def write_number_of_positive_traids(data, definition, def_args, out_dir):
def relationship_def(data, year, A, B, def_args1):
return definition(data, year, A, B, def_args) == POSITIVE_LINK
all_years_data = {}
years = data.all_years
countries_list = data.countries()
for year in years:
single_year_data = {}
with open(out_dir + '%s.csv' % year, 'wb') as csvfile:
out_file = csv.writer(csvfile, delimiter=',', quotechar='"', quoting=csv.QUOTE_ALL)
out_file.writerow(['Country', 'Number of positive traids'])
relationship_matrix = get_relationship_matrix(data, year, relationship_def, {})
relationship_matrix_cube = __matrix_cube(relationship_matrix)
for C in countries_list:
number_of_positive_traids = number_of_traids_for_a_country(relationship_matrix_cube, C)
out_file.writerow([C, number_of_positive_traids])
single_year_data[C] = number_of_positive_traids
all_years_data[year] = single_year_data
with open(out_dir + 'all-years.csv', 'wb') as csvfile:
out_file = csv.writer(csvfile, delimiter=',', quotechar='"', quoting=csv.QUOTE_ALL)
header = ['*']
for C in countries_list:
header.append(C)
out_file.writerow(header)
for year in years:
row = [year]
for C in countries_list:
row.append(all_years_data[year][C])
out_file.writerow(row)
def table1(data, year, definition, def_args):
def link_exists_def(data, year, A, B, def_args1):
if 'World' in [A, B]: return 0
return 0 if definition(data, year, A, B, def_args) == NO_LINK else 1
edges_count, positives, negatives, _ = sign_distributions(data, year, definition, def_args)
return {'Name': 'Table1',
'Nodes': len(data.countries()),
'Edges': edges_count,
'+ edges': positives * 100.0 / edges_count,
'- edges': negatives * 100.0 / edges_count,
'Traids': number_of_traids(__matrix_cube(get_relationship_matrix(data, year, link_exists_def, {})))
}
def write_out_graph_data_for_traids_vs_degree_plot(data):
for year in data.all_years:
matrix_for_a_year = strongties.get_relationship_matrix(data, year, is_there_a_strong_tie_method_B,
strong_tie_def_args(config.STRONG_TIES_LOWER_BOUND, config.STRONG_TIES_UPPER_BOUND))
csv_write(config.graph_data_file_name(year), strongties.graph_data(matrix_for_a_year))
