def generate_fake_persons(size):
""" This function generates a list of dummy persons
(email, username, fullname, DOB, address and ssn)
"""
person = Personal('en')
datetime = Datetime()
address = Address('en')
usa_provider = USASpecProvider()
fake_persons = []
for _ in range(0, size):
fake_person = (person.email(), person.username(), \
person.full_name(), datetime.date(1970, 2000), \
address.address() + " - " + address.state(), usa_provider.ssn())
fake_persons.append(fake_person)
return fake_persons
from mimesis import Address, Personal
# Constants
output_filename = "demographics.csv"
number_of_people = 1000
number_of_states = 5
seed = 42
random.seed(seed)
person = Personal(locale='en', seed=seed)
address = Address(locale='en', seed=seed)
states = [address.state() for _ in range(number_of_states)]
demographics = [{
"id": i,
"name": person.full_name(),
"age": random.randint(18, 67),
"gender": person.gender(),
"height_meter": person.height(),
"weight_kg": person.weight(),
"children": person.child_count(),
"occupation": person.occupation(),
"academic_degree": person.academic_degree(),
"salary": random.randint(65, 90),
"location": random.choice(states)
} for i in range(number_of_people)]
with open(output_filename, "w") as csvfile:
fieldnames = [
"id", "name", "age", "gender", "height_meter", "weight_kg", "children",
"occupation", "academic_degree", "salary", "location"