Gender detection testing app (genderPredictor)
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import csv | |
from genderPredictor import genderPredictor | |
gp = genderPredictor() | |
gp.trainAndTest() | |
def gender(name): | |
output = 'unknown' | |
tmp = gp.classify(name) | |
if tmp == 'F': | |
output = 'female' | |
elif tmp == 'M': | |
output = 'male' | |
else: | |
output = 'unknown' | |
return output | |
rows = [] | |
with open('output.csv', 'r') as csvfile: | |
reader = csv.reader(csvfile) | |
for row in reader: | |
rows.append(row) | |
with open('output.csv', 'w') as csvfile: | |
writer = csv.writer(csvfile) | |
for row in rows: | |
row.append(gender(row[0])) | |
writer.writerow(row) |
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Nice work...by the way from where i can get the separated male and female dataset...!