diff --git a/sobear/GetCitiesUrl.py b/sobear/GetCitiesUrl.py
new file mode 100644
index 0000000..79cfc6e
--- /dev/null
+++ b/sobear/GetCitiesUrl.py
@@ -0,0 +1,98 @@
+import csv
+
+import requests
+from fake_useragent import UserAgent
+import pandas as pd
+
+
+# ----------------爬取各城市链接
+ua = UserAgent()
+headers = {
+    'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8',
+    'Accept-Encoding': 'gzip, deflate, sdch',
+    'Accept-Language': 'zh-CN,zh;q=0.8',
+    'Connection': 'keep-alive',
+    'User-Agent': ua.random
+}
+
+url = 'http://www.nmc.cn/f/rest/province'  # 替换成实际的URL
+
+#  public
+# 发送GET请求获取响应对象
+def get_response(url):
+    response = requests.get(url, headers=headers)
+    return response
+
+
+
+# 获取城市代码
+# 从给定的JSON数据中找到指定name对应的code
+def find_code_by_name(json_data, target_name):
+    for item in json_data:
+        if item['name'] == target_name:
+            return item['code']
+    return None
+
+def get_cityCode(target_name,url):
+    # 发送GET请求获取JSON数据
+    response = get_response(url)
+    if response.status_code == 200:
+        json_data = response.json()
+        code = find_code_by_name(json_data, target_name)
+        if code:
+            print(f"The code for {target_name} is {code}\n-----------citycode获取完成-----------\n")
+            return code
+        else:
+            print(f"Code not found for {target_name}")
+    else:
+        print("Failed to retrieve JSON data")
+
+
+
+
+
+# 获取所有区县的'city_index', 'city_name', 'city_url'
+
+def get_citys(url):
+    # 发送GET请求获取JSON数据
+    response = get_response(url)
+    data = response.json()
+    # 写入 CSV 文件
+    with open('cities_data.csv', 'w', newline='', encoding='utf-8') as csvfile:
+        fieldnames = ['city_index', 'city_name']
+        writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
+
+        writer.writeheader()
+        for index, city_data in enumerate(data, start=1):
+            writer.writerow({
+                'city_index': city_data['code'],
+                'city_name': city_data['city'],
+            })
+
+    print("\n-----------cityindex-cityname获取完成-----------\n")
+
+
+# 存储 city_index 列数据的列表
+city_index_list = []
+def get_cityIndex():
+    # 打开 CSV 文件进行读取
+    with open('cities_data.csv', 'r', newline='', encoding='utf-8') as csvfile:
+        reader = csv.DictReader(csvfile)
+        # 读取每一行数据
+        for row in reader:
+            # 提取 city_index 列数据并添加到列表中
+            city_index_list.append(row['city_index'])
+
+# 存储 cities_urls 列数据的列表
+def get_citys():
+    # 获取对应城市数据的网址
+    citys_urllist = []
+    get_cityIndex()
+    for index in city_index_list:
+        acityurl = 'http://www.nmc.cn/rest/weather?stationid=' + index
+        acityurl = acityurl.replace(' ','')
+        citys_urllist.append(acityurl)
+    df = pd.DataFrame(citys_urllist, columns=['city_url'])
+    df.to_csv('cities_urls.csv', index=False)
+
+get_citys()
diff --git a/sobear/GetWhetherData.py b/sobear/GetWhetherData.py
new file mode 100644
index 0000000..a154bb3
--- /dev/null
+++ b/sobear/GetWhetherData.py
