import urllib2, ast, csv, random

with open('gender_data.csv', 'rb') as csvfile:
	csvreader = csv.reader(csvfile, delimiter=',', quotechar='|')
	next(csvreader, None)

	male_scores = []
	female_scores = []

	for row in csvreader:
		country_code = row[0]
		score = row[1]
		first_name = row[2]
		first_name = first_name.split(' ')[0]

		request_url = "https://api.genderize.io/?name=" + first_name + "&country_id=" + country_code
		response = ""

		if random.random() < 0.1:
			try:
				response = urllib2.urlopen(request_url).read()
				response = ast.literal_eval(response)
				gender = response['gender']

				if gender == 'male':
					male_scores.append(score)
				elif gender == 'female':
					female_scores.append(score)
			except:
				print response

	print "males"
	print male_scores

	print "females"
	print female_scores