数据来源

01 初识对象

生活中数据的组织

程序中数据的组织

使用对象组织数据

演示

"""
演示使用对象组织数据
"""
# 在程序中设计表格，我们称之为：设计类（class）
class Student:
    name = None            # 记录学生姓名
    gender = None          # 记录学生性别
    nationality = None     # 记录学生国籍
    native_place = None    # 记录学生籍贯
    age = None             # 记录学生年龄

# 在程序中打印生产表格，我们称之为：创建对象
# 基于类创建对象
stu_1 = Student()
stu_2 = Student()

# 在程序中填写表格，我们称之为：对象属性赋值
stu_1.name ="张三"           # 为学生1对象赋予名称属性值
stu_1.gender ="男"           # 为学生1对象赋予性别属性值
stu_1.nationality ="中国"     # 为学生1对象赋予国籍属性值
stu_1.native_place ="广东"    # 为学生1对象赋予籍贯属性值
stu_1.age =18                # 为学生1对象赋予年龄属性值

# 获取对象中记录的数据
print(stu_1.name)
print(stu_1.gender)
print(stu_1.nationality)
print(stu_1.native_place)
print(stu_1.age)

总结 

02 类成员方法

类的定义和使用

成员变量和成员方法

成员方法的定义语法

注意事项

演示

"""
演示面向对象类中的成员方法定义和使用
"""
# 定义一个带有成员方法的类
class Student:
    name = None            # 记录学生姓名
    def say_hi(self):      # 定义成员方法
        print(f"大家好呀，我是{self.name},欢迎大家多多关照")

    def say_hi2(self,msg):      # 定义成员方法
        print(f"大家好呀，我是{self.name},{msg}")
stu1 = Student()
stu1.name = "张三"
stu1.say_hi()  # 调用类的成员方法

stu2 = Student()
stu2.name = "李四"
stu2.say_hi2("我看好你")  # 调用类的成员方法

总结

03 类和对象

现实世界的事物和类

类和对象

使用类和对象描述现实事物

在程序中通过类来描述

基于类创建对象

演示 

"""
演示类和对象的关系，即面向对象的编程套路（思想）
"""
# 设计一个闹钟类
class Clook:
    id = None            # 序列化
    price = None         # 价格

    def ring(self):
        import winsound   # 导入winsound可以让我们的电脑发出小声音
        winsound.Beep(2000,1000)  # 2000是频率  1000是响铃的持续时间

# 构建2个闹钟对象并让其工作
clock1 = Clook()
clock1.id = "003032"
clock1.price = "19.90"
print(f"闹钟ID:{clock1.id},价格：{clock1.price}")
clock1.ring()

clock2 = Clook()
clock2.id = "003036"
clock2.price = "29.90"
print(f"闹钟ID:{clock2.id},价格：{clock2.price}")
clock2.ring()

总结

04 构造方法

属性（成员变量）的赋值

构造方法

演示

"""
演示类的构造方法
"""
# 演示使用构造方法对成员变量进行赋值
# 构造方法的名称：__init__
class Student:
    # name = None
    # age = None   属性定义可以不写
    # tel = None
    def __init__(self,name,age,tel):
        self.name = name
        self.age = age
        self.tel = tel
        print("Student类创建了一个类对象")

stu = Student("张三",19,"2423623")
print(stu.name)
print(stu.age)
print(stu.tel)

构造方法注意事项

总结

05 其他的内置方法

 魔术方法

__str__ 字符串方法

__lt__ 小于符号比较方法 

 __le__ 小于等于比较符号方法

__eq__，比较运算符实现方法

演示 

"""
演示类的构造方法
"""
# 演示使用构造方法对成员变量进行赋值
# 构造方法的名称：__init__
class Student:
    def __init__(self,name,age):
        self.name = name
        self.age = age
        print("Student类创建了一个类对象")
    # __str__魔术方法
    def __str__(self):   # 指定输出的字符串，默认是输出内存地址
        return f"Student类对象：name:{self.name},age:{self.age}"

    # __lt__魔术方法  可以用来比较大小
    def __lt__(self,other):
        return self.age < other.age

    # __le__魔术方法  可以用来比较小于等于和大于等于
    def __le__(self, other):
        return self.age <= other.age

    # __eq__魔术方法 用于判断两个对象是否相等
    def __eq__(self, other):
        return self.age == other.age   # 判断的依据
stu1 = Student("周杰伦",31)
stu2 = Student("李四",32)
print(stu1.age < stu2.age)
print(stu1.age <= stu2.age)
print(stu1 == stu2)

总结

06 封装

面向对象的三大特性

封装

对用户隐藏的属性和行为

私有成员

演示 

"""
演示面向对象封装思想中私有成员的使用
"""
# 定义一个类，内含私有成员变量和私有成员方法
class Phone:
    __current_voltage = None    # 当前手机运行电压（使用__开头定义的变量就是私有变量）
    def __keep_single_core(self):
        print("让CPU以单核模式运行")

phone = Phone()
# 私有成员或方法在类的外部都是无法使用的
phone.__keep_single_core()
phone.__current_voltage()

使用私有的成员

演示

"""
演示面向对象封装思想中私有成员的使用
"""
# 定义一个类，内含私有成员变量和私有成员方法
class Phone:
    __current_voltage = 0.5    # 当前手机运行电压（使用__开头定义的变量就是私有变量）
    def __keep_single_core(self):
        print("让CPU以单核模式运行")

    def call_by_5g(self):
        if self.__current_voltage >= 1:
            print("5g通话已开启")
        else:
            self.__keep_single_core()
            print("电量不足，无法使用5g通话，并已设置为单核运行进行省电")

phone = Phone()
phone.call_by_5g()

总结

演示

"""
演示面向对象封装思想中私有成员的使用
"""
# 定义一个类，内含私有成员变量和私有成员方法
class Phone:
    __is_5g_enanle = True
    def __check_5g(self):
        if self.__is_5g_enanle:
            print("5G开启")
        else:
            print("5g关闭,使用4G网络")
            
    def call_by_5g(self):
        self.__check_5g()
        print("正在通话中")

phone = Phone()
phone.call_by_5g()

07 继承

继承的引出

单继承

演示 

"""
演示继承
"""

class Phone:
    IMET = None       # 序列号
    producer = None   # 厂商

    def check_4g(self):
            print("使用4G网络通话")

class phone2022(Phone):
    face_id =True   # 面部识别

    def call_by_5g(self):
        print("最新5G通话")

phone = phone2022()
phone.call_by_5g()
phone.check_4g()  # 调用继承过来的方法

多继承

多继承注意事项

"""
演示继承
"""

class Phone:
    IMET = None       # 序列号
    pronducer = "zh"   # 厂商

    def check_4g(self):
            print("使用4G网络通话")

class phone2022(Phone):
    face_id =True   # 面部识别

    def call_by_5g(self):
        print("最新5G通话")

phone = phone2022()
phone.call_by_5g()
phone.check_4g()  # 调用继承过来的方法

# 演示多继承
class NFCReader:
    nfc_type = "第五代"
    pronducer = "HM"

    def read_card(self):
        print("NFC读卡")

    def write_card(self):
        print("NFC写卡")

class RemoteControl:
    rc_type ="红外遥控"

    def control(self):
        print("红外遥控开启了")

class MyPhone(Phone,NFCReader,RemoteControl):
    pass   # 就是表示空的意思，让语法不报错，因为这里啥都没写，补全语法要求

phone = MyPhone()
phone.check_4g()
phone.read_card()
phone.write_card()
phone.control()

print(phone.pronducer)   # 当不同父类有着同名成员优先级是先来后到（从左到右）

总结

08 复写父类成员和调用父类成员

复写

演示代码

"""
演示复写
"""

class Phone:
    IMET = None       # 序列号
    pronducer = "zh"   # 厂商

    def check_5g(self):
            print("使用5G网络通话")


# 定义子类，复写父类成员
class MyPhone(Phone):
    pronducer ="ITHM"   # 复写父类的成员

    def call_by_5g(self):
        print("开启CPU单核模式，确保通话的时候省电")
        print("使用5g网络进行通话")
        print("关闭CPU单核魔兽，确保性能")

phone = MyPhone()
phone.call_by_5g()
print(phone.pronducer)

调用父类同名成员

"""
演示继承
"""

class Phone:
    IMET = None       # 序列号
    pronducer = "zh"   # 厂商

    def check_5g(self):
            print("使用5G网络通话")


# 定义子类，复写父类成员
class MyPhone(Phone):
    pronducer ="ITHM"   # 复写父类的成员

    def call_by_5g(self):
        print("开启CPU单核模式，确保通话的时候省电")
        print("使用5g网络进行通话")
        print("关闭CPU单核魔兽，确保性能")
    # 在之子类中，调用父类成员
    # 方式一：通过父类名称调用
    print(f"父类的厂商是：{Phone.pronducer}")
    # 方式二：super()  现在不适用了 会报错，
    # print(f"父类的厂商是：{super().pronducer}")
    # super().check_5g()

phone = MyPhone()
phone.call_by_5g()
print(phone.pronducer)

总结

09 类型注解

为什么需要类型注解

类型注解

类型注解的语法

演示代码

"""
演示变量的类型注解
"""
import json
import random

# 基础数据类型注解
var_1:int = 10
var_2:str = "itheima"
var_3:bool = True

# 类对象类型注解
class Student:
    pass
stu:Student = Student()

# 容器类型详细注解
my_list:list =[1,2,3]
my_tuple:tuple =[1,2,3]
my_dict:dict ={"itheima":666}

# 在注释中进行类型注解
var_1 = random.randint(1,10)   # type:int
var_2 = json.loads('{"name":"张三"}')   # type:dict[str,str]
def func():
    return 10
var_3 = func()   # type:int

类型注解的限制

总结

10 函数（方法）的类型注解

函数（方法）的类型注解 – 形参注解

演示

"""
演示函数（方法）的类型注解
"""
# 对形参进行类型注解
def add(x:int,y:int):
    return x+y
def func(data:list):
    pass


add()

函数（方法）的类型注解 – 返回值注解

演示 

# 对返回值进行类型注解
def func(data:list)->list:
    return data

print(func(1))  # 类型注解只是一个代码提示，并不是强制性的要求传固定的参数

总结

11 Union类型

Union类型

演示

"""
演示Union联合类型注解
"""

# 使用Union类型，必须先导包
from typing import  Union

# [Union[int,str]  表示内容是int整型或str字符串
my_list:list[Union[int,str]] = [1,2,"张三","李四"]

def func(data:Union[int,str]) -> Union[int,str]:
    pass
func()

总结

12 多态

多态

演示 

"""
演示面向对象的多态特性以及抽象类（接口）的使用
"""
class Animal:
    def speak(self):
        pass

class Dog(Animal):
    def speak(self):
        print("汪汪汪")

class Cat(Animal):
    def speak(self):
        print("喵喵喵")

def make_noise(anima:Animal):
    # 制造点噪音，需要传入Anumal对象
    anima.speak()