@@ -0,0 +1,78 @@
+import pandas as pd
+import csv
+import requests
+from fake_useragent import UserAgent
+ua = UserAgent()
+headers = {
+    'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8',
+    'Accept-Encoding': 'gzip, deflate, sdch',
+    'Accept-Language': 'zh-CN,zh;q=0.8',
+    'Connection': 'keep-alive',
+    'User-Agent': ua.random
+}
+
+
+
+def get_response(url):
+    response = requests.get(url, headers=headers)
+    return response
+
+# 用于存储网址的一维列表
+url_list = []
+
+# 读取CSV文件并将网址存储到列表中
+with open('cities_urls.csv', newline='', encoding='utf-8') as csvfile:
+    reader = csv.reader(csvfile)
+    # 跳过表头
+    next(reader, None)
+    for row in reader:
+        url_list.append(row[0])
+
+# 爬取data_now.csv数据
+weather_data = []
+
+#爬取data_hour.csv数据
+weather_hour = []
+
+for index in url_list:
+    print(index)
+    response = get_response(index)
+    data = response.json()['data']
+    city_weather = {
+        'city_index': data['real']['station']['code'],
+        'city_name' : data['predict']['station']['city'],
+        'time' : data['real']['publish_time'],
+        'temperature': data['real']['weather']['temperature'],
+        'humidity' :data['real']['weather']['humidity'],
+        'rain' : data['real']['weather']['rain'],
+        'wind_direction' : data['real']['wind']['direct'],
+        'wind_speed' : data['real']['wind']['speed'],
+        'info' : data['real']['weather']['info'],
+        'aqi': data['air']['aqi'] if 'air' in data and 'aqi' in data['air'] else None,
+        'sqiText': data['air']['text'] if 'air' in data and 'text' in data['air'] else None
+
+    }
+    for i in range(0,24):
+        city_hour = {
+            'city_index': data['real']['station']['code'],
+            'city_name': data['predict']['station']['city'],
+            'time' : data['passedchart'][i]['time'],
+            'temperature': data['passedchart'][i]['temperature'],
+            'humidity': data['passedchart'][i]['humidity'],
+            'rain1h' : data['passedchart'][i]['rain1h'],
+            'pressure' : data['passedchart'][i]['pressure'],
+            'windDirection' : data['passedchart'][i]['windDirection'],
+            'windSpeed' : data['passedchart'][i]['windSpeed']
+        }
+        weather_hour.append(city_hour)
+
+
+
+    weather_data.append(city_weather)
+# 将列表数据转换为 DataFrame
+df1 = pd.DataFrame(weather_data)
+# 将 DataFrame 写入 CSV 文件并包含表头
+df1.to_csv('data_now.csv', index=False)
+
+df2 = pd.DataFrame(weather_hour)
+df2.to_csv('data_hour.csv', index=False)
\ No newline at end of file
diff --git a/sobear/cities_data.csv b/sobear/cities_data.csv
new file mode 100644
index 0000000..2c53f5d
--- /dev/null
+++ b/sobear/cities_data.csv
@@ -0,0 +1,35 @@
+city_index,city_name
+57348,奉节
+57522,涪陵
+57536,黔江
+57518,巴南
+57511,北碚
+57520,长寿
+57333,城口
+57502,大足
+57425,垫江
+57523,丰都
+57512,合川
+57517,江津
+57338,开州
+57426,梁平
+A7003,南川
+57537,彭水
+57505,荣昌
+57516,沙坪坝
+57438,石柱
+57510,铜梁
+57509,万盛
+57432,万州
+57349,巫山
+57345,巫溪
+57525,武隆
+57635,秀山
+57506,永川
+57633,酉阳
+57513,渝北
