import pandas as pd import random import string from datetime import datetime, timedelta rows = 4000 # 列名 columns = ["箱号", "箱型", "制造日期"] # 箱型列表 container_types = ["20GP", "40GP", "40HQ", "45HQ"] # 随机日期函数(生成 2000-01-01 到 2024-12-31) def random_date(): start_date = datetime(2000, 1, 1) end_date = datetime(2024, 12, 31) delta = end_date - start_date rand_days = random.randint(0, delta.days) return (start_date + timedelta(days=rand_days)).strftime("%Y-%m-%d") # 随机生成箱号(4字母 + 7数字) def random_conno(): prefix = ''.join(random.choices(string.ascii_uppercase, k=4)) number = ''.join(random.choices(string.digits, k=7)) return prefix + number # 生成数据 data = [] for i in range(rows): 箱号 = random_conno() 箱型 = random.choice(container_types) 制造日期 = random_date() data.append([箱号, 箱型, 制造日期]) # 创建 DataFrame df = pd.DataFrame(data, columns=columns) # 保存 Excel 和 CSV df.to_excel("箱数据4000行2.xlsx", index=False) df.to_csv("箱数据4000行2.csv", index=False, encoding="utf-8-sig") print("生成完成!")