# 演示多态，使用2个之类对象类调用函数
dog = Dog()
cat = Cat()

抽象类（接口）

 总结

13 综合案例-数据分析（视频）

案例介绍

数据内容

2011年1月销售数据.txt

2011-01-01,4b34218c-9f37-4e66-b33e-327ecd5fb897,1689,湖南省
2011-01-01,5b6a6417-9a16-4243-9704-255719074bff,2353,河北省
2011-01-01,ae240260-68a9-4e59-b4c9-206be4c08a8d,2565,湖北省
2011-01-01,c833e851-880f-4e05-9de5-b547f5ffc5e1,2877,山东省
2011-01-01,dd27e822-884c-4d20-a309-986f6a90e2b9,947,安徽省
2011-01-01,8e43e3c5-44bf-4219-8a59-f512607aeefe,815,河北省
2011-01-01,b6882f5f-fb10-4210-9e45-288dd2239594,1363,广东省
2011-01-01,fd5056a8-8223-4d02-9988-04e1b41a57e8,2149,江苏省
2011-01-01,d022df35-3c0e-4753-bccb-37e125a5922b,1739,福建省
2011-01-01,a480686a-77ff-497e-9e32-0f6d9ba3eadd,2999,江苏省
2011-01-01,f9bd54d9-6d2d-418b-8a2f-0dc22d3e5f69,2084,河北省
2011-01-01,c32ff7d2-5ace-47cb-82b8-2d3c20d0fe5d,1408,云南省
2011-01-01,39dbf207-c673-4377-be2c-6a1b8a83fdf0,2616,山西省
2011-01-01,125cea23-344b-4fe3-a304-3a7cb6204553,2989,湖南省
2011-01-01,8498c5d4-5421-437c-a675-6297defe2beb,1702,陕西省
2011-01-01,126d71bf-47bd-424b-a26f-a6c4527f61e7,2241,江苏省
2011-01-01,31023f70-41a7-47f1-9186-ad70fb72e3f9,166,河北省
2011-01-01,0d562475-6b8c-40ca-97b0-203483c45f0c,2930,福建省
2011-01-01,b8d84bdb-c42c-43b9-87cb-67d58e74e740,1908,湖南省
2011-01-01,41ba62b5-07bd-4f29-80e8-37578276f5f9,1908,湖北省
2011-01-01,073450d5-97fd-4f88-b38f-d9396b9fa1d6,2379,湖南省
2011-01-01,0f3a743b-7502-4448-9bbc-c4da59368c9a,1563,湖南省
2011-01-01,bad67153-ad9a-4fdb-ba9d-c5ac2fd41cbb,2463,辽宁省
2011-01-01,af0d3bd0-81b8-4975-b385-05e8a041140d,581,福建省
2011-01-01,02dc5d3d-b857-4be1-8df4-3f0f7fa815a9,2057,四川省
2011-01-01,f3993446-4512-4f7a-9bbf-f44f01d03d8f,2644,辽宁省
2011-01-01,b202a5a8-6884-4525-803a-25aaac6cc6de,1172,福建省
2011-01-01,b863bf4c-10d7-4dd8-8bb3-a7528475140c,1024,福建省
2011-01-01,756147ff-cd7a-4194-b6c6-d9fe5b9a369f,486,湖南省
2011-01-01,504b8ba7-5064-46f0-b92d-3509abcd608c,2373,山东省
2011-01-01,0d0a6f53-005b-4700-b84b-fb5dc208af0f,1648,河北省
2011-01-01,07879f53-bf1e-4b49-aded-b9f89c26890b,1404,云南省
2011-01-02,f442b8cf-f3ed-49c0-b29e-384318d033ae,517,安徽省
2011-01-02,af6754f9-270b-45da-a184-9a7424efba16,2248,江西省
2011-01-02,2b2f89af-41df-45ed-a90e-3175ad981583,2452,山西省
2011-01-02,e2d84cb1-7511-48ff-9a8a-f8a6c1dc6ee4,569,辽宁省
2011-01-02,d0b08ff7-741d-406a-a22b-187443f5b49b,544,贵州省
2011-01-02,8f1b483d-4aa6-45d8-bb80-17759bc42d41,2346,安徽省
2011-01-02,0a2a2812-b232-43d8-9bd2-46508de60574,1687,湖南省
2011-01-02,cf97cce2-a0b0-4dab-b71f-421e7075c90d,346,河北省
2011-01-02,0e74640c-8a85-4559-a4f6-0f1779e2b4dc,866,四川省
2011-01-02,6572533c-4342-40a0-9e33-74f62e92fafb,2762,辽宁省
2011-01-02,dae0fd36-343c-49f3-a2ad-6a21f3394fa0,2195,广西省
2011-01-02,645e4dac-b3f8-4893-8e1c-9e6cc544fe62,1746,河北省
2011-01-02,6f06d215-b784-4a53-9bcc-9261f0cd96dd,1754,陕西省
2011-01-02,ab32830b-20d9-4a9d-8e5d-95a481c8b0fc,2318,湖南省
2011-01-02,2efb4b83-9237-4e80-96c2-24c52ba7d969,2634,安徽省
2011-01-02,1695837a-dc7a-4580-aa5e-5d5053432239,1281,湖北省
2011-01-02,7f8034e3-6d3d-40a2-8513-4656288f3eef,510,陕西省
2011-01-02,70609ec6-8075-4914-aa9e-a8b9ce3935f9,779,山西省
2011-01-02,4ed83f5f-3589-4921-ac33-9f3c4554940b,2619,陕西省
2011-01-02,aae77a42-93e1-4201-a3c2-b8f4875ae698,2839,湖南省
2011-01-02,9f198774-8ae1-40e7-8992-c7107d04b78f,2905,浙江省
2011-01-02,a9c9824e-670a-4294-b2df-8007b5601279,1414,云南省
2011-01-02,1c0ca225-4af6-4c36-b8ad-98cfe9fbeaf9,1422,安徽省
2011-01-02,4b88f253-483d-4c41-87ab-3bac0cc10255,779,广东省
2011-01-02,4758a454-5703-4ac0-b237-6dd142455936,2027,四川省
2011-01-02,d261edd2-1673-4a47-864d-15bb7e502f03,151,贵州省
2011-01-02,68953d36-ad91-416a-ba9c-028ea94d44cb,756,福建省
2011-01-02,26581659-021b-4013-953c-0daf0b37b0ec,2003,江苏省
2011-01-02,b4be0cd4-a9a8-4f64-bf9e-0cdcbf13949b,1757,河南省
2011-01-02,5154f64b-1833-40f6-97d6-53807570d724,1563,辽宁省
2011-01-02,f5b6c508-6c79-4e5c-a02f-efe1600b997a,2485,江苏省
2011-01-02,4681b5fe-b1e9-468b-a6f5-9f98f5daa841,1931,山西省
2011-01-02,d1a62946-f470-4782-9461-fde425c759e2,2416,江苏省
2011-01-02,6d49171f-4522-4561-a191-4514e3d2a5d3,1171,江苏省
2011-01-02,a92ca744-b61d-44dc-ad03-7d99842e2b53,170,广西省
2011-01-02,25b46bc5-e686-4de1-b382-ef105261752f,2517,浙江省
2011-01-03,a59fcc9f-fd03-4232-9da7-6ef73ceb4aba,2696,贵州省
2011-01-03,0cdb43a5-3a61-4ae9-b67a-f2216f2f0f79,1890,云南省
2011-01-03,0fec45b5-6f3d-4906-a057-f5dc87bb6891,2231,贵州省
2011-01-03,6c36b4f8-b4d3-4ca0-94dd-d0863e695e40,914,山东省
2011-01-03,cdec53ab-8c14-4d56-afc8-6512bd82f5d3,1021,河北省
2011-01-03,24c1f00b-04b9-474b-a2f5-a893c47667f2,2317,河南省
2011-01-03,8c4b533a-ae2d-4999-b6cf-697b0bb13ad0,2820,江苏省
2011-01-03,b7c03fa9-7d1b-4899-af6d-9bd1351b5ffa,2511,江西省
2011-01-03,a36f798b-ebc3-49da-916f-dbfdf671b839,401,安徽省
2011-01-03,e4c89af2-a913-428a-868c-a1543bfd2bf9,1009,四川省
2011-01-03,9c666d73-ff4f-4e4f-9512-b4686b26465f,404,河北省
2011-01-03,fcf3536d-0599-4805-b41c-a2fc144ea2fd,424,江西省
2011-01-03,92411893-3850-4826-916f-03170721a5ec,1054,江苏省
2011-01-03,75e55dec-ca67-4598-a0fa-38f1923e64f9,2388,浙江省
2011-01-03,6a8502cc-238b-46fe-aba3-c101755b120b,1983,云南省
2011-01-03,617e9bd6-47a5-4273-ae73-238f11dce4b1,2222,陕西省
2011-01-03,285ec826-c89e-4b23-b14d-c395c1c648d5,775,安徽省
2011-01-03,6b356037-ddfb-4822-b8c2-3be097313f04,580,山西省
2011-01-03,140303f5-5c32-4d57-aafc-3a48065c0164,1669,湖北省
2011-01-03,8aa77922-d397-49bb-8827-96729ee46fc6,1698,四川省
2011-01-03,36de8221-1ed5-4471-b86b-bb7e111e5a01,1837,江苏省
2011-01-03,d9b602e6-f8c7-4f69-806c-43b3018d4b43,1084,福建省
2011-01-03,6ba398eb-f514-47c2-a4c0-763932b16475,1706,四川省
2011-01-03,d08c12b6-50fd-472a-8772-9e79428db480,921,云南省
2011-01-03,0799d75f-0aca-40d0-86b4-ef25ca71e0d7,1048,贵州省
2011-01-03,3c8dae39-6fb8-446c-8496-6f115a8c6a0d,1682,浙江省
2011-01-03,fbedbb8b-f05e-4dc0-868b-ab30c02e68cf,1284,四川省
2011-01-03,7ffa8709-8140-4fe1-97ec-30a71461a358,477,湖南省
2011-01-03,c5aeb26b-3af0-4378-aeb9-b4988075ec51,1448,广西省
2011-01-03,fb14caca-8e50-4839-be51-8c7afbf45ba3,610,湖北省
2011-01-03,f001501a-6c82-4807-9534-8ce7fc55b635,662,四川省
2011-01-03,60a400aa-aab4-4862-aa62-6e686269a7ee,2160,云南省
2011-01-03,862aa93d-3a94-4f40-801e-9d5af8fa4149,1405,广西省
2011-01-03,121ebd27-a208-468b-82d1-091250872383,632,河南省
2011-01-03,f8d98236-3256-4571-8c0a-d7fee148964a,1507,湖北省
2011-01-03,447302e0-4003-440f-96ef-57af9b6029e0,2866,福建省
2011-01-04,811b3434-9181-43a5-8459-a17681a5b657,1214,河南省
2011-01-04,de02efd8-54c5-4e9d-b054-1a17f6d18c11,1517,四川省
2011-01-04,76606272-20b4-4e93-94da-d2782564cbd7,982,湖北省
2011-01-04,c9ce6000-146f-4d71-ad0f-a32a42592c37,395,湖北省
2011-01-04,a2ea94ad-1fc8-4c7b-96c5-d2ea09860509,329,山东省
2011-01-04,ae9675d3-1608-4616-9d63-00e8843ecfd8,2053,江西省
2011-01-04,fbb489af-91a9-4d1f-b223-c3d546e3ee0c,1205,广东省
2011-01-04,7b4543f8-64da-4f11-8e8c-56194222572b,2502,陕西省
2011-01-04,1aad4d43-d7cd-4234-bdf8-45b5bf07d309,1112,云南省
2011-01-04,42573db4-c562-43b3-a1ac-3430f6fff866,852,辽宁省
2011-01-04,c8965d48-be62-498d-a1f6-b38ccee68491,262,广东省
2011-01-04,193aede8-8fa4-417e-8e05-2bcfcabd0832,305,辽宁省
2011-01-04,b21b50c8-7561-4c12-a324-b904c17d0a70,1378,四川省
2011-01-04,0fdf5105-c711-421e-bcf5-a42fc8b87542,126,江西省
2011-01-04,55ceabc6-cc2e-4c3d-967e-161ec441b50d,871,四川省
2011-01-04,a4d1bbd7-6fd0-421b-b138-8b78dcbb2574,176,广西省
2011-01-04,1921aea7-e0e7-40bb-be75-421fc1c00e3c,1134,湖南省
2011-01-04,d8fbaa42-99f9-4d75-a44a-6b8fec3c6367,1143,广东省
2011-01-04,20722ce6-89d8-4196-a926-8ab243b0a9c1,2748,云南省
2011-01-04,e26d55ad-ce1a-4e75-8e66-45e66c27ab69,479,江苏省
2011-01-04,8bdd435e-fec2-4bac-b388-e144d933e56a,643,广东省
2011-01-04,ac18d647-bb05-4eb1-9996-e640e640a4d1,2322,广西省
2011-01-04,15fd0cac-d8e8-43b2-a061-58ef7a4a5b54,1757,福建省
2011-01-04,391a595c-ee4b-46f8-a32d-02fcd336adff,328,湖北省
2011-01-04,34f81392-16c6-4ec2-802f-3a7a2a91cdb2,847,安徽省
2011-01-04,6413851e-99d7-4397-8ad6-aa24ad9e6097,2639,福建省
2011-01-04,0396e07a-bdcd-42ac-8573-b9e357b8137b,733,山西省
2011-01-04,7cda01f1-829a-4a90-ab47-c4458476dfb7,1146,安徽省
2011-01-04,ebc84954-1864-4140-ab83-3becd58ff4e2,2464,江苏省
2011-01-04,7cd367be-9509-4066-bbea-efe61411c7e0,2034,广东省
2011-01-05,a5521149-ee94-4713-9320-dfce9e1c1ea2,1773,福建省
2011-01-05,9e90a301-322b-4308-a4b1-5ac76f89d5f0,2654,福建省
2011-01-05,1e9612f5-16eb-4b94-bfc0-f4a1016bc827,1589,云南省
2011-01-05,495a8608-3cd2-4719-af59-fc35c8eacc49,2607,山西省
2011-01-05,f07c864f-c7bd-40ed-978f-d0fd5dd100cd,723,贵州省
2011-01-05,e13e4370-87f4-4272-8246-0c173d366ca3,1004,浙江省
2011-01-05,fd6bddb1-077f-4eb2-a700-efc29225fc82,2321,山西省
2011-01-05,354b47dd-8a30-4942-b7d0-909dc9ff3c24,985,河北省
2011-01-05,41464bc8-35a9-46f7-9812-9da893c96168,2376,广西省
2011-01-05,15ecc451-cfc8-48de-a879-fa2d4804dd47,897,贵州省
2011-01-05,5d16b2dc-0799-4104-8fbe-c8205610d6a5,2551,河南省
2011-01-05,6381c6af-5428-44dc-a36d-9eb1df1c980d,679,贵州省
2011-01-05,81e65b34-4dfc-4dc3-8386-c8ebeb541ee0,2299,广西省
2011-01-05,8205bdc5-5909-4c64-9bc3-d503cbe40a18,2553,湖南省
2011-01-05,5edbff6f-45e2-4c9e-9ae2-ce08b9d5aaa1,107,山西省
2011-01-05,fedc3ad9-2a66-47ed-bab5-3a7f3e54438d,460,江西省
2011-01-05,efe77b9d-01ab-425d-a932-fb3cd3feb796,2735,河北省
2011-01-05,cab3b7b5-bb64-4698-bf33-46ac5cd6732b,2254,山东省
2011-01-05,24e1449f-6a96-42e1-b427-1ad38b59bc94,1696,山东省
2011-01-05,c9c4476f-b7f0-470a-a603-624206112d2a,2059,陕西省
2011-01-05,fbd17fc9-eb75-4566-a70c-1c83e5352d1e,2287,湖北省
2011-01-05,615e519d-d033-4218-b525-98c916ce5512,2584,四川省
2011-01-05,a26c60aa-0df8-4db3-91f1-9ab460f7caa4,2384,广东省
2011-01-05,259754bb-b051-48bb-b0be-4a0877baadf0,1690,广东省
2011-01-05,3e46534e-cbda-48ec-a303-7b5d3270f8ee,2644,浙江省
2011-01-05,296ee36f-9102-4b32-bec5-d4c55db48872,2263,云南省
2011-01-05,1bdcd927-c398-4818-b394-2ac15e7ce9ca,202,贵州省
2011-01-05,41f7b277-902b-46fe-b2f5-af833e0aff0e,2233,山西省
2011-01-05,2c7dcde5-b815-4684-98d1-b7be42c6e96e,833,湖北省
2011-01-05,a8601a23-87f9-4330-b7eb-fa0778c2fbcf,1028,江苏省
2011-01-05,9dc4693c-e6c0-4440-a360-c18de7f3585c,1397,福建省
2011-01-05,9cc66a14-5eb1-4522-b544-77bdb507825a,2645,福建省
2011-01-05,18be6cfc-0f47-4d70-b664-9c3bf9c50ecb,2150,贵州省
