使用Python随机生成数据的方法

from faker import Faker
import pandas as pd
from collections import OrderedDict

fake = Faker(locale='zh_CN')
sex_dict = OrderedDict([('男', 0.52), ('女', 0.48)])
married_dict = OrderedDict([('未婚', 0.4), ('已婚', 0.5), ('离异', 0.1), ])
work_dict = OrderedDict([('白领', 0.45), ('教师', 0.1), ('工人', 0.2), ('公务员', 0.1), ('销售', 0.15)])
user_name = []
age = []
address = []
sex = []
work = []
married = []
# 生成人数
num = 5
# 生成name age address
for i in range(num):
    user_name.append(fake.user_name())
    age.append(fake.random_int(min=16, max=45))
    address.append(fake.province())
    sex.append(fake.random_element(sex_dict))
    work.append(fake.random_element(work_dict))
    married.append(fake.random_element(married_dict))
data = {'用户名': user_name, '年龄': age, '性别': sex, '地址': address, '工作': work, '婚姻状态': married}
print(data)

users = pd.DataFrame.from_dict(data)
print(users)

users.to_csv("test_data.csv", index=True)

import random

list1 = []
for i in range(97, 123):
    list1.append(chr(i))  # 得到字母字符并放入列表
for i in range(48, 58):
    list1.append(chr(i))  # 得到数字字符并放入列表

for i in range(5):
    str1 = ''.join(random.choices(list1, k=8))  # 随机生成8位密码的列表，并将其转换成字符串的形式
    print(f'第{i + 1}个密码是{str1}')

import random

for i in range(5):
    a = random.uniform(1, 100)  # 生成的随机数范围
    print(round(a, 2))

import random

for i in range(5):
    a = random.randint(1, 100)
    print(a)