def summaryStatistics(self, network):
""" Creates a text file of summary statistics that may be useful
to presenting to preliminary meetings with our advisors/sponsors.
"""
flights = network.countTotalBookedPerFlight()
networkData = [sum(flights[key].values()) for key in flights.keys()]
networkSeries = pd.Series(networkData).describe()
edgeData = {}
for flight, data in flights.items():
org_des = flight[2:]
edgeData[org_des] = edgeData.get(org_des, [])
edgeData[org_des].append(sum(data.values()))
with open('ICF_Summary_Statistics.txt', 'w') as f:
f.write('Network Summary\n')
Utils.writeSeriesToFile(f, networkSeries, indent=' ')
f.write('\nRoute Summaries\n\n')
for org_des, booked in edgeData.items():
f.write(org_des[0] + ' -> ' + org_des[1] + '\n')
statsSeries = pd.Series(booked).describe()
Utils.writeSeriesToFile(f, statsSeries, indent=' ')
f.write('\n')