2011-01-05,51afa03b-20c8-46cd-a5bf-0beb1e7668e4,198,湖北省
2011-01-06,d83b23d0-0ca0-405d-aad5-b7bdc3181817,2150,贵州省
2011-01-06,9936f8d9-66fd-4b39-bcc2-83a603b1a7f6,645,湖南省
2011-01-06,5024d219-b1b7-47f5-8274-7989ffded482,2881,河北省
2011-01-06,04bce3f9-9adf-4a5a-a5f9-4b4567f05cb9,1928,陕西省
2011-01-06,361283db-0987-4503-b941-274ef28d90bd,1483,河北省
2011-01-06,2bbd1dac-827b-4fe1-b2e6-e5799c41257f,1686,四川省
2011-01-06,dac56602-4da1-4afe-a553-625ecbc497ea,1124,福建省
2011-01-06,7db38b10-895c-4349-834d-e6936cf06ac3,767,辽宁省
2011-01-06,75658b71-3942-4596-a784-fdb64ca7e01b,2707,山东省
2011-01-06,2c8b4fdd-9200-47f8-84dd-8435cfcd8426,652,河北省
2011-01-06,7d2e4a7b-8332-4f07-8207-ff51372d0ea7,170,广东省
2011-01-06,5a0ff186-f5d9-42c2-b284-fed6eeb05875,291,河北省
2011-01-06,2e6a6082-26ed-46e5-9ce3-6b0c004baed5,2135,陕西省
2011-01-06,0930f750-a41f-4473-9327-39b7cb527809,1392,云南省
2011-01-06,7deaae44-6296-4adb-81f4-790973a84056,354,浙江省
2011-01-06,05151857-8a6a-4004-bc70-dc6aa0dbbd79,1472,四川省
2011-01-06,c02b4f7c-6a0c-47a0-a033-ab9ce7a5d3d5,285,安徽省
2011-01-06,9ec83454-4ac6-4848-a447-f78b17666739,1988,山东省
2011-01-06,84ea6f9a-eb5b-40d3-bf3f-72cf6f3e3ef8,1129,广东省
2011-01-06,2ddd27c8-108b-44b6-ac88-6a55ad5a798f,144,河南省
2011-01-06,6888e52f-a8cc-472f-9c52-d97c1ab3594f,1641,山西省
2011-01-06,db1b42bf-a657-4566-9a2f-c8a48e559278,252,河南省
2011-01-06,5883ff0b-b026-4a4e-8656-2830852e20d9,671,广东省
2011-01-06,5508a235-9b58-444d-b18e-d374b203e759,2678,云南省
2011-01-06,b5b28d75-43fb-41ba-a1f3-caf64a6f13a3,2299,四川省
2011-01-06,886ec742-37d9-483c-a60c-716b26e8c48c,1593,河南省
2011-01-06,b78dfe4c-c082-4084-9041-229623686a1a,990,山西省
2011-01-06,88eed39a-5d66-4ea6-8e45-07412ef3b947,2617,安徽省
2011-01-06,b59f2fde-33dd-48ac-90fd-d85d72564e08,1467,云南省
2011-01-06,d768114e-e7f6-46a3-9f7e-ac65bb6d9aa9,2168,贵州省
2011-01-07,f5fadbcf-d008-4e68-9d01-38ea9a5afff1,1595,安徽省
2011-01-07,90f947eb-5801-483c-89e2-0cd9355f6a10,2477,江苏省
2011-01-07,b6b16741-c154-410a-a0fa-837960e672db,908,广西省
2011-01-07,3e2d4639-2a0a-4c9e-b2b9-61c00b133675,352,江苏省
2011-01-07,0090a6f1-ee47-48eb-9f6a-10b0a2d4562f,359,辽宁省
2011-01-07,92cabcdf-d6a3-4ac3-961f-4e0cf9795819,550,广西省
2011-01-07,aabfd833-60ee-4d4f-8f05-758d6e04794b,1153,江苏省
2011-01-07,e30d5b53-ac62-4f9b-9b3a-5edbdb9cc618,948,福建省
2011-01-07,258525e4-37ab-4b91-a324-b4709ce71dc4,2094,江苏省
2011-01-07,f3655369-3616-4fd8-838e-987e96bd1751,1031,湖南省
2011-01-07,06ae47b9-139b-44e5-8d40-df09a5a4e2a2,2218,贵州省
2011-01-07,d8e2631a-4cac-42f1-aa30-d0bbf96ec4f7,920,福建省
2011-01-07,d21bdd07-0386-46bb-bc41-1879ec5d12b1,1686,湖南省
2011-01-07,91c08c32-369b-4a70-8ad2-4e72e079c856,1592,四川省
2011-01-07,5c331525-ca6a-4300-b626-5cee77be0755,962,山东省
2011-01-07,95e8abf8-ce19-4c2a-b529-401b68b4ddab,1132,云南省
2011-01-07,c09af17d-6354-4c50-9588-3d35c7942637,2549,云南省
2011-01-07,c290b224-c55d-4a68-be90-5ec1fac61c5a,282,河南省
2011-01-07,f951f808-f174-47f6-9f62-40e3cba3b60e,2045,广东省
2011-01-07,abb4a378-0c68-4385-89c6-b2e04422e8bd,684,辽宁省
2011-01-07,a51b2d6b-bdbf-476b-a846-978076b71de2,1090,河南省
2011-01-07,60aa6d27-30b3-4a2b-a838-87c15b12a915,1018,湖北省
2011-01-07,b6d53102-5a30-4028-853b-75f93a3f935e,617,广西省
2011-01-07,94474dec-3a77-48f8-ab6a-110c301860ba,2069,湖南省
2011-01-07,15360e23-de57-433d-a957-d97612397935,1099,福建省
2011-01-07,35218cef-3530-455e-8ec9-fe8fc2d5f363,1677,陕西省
2011-01-07,be19f3d3-8039-470c-bb05-2101dd7735fb,1126,江西省
2011-01-07,ab09f084-c2e8-4ed9-92ad-df7faf2841e8,2576,福建省
2011-01-07,d9308b74-b6b5-4bdc-bf0b-50d773600956,1825,湖南省
2011-01-07,51190b9d-3c91-44f7-b285-0447fe74b1d0,811,贵州省
2011-01-07,2450ecea-6d70-4c68-a872-5d320f665245,2328,河北省
2011-01-08,20ac2908-f275-4c67-bbb0-43952e906470,2823,贵州省
2011-01-08,d79ca788-1f74-4cfe-bbf6-2c364426442c,640,浙江省
2011-01-08,64e8b2cc-4495-46e8-900b-1d0d447a0645,2013,湖南省
2011-01-08,2975232f-e895-4e68-a4e7-db013200bef7,1182,陕西省
2011-01-08,3246cdf6-7e2f-478c-8742-c9d9a05cf54b,1833,云南省
2011-01-08,de09122a-69d1-42fc-8fc3-296065cdf064,1464,陕西省
2011-01-08,85aef567-7e99-41d9-a5ae-dda353b0fc4d,1606,辽宁省
2011-01-08,ee30d676-e142-43ab-9532-f62cfad71dd8,2509,安徽省
2011-01-08,eaf2fee7-41bb-4f93-95ab-d4b43b5ac49b,600,四川省
2011-01-08,24de1762-7191-47f2-916d-9e45f668109e,2823,云南省
2011-01-08,1e7ae68f-837d-4935-952e-b630ab95aa24,320,河北省
2011-01-08,70e96aab-b6e4-4d45-b755-f6090fe82c92,2867,安徽省
2011-01-08,e3d30e5a-f89c-45c1-8851-6f03a1e594bd,1215,广西省
2011-01-08,84cbfc87-95ba-4b31-950d-ef1289ceb740,230,福建省
2011-01-08,e7d1e841-932b-4b46-b4b5-8a9d5636372e,1387,广东省
2011-01-08,e7200a86-30fb-4ad3-be39-71585c6ded84,391,福建省
2011-01-08,0b2554d2-fd2f-4084-96d8-57411bff1b2d,903,江西省
2011-01-08,19ad493d-a1a2-4589-93a4-8a6a4fad8c2a,674,湖北省
2011-01-08,665f7650-6a28-4afc-971f-1a262bcbf131,1684,江西省
2011-01-08,ea9b578c-2ac2-4e35-a028-e980eb22ef87,228,广东省
2011-01-08,65d671f5-c7c2-4f24-b9b5-48d0c338cbf6,949,福建省
2011-01-08,db2d1841-2846-42b0-bd4f-f46145cb90fb,2583,江苏省
2011-01-08,fea80cda-3c50-4dab-b0de-bc93dca0ffd3,1750,湖北省
2011-01-08,038c735c-1fc3-4d17-bdb9-e85a616c149d,1659,四川省
2011-01-08,d5aa00d8-fb22-4d6d-b9bc-0949ba8d8cc3,772,山东省
2011-01-08,0521766e-8442-4d88-97dd-7c42fe6e6dd7,718,湖北省
2011-01-08,70d04585-b591-4114-a5d7-7833d1f5b69f,1261,广西省
2011-01-08,7283a12e-1446-44fb-8a28-07afb6497aad,2492,福建省
2011-01-08,cc04317a-4b9f-4b37-a113-ff7beafa7758,1205,贵州省
2011-01-08,b2a0cd3e-4f7a-49f6-977c-26aa375bfe5f,1172,山西省
2011-01-08,e9bcc389-9436-452d-bf21-b693d550318c,477,江苏省
2011-01-08,7ce13142-8bcf-4a1c-9d12-26ceb875467c,1487,陕西省
2011-01-08,8ba98eb9-3dd6-45f8-865e-5555499fce1f,211,广西省
2011-01-09,cb307cdd-c981-4dd0-9387-46a54ce92b88,2971,四川省
2011-01-09,b7f1d0e2-70b8-411c-99ab-46caaeab5792,850,江苏省
2011-01-09,e6952341-f58e-489b-9469-16c92bc8a342,722,陕西省
2011-01-09,b64e0b38-f5e5-465b-bf87-ac28f6400375,2992,陕西省
2011-01-09,d83ca92e-3c72-4756-88fd-798dde77557f,897,贵州省
2011-01-09,ddac6a99-7792-4832-8672-68228b42cf42,217,河北省
2011-01-09,714508ed-1349-454c-b20c-9bbd5aa69fb9,765,辽宁省
2011-01-09,08359693-fa39-497e-ba45-bd58845d1447,727,云南省
2011-01-09,76d1ca42-f4a7-4058-9ef7-a6b132c1f274,1196,河北省
2011-01-09,79a737ca-0c1d-451d-a817-acce9db603e2,1238,山西省
2011-01-09,c4f246d3-83c3-4609-af39-2363183d6c99,2285,安徽省
2011-01-09,32d6c195-58be-4e2f-bf49-04b860e986d2,2161,福建省
2011-01-09,5d4d726e-c048-4472-826c-2494c9db4e6a,2484,广西省
2011-01-09,a5a658a8-ee48-45d3-92fa-e5b1465c1ce3,2155,浙江省
2011-01-09,876edc6d-9abf-4aa1-878d-22c97b78b8a3,1792,山西省
2011-01-09,defdf530-96d8-42db-ae68-1156cd08a340,714,四川省
2011-01-09,56051d4e-9da1-42b0-ae0c-6dbcd9e40c08,431,四川省
2011-01-09,fc39f0a6-b0ea-4268-9d04-2636f2290a72,2547,山东省
2011-01-09,46279923-f627-4d3e-a848-759680f6d41e,2165,湖南省
2011-01-09,fe925462-5d6a-4d14-bebe-fcc5b1cfc9c7,1290,辽宁省
2011-01-09,1cc9046c-a3f5-4606-a09b-1aa7f840a614,1059,河北省
2011-01-09,aced5427-98c8-4590-a358-d70eaea86c8d,1117,江苏省
2011-01-09,a6a75fbf-af5d-4970-a5b5-651dd8453c41,881,江西省
2011-01-09,c923d1ae-e7bb-41af-ae53-ec94dd3d61c0,2122,贵州省
2011-01-09,add2fcac-7409-4c35-a47c-362001dea5cc,1205,河北省
2011-01-09,884504ae-3919-4257-82b4-898b261e24bd,910,广东省
2011-01-09,195bf8f4-deb3-42e9-a88a-7f882f3f7314,1638,河南省
2011-01-09,b1af888e-9642-4946-adb4-3b35b018a256,510,福建省
2011-01-09,4bc86e9d-815b-457a-a8b5-c694e28f25a8,2074,四川省
2011-01-09,fc7c88cc-2d81-443f-bfed-5fb45e5ddf5f,853,辽宁省
2011-01-09,f9df838d-eb61-4f2d-8648-e55f0baf931c,2757,广东省
2011-01-09,aac1719f-483c-4d96-8ed4-f7e9ca63e98b,1803,四川省
2011-01-09,66172d43-e177-40d1-952e-6bc90292b220,1975,江西省
2011-01-10,ef39125a-0b3a-49be-890e-ea351cbda60e,875,福建省
2011-01-10,a4760b3b-a89d-4aef-9db8-69e30ef52513,2065,山东省
2011-01-10,f8256539-3a7d-48bb-b657-60ea2d6e3a40,515,浙江省
2011-01-10,b7ef352c-f6b9-4ea0-9c3f-72f944d2c968,1654,安徽省
2011-01-10,33740ff4-9d4a-4ba5-aee4-aec077b9af2d,2565,江苏省
2011-01-10,e3ecf007-1cdd-471c-ab1e-29c1bb77f717,1115,广东省
2011-01-10,42231eb0-751f-4299-800e-0fd61da5ecde,2344,辽宁省
2011-01-10,b4d2030a-b959-4474-af37-d6656a20e241,652,福建省
2011-01-10,4cf2254e-0213-4f1e-a453-432f1611a034,2694,山东省
2011-01-10,ef6aa321-954c-40a1-831c-7ea54f268899,2217,广西省
2011-01-10,54a92832-53e7-4b8d-a5fa-e557e2373434,1250,河北省
2011-01-10,9c5ac637-689c-4ae9-ba60-bb2212a80874,2048,四川省
2011-01-10,b026d2b7-a9b1-4426-b917-fe00e36c6f4f,926,安徽省
2011-01-10,67e5f6c4-e7e9-4b26-9d5a-99ef9375782b,1989,山西省
2011-01-10,25668051-8f5c-4ef2-b169-9dff2039137b,1821,江苏省
2011-01-10,396d1e3d-aa9f-4c10-a2bd-bb836c76dba6,1709,广西省
2011-01-10,7bceea22-46ad-4ccb-b67b-37f5d6d1ae62,1672,陕西省
2011-01-10,b2b46fe4-d64b-41f4-ad47-9bece04356e2,2005,云南省
2011-01-10,8a0706c0-bd2c-460d-8e26-570443a5ab04,653,云南省
2011-01-10,318b8616-1fac-4745-9363-3dd91d5628fe,564,广西省
2011-01-10,d48cea8e-f059-45b0-bf51-ff7709d9128d,2520,陕西省
2011-01-10,0134c16c-ac29-4221-853a-ea482cf78115,785,湖南省
2011-01-10,bfe5a16b-1be0-400c-8c67-1e643f65fa3d,748,湖南省
2011-01-10,91924345-2d29-4954-a664-b1af671e8969,277,贵州省
2011-01-10,2e99c6f1-ba8d-4b69-be19-a9fd7c752795,2284,山东省
2011-01-10,a9a170b9-0627-49b0-b952-0573fe9d0cb9,965,湖北省
2011-01-10,557c0694-eefb-4996-bdfc-b3bf8a9ad627,2879,河南省
2011-01-10,5e4b3b4f-7779-40b5-8962-0a4112be4e5b,1942,云南省
2011-01-10,35dff201-e866-4144-8007-502eb233d6b7,2472,安徽省
2011-01-10,bb8fc736-cd1d-44b7-9a75-e67d9e8db07d,926,湖南省
2011-01-10,72cce814-5d08-48d1-8d58-f990a8b6be74,2273,贵州省
2011-01-10,68e66f8a-f6f7-40c9-929b-cd4660e3b8b6,293,江西省
2011-01-10,e7e93389-21ce-4d9c-9902-a4823f54f613,2389,陕西省
2011-01-10,8b876ee7-be93-4d2a-a219-7b9e9a1adffd,111,湖北省
2011-01-10,1c4580c8-23a5-4a72-88a9-8578707beab1,1784,广东省
2011-01-10,619dca08-be57-4b15-bc6d-b70d15425dc5,746,江西省
2011-01-11,3249c7cb-c1e7-4db3-ab41-c2d65fdc905a,1035,河北省
2011-01-11,5154c8c3-ec9b-4c8f-a3f4-0bdf124c9de6,1418,江西省
2011-01-11,df86c224-5da6-40c3-b37f-0b37ec5d1e48,420,广西省
2011-01-11,9b01007a-1eae-4955-8839-de7c8d675808,2155,山东省
