def effective_diameter_over_time():
effective_diameters = {}
graph = nx.MultiDiGraph()
for end_day in graphgen._days:
start = int(str(end_day) + "000000")
end = int(str(end_day) + "235959")
graph = graphgen.add_slice_to_graph(graph, start, end)
effective_diam = graphtools.effective_diameter(graph)
effective_diameters[end_day] = effective_diam
print end_day, effective_diam
utils.save_node_map(effective_diameters, ("effective_diameters"))
def avg_out_degree_over_time():
avg_out_degrees = {}
graph = nx.MultiDiGraph()
for end_day in graphgen._days:
start = int(str(end_day) + "000000")
end = int(str(end_day) + "235959")
graph = graphgen.add_slice_to_graph(graph, start, end)
avg_out_deg = graphtools.get_avg_out_degree_from_graph(graph)
avg_out_degrees[end_day] = avg_out_deg
print end_day, avg_out_deg
utils.save_node_map(avg_out_degrees, ("avg_out_degrees"))
def frac_nodes_in_gcc_over_time():
frac_nodes_in_gcc = {}
graph = nx.MultiDiGraph()
for end_day in graphgen._days:
start = int(str(end_day) + "000000")
end = int(str(end_day) + "235959")
graph = graphgen.add_slice_to_graph(graph, start, end)
frac_nodes = graphtools.get_frac_nodes_in_gcc_from_graph(graph)
frac_nodes_in_gcc[end_day] = frac_nodes
print end_day, frac_nodes
utils.save_node_map(frac_nodes_in_gcc, ("frac_nodes_in_gcc"))
def effective_diameter_over_time():
effective_diameters = {}
graph = nx.MultiDiGraph()
for end_day in graphgen._days:
start = int(str(end_day) + "000000")
end = int(str(end_day) + "235959")
graph = graphgen.add_slice_to_graph(graph, start, end)
effective_diam = graphtools.effective_diameter(graph)
effective_diameters[end_day] = effective_diam
print end_day, effective_diam
utils.save_node_map(effective_diameters, ("effective_diameters"))
def frac_nodes_in_gcc_over_time():
frac_nodes_in_gcc = {}
graph = nx.MultiDiGraph()
for end_day in graphgen._days:
start = int(str(end_day) + "000000")
end = int(str(end_day) + "235959")
graph = graphgen.add_slice_to_graph(graph, start, end)
frac_nodes = graphtools.get_frac_nodes_in_gcc_from_graph(graph)
frac_nodes_in_gcc[end_day] = frac_nodes
print end_day, frac_nodes
utils.save_node_map(frac_nodes_in_gcc, ("frac_nodes_in_gcc"))
def avg_out_degree_over_time():
avg_out_degrees = {}
graph = nx.MultiDiGraph()
for end_day in graphgen._days:
start = int(str(end_day) + "000000")
end = int(str(end_day) + "235959")
graph = graphgen.add_slice_to_graph(graph, start, end)
avg_out_deg = graphtools.get_avg_out_degree_from_graph(graph)
avg_out_degrees[end_day] = avg_out_deg
print end_day, avg_out_deg
utils.save_node_map(avg_out_degrees, ("avg_out_degrees"))
def nodes_vs_edges_over_time():
num_nodes = []
num_edges = []
graph = nx.MultiDiGraph()
for end_day in graphgen._days:
start = int(str(end_day) + "000000")
end = int(str(end_day) + "235959")
graph = graphgen.add_slice_to_graph(graph, start, end)
nodes, edges = graphtools.get_num_nodes_edges_from_graph(graph)
num_nodes.append(nodes)
num_edges.append(edges)
print nodes, edges
utils.save_lists(num_nodes, num_edges, ("nodes_vs_edges"))
def nodes_vs_edges_over_time():
num_nodes = []
num_edges = []
graph = nx.MultiDiGraph()
for end_day in graphgen._days:
start = int(str(end_day) + "000000")
end = int(str(end_day) + "235959")
graph = graphgen.add_slice_to_graph(graph, start, end)
nodes, edges = graphtools.get_num_nodes_edges_from_graph(graph)
num_nodes.append(nodes)
num_edges.append(edges)
print nodes, edges
utils.save_lists(num_nodes, num_edges, ("nodes_vs_edges"))