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