2011-01-11,154343e1-d84f-4fdc-9023-9913fe572663,1916,四川省
2011-01-11,2b751bc0-e44c-41bd-be78-ffb9be87f809,465,广西省
2011-01-11,cfbda7e0-7532-40e0-9416-a53da3f4a0a0,474,江苏省
2011-01-11,ca7c4cf7-d5f6-4c10-b8f4-0597cd4414ea,2899,江西省
2011-01-11,52390299-52bb-474c-84dc-cd1a5b8f980e,2570,江西省
2011-01-11,47582683-9896-462d-b4ff-85bae2f4f5bc,1108,河南省
2011-01-11,a40b17de-66ab-43cf-bd9d-e5efe3c4fcf6,1442,贵州省
2011-01-11,4218f064-28d2-4ada-9454-050d8ed4cb9b,2369,江西省
2011-01-11,9d08a52e-1e7f-4a30-9c77-974ff5c2d995,690,湖北省
2011-01-11,7008b0e4-6f85-404a-828c-52458ed3a55e,2198,福建省
2011-01-11,1968dd91-2d5b-42c3-bb89-73ed937f6649,2736,广西省
2011-01-11,776cdc3c-6bbd-43dd-9829-daf32125ee31,623,四川省
2011-01-11,6889d4f8-e237-4821-8821-a5a229ab7665,554,江西省
2011-01-11,dfc529eb-e09f-4338-99d3-413af1f26d2a,2325,江西省
2011-01-11,46d6ede6-6b6e-461b-aa93-12faa77c925f,378,辽宁省
2011-01-11,bc17555a-d1ba-4554-bef0-df0faad17826,872,安徽省
2011-01-11,4ebffe32-01ff-4d40-ae68-f76020b65b97,2647,广东省
2011-01-11,5c94e68b-6fc1-4953-9d1d-2190da8395cb,2105,湖北省
2011-01-11,a31c4ddd-4180-41a9-bb9c-92a4497885b7,2158,安徽省
2011-01-11,13343a91-09a1-4a07-ae92-ca3b128931d7,277,陕西省
2011-01-11,8e0d4f3e-bdbb-4584-86d0-b2ef7d36816d,1586,浙江省
2011-01-11,47106df5-6074-4b4e-b6a5-5a4a0e798a07,649,贵州省
2011-01-11,127b3d6f-6dab-43b2-9720-4cbc1d16fe51,2902,河南省
2011-01-11,81585cff-27e7-4355-b545-d387234e6164,982,辽宁省
2011-01-11,21404f91-113c-4317-a3df-85042f16390c,2143,贵州省
2011-01-11,a08dc860-77e0-4a5d-9abe-fd840c8a9658,1172,广西省
2011-01-11,3bf09dde-f298-472e-a741-c33fd7e344e1,1748,河北省
2011-01-12,ec2bd6e7-d717-4136-8aa3-d1f38dd99abb,111,四川省
2011-01-12,b28322fb-8ec5-447f-a6e7-0d42c5adef91,2445,广西省
2011-01-12,480586ca-8a59-4fde-8fb3-c6d7da26a78c,1302,河北省
2011-01-12,b8e25235-f44b-42f7-a561-5c71e2fbb309,497,四川省
2011-01-12,e049b515-f261-445c-947a-dec6e31a7462,1188,江西省
2011-01-12,c2133e60-aeaf-43e8-9b80-d3dd957e1f6d,442,江西省
2011-01-12,1e7b3e10-5f39-4fb4-b367-9061efa7e8a6,1186,广西省
2011-01-12,f8d26ba1-bd65-4c44-87d5-86842801f8b3,1282,安徽省
2011-01-12,62198c98-30ba-4f3a-b9ef-66e004af17d4,2423,浙江省
2011-01-12,97328271-4582-43fd-bd27-6c46d55e9fde,980,江西省
2011-01-12,d62f4c37-0cb6-4b20-baa6-900b96897226,2251,江西省
2011-01-12,82cc2856-bb5e-43a7-a212-2b3ede7feac0,2866,云南省
2011-01-12,1c76496c-5557-489a-8e15-62245aa8fddd,2614,辽宁省
2011-01-12,28129f35-fc40-44aa-84c2-b55c9c18aa0f,2195,云南省
2011-01-12,e4b7ec1c-bfcd-4bf2-ab5c-8a38bd485383,2802,辽宁省
2011-01-12,ed975e50-8d2a-40f7-8fec-3f94734dfa9e,1386,陕西省
2011-01-12,7c4a9163-4864-45d1-9845-68fba6380123,178,云南省
2011-01-12,8ce283e5-fbec-42e7-9d10-fc4ac32f2625,1686,广西省
2011-01-12,e4a645b9-12d1-4ff8-84cf-bb6b41992c6a,1024,湖南省
2011-01-12,46e16b6c-6855-4c64-a3b4-ed3245662c04,2401,山西省
2011-01-12,81aef618-05af-42cf-adcf-e4a6139ba87e,2119,江西省
2011-01-12,a2960bb9-ce0e-4938-8460-8a2ecac40bf2,1740,河北省
2011-01-12,3f69d188-9beb-4ba0-a085-015ccc1b9dd7,744,广东省
2011-01-12,7673cce6-5209-478a-b33a-50fdce9c3857,357,河南省
2011-01-12,35b1d7e3-7d9b-4e16-a41f-38393399ae29,361,湖南省
2011-01-12,9542a8ab-e57d-462d-9e12-0ece2bacfa16,1369,福建省
2011-01-12,244534f2-06cc-4299-a588-b31710268b2e,412,安徽省
2011-01-12,e32049a2-098f-4af8-aeb9-d1e85757d8f1,1812,广西省
2011-01-12,01cc8861-cfcb-4421-a45a-921b8d6621ba,358,四川省
2011-01-12,da1c7e96-b121-4d28-8dd7-e3b62775da9f,2200,陕西省
2011-01-12,2da6774d-a602-4055-bbf1-d0278f3506bc,2996,山东省
2011-01-12,f7a7d198-937b-4399-9d21-57a70691ada8,1502,江苏省
2011-01-12,af616b03-d6aa-4935-960a-488b44328a08,1980,江苏省
2011-01-12,57e3d956-c962-4b6a-ab6b-064db1d74549,1910,江西省
2011-01-12,09fd741f-d799-4e44-b9df-ec1676ab3399,2016,河北省
2011-01-13,c9d4ab44-ce94-4e31-82d7-959b730dd4f5,2577,陕西省
2011-01-13,151e9ee5-7767-42a2-892f-ccc5fe62c27a,194,云南省
2011-01-13,6993a023-3db6-4052-afd7-5fbca26723a2,1236,辽宁省
2011-01-13,4ee03ca2-334e-4473-a84c-e041ea2a5189,618,江西省
2011-01-13,da173993-05d6-40d2-9667-8df8173966a3,399,江苏省
2011-01-13,a326d8b6-a244-4d5b-a5c3-26da2bbe034e,2036,广东省
2011-01-13,2fb234f8-96a5-41de-9494-e4eb7ffc4b9b,2892,辽宁省
2011-01-13,2a6c7765-38d6-47d2-846a-dcaf92d1a5bf,556,云南省
2011-01-13,942acd93-e096-4063-93cc-badce2307976,656,贵州省
2011-01-13,4eb17446-5b68-4f6d-9e4e-495db9f8534b,2074,江西省
2011-01-13,7e085c2b-3cad-479d-91c2-20c6615e2c9e,2802,山东省
2011-01-13,3233e174-679f-4730-a2f3-a0f8bb6dd205,1917,山西省
2011-01-13,023e05ef-d136-49b7-9081-72c44f443a77,2753,广西省
2011-01-13,819f7ead-31b7-43fe-8ab2-93ba5fdf4e23,969,江西省
2011-01-13,9239e8df-8977-45ae-ba24-62fee8656e4b,1905,河北省
2011-01-13,6635b21d-4157-4f3a-b86d-2ed4bf0711a0,2827,云南省
2011-01-13,c5494d8d-8eb1-4f4f-8f5b-aad3713346e1,1972,江苏省
2011-01-13,155414f3-db56-4485-a343-1d6d91b6c924,2331,福建省
2011-01-13,34028534-44ef-403c-8078-e53b4b5b6ef6,1406,湖南省
2011-01-13,f73123d1-89be-463f-bf6f-d9f307c604f3,321,山东省
2011-01-13,3533ceee-59bd-48d6-be7f-e85f0490724f,2193,福建省
2011-01-13,74055ad8-7bef-4940-a677-8dc175c0b128,1994,山西省
2011-01-13,6af352f1-857e-4740-a194-d0420f4a4496,817,贵州省
2011-01-13,5c5406ce-c9cc-4aa3-850e-f157c1a44bf8,1783,江苏省
2011-01-13,aa28e253-4768-4d34-a4b6-a2d4521fc453,1216,广东省
2011-01-13,388a6226-16af-4384-95a4-2482cea7a136,850,江苏省
2011-01-13,a669e6b3-7b44-4815-ae13-f2c0f1a6dcf2,792,贵州省
2011-01-13,c9fef909-7ebd-4e2c-8d4d-dd77ccd99a9b,2508,河南省
2011-01-13,4b331a75-fd53-4653-b296-302a40219431,190,陕西省
2011-01-13,a585c3db-98b2-481c-9456-dca7d8ad0220,1873,陕西省
2011-01-13,fd7520c7-a016-48e0-b0a1-6f1402cee748,2019,陕西省
2011-01-13,07df64d8-f2ee-43cb-b56d-a0ff97a4e9b0,1478,云南省
2011-01-13,5bc44ccb-eeb8-4688-ab16-b1cee3952634,2440,广东省
2011-01-13,ed50d944-1cce-4bf5-a08f-b416519da552,489,浙江省
2011-01-13,35b57d6c-470a-4a95-a979-ffefa73d7a98,172,江西省
2011-01-14,9d86f9c9-8b33-41de-9fa4-df3468ccc605,1468,福建省
2011-01-14,c75abcea-2598-4413-a931-1c6352e18231,2564,河南省
2011-01-14,f853b82a-2f08-4304-9ec4-56794be4a6df,2275,河南省
2011-01-14,4f62b16a-00c3-4f9a-9cb9-5dab0cbbab3b,2313,贵州省
2011-01-14,6f835356-b9f4-4b55-b1dc-df39f901573e,2562,湖南省
2011-01-14,de666986-b323-4ac3-be4a-f70ea3a624b2,2637,广西省
2011-01-14,e7f68d43-8e59-49ce-ae65-558433180daf,446,江苏省
2011-01-14,a2168e43-d049-486a-848c-e81fc4265310,2937,辽宁省
2011-01-14,8402593c-2853-43eb-a6c5-bd63b535f137,721,江西省
2011-01-14,3aea0bad-3fa7-4e20-9c87-28cb01f59937,2870,浙江省
2011-01-14,77841598-9cdc-4c4c-b493-c67546ef66fa,898,河南省
2011-01-14,d75b3a96-02a0-4a44-91bc-7faf4bc81149,1477,安徽省
2011-01-14,bf1553f2-49e5-4340-8a8a-3e4f158c55a4,1844,福建省
2011-01-14,c0184a43-3320-4e7a-a8b3-584090494603,2064,四川省
2011-01-14,3d67c16e-3834-4634-b61d-787cdd39d819,2926,贵州省
2011-01-14,2b220de2-b93a-4d7a-8e1d-ef8c83d509b9,560,四川省
2011-01-14,9c7712fa-f2a9-4711-be44-29faedaf2100,687,湖南省
2011-01-14,32512789-e40c-42f9-893d-31eec00dcec1,1528,河北省
2011-01-14,f285dd70-fb8a-423b-902a-ed53df00cd35,1562,河南省
2011-01-14,6abe032b-6bf8-4d75-983a-28e028930617,1662,江西省
2011-01-14,909a09ec-b3da-425b-bea7-0b8812daf229,107,广西省
2011-01-14,0ed8fee2-795d-48cf-8455-08222b78eee8,2345,江西省
2011-01-14,e138116d-2361-4eec-b744-ec8e278af069,2300,广东省
2011-01-14,627ed734-2126-4123-93eb-1a98f900e376,2844,河南省
2011-01-14,4a2d436f-dcd2-4cbe-b3b0-476419823c75,666,浙江省
2011-01-14,4527868d-a948-414a-a13d-ae54607cf033,109,山西省
2011-01-14,e2e98f8d-c717-4277-b999-19ebc7caa8be,2465,福建省
2011-01-14,0740f721-691b-449f-95b8-189533cbd9cf,2579,辽宁省
2011-01-14,6708ec3b-4113-4dc2-8051-4c39a5832256,1259,安徽省
2011-01-14,983a502f-8034-4882-8a08-484b7bf98142,2398,江西省
2011-01-14,c6cfd6b3-32dc-4d5d-af80-447d1f114706,2183,山西省
2011-01-14,e26a80e4-3c2d-418f-b5ec-2b341b57baf3,1206,云南省
2011-01-14,1430380c-f6b9-4172-91e9-38c44d2bafa3,2576,云南省
2011-01-14,774116b4-a3c2-49ff-a2b8-5ec404545ecf,910,山东省
2011-01-14,ca2622a0-3ea2-473c-b86a-d2713e565710,1230,四川省
2011-01-14,caa7ba6e-bb0f-404a-ba26-133726ec69a2,2706,福建省
2011-01-15,57aa0383-3077-42bb-8ada-0f848cc0c282,2211,辽宁省
2011-01-15,4e75dcee-ccf1-4f1a-9fad-7bd28b7dac9d,2580,陕西省
2011-01-15,c4fe8101-ba16-4c12-990d-d5c980c7f44b,340,江苏省
2011-01-15,f8134aa9-5d0d-4a79-b5c5-028d2c999496,1024,广东省
2011-01-15,17436ea7-fb17-4750-a533-376a3a17ebf9,1392,湖南省
2011-01-15,b7c61470-5ed4-4eff-bd89-ae405688862b,2668,湖北省
2011-01-15,c8267e14-fdf3-4877-8f42-9411b5ba9675,2786,山西省
2011-01-15,297b5b88-ecba-41b6-a218-9b7afab4a95c,1114,广西省
2011-01-15,e1334715-da66-4103-9e4b-63fd8ee86b51,775,山西省
2011-01-15,b86f826f-94ad-47a9-b620-ec62afdcddce,1290,河南省
2011-01-15,e11167a6-f1fc-4325-94bd-a2dae1fe3b2c,2506,四川省
2011-01-15,08610330-a5db-4fb2-bc06-4a28f74738cf,2914,山西省
2011-01-15,4b2af81f-a837-4b77-9750-bb960b8528f8,1729,河北省
2011-01-15,d469af78-fc4a-4cab-b05d-cf43c7303311,2432,广西省
2011-01-15,a559e63b-abb1-4856-9e06-94bcf69f846f,2268,山西省
2011-01-15,f0b4af71-45cc-4b2e-9008-903241314a57,378,湖北省
2011-01-15,cda4f780-3528-4593-8f5f-ef10e0948fa8,225,四川省
2011-01-15,8a0dd7a0-add3-4f32-9a61-f4d6af78bf14,1264,山东省
2011-01-15,995c9810-5b05-46e2-83a8-cdee69f64f46,175,浙江省
2011-01-15,5e425a0d-352d-4328-8142-5756ffda2591,737,广西省
2011-01-15,20f1e893-4adb-4e6d-be54-ca0a56b7bb23,2370,湖北省
2011-01-15,fede4339-3771-4221-979a-c54c21e73726,1486,四川省
2011-01-15,5ccfc6c6-7645-46b0-b0dd-754924e0f8e5,236,浙江省
2011-01-15,e301baa0-948e-4da5-9483-0bec1ce92ad1,2344,山东省
2011-01-15,8f2a9552-ead8-406c-9166-8170aae0714a,940,福建省
2011-01-15,79a20d4d-94fb-4dd4-833f-94a17488923e,2109,四川省
2011-01-15,3e692343-3931-4322-8920-f73e0d799168,1741,河南省
2011-01-15,850cc3ae-0af2-4f1a-804e-43d8245c70f5,541,安徽省
2011-01-15,370781d2-267f-4fde-8404-5dfca5dd2a74,2831,云南省
2011-01-15,bada59ad-c6c4-41cd-8a7d-0363698298c4,1318,湖南省
2011-01-15,6b3bb7e5-e54e-432b-90fa-5d7459f39ca7,243,湖北省
2011-01-15,cd25c077-5f5d-4955-8216-98c8aba9f610,1852,福建省
2011-01-15,fb896ea9-45e5-49fc-a39f-50caab156b2a,408,四川省
2011-01-15,01689fe6-3fae-43ad-b7bd-92d62cd90a94,667,陕西省
2011-01-16,67c90926-d293-4d58-8695-46b730f15007,1566,辽宁省
2011-01-16,1412419f-bd11-4ad1-ae9a-dbf22c4b4df3,476,云南省
