and save files to imbed on web pages

plotly_example.py

import os
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import plotly 
import plotly.plotly as py
import plotly.graph_objs as go
from plotly.graph_objs import *
from plotly.offline import download_plotlyjs, init_notebook_mode, iplot
import plotly.tools as tls
from IPython.display import HTML

#Set options
pd.set_option('display.max_colwidth', -1)

#set inline plotting
%matplotlib inline
plotly.offline.init_notebook_mode()

#plot matplot plots with plotly
mpl_fig_obj = plt.figure()

#Plot.ly api credentials
PLOTLY_USER = os.environ['PLOTLY_USER']
PLOTLY_KEY = os.environ['PLOTLY_KEY']
py.sign_in(PLOTLY_USER, PLOTLY_KEY)

#Get data
#Source data: https://docs.google.com/spreadsheets/d/1YcoFv_ht59v1fxGK_mInUX8Qkq60t-yTSLbvPNdy6OY/pub?output=csv
URL="https://docs.google.com/spreadsheets/d/1YcoFv_ht59v1fxGK_mInUX8Qkq60t-yTSLbvPNdy6OY/pub?output=csv"
data = pd.read_csv(URL, index_col = 'Unnamed: 0', dtype = object, encoding = 'utf-8')

#Sort data
trump_p = data.sort_values(by = 'category')

#Sample plot: Facebook Pages Related to Donald Trump's Presidential Campaign (as of April 2016)
positions = ['Pro', 'Con', 'Commercial']

py.iplot({
    'data': [
        Scatter(x=trump_p[trump_p['category']== position]['likes'],
                y=trump_p[trump_p['category']== position]['talking_about_count'],
                text=trump_p[trump_p['category']== position]['name'],
                marker=Marker(size=trump_p[trump_p['category']== position]['likes'], 
                              sizemode='area', 
                              sizeref = trump_p['likes'].max()/ 1e2**1.75), 
                mode='markers',
                name=position
               ) for position in positions
    ],

    'layout': Layout(title = "Facebook Pages Related to Donald Trump's Campaign", 
                     xaxis=XAxis(title='Number of Likes', 
                                 #autorange=False,
                                 #range=[-104000, 708000]
                                ), 
                     yaxis=YAxis(title= "Talking About Count", 
                                 showticklabels = True, 
                                 #autorange=False,
                                 #range=[0, 900000]
                                ), 
                     width = 600)
}, filename='facebook_groups/bubble-trump-pages')