In [1]:

    

%matplotlib inline


    

In [2]:

    

from bigbang.archive import Archive


    

In [3]:

    

import pandas as pd
import datetime
import matplotlib.pyplot as plt
import numpy as np
import math
import networkx as nx


    

In [4]:

    

urls = ["ipython-dev",
        "ipython-user"]

archives = [Archive(url,archive_dir="../../archives",mbox=True) for url in urls]

activities = [arx.get_activity(resolved=False) for arx in archives]


    

    




/home/sb/projects/bigbang-multi/bigbang/bigbang/mailman.py:137: UserWarning: No mailing list name found at ipython-dev
  warnings.warn("No mailing list name found at %s" % url)






    




Opening 176 archive files






    




/home/sb/projects/bigbang-multi/bigbang/bigbang/mailman.py:137: UserWarning: No mailing list name found at ipython-user
  warnings.warn("No mailing list name found at %s" % url)






    




Opening 166 archive files

In [ ]:

    

G = nx.Graph()
labels = {}

for i, url in enumerate(urls):
    G.add_node(url,type='url')
    labels[url] = url
    
    for person in archives[i].data['From'].drop_duplicates():
        G.add_node(person,type='person')
        G.add_edge(person,url)
    
colors = [.1 if nd[1]['type'] == 'url' else .5 for nd in list(G.nodes(data=True))]
sizes = [300 if nd[1]['type'] == 'url' else 5 for nd in list(G.nodes(data=True))]
    
nx.draw(G,
       node_color=colors,
       labels=labels)


    

In [7]:

    

nx.write_gexf(G,'bipartite.gexf')