2011-01-16,c235cc82-cb61-45d8-9d64-31e3055a2b88,426,辽宁省
2011-01-16,e203b41d-b9a9-469f-b588-abae8704fd07,893,山西省
2011-01-16,2ef5a54b-d659-4767-ae22-3d8a4f338414,2479,福建省
2011-01-16,237105b9-84dd-40eb-b5d0-5c9a077d0e0d,1222,广西省
2011-01-16,d7cb8a64-2335-47c6-8c85-a96238604c61,1561,湖南省
2011-01-16,b9a6ba5e-c8b2-410f-abb0-1556937f9e8a,474,贵州省
2011-01-16,399fe36e-7e3a-411c-99a2-d0c09128e3f3,1277,山东省
2011-01-16,7de8b130-50d7-4ec8-808e-4c5099b3c455,1931,陕西省
2011-01-16,57c7b8e0-acb8-4f78-8721-e5656f12692e,2063,福建省
2011-01-16,04c3778b-e585-4828-ba5a-49ab55a8966b,363,湖北省
2011-01-16,bffeca41-933f-45b1-834d-4ff40b9eed07,2715,云南省
2011-01-16,88fd14ee-1d96-4ed9-9912-ca91947e9e29,872,贵州省
2011-01-16,aa86fbc4-d3ce-4b49-a336-dc9f719ede95,2279,河北省
2011-01-16,9eb25c07-20a3-4f7c-bce4-6effa807e1d6,2513,云南省
2011-01-16,d0aa914b-e78d-4fa9-987f-c45fbc25269d,1798,河南省
2011-01-16,23478a8a-95a8-47e2-b5e0-839d0261b5f8,1409,河北省
2011-01-16,81b87f2d-34cd-4851-b8c7-7365ccc96d3f,1302,陕西省
2011-01-16,d298ed9f-7b8a-4a02-a1d6-689bd2b491a4,285,福建省
2011-01-16,6a0fbdf0-8ffc-4cdb-8033-677c094a4d12,1820,广西省
2011-01-16,326d2de7-d28c-4ad9-9b25-faaab9b4b92b,2433,湖南省
2011-01-16,1bcb5112-5b80-428e-aabe-4d736be922f3,1585,湖北省
2011-01-16,cde81b1d-7922-4982-80e6-7adfc9befae2,449,山西省
2011-01-16,5735a194-8144-4638-96bc-ed366917f0b7,1527,江苏省
2011-01-16,fba0b452-66f2-4afe-9720-1cd13487ebdf,1562,四川省
2011-01-16,412d793a-be01-46c5-b0cc-9b154b304969,1119,辽宁省
2011-01-16,6a0a7121-d950-4774-bd9b-1ad27ca77a26,464,江苏省
2011-01-16,b81b271f-60f9-4aec-b055-5b81ce426be6,2353,云南省
2011-01-16,15570d16-6664-4c9b-a300-771b884ea70e,1846,辽宁省
2011-01-16,a59ede1d-09b1-4916-bbc4-7c3e58c9eb74,1241,江西省
2011-01-17,c680cd62-1050-404d-bb56-2a1bf3bb0325,2462,河南省
2011-01-17,f3cb3e7e-d39c-4ec7-8f9c-b2c247b18531,2379,浙江省
2011-01-17,b7cabc3a-2426-4db6-ba52-1e0b76508ac7,1219,四川省
2011-01-17,032b6295-659f-45db-a6e3-a2a2830bd960,2795,山西省
2011-01-17,6055a888-a8ab-48cf-af4f-90c0140b7c5d,1916,湖北省
2011-01-17,ee51fa2e-5435-416b-a8b4-0e4db9086306,1262,陕西省
2011-01-17,8e07b626-bdf7-4e5d-a3c8-03b76c16128b,740,江苏省
2011-01-17,e99a37db-8839-4cbd-8aab-2d21350b8e21,2480,浙江省
2011-01-17,bc0a3534-ff7f-48ea-87bf-68dc3aa6eb35,946,浙江省
2011-01-17,9a9f20f4-6856-4e7d-9917-d0106ce341b9,945,贵州省
2011-01-17,db51ff5c-b382-40a7-b8f1-a95c9d849032,2111,云南省
2011-01-17,7a6d0e9f-94fc-4db5-a035-d8baa088557d,241,河北省
2011-01-17,cd4aa5bd-0187-49d0-8541-9681ada51525,1966,湖北省
2011-01-17,1dc974c5-8fcd-4919-b078-4074073b6283,2213,陕西省
2011-01-17,047f2d4a-0cc7-4762-bdb4-33403b099568,2947,福建省
2011-01-17,26c2bc50-16b2-4975-8a3d-67405bdf6abd,2506,四川省
2011-01-17,2902c8ad-9303-4bbd-9d9d-6a849fc82f16,2292,福建省
2011-01-17,c1a685dc-fc5a-457b-85f8-0e67335cb708,118,江西省
2011-01-17,c5801197-4ac6-485b-b575-8e129989d3e8,1786,安徽省
2011-01-17,da6a22d0-5dde-405d-9524-6ed3408be10a,1229,安徽省
2011-01-17,3160fcd6-63b5-43c8-8ea4-3d7fc2f3d3f9,2294,山东省
2011-01-17,ea167067-b3be-49bd-a204-b0da97c9b90a,1966,辽宁省
2011-01-17,59989e81-2625-4032-8ac9-1efe506fb419,1344,湖南省
2011-01-17,c9d078c1-ee33-4341-bf0b-c834a71e8651,769,广西省
2011-01-17,098df78c-9c0d-4001-8521-7842efe40ef9,2208,江西省
2011-01-17,fc249587-64e6-4c1e-9b6e-d2865029352a,2340,江苏省
2011-01-17,4562d9f9-1fe4-4f0f-938f-9dc65058b5a2,1133,安徽省
2011-01-17,7728ecec-a37c-499c-a3f5-fc16bde54460,435,河南省
2011-01-17,0b8e1084-03a1-49ba-83fd-02b18cfb6f4f,2663,湖北省
2011-01-17,4faa93f0-0157-4510-aa88-1caf0850ced6,2641,湖南省
2011-01-17,101d8816-02ab-41f9-a708-f37f06cfdb86,225,江苏省
2011-01-17,e5109441-9871-4c11-90a0-eeccd3871ee2,2966,山西省
2011-01-18,82c844bf-d9df-4437-a311-98f83417c330,1126,四川省
2011-01-18,0c9ef204-d9bd-40d2-8e42-e1dd007ddc85,1893,浙江省
2011-01-18,12d2276a-51e6-477f-ae8b-2114ee9010d4,2739,山东省
2011-01-18,37749175-fdea-4ce2-bdc4-72c461c534e5,1478,云南省
2011-01-18,da835bee-8f88-4b18-86eb-f5923b241299,387,广西省
2011-01-18,2be43e1b-5c14-447a-a3de-eb6d0cdc0bf2,2528,浙江省
2011-01-18,c2acd39c-5207-4691-8059-6f5521a4f9ea,1300,贵州省
2011-01-18,da36c1a0-02ff-44fa-82eb-cb82d8a67ba0,1980,湖南省
2011-01-18,43cd3f85-bcc1-42ae-9a32-22ab60990bc9,2214,江西省
2011-01-18,7fef8cf4-f018-4adf-bfd3-f2f86b488e04,2527,河南省
2011-01-18,02e750e4-27fa-4f3e-839a-ed1322be818b,685,辽宁省
2011-01-18,811934c6-77dd-4237-a675-5f60442f9f46,2810,湖北省
2011-01-18,38577eb3-b40d-4af0-bdc6-56a7dffb9cbe,2603,山西省
2011-01-18,5c5c95f9-a080-4b43-ac9c-3d26c7cfea1d,1083,山西省
2011-01-18,8be8ca97-a147-496a-bda7-d9b9982405ec,862,福建省
2011-01-18,bd3d2945-540e-48a0-8c82-28f308a5af10,2919,江苏省
2011-01-18,55ee4569-42a7-470b-9905-17841222ae55,2923,陕西省
2011-01-18,61139223-3356-4f61-a579-44b429b95e52,628,河南省
2011-01-18,64bf1120-143d-45f0-bbed-2d672b995196,2351,河北省
2011-01-18,5aa8706a-0f11-479e-b586-471c70ee9687,586,陕西省
2011-01-18,f2961e6e-1d8c-467c-a8ce-f5105220ae95,1524,辽宁省
2011-01-18,885f8f82-1676-40ed-8dde-77993fbaa914,2742,江西省
2011-01-18,c0b2e796-13af-4d1b-bb5e-613e34884a29,386,河北省
2011-01-18,434ec16d-49ec-4e78-852e-068bdd5a3666,463,四川省
2011-01-18,7ad7b543-2baa-46de-aaa5-7f2c8b70e7de,2351,山东省
2011-01-18,d1be5f2f-bc81-4801-b4a0-b2f7bf721571,241,湖北省
2011-01-18,0f6f078e-e871-4807-8bf7-581cb013d938,459,辽宁省
2011-01-18,140c34b8-6571-4873-b3f7-52bc7ec4fc68,1346,广东省
2011-01-18,bb442058-cf20-431e-9a0d-132efbe998ff,2419,河南省
2011-01-18,41e4483a-b115-41bb-b28f-76f5b93b0766,571,湖北省
2011-01-18,febad886-b401-4c12-92b1-88c5995816f8,2297,湖北省
2011-01-19,f109f7b7-5dfd-41ad-8895-942b4bcee82f,773,四川省
2011-01-19,fcf67186-7327-45c3-8bcf-f9a8286da2cf,2140,浙江省
2011-01-19,b710355c-661c-4e26-9e9b-8c6954393463,2937,湖北省
2011-01-19,d5387a1b-5b6f-4e64-af38-0968245ff827,1376,贵州省
2011-01-19,72425f9e-ef65-4dc1-818a-bf00942f4fc0,1360,江苏省
2011-01-19,bf9bbcbc-b684-46e5-9994-e4ea71226b55,1979,湖南省
2011-01-19,fa46c866-e9a9-4720-870b-872ae5ae2426,1136,陕西省
2011-01-19,9396ec3c-b7ee-4ce0-9464-33e2d7c21651,1113,福建省
2011-01-19,fecccbca-bd3a-479f-9733-9d7b87576443,366,广东省
2011-01-19,9a365e07-5205-40fe-b766-f827d910d143,2890,安徽省
2011-01-19,463e38cb-8fb5-4717-b7eb-bb9789670d5f,299,山东省
2011-01-19,3a0501d3-444d-4335-a180-0c79ed27240f,2355,云南省
2011-01-19,da4593f0-b66a-4522-9968-812ca039c25a,719,福建省
2011-01-19,1beb59fe-c885-4a6b-95aa-cb9fbe3c1627,2142,广西省
2011-01-19,cda3ba1d-cf51-46dc-b4e7-b0b10301c692,1855,山东省
2011-01-19,2ec046e9-d303-4500-87f0-1825bd4a6195,698,江苏省
2011-01-19,1bb3be32-181d-403f-ba82-38dced7b3146,424,贵州省
2011-01-19,224f5e94-f1e4-495b-83ed-59fc5cf15a00,2792,河北省
2011-01-19,439c6b82-3653-4b03-997f-40d473de3a3b,2495,辽宁省
2011-01-19,34b84fcd-6944-4434-b82f-898d8e23a5ee,341,四川省
2011-01-19,8a2e2100-e185-4e03-be52-b4a0dd8f21f5,2045,云南省
2011-01-19,3b3cfec4-d9b0-44d7-8eab-a9f05764a183,2855,河北省
2011-01-19,1892f6ec-5d4d-49e5-a3b8-b7b4d43624ec,2963,河南省
2011-01-19,b6c25512-c410-49fa-9318-e2da59d98fbd,1636,福建省
2011-01-19,8f1d7f2d-3bcd-4ba8-bb6f-9d5da070792b,1930,辽宁省
2011-01-19,383620af-4e68-4552-8419-6dcf6f153508,156,河南省
2011-01-19,00079dd4-a113-4ed9-a427-55235efd41da,1698,湖南省
2011-01-19,45c4b2f5-d183-4f91-99c2-8e82eac381c0,765,河南省
2011-01-19,1cbcb1d1-99af-4aac-89b9-a267e96c42ea,2917,湖北省
2011-01-19,08f5fa75-f64d-413b-a5ec-d8d878b48381,2208,广西省
2011-01-19,d68f7f1b-7687-41cd-a3e1-ab773cca46de,1203,山东省
2011-01-20,9d960ca8-bc0a-4bee-a7ea-fa60163af859,1621,广东省
2011-01-20,243e81cb-f1a1-4a18-97e1-cfb5aa0ac0e3,2883,广东省
2011-01-20,e6791e46-230d-4652-9ca5-b6c693270b1a,2529,江苏省
2011-01-20,3944ea9b-e515-407c-b74d-b5331b42f47a,1261,湖南省
2011-01-20,094c5873-fe5a-4421-aa93-91c54f42591f,2660,四川省
2011-01-20,6ea7ea9f-8f84-42dc-9d8a-4592b12bf74f,1396,山东省
2011-01-20,8f8b0605-ac0f-4651-b223-b3e4d02a0740,991,河南省
2011-01-20,832c46d4-3331-41ca-bc6d-b0b41c181b25,625,广西省
2011-01-20,d6f67e55-44d6-4e42-ad7b-9ea5d2aed504,326,河北省
2011-01-20,a89aaf9a-5aa1-4469-aaa1-cfa2b45c1e56,179,江苏省
2011-01-20,08092997-3ef9-49c3-9a74-7b07a500991c,2292,广西省
2011-01-20,b51b22ce-1aa2-446c-a346-bd9f709b0fca,1523,广东省
2011-01-20,60229fa4-fc15-4489-b97d-c174174540af,1016,云南省
2011-01-20,eb547190-e183-4863-bac0-a98d3146477e,2700,福建省
2011-01-20,e6185573-2cd8-4915-be10-5a681bf70acb,2137,江苏省
2011-01-20,d1afb8f5-7424-4c81-a3a4-4179df99e9c8,1948,江苏省
2011-01-20,69bee497-5bec-4653-9640-d27d9fceb3b1,2647,河北省
2011-01-20,22f6fab8-d854-46e9-8e37-5b91e2ab4a04,1040,陕西省
2011-01-20,fab2451b-5bb2-4ac5-b2c6-1b3a56432e23,940,辽宁省
2011-01-20,0f42bc6c-a2a8-442f-910c-d4f2ce222c5c,1770,广东省
2011-01-20,a20d1b9c-77d8-4a6f-b532-9982e9d7e1ff,1010,山西省
2011-01-20,1c07ccbd-f603-4a82-ad89-340186ad0140,2852,江苏省
2011-01-20,43d1d9b2-4c99-4f65-bcc0-62ff5f652e19,1991,云南省
2011-01-20,0db9eece-e574-49d7-8250-0f9ebe636ec9,1205,山西省
2011-01-20,e93f8c67-cc72-4f67-96ee-9df6a9e8e80a,2402,广西省
2011-01-20,a991a720-553b-43cf-8562-4a54ca9ebccb,1434,河南省
2011-01-20,d2634ddf-858b-4202-a2ef-6ed4cb1ac9c1,2155,河北省
2011-01-20,290875ad-f7da-45bf-b006-4b62ef44b320,2659,陕西省
2011-01-20,c2a82b31-309f-4533-bee7-8e7fbe2671e6,626,山西省
2011-01-20,67aa246f-76ea-4551-9d8c-459c091c4701,1678,江西省
2011-01-20,87155a46-07e2-4687-8e80-922782d4aba5,699,广西省
2011-01-20,933588c7-358b-4e64-bdf9-13236f38dd1e,1870,贵州省
2011-01-21,86fb7c85-144b-4986-b8d4-5f32b196064f,2215,山东省
2011-01-21,df9040dd-97e0-439d-b912-c4162275ddd0,2261,四川省
2011-01-21,cbd60e63-53dd-4324-afc4-38c0a64f4bf4,2322,江西省
2011-01-21,5329a4f8-62b7-446e-bb8a-71cf2aaf57c7,1588,江西省
2011-01-21,a2219c0e-e0af-4630-b654-4f6423a1d835,2716,江西省
2011-01-21,c445ee92-6e82-4099-a963-d07cf9e5c18a,823,广西省
2011-01-21,b9badf9a-2507-4697-a4af-d21c17a07836,1536,山西省
2011-01-21,ab652b98-d00a-406e-b9ab-d8a0c48ad4ad,1233,江西省
2011-01-21,6a1fa49c-4e40-4e1d-8197-901512385f68,392,湖南省
2011-01-21,342510fc-2643-4119-be37-47ebaec19e86,2296,湖南省
2011-01-21,09ea2371-1781-4162-ad8c-515f11549b82,525,辽宁省
2011-01-21,292ce1f7-0452-4cf7-842e-d1fb758acd26,1006,山东省
2011-01-21,e3df157d-f247-45eb-98e9-965a5b2ec52b,1297,山西省
2011-01-21,1ec8cc4b-a545-4714-a298-3aae28825d54,1226,福建省
2011-01-21,b27a087a-a5b3-4385-9062-07d45c5d6506,2888,云南省
2011-01-21,4afcd4fb-b9ac-4340-bb5f-ee984a7c04a0,2219,贵州省
2011-01-21,55167250-e4a6-4822-bca9-e99c4afab93b,246,四川省
2011-01-21,a7eb7230-addf-4ac9-85b3-84fa8fd83395,188,陕西省
2011-01-21,f2004a08-65e7-4cda-a2ed-7b19c4a7c89b,2350,浙江省
2011-01-21,7a84a43f-3c8f-4a09-8920-5271cdd04c8d,2831,广东省
2011-01-21,c5c01105-ab0c-493a-b166-1672fc7f73f4,2382,河南省
2011-01-21,330873c8-4aa8-44b3-a87c-5c6f43e0e9c1,1020,浙江省
2011-01-21,5299b194-71a3-49c2-8de9-5b622e9308e1,2201,安徽省
2011-01-21,ffcaf445-4a6c-4944-8853-5d31d652bb10,1089,山西省
2011-01-21,67d30266-256b-4db3-8043-2a3b32a90c47,372,广东省
2011-01-21,48c6b7c0-d067-4ff2-af24-1555436b6253,1071,湖南省
2011-01-21,5483e56f-0523-4837-87b7-41e5bc17a361,138,福建省
2011-01-21,ff7282d7-4043-470c-bd03-0ea650af2f50,1708,江西省
2011-01-21,bc09c15b-b4fd-4384-9f52-6b8c40f524f5,1681,湖北省
2011-01-21,fa6088ed-5b3a-4278-a2ee-bd8317cc0193,858,湖南省
2011-01-21,36f8d216-f56d-4379-8ca7-98474a07aa08,2705,河北省
2011-01-21,6d638948-c10d-4ea3-9bf8-339d9ef8f621,454,江西省
2011-01-21,188cac5d-a598-41ef-8bfa-793e886951ca,2477,河北省
2011-01-22,b4bac2a0-22da-4f88-936e-45d326e9d1fd,2238,河南省
2011-01-22,b29b35e9-67d1-4179-b838-10e63b3ed0b3,620,安徽省
2011-01-22,9597f532-8f08-4f8d-94ff-e0b9fd799b1f,619,云南省
2011-01-22,9609f461-5a5f-4f3b-a3e0-b61e9ceb02e1,2049,江苏省
2011-01-22,762c2061-b42b-4e3c-a59c-4276acf176fa,1037,安徽省
2011-01-22,9e03c591-8e11-4dc7-b833-6a2fee14a5d9,718,贵州省
2011-01-22,5e2d0795-8c67-4d1d-83be-dfe853efec2f,2731,河北省
2011-01-22,fb48754f-b6a9-4ecc-9112-b411601a9a3d,1766,江西省
2011-01-22,5244db69-407d-454d-8091-9ad2c2248ab4,2678,河南省
2011-01-22,83a5d995-53a3-4725-841a-8ef0026bc081,1439,贵州省
2011-01-22,4eee5152-2dfe-4c7b-84e8-0e8eadd2f03d,1239,广西省
2011-01-22,be31281d-800f-4174-b5cd-b3763c34276c,1486,湖南省
2011-01-22,2ab8e987-d734-4d82-8214-8fea261ba9b7,1493,福建省
2011-01-22,659c1d66-8a89-408a-bcb4-328a739189ac,2699,云南省
2011-01-22,937f7e45-245d-4394-ad2c-23f98cd713ac,214,福建省
2011-01-22,f99535fa-85c3-49a4-97b0-e5c32a0510a6,1432,四川省
2011-01-22,13c0c523-e819-412d-8052-be2e5de395c6,433,江西省
2011-01-22,08d27b84-9263-4d80-8012-cf78cdf4a53b,1325,湖南省
2011-01-22,1bc2614d-5495-43db-9570-23ecd5865d0b,2900,贵州省
2011-01-22,e79c9323-0c9c-4e75-9559-5b8b131f3cb6,719,陕西省
2011-01-22,407297db-ffbb-44fb-a7d9-36080cf1f839,2255,安徽省
2011-01-22,4c82d0de-2b5c-4bfd-8d27-78b9c1f16afa,1645,山东省
2011-01-22,8b3b3fc8-5ecc-4936-972e-d5f584d9b8ac,955,福建省
2011-01-22,c3293bbe-2494-4734-9a4f-8c2b60ee4633,2241,山东省
2011-01-22,dae37097-a278-4887-ad11-72130a3d7e5b,1909,云南省
2011-01-22,4c6137c1-d392-4470-876f-df337a28e0d9,2919,山东省
2011-01-22,cc2cd717-5dee-47f2-bb0e-1f51ed103d3e,2545,湖南省
2011-01-22,0f47ee34-7544-4dd3-b99b-46a854e07caa,582,河北省
2011-01-22,6799e91a-fbc9-44f6-abd5-739e0128b930,2032,云南省
2011-01-22,0aa8e0d5-83ac-441a-86e6-d51aa1586b57,1976,四川省
2011-01-22,33e4f391-f5c6-440e-b69f-202b577029f1,1554,湖北省
2011-01-22,9250a25c-3425-4729-834f-304b4aa13092,2353,山西省
2011-01-23,b4c9c251-9b34-4fe9-a723-55ddeb5752c7,2360,河南省
2011-01-23,8293b6d4-552e-4a55-a426-ce739e0dfb43,2770,河北省
2011-01-23,94370225-98b0-479e-b70b-c6c396e2be61,199,陕西省
2011-01-23,5d8ac128-833a-42a6-943a-06f0a3df43c7,2734,福建省
2011-01-23,406f4f95-1da1-4430-ae9a-5055a093fedc,1995,四川省
2011-01-23,942c22a1-0438-4080-b147-e58af4b6eb77,2704,浙江省
2011-01-23,8b21eec5-19cd-46e3-b0a4-3a3444006417,2596,河南省
2011-01-23,b74da747-b544-4c53-91e8-2e215f5e638c,2263,浙江省
2011-01-23,f32fb7bd-1e61-474a-bc9a-0f24d8c0cc9e,1370,河南省
2011-01-23,f2875403-4b19-4ed7-a805-f9a0c74eb865,2724,贵州省
2011-01-23,c2432b5c-72e2-4ce4-8e44-f025bdc13329,958,湖南省
2011-01-23,1f3d1825-a0ad-47c9-b37b-f73218d129b5,716,山东省
2011-01-23,c1e3261b-84fe-42ed-86f3-3fda7fc0c97d,1455,陕西省
2011-01-23,a84816cc-acb4-4496-8e5c-ccc2ce87d762,2435,广东省
2011-01-23,c1f8735c-a8c9-45f0-9b04-0b99d143a6a8,1369,山西省
2011-01-23,4e64b002-c5f2-4571-bdf5-c7b04ee8a120,2896,湖南省
2011-01-23,ebb86079-cd12-4742-b7e0-ab6655e92115,454,湖南省
2011-01-23,f5f102de-5219-4c39-aaa5-fae84c4808b6,1473,山西省
2011-01-23,761f18df-ce17-4178-b335-9b2ff9330732,2086,贵州省
2011-01-23,69bdebef-013a-4080-8e69-583621809051,531,湖北省
2011-01-23,4e543398-3597-4d71-be2b-3501957b6c87,1371,广西省
2011-01-23,79bcb1e6-40c0-4662-b9b1-6cae8fee6fb3,562,山东省
2011-01-23,2b6761cb-5440-4e38-91ac-6060b0a450e0,2793,山西省
2011-01-23,28e55411-1a52-43f1-9d47-85c194ff327d,1419,云南省
2011-01-23,f76821be-416c-4fe0-a0bf-6074b5a0624b,2777,河南省
2011-01-23,74b9a268-e377-4fa5-afe5-318cee1f7b29,1477,陕西省
2011-01-23,3e482688-aa75-4191-b501-59c24e6a7b48,734,山西省
2011-01-23,bfaa5797-dcf8-4572-87dd-4d1cd4b3d15d,879,湖南省
2011-01-23,a6b97089-8e23-47dc-a683-188fd6cb022b,1088,湖南省
2011-01-23,93b75320-4ada-44ba-b488-b782a3eea632,760,湖北省
2011-01-24,d32e22db-b079-4a96-b060-7ba6b874814d,986,浙江省
2011-01-24,bce3a3da-8482-4215-801c-796dc244071e,818,浙江省
2011-01-24,c544f90b-3710-48fc-918e-c420d1bb9b3f,254,江西省
2011-01-24,5eed0c38-f74d-4b85-bb14-a176dc7cc0b5,2654,山东省
2011-01-24,bca5f349-67cc-4581-85a1-4a23be332571,1431,湖南省
2011-01-24,b634e795-c82a-4288-93d7-822860bd5a2f,1061,广东省
2011-01-24,1e5db16f-b477-4dd8-bdc5-cb69fb778610,1797,四川省
2011-01-24,63cfe3d4-4602-4027-896b-cb7d56f33169,2741,河北省
2011-01-24,ed0de335-6f05-4506-85fd-0f9eeee015c2,253,陕西省
2011-01-24,3aeeb634-8b00-4f4f-a0b6-80fbbc4395aa,1626,河南省
2011-01-24,d8023270-00d3-479a-a6c4-47efa2fe87d2,1572,广东省
2011-01-24,52de76a0-5686-4cd5-ad5d-fb0b3ca72736,1194,辽宁省
2011-01-24,ac0fabdc-919d-4ca1-928a-9185ea2065b4,1876,江苏省
2011-01-24,171df89f-c3ed-4c8a-a023-baead19074b4,918,湖南省
2011-01-24,3cd3a0b0-7eb2-4c9f-9737-311985beb9a2,333,四川省
2011-01-24,62385b3e-13d3-4ba3-9e53-d461a5258c60,2319,辽宁省
2011-01-24,55eb8e48-047a-4a86-a209-4b9386930f08,2781,贵州省
2011-01-24,9cdb4357-20e0-41f8-85ab-3f4d0bb2ee35,1997,湖南省
2011-01-24,f13e7cef-866e-4379-a3fa-5d5ab3f4ccb0,2014,广西省
2011-01-24,0a74ee7c-a39e-455c-85f1-8432ebefb40f,2963,湖北省
2011-01-24,9376a3b0-5ab2-4e7c-a41c-129e7e2c44f6,2154,安徽省
2011-01-24,9337fba4-18b9-466f-85bc-7bd95d15d43e,2157,江苏省
2011-01-24,0b8322ed-9c2d-4fe3-ae7a-255bf3670351,507,福建省
2011-01-24,9d9f95c9-4c5f-4326-a8ad-132cbacd25bb,391,福建省
2011-01-24,f5292a59-a867-4b17-b6e0-dbba5d0c5b73,1230,江苏省
2011-01-24,90c188ac-c3bb-4cd8-9cf0-9f7ead3899b6,2533,云南省
2011-01-24,96f3d82b-1e54-416a-88d4-87a972c67bc7,220,四川省
2011-01-24,315b8801-2206-4e84-a8e3-68b397157018,1551,广西省
2011-01-24,bc5fac0c-fcc1-4ac1-a274-fddfd6412351,576,四川省
2011-01-24,e82ea400-24b8-4dd0-ab54-a6a25f9924b6,1946,浙江省
2011-01-24,bb537cc4-0b57-4bda-9058-b842522f149c,2590,福建省
2011-01-25,9f14f9a1-f6d3-4002-ab04-bcbcdff1baaf,248,山东省
2011-01-25,cc948ce4-10d2-4718-b7cb-1f485ddc89ad,2183,福建省
2011-01-25,bbccd8a3-2fc3-4d5b-b742-c3e2354b8511,1419,陕西省
2011-01-25,1010fe45-0bf9-4813-b950-9bfa016f9af5,2982,福建省
2011-01-25,a58a115a-6665-41e4-9bff-78b3329706e4,2161,江苏省
2011-01-25,921af89e-3a6f-41b8-b455-a3513b9c5c53,729,陕西省
2011-01-25,9bc59851-962c-4281-a417-d820aad10a99,126,江苏省
2011-01-25,684d8e12-f7ec-47f8-bc52-97e34c7fd783,1502,四川省
2011-01-25,1f09584b-338c-4aa5-9d94-d466a88c1aac,1424,山西省
2011-01-25,6eee7070-df27-4a70-a16c-a07e4f5b6edb,2494,河南省
2011-01-25,2d084574-31cd-44bd-ae0c-e49dceffaf80,559,福建省
2011-01-25,12261590-52ed-4306-bb24-3ccdd4254b7d,769,福建省
2011-01-25,87773b0d-2a07-4754-8a65-85baae01b57a,1821,湖南省
2011-01-25,4489f869-03f5-4c70-8d87-4036fbb3dcfe,1074,河南省
2011-01-25,88916aaa-2985-436b-839f-3dc9b6dcae70,136,浙江省
2011-01-25,f2f4f698-f8db-4e7c-bf73-308d796bb02c,2470,广西省
2011-01-25,013778fe-4378-47f6-b75b-a1f3655e09bb,1139,辽宁省
2011-01-25,5470d9ce-5460-4b35-aef1-4e57351ea194,1605,福建省
2011-01-25,23a09fb1-6de2-4fa9-b23e-3da063c2a72a,177,山西省
2011-01-25,71ef3949-5d63-41c2-92b5-30b032383817,934,云南省
2011-01-25,cc36428c-4d37-4b29-8364-dde2895d6341,2523,河北省
2011-01-25,9828ff8c-ae3b-468e-9e00-72d9288bc3cd,1279,安徽省
2011-01-25,9399267e-3b55-441d-956e-2e5cc7532afc,1400,四川省
2011-01-25,e829bc12-fa3c-4984-8502-4e07f7075544,1998,广西省
2011-01-25,bdcc4c09-36b5-4f68-a224-c3013bead34a,1657,山西省
2011-01-25,932f9ab1-c33c-47c8-8166-5cc1a10770f1,2792,贵州省
2011-01-25,70515438-ad80-41af-bb36-7c85a6e1fe24,1783,河北省
2011-01-25,794c2520-6960-4f0a-bf5b-c5ab849224c8,1774,广东省
2011-01-25,e7fa12f9-02c7-45c1-8a32-e751e1263116,2698,山东省
2011-01-25,2b074521-2efa-41f2-a91e-5e14fffa73eb,250,安徽省
2011-01-26,22b8eba2-bf4c-4068-a264-b724d09e9ff0,2833,辽宁省
2011-01-26,d7f8df38-136d-411d-b4ac-c79e677239e2,1034,福建省
2011-01-26,b05a5b07-f24d-4ef4-b6c5-957cd3d9c9fb,1001,辽宁省
2011-01-26,17f2b0a5-2409-4ccb-873f-6cee266cf829,357,云南省
2011-01-26,cd751296-2902-4905-8146-ae55df3b6082,2261,广东省
2011-01-26,504862e9-4d85-4d35-8341-06173cf6b800,1921,福建省
2011-01-26,2b6c4b7d-95af-499b-9ec0-dd3d08ce7df8,2536,云南省
2011-01-26,ae2deff0-0a78-4776-8681-31560438c11d,1703,山东省
2011-01-26,ab7055b5-2740-4fd4-872d-97e65fe6c835,2522,浙江省
2011-01-26,6a36b54b-e55d-4f15-86cb-87855ab9efbb,1191,江苏省
2011-01-26,185c1f06-d32d-42e2-a6b7-789bf2fefb65,1364,福建省
2011-01-26,81131f87-82b3-4885-8163-275522ecbe11,2583,福建省
2011-01-26,9435cdf5-29e8-4cfa-a4eb-3faaa7433251,2403,贵州省
2011-01-26,7b3c46eb-172a-457c-8926-a9cbc102ed30,1407,广东省
2011-01-26,44502772-f7b3-4106-ad73-e7c3c0582672,1288,江西省
2011-01-26,6b23eb8e-96c3-4965-b9f2-75818ba97b64,724,贵州省
2011-01-26,4d8049fa-601f-4f91-9d76-561e238bf3a4,408,安徽省
2011-01-26,0f30ecfb-744d-4eca-bf1b-c2190cc322f6,894,湖北省
2011-01-26,58271487-81f0-4fe7-b8c0-f38299123e50,2796,广东省
2011-01-26,399d3c2e-99e3-4073-98d2-3bcc406df541,1861,福建省
2011-01-26,4b8f9c41-e5a4-42c2-92c4-e25e3c487997,1356,辽宁省
2011-01-26,0f9dd836-2a28-4373-b901-17948e00c0e3,2686,安徽省
2011-01-26,4a25705d-2c10-47b8-bfa1-98313c773067,2152,河北省
2011-01-26,04c5e343-5584-41cc-8389-3cc0075ee0c8,1443,福建省
2011-01-26,f4eac71c-c9ea-47e1-8dcf-e566cf7e93cd,2545,山西省
2011-01-26,66ce2127-3ae5-4cf3-8a61-a3c1a885904f,2786,山东省
2011-01-26,cbad7f7e-fc0d-4fb0-88de-4462ce4077d8,525,江苏省
2011-01-26,5255e991-df52-40f1-9af4-c144a6213249,1901,湖南省
2011-01-26,3aa817a3-2d4a-4d6a-81a9-2cd5df028ab5,1462,广东省
2011-01-26,ed5cf43f-d78f-4de8-a96b-24373c66df5d,1008,陕西省
2011-01-26,37ea8230-a719-43bb-aaf2-b603a45be9d5,1727,河南省
2011-01-26,02431700-8881-4f35-b9ef-efd6ceda1971,1482,安徽省
2011-01-26,05345e92-4a5e-4024-8e83-183b0946db6e,2398,河南省
2011-01-26,950c03fa-add8-48dc-8c7a-50ff28aa83ac,1029,四川省
2011-01-27,8031c9e1-19e6-4351-9964-a945f54e9d19,2373,浙江省
2011-01-27,604e34e2-8ca8-4695-9e9d-ab3fcac7178c,138,云南省
2011-01-27,4bb69f2e-f2ea-4155-80bd-9624601e0121,568,辽宁省
2011-01-27,02230fff-ac40-444e-b4d1-6a2b6ca77335,327,河北省
2011-01-27,676072e0-6ca9-4b19-8ae6-75c0c02dd6ca,1117,江西省
2011-01-27,9fe168f9-0304-4a0e-858e-1339c46f77c8,930,广东省
2011-01-27,9fe5e326-289b-4d5a-ab6a-d100067ea25c,1691,福建省
2011-01-27,6bd51626-2d27-46e1-b625-c30c1b6d4185,1734,湖南省
2011-01-27,d809375b-a735-481b-b8cc-78cbdb367b9c,792,山西省
2011-01-27,28aa2215-47e3-425b-944e-8af4598d327e,1850,河北省
2011-01-27,ed5831cb-c5f6-41a5-ae2c-77fdd2c39543,431,福建省
2011-01-27,f5c2fd58-e797-4d5f-a3a0-11ca60c05f5a,1094,安徽省
2011-01-27,3b913a01-3137-4e46-8fa5-2eb6332d6238,1237,辽宁省
2011-01-27,55893df2-1e0c-4e32-8e13-4226a9869529,2228,江苏省
2011-01-27,4dbfc343-5153-4f53-bd38-bce31b2062af,774,广东省
2011-01-27,ce55987b-3116-43f5-aa18-0fdc55d3c2fc,510,河南省
2011-01-27,6b5cd08c-3c01-4fc7-8bb2-faf73deee45b,746,河北省
2011-01-27,fb918c6f-c793-4097-b2d3-fce814e6d066,1871,浙江省
2011-01-27,f426189b-b72b-4ef2-97c3-19e5fb588c77,1407,陕西省
2011-01-27,e90c1bca-9ab0-4e84-a47d-72f41af324a8,2034,四川省
2011-01-27,c0403ee1-06c2-4e10-ba83-03f0e0dc1dc6,2890,山东省
2011-01-27,5036733f-7d0d-4443-9af7-92ccc6a1a19c,2758,江苏省
2011-01-27,a9b857a8-c2ba-451e-9bc5-f6c98c9b8d28,1106,广东省
2011-01-27,65a2ae2a-d87b-4740-8c9b-085bdcb4586b,2624,浙江省
2011-01-27,2cf435cf-0e56-438e-bc3d-6341af368b05,231,河北省
2011-01-27,2b82825b-0127-4467-9a52-5bea7e8e393b,1340,湖北省
2011-01-27,8d50211d-0ea7-452f-9af1-03f956a85eb5,1532,广东省
2011-01-27,9dc5cc7f-bc31-4e97-870b-b4ad07e6e993,851,贵州省
2011-01-27,b7d6e3c2-78ae-43be-a425-b29a4fcd56fc,2996,山西省
2011-01-27,01b1094d-a2c2-40b4-a65d-fae1c57265f7,982,山西省
2011-01-27,d8aa0590-ac2d-437b-8d2d-4b1204c8879e,2881,湖北省
2011-01-28,46712b47-fbdb-4d29-ba21-75069533674e,750,安徽省
2011-01-28,6f4e55a6-c90f-47fd-ab94-bf11ebe82c36,656,贵州省
2011-01-28,d55ec58c-1f0d-4401-be3d-1c2b009e8ee3,2432,云南省
2011-01-28,e91248c4-1e7f-4385-a817-0b849404ba94,690,云南省
2011-01-28,e3843360-4c52-4a4b-baff-f9d62e495d31,110,河北省
2011-01-28,3026350a-afd2-4596-8f80-7198e9a6cf5a,1993,江西省
2011-01-28,81a71601-ec17-437d-9cad-f1755e2f7505,587,浙江省
2011-01-28,d303f402-2d6c-4e27-ac13-c4de66dcaa9b,1345,山东省
2011-01-28,321c6d16-b867-4244-93a7-5cfef5729e12,527,云南省
2011-01-28,75356d9b-a4f9-41a9-a612-e2389d664d24,261,江西省
2011-01-28,30b33da3-cddf-435b-be42-83ddb7f14e70,663,山西省
2011-01-28,47294a46-a588-4911-b331-2313c5c5a976,167,江西省
2011-01-28,7ac0417c-4faa-4df1-b877-8c94b465dfaf,1809,山东省
2011-01-28,5fb987ef-bc02-4538-8e73-449b08cd5bd2,397,湖南省
2011-01-28,dde4a8bb-e41a-4f8b-8bd0-17ca720be089,670,江苏省
2011-01-28,3ecc334b-3648-4cc5-a195-75c7217f3795,2806,浙江省
2011-01-28,fa54f7a3-8d50-48a0-903b-b0c1b8fcdb99,552,江西省
2011-01-28,77f5c1b5-96d3-4659-8110-b9cd5842466b,2661,四川省
2011-01-28,74299404-49d1-4477-b647-7c4e54fa2941,1367,湖南省
2011-01-28,dab923b0-1538-4a0a-b842-3ab35bd5f22b,2644,安徽省
2011-01-28,c2f8945c-6674-4143-890a-9b5660872017,2073,山东省
2011-01-28,aacb3e2c-c7cf-4dd9-ad69-7f21290c27c9,726,广西省
2011-01-28,0745f83d-1c5f-4651-be73-d59af99ef4c1,1563,福建省
2011-01-28,5aa8a71e-8c5c-4619-80c5-0057e6afadc4,2087,山西省
2011-01-28,1e03a97e-5232-4c39-aa58-8631166cd98c,666,辽宁省
2011-01-28,4ec36fb2-77fe-4ba2-b490-86babccfeec6,1163,云南省
2011-01-28,0f036e9b-6ac4-4449-9158-67f7159b59f1,2823,广西省
2011-01-28,1044cb75-0cdb-4199-80ba-4a6b98a4c530,2491,江苏省
2011-01-28,cf76c9b0-7bf2-4eb4-9cc7-cc80e5284b7a,1619,辽宁省
2011-01-28,4c31e390-1e83-41b3-907d-e5c2f85fc6ad,1394,河北省
2011-01-28,c9c1b49e-483f-44d7-abf8-b09f5d9d59f2,2475,湖北省
2011-01-28,7dccbf79-1456-4af6-a6b2-8ab8b5e5d12d,695,湖南省
2011-01-28,fa27f565-d022-4731-8ed2-99d2e60e4fa7,1860,江苏省
2011-01-29,d966042a-7da6-4ecb-bfaa-024a5e616fd5,1197,山东省
2011-01-29,8953f62e-64e2-4c6d-9d82-2bbdf467e592,2520,广西省
2011-01-29,b7b9922c-bfc5-44bb-b07a-e2a70856e99d,1345,广西省
2011-01-29,4c9bee80-23d0-4449-a096-47abd742a6c1,1919,湖南省
2011-01-29,6b1417b1-72bd-48c8-adca-4afae9a57327,768,福建省
2011-01-29,899a3f77-1c3a-4144-a175-97aaa98847f9,974,福建省
2011-01-29,eb236f90-5f23-4a52-96df-b69419154750,495,江西省
2011-01-29,0dd514b9-efa6-49c3-9465-b1b9b79a9d1c,1891,湖北省
2011-01-29,a66aa7ad-9ed0-4af4-bf11-85d2838c2193,395,山东省
2011-01-29,88916bb7-8340-46de-81a3-6a9fc292d077,2730,四川省
2011-01-29,63ddb165-6deb-41de-8b20-bdd202a9bfd4,714,河北省
2011-01-29,fb1c10d5-f652-4520-a560-d58fcec307aa,608,广西省
2011-01-29,c462f60d-64d5-42d4-88df-62a935df1825,2205,江西省
2011-01-29,e244bbdf-87f0-4f50-8cb2-1055fa665c10,104,山西省
2011-01-29,77d1124f-96a2-45ac-a1a0-b539fa2c1b27,2556,江苏省
2011-01-29,2c440bbc-0ed5-476b-8df9-9cec28fe10f8,966,湖南省
2011-01-29,1f8d12ad-4c96-407b-aab8-3db7df93a734,1521,河南省
2011-01-29,a913574c-1f47-4059-81ab-f6632f994588,1682,云南省
2011-01-29,4cb95d96-ff9a-4e8a-a615-9ffced3bff04,2352,云南省
2011-01-29,8b8fc3cf-5c84-46ac-8e65-3ce68e4adafa,230,山西省
2011-01-29,5f9281ba-b4a3-4985-8aa3-0d2318964573,1597,山西省
2011-01-29,b5bb9341-5817-4d7a-849f-cd00c61f803f,989,辽宁省
2011-01-29,65bf0f77-171e-47b1-aa91-3398a14ad735,225,广东省
2011-01-29,e31ea54e-afb7-418c-8d11-0e525e9dc38a,2526,湖南省
2011-01-29,9393fda1-907c-4b8a-8731-bd4202622ffb,1857,云南省
2011-01-29,6acf8dc0-2a0a-420e-8b7d-ce4d8219a491,2860,安徽省
2011-01-29,8cfc3687-6205-4108-9724-94d2261a2f70,2639,湖北省
2011-01-29,af408714-ed1c-42fc-985c-42c09b29ca1a,216,辽宁省
2011-01-29,f50a0ddb-3369-4ee7-b240-5b681001b7de,1332,福建省
2011-01-29,04b932f1-0322-42e1-a140-75de98ca5e93,134,湖南省
2011-01-29,73c154f5-f4ba-487b-a0e9-27adc325e2b7,1502,福建省
2011-01-29,fe2c2263-3e02-4046-921b-27afb74ffda4,1306,陕西省
2011-01-29,d382f91e-7928-417b-9e87-74f2d091baf3,1980,陕西省
2011-01-29,26699be8-9bb2-4ff7-a072-2c85e1e84899,1100,安徽省
2011-01-29,fb4b4a8c-0caf-4345-a74c-43ff344138b8,338,河南省
2011-01-30,61fc4b15-a64f-4bc7-ae9c-ba40bd1a1ecc,1453,江苏省
2011-01-30,63114258-8e51-4ff0-a82e-c66bc65b14e1,458,山东省
2011-01-30,4601618a-e605-4570-873c-86c34e2ae21d,1569,山西省
2011-01-30,619bb215-7fe2-4be2-89dc-6f446185257c,282,河南省
2011-01-30,92c168fe-0a11-441d-8149-a432c5554178,1617,云南省
2011-01-30,ef1eaa8f-d21f-4da3-b0b8-b7d0787c6bbb,1348,河北省
2011-01-30,0c0ab604-7f64-4977-a033-c24488d28ddf,1624,贵州省
2011-01-30,259b334f-911b-461c-8bc4-e37fa682219a,190,山东省
2011-01-30,6066090e-2c7c-4bfe-b2ef-a73c14485f40,1095,云南省
2011-01-30,0c697cb1-17c2-47bc-96c5-a1697ddb962a,643,江苏省
2011-01-30,4b7973ef-76e6-4737-9c5d-c2fa0aa9a164,2148,浙江省
2011-01-30,ecf1fd37-e9b6-4e25-8462-0d0b7637240f,1073,福建省
2011-01-30,3f9a80f6-4dd0-4d04-ad1f-4053d20c2c0f,174,山西省
2011-01-30,0ed487d6-e100-4672-ad05-fb75f9de77d9,292,江苏省
2011-01-30,d8b9987a-c2dd-44e7-91c4-1e3af75285dc,2637,云南省
2011-01-30,65c262df-d9fe-444c-8c83-47f6a04f80b8,1097,广西省
2011-01-30,4e26b8b5-9601-4a72-bb9d-b875ed87638f,2752,浙江省
2011-01-30,b5208a7f-5bd3-4a92-9ec2-155cefecdca4,2093,河北省
2011-01-30,73a9081b-b483-48d0-8dc1-1266a3fbba55,454,江西省
2011-01-30,ede0fad8-bea6-49d2-87cc-6e2e7d966263,700,江苏省
2011-01-30,f5f7e165-2add-43ab-b889-e121caf689e9,2835,浙江省
2011-01-30,6e32ebb6-41c7-4863-bfe1-0d1b24fdb657,2469,湖北省
2011-01-30,49fffe65-fe59-4926-a1c2-1045cc2ab3a2,1732,陕西省
2011-01-30,9dc0d0f7-5ab1-4318-ae76-aabcb033b053,1670,陕西省
2011-01-30,e113a8a8-a792-4a7b-b770-3abcb8036ef3,960,山东省
2011-01-30,e4526cb2-05df-4a55-9cb3-f2b9946951f6,290,四川省
2011-01-30,f761f870-8af1-40db-b48b-37db69534345,394,浙江省
2011-01-30,c46e5f9d-d610-4e44-b8d3-5e8529c1050c,443,福建省
2011-01-30,29302143-d527-4d1c-b096-e9cead86d785,2224,江苏省
2011-01-30,b03da3c1-0e3c-41ea-94c2-1d5a9b52538b,1838,贵州省
2011-01-30,71fcad71-4568-4e02-8ee9-813bfc650dc3,1818,四川省
2011-01-31,baacd01d-e50c-4886-ad2c-cc620ecee011,2382,四川省
2011-01-31,6d0a3953-bb25-4da2-8e91-69a372c7414b,1279,山西省
2011-01-31,82488abe-2022-4965-a7e6-9583a03b8dd1,1595,贵州省
2011-01-31,d13182f7-85f5-4519-8182-a3972b3b6ac0,1599,河北省
2011-01-31,5986f946-db42-41ec-96bf-07e7a3b8ac39,455,山西省
2011-01-31,f0ff62c9-6dc8-4516-8e77-7abf4a27e895,248,河北省
2011-01-31,175d4f9f-a2e4-4300-9fbe-be9a3815ce99,935,广东省
2011-01-31,63374615-e6c6-428d-992e-9287fcfb290c,1283,辽宁省
2011-01-31,2ec52a62-6cda-4544-87be-25a423888e79,2676,四川省
2011-01-31,89bd036b-9cf0-4d71-829f-8dac31aca869,1320,河南省
2011-01-31,445ef8af-29d4-4b5b-abdf-20ed8c61c999,1609,湖北省
2011-01-31,b85b99a0-3e5c-4a8f-9356-1f3e99ac1659,849,河南省
2011-01-31,34aa8fbc-bab8-4cfd-9298-31364df20d8e,2656,广东省
2011-01-31,37bf6420-064f-414f-9e1e-8dcc26394613,1809,山西省
2011-01-31,fc466782-960e-4f16-afca-d8fb371143b2,155,湖北省
2011-01-31,6d38fc7f-1805-4266-abda-487748f68776,2407,广东省
2011-01-31,f225b0cb-6e6e-4f28-9da3-e1d23ef1b2c8,1831,辽宁省
2011-01-31,39648740-5433-49a6-905b-43cbd0c2af73,1212,广东省
2011-01-31,8048bf2a-b861-4fe5-96cc-ce4b1bf9a08f,1389,福建省
2011-01-31,80e60aba-6106-42c5-89d7-2c6c7a6df259,2498,陕西省
2011-01-31,945d4b9e-150d-4344-ba48-780fa7b63846,2828,广东省
2011-01-31,a2d739bd-00ad-4b95-9690-f363aa471875,1325,辽宁省
2011-01-31,b7f2671f-e774-497f-abfe-0529447d97ce,1130,浙江省
2011-01-31,e72ad77d-bb70-4f47-a10e-ce4f4ee97f40,1201,山东省
2011-01-31,788bf003-ea28-47c5-a592-22ac8dbe7d98,2927,江西省
2011-01-31,1dbbcb43-56fa-41dd-bd8f-8c99faf0ee1c,272,广西省
2011-01-31,1bcf0efc-14bd-42d8-b98c-715c62da8102,1742,河南省
2011-01-31,5c14d27e-2bad-4adf-a1d9-6b04c96a1ae6,2548,贵州省
2011-01-31,1a209680-de06-4057-b98e-23e2cdcb2122,1303,安徽省
2011-01-31,7f3e44b1-ac69-4540-9dfe-85fa83bd3841,207,贵州省

2011年2月销售数据JSON.txt

{"date": "2011-02-01", "order_id": "caf99222-53d6-427b-925d-3187fc71a86a", "money": 1805, "province": "江西省"}
{"date": "2011-02-01", "order_id": "3dea6f83-a9b2-4197-ba9f-2b25704c530b", "money": 2547, "province": "广东省"}
{"date": "2011-02-01", "order_id": "93cf7a56-3f90-4df9-af76-de7233c1dddb", "money": 1216, "province": "福建省"}
{"date": "2011-02-01", "order_id": "0042323a-e555-4d64-a70b-81380ca3aae7", "money": 1193, "province": "四川省"}
{"date": "2011-02-01", "order_id": "0fbe1745-ac65-48f4-985b-b71875fcfbf7", "money": 230, "province": "云南省"}
{"date": "2011-02-01", "order_id": "6ee5af28-f6ce-42e3-96b6-96f3844c5fda", "money": 2770, "province": "江西省"}
{"date": "2011-02-01", "order_id": "2f629b33-62a5-44c1-8a0f-b983e811fb40", "money": 2291, "province": "福建省"}
{"date": "2011-02-01", "order_id": "773d1259-f81d-413d-81cb-b5f7c0d8f97c", "money": 2453, "province": "河南省"}
{"date": "2011-02-01", "order_id": "2eda7fc0-f3e8-4064-8427-b674c381cb80", "money": 2267, "province": "江苏省"}
{"date": "2011-02-01", "order_id": "41d9f2ca-88b8-4bd7-b64b-c5cd9ba54186", "money": 2321, "province": "贵州省"}
{"date": "2011-02-01", "order_id": "d6ed303d-f62a-4562-b067-348e601f41e9", "money": 286, "province": "陕西省"}
{"date": "2011-02-01", "order_id": "ead5900f-c1d5-477d-a63e-50dedddf7093", "money": 397, "province": "河北省"}
{"date": "2011-02-01", "order_id": "550cca84-0d98-45dc-b3dd-1ab9c8c6394f", "money": 1403, "province": "辽宁省"}
{"date": "2011-02-01", "order_id": "4934884f-e57e-4a2f-8d45-c31e5859009b", "money": 2571, "province": "山西省"}
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{"date": "2011-02-27", "order_id": "4b753373-4108-4670-8f02-bd3c2cbe3761", "money": 1422, "province": "湖北省"}
{"date": "2011-02-27", "order_id": "0287ebc8-35db-496c-b057-b8ef10e313d0", "money": 1520, "province": "陕西省"}
{"date": "2011-02-27", "order_id": "ae14fb7f-344b-44b3-8110-7a5788614bf6", "money": 2781, "province": "贵州省"}
{"date": "2011-02-27", "order_id": "e5997cc5-6841-459a-9463-4af0d0605a45", "money": 1536, "province": "湖北省"}
{"date": "2011-02-27", "order_id": "36928915-8ded-4e49-b5da-c78d14375248", "money": 1459, "province": "江苏省"}
{"date": "2011-02-27", "order_id": "835b89ad-9c51-4286-9568-54f4f238593a", "money": 1729, "province": "河北省"}
{"date": "2011-02-27", "order_id": "6fcdc8e7-aafa-4741-b3b9-eab1e69f8282", "money": 1138, "province": "广西省"}
{"date": "2011-02-27", "order_id": "cac5aea2-ca23-467f-86f5-caefdfbae649", "money": 2667, "province": "安徽省"}
{"date": "2011-02-27", "order_id": "c4fffd46-2657-488c-92f3-1e3f72119142", "money": 2365, "province": "湖南省"}
{"date": "2011-02-27", "order_id": "78338c7e-8c83-4f6e-b8ce-04e893402eab", "money": 911, "province": "湖北省"}
{"date": "2011-02-27", "order_id": "3563fea0-b6f0-47c0-9ca4-3c734d72cee2", "money": 857, "province": "福建省"}
{"date": "2011-02-28", "order_id": "3328c776-5fe5-49a6-9520-de04703694ec", "money": 2556, "province": "山西省"}
{"date": "2011-02-28", "order_id": "a5f3c32a-86e0-4209-9cc8-e3b3a9806d0c", "money": 2913, "province": "辽宁省"}
{"date": "2011-02-28", "order_id": "b12b0cb3-23f3-4ecd-b293-3f5ba88314c3", "money": 1739, "province": "湖南省"}
{"date": "2011-02-28", "order_id": "f59ae279-1209-4d04-98b7-54953f2ce3b1", "money": 174, "province": "江西省"}
{"date": "2011-02-28", "order_id": "78065ddb-7e10-4dd6-90fa-7d0944513ec2", "money": 2633, "province": "山东省"}
{"date": "2011-02-28", "order_id": "a4fee1d2-8406-45b4-ad0d-844da8ccc297", "money": 1415, "province": "辽宁省"}
{"date": "2011-02-28", "order_id": "b9d0d2f8-afe5-4cd3-897d-9f78e4e940ad", "money": 998, "province": "陕西省"}
{"date": "2011-02-28", "order_id": "be50a347-9435-47e9-b7a0-25f634f170c5", "money": 1337, "province": "湖南省"}
{"date": "2011-02-28", "order_id": "d860472a-81af-493e-a625-3fa6aad6c8ce", "money": 131, "province": "河北省"}
{"date": "2011-02-28", "order_id": "b9cdf10b-e00b-47d0-8cb9-aee873b3bf87", "money": 2386, "province": "河北省"}
{"date": "2011-02-28", "order_id": "be459062-806d-4943-8f4d-0a00b749acb9", "money": 2973, "province": "四川省"}
{"date": "2011-02-28", "order_id": "a536bd04-b10e-4ab6-a389-341ee8ee6e47", "money": 1131, "province": "山东省"}
{"date": "2011-02-28", "order_id": "d8581608-6b4f-4eca-81b2-b6355c03b4da", "money": 2427, "province": "云南省"}
{"date": "2011-02-28", "order_id": "b13a38ac-e0fe-484e-aedf-1065d1c67bfb", "money": 781, "province": "河北省"}
{"date": "2011-02-28", "order_id": "18a10513-267c-4211-a03a-8c8fe2525671", "money": 2538, "province": "湖北省"}
{"date": "2011-02-28", "order_id": "6e451be0-7ce7-4f61-b13c-6a8296cab8d1", "money": 656, "province": "四川省"}
{"date": "2011-02-28", "order_id": "38141538-04d5-439c-aca6-4f4e4716ca97", "money": 2636, "province": "云南省"}
{"date": "2011-02-28", "order_id": "5def5808-0d73-486d-b7dc-06e89d12143d", "money": 587, "province": "山西省"}
{"date": "2011-02-28", "order_id": "f6b20ff4-f422-4ba1-9d54-38764b0c30e8", "money": 1132, "province": "广西省"}
{"date": "2011-02-28", "order_id": "053bb223-a70b-421c-a692-e73c6ac89b3e", "money": 2894, "province": "浙江省"}
{"date": "2011-02-28", "order_id": "9c50ec25-2c92-414e-81b1-f4c749684439", "money": 346, "province": "陕西省"}
{"date": "2011-02-28", "order_id": "7a9e29ef-4030-425f-9174-8c2a4da19ff7", "money": 1746, "province": "江西省"}
{"date": "2011-02-28", "order_id": "0e9df40c-d106-4b58-8fba-772f9818035f", "money": 680, "province": "四川省"}
{"date": "2011-02-28", "order_id": "5b03fc64-cb93-4735-81cc-a08315f8d014", "money": 593, "province": "山西省"}
{"date": "2011-02-28", "order_id": "636067bd-3831-4eb6-b29e-5cd977a08826", "money": 636, "province": "四川省"}
{"date": "2011-02-28", "order_id": "0a3c0ff5-7cbd-4f47-9949-2faf749fc04e", "money": 1534, "province": "河北省"}
{"date": "2011-02-28", "order_id": "48276653-9766-4a39-b9eb-330223a9ac5b", "money": 1113, "province": "辽宁省"}
{"date": "2011-02-28", "order_id": "97214f09-1b2e-4eeb-926d-d4b27ed7b632", "money": 582, "province": "浙江省"}
{"date": "2011-02-28", "order_id": "92204883-9c91-4117-a2bd-1a05a9aba69f", "money": 2304, "province": "河北省"}
{"date": "2011-02-28", "order_id": "fe8f5a16-83d1-4bf1-98fe-3988a942dd6a", "money": 1011, "province": "安徽省"}
{"date": "2011-02-28", "order_id": "91cb8d91-66e8-4834-9fda-ead379e4cec8", "money": 1253, "province": "贵州省"}
{"date": "2011-02-28", "order_id": "7726afdc-c05e-4f4d-8f4d-376dc6d24522", "money": 1920, "province": "河南省"}
{"date": "2011-02-28", "order_id": "e7c0797c-609c-474a-82a5-7293f93594f6", "money": 630, "province": "山东省"}

需求分析

演示

1）创建一个data_define.py文件用来定义数据的类

"""
数据定义的类
"""
# 根据txt文件我们可以知道，文件中的数据只有4种类型，日期、订单id、销售额、省份
class Record:
    def __init__(self,date,order_id,money,province):
        self.date = date          # 订单日期
        self.order_id = order_id      # 订单id
        self.money = money         # 订单金额
        self.province = province      # 订单省份

2）创建一个file_define.py用来定义文件读取的抽象类（为什么使用抽象类？因为两份数据文件的内容格式不一样，使用抽象类先定义好读取文件的基础功能但是不实现，让子类在使用对应的功能，一个数据文件是字符串类型一个是JSON类型让子类实现对应的功能这样代码必要简洁易懂）

"""文件相关的定义"""
import json

from data_define import Record   # 就是刚才创建的data_define.py文件内定义的Record类对象
# 先定义一个抽象类来做顶层设计，确定有哪些功能需要实现
class FileReader:

    def read_data(self) -> list([Record]): # -> list[Record]设置返回值的类型注解为Record对象
        """读取文件的数据，读到的每一条数据都转换为 Record 对象，将他们都封装到List列表内返回即可"""
        pass   # 返回空不做操作，让子类再实现具体的功能

3）继续在file_define.py文件后面添加文件文件与JSON文件的读取与数据处理类

"""
定义子类 : 文本文件的读取、JSON文件的读取
"""
# 文本文件的读取
class TextFileReader(FileReader):  # FileReader 父类
    def __init__(self,path):   # 构造方法，传参给类就是相当于传参个构造函数
        self.path = path   # 定义成员变量记录数据文件的路径

    # 复写(实现抽象方法)父类的方法
    def read_data(self) -> list([Record]):
        # 要操作的文件路径，操作方式r读取，读取的文件编码
        f = open(self.path,"r",encoding="UTF-8")  # 定义文件的操作对象
        record_list: list[Record] = []            # 存储文本文件处理后的数据
        for line in f.readlines():                # f.readlines() 把文件读取出来放入列表中，列表的每个元素都是文件中的一行数据
            line = line.strip()                   # strip()方法不传参数就是清除字符串两边的空格与换行，这里就是消除每一行的 \n  可以自己注释掉
            data_line = line.split(",")                # 日期、订单id、销售额、省份在文件中都是用“，” 逗号分割的，split() 方法分割字符串，并将拆分后的字符串存入列表
            record = Record(data_line[0],data_line[1],int(data_line[2]),data_line[3])  # 将分割后的日期、订单id、销售额、省份传个Record类，最上面引入进来的
            record_list.append(record) # 加组合好的record变量追加到record_list列表中存储起来，以便后面使用  append() 追加元素
            # print(data_line)
        f.close()            # 关闭文件
        return record_list   # 数据处理完成后，将record_list列表返回

# JSON文件的读取
class JsonFileReader:
    def __init__(self, path):  # 构造方法，传参给类就是相当于传参个构造函数
        self.path = path  # 定义成员变量记录数据文件的路径

    # 复写(实现抽象方法)父类的方法
    def read_data(self) -> list([Record]):
        # 要操作的文件路径，操作方式r读取，读取的文件编码
        f = open(self.path, "r", encoding="UTF-8")  # 定义文件的操作对象
        record_list: list[Record] = []   # 存储JSON文件处理后的数据
        for line in f.readlines():
            data_dict = json.loads(line)  # 将JSON格式的数据转换成Python格式数据
            record = Record(data_dict["date"],data_dict["order_id"],data_dict["money"],data_dict["province"])
            record_list.append(record)
            print(record)

        return record_list
        f.close()  # 关闭文件
        return record_list  # 数据处理完成后，将record_list列表返回

if __name__ == '__main__':   # __main__变量是模块的测试变量，里面的代码只有运行当前模块再会执行，被别引入调用是不会执行的
    text_file_reader = TextFileReader("F:/案例数据/数据分析案例/2011年1月销售数据.txt")  # 调用类创建类对象并把文件路径传给类的构造方法
    text_file_reader.read_data()  # 有文件路径了调用TextFileReader类的写(实现抽象方法)父类的方法

    json_file_reader = JsonFileReader("F:/案例数据/数据分析案例/2011年2月销售数据JSON.txt")
    json_file_reader.read_data()

如果现在你运行代码你会发现打印的数据都是数据在缓存中的内存地址，内存地址对我们没啥大用处，所以我们这里要指定对象输入的类型

4）使用魔术方法__str__指定对象输入的字符串（上面有讲过这个方法）

在data_define.py文件的Record类中添加

    def __str__(self):   # __str__是一个内置的魔术方法，设置输出的字符串，默认是输出内存地址
        return f"{self.date},{self.order_id},{self.money},{self.province}"

再次运行代码，问题解决

5）数据计算（计算销售额），创建一个main.py文件（主文件）

"""
面向对象，数据分析案例，主业务逻辑代码
实现步骤：
1. 设计一个类，可以完成数据的封装
2. 设计一个抽象类，定义文件读取的相关功能，比使用之类实现具体的功能
3. 读取文件，生产数据对象
4. 进行数据需求的逻辑计算（计算每一天的销售额）
5. 通过PyEcharts进行图形绘制
"""

from file_define import  FileReader,TextFileReader,JsonFileReader   # 从file_define文件中把刚才写好的类全部导入进来
from data_define import Record   # 在data_define文件中把数据定义的类Record也导入进来

# 普通的文本文件
text_file_reader = TextFileReader("F:/案例数据/数据分析案例/2011年1月销售数据.txt")  # 调用类创建类对象并把文件路径传给类的构造方法
# JSON文件
json_file_reader = JsonFileReader("F:/案例数据/数据分析案例/2011年2月销售数据JSON.txt")

# 有文件路径了，调用TextFileReader类的写(实现抽象方法)父类的方法read_data，返回格式处理后的数据
jan_data:list([Record]) = text_file_reader.read_data()    # 一月的数据
feb_data:list([Record]) = json_file_reader.read_data()    # 二月的数据
# 将2个月份的数据合并为1个list列表存储
all_data = jan_data + feb_data
# print(all_data)

# 进行数据计算（计算每一个的数据销售额）
"""
思路：使用字典如：{2011-1-1:1234,2011-1-2:2234} 
判断字典的key也就是日期，如果key已经存在就将value进行累加，不存加就添加
"""
data_dict = {}  # 定义一个空的字典
for record in all_data:  # 遍历all_data列表拿到每一个元素
    if record.date in data_dict.keys():  # 判断当前日期在字典中是否存在，keys() 方法返回字典的全部key
        # 当前日期已经有记录了，所以和记录中的做累加操作
        data_dict[record.date] += record.money  # 属性名称都是在Record类中定义好的
        pass
    else:
        # 没有被记录直接添加就好
        data_dict[record.date] = record.money
print(data_dict)  # 验证一下

6）可视化开发

"""
面向对象，数据分析案例，主业务逻辑代码
实现步骤：
1. 设计一个类，可以完成数据的封装
2. 设计一个抽象类，定义文件读取的相关功能，比使用之类实现具体的功能
3. 读取文件，生产数据对象
4. 进行数据需求的逻辑计算（计算每一天的销售额）
5. 通过PyEcharts进行图形绘制
"""

from file_define import  FileReader,TextFileReader,JsonFileReader   # 从file_define文件中把刚才写好的类全部导入进来
from data_define import Record      # 在data_define文件中把数据定义的类Record也导入进来
from pyecharts.charts import  Bar   # 导入柱状图模块
from pyecharts.options import *     # 导入图表的可选项操作
from pyecharts.globals import ThemeType  # 导入图表的主题设置

# 普通的文本文件
text_file_reader = TextFileReader("F:/案例数据/数据分析案例/2011年1月销售数据.txt")  # 调用类创建类对象并把文件路径传给类的构造方法
# JSON文件
json_file_reader = JsonFileReader("F:/案例数据/数据分析案例/2011年2月销售数据JSON.txt")

# 有文件路径了，调用TextFileReader类的写(实现抽象方法)父类的方法read_data，返回格式处理后的数据
jan_data:list([Record]) = text_file_reader.read_data()    # 一月的数据
feb_data:list([Record]) = json_file_reader.read_data()    # 二月的数据
# 将2个月份的数据合并为1个list列表存储
all_data = jan_data + feb_data
# print(all_data)

# 进行数据计算（计算每一个的数据销售额）
"""
思路：使用字典如：{2011-1-1:1234,2011-1-2:2234} 
判断字典的key也就是日期，如果key已经存在就将value进行累加，不存加就添加
"""
data_dict = {}  # 定义一个空的字典
for record in all_data:  # 遍历all_data列表拿到每一个元素
    if record.date in data_dict.keys():  # 判断当前日期在字典中是否存在，keys() 方法返回字典的全部key
        # 当前日期已经有记录了，所以和记录中的做累加操作
        data_dict[record.date] += record.money  # 属性名称都是在Record类中定义好的
        pass
    else:
        # 没有被记录直接添加就好
        data_dict[record.date] = record.money
print(data_dict)  # 验证一下

# 可以化开发
bar = Bar(init_opts=InitOpts(theme=ThemeType.LIGHT))  # 调用Bar模块创建图表类对象,init_opts=InitOpts()设置主题 theme=ThemeType.LIGHT 设置主题颜色为蓝色
bar.add_xaxis(list(data_dict.keys()))             # 添加图表的x轴数据，要求是列表类型所以使用list()方法转换一下
bar.add_yaxis("销售额",list(data_dict.values()),label_opts=LabelOpts(is_show=False))   # 添加图表的y轴的数据,label_opts=LabelOpts(is_show=False)控制不展示y轴的数字
bar.set_global_opts(
    title_opts=TitleOpts(title = "每日销售额") # 设置图表标题
)

bar.render("每日销售额柱状图.html")

运行代码后会有个html文件浏览器打开即可，最终效果图