+57339,云阳
+57437,忠县
+57409,潼南
+57514,璧山
+57612,綦江
diff --git a/sobear/cities_urls.csv b/sobear/cities_urls.csv
new file mode 100644
index 0000000..dbd29f4
--- /dev/null
+++ b/sobear/cities_urls.csv
@@ -0,0 +1,35 @@
+city_url
+http://www.nmc.cn/rest/weather?stationid=57348
+http://www.nmc.cn/rest/weather?stationid=57522
+http://www.nmc.cn/rest/weather?stationid=57536
+http://www.nmc.cn/rest/weather?stationid=57518
+http://www.nmc.cn/rest/weather?stationid=57511
+http://www.nmc.cn/rest/weather?stationid=57520
+http://www.nmc.cn/rest/weather?stationid=57333
+http://www.nmc.cn/rest/weather?stationid=57502
+http://www.nmc.cn/rest/weather?stationid=57425
+http://www.nmc.cn/rest/weather?stationid=57523
+http://www.nmc.cn/rest/weather?stationid=57512
+http://www.nmc.cn/rest/weather?stationid=57517
+http://www.nmc.cn/rest/weather?stationid=57338
+http://www.nmc.cn/rest/weather?stationid=57426
+http://www.nmc.cn/rest/weather?stationid=A7003
+http://www.nmc.cn/rest/weather?stationid=57537
+http://www.nmc.cn/rest/weather?stationid=57505
+http://www.nmc.cn/rest/weather?stationid=57516
+http://www.nmc.cn/rest/weather?stationid=57438
+http://www.nmc.cn/rest/weather?stationid=57510
+http://www.nmc.cn/rest/weather?stationid=57509
+http://www.nmc.cn/rest/weather?stationid=57432
+http://www.nmc.cn/rest/weather?stationid=57349
+http://www.nmc.cn/rest/weather?stationid=57345
+http://www.nmc.cn/rest/weather?stationid=57525
+http://www.nmc.cn/rest/weather?stationid=57635
+http://www.nmc.cn/rest/weather?stationid=57506
+http://www.nmc.cn/rest/weather?stationid=57633
+http://www.nmc.cn/rest/weather?stationid=57513
+http://www.nmc.cn/rest/weather?stationid=57339
+http://www.nmc.cn/rest/weather?stationid=57437
+http://www.nmc.cn/rest/weather?stationid=57409
+http://www.nmc.cn/rest/weather?stationid=57514
+http://www.nmc.cn/rest/weather?stationid=57612
diff --git a/sobear/data_hour.csv b/sobear/data_hour.csv
new file mode 100644
index 0000000..3d52735
--- /dev/null
+++ b/sobear/data_hour.csv
@@ -0,0 +1,817 @@
+city_index,city_name,time,temperature,humidity,rain1h,pressure,windDirection,windSpeed
+57348,奉节,2024-05-31 10:00,24.3,80.0,0.0,978.0,162.0,2.9
+57348,奉节,2024-05-31 09:00,23.1,82.0,0.0,977.0,139.0,1.1
+57348,奉节,2024-05-31 08:00,21.3,95.0,0.0,978.0,91.0,1.3
+57348,奉节,2024-05-31 07:00,20.3,100.0,0.0,977.0,74.0,0.7
+57348,奉节,2024-05-31 06:00,19.7,100.0,0.0,978.0,357.0,1.0
+57348,奉节,2024-05-31 05:00,19.5,100.0,0.0,977.0,23.0,0.7
+57348,奉节,2024-05-31 04:00,20.0,100.0,0.0,977.0,249.0,1.2
+57348,奉节,2024-05-31 03:00,20.4,95.0,0.0,977.0,218.0,1.5
+57348,奉节,2024-05-31 02:00,20.6,95.0,0.0,977.0,232.0,1.4
+57348,奉节,2024-05-31 01:00,20.9,93.0,0.0,977.0,238.0,1.5
+57348,奉节,2024-05-31 00:00,21.2,89.0,0.0,977.0,252.0,0.9
+57348,奉节,2024-05-30 23:00,21.6,87.0,0.0,977.0,193.0,2.8
+57348,奉节,2024-05-30 22:00,22.0,82.0,0.0,977.0,238.0,2.6
+57348,奉节,2024-05-30 21:00,22.5,79.0,0.0,976.0,207.0,2.2
+57348,奉节,2024-05-30 20:00,23.0,73.0,0.0,976.0,215.0,1.5
+57348,奉节,2024-05-30 19:00,23.5,71.0,0.0,975.0,238.0,1.5
+57348,奉节,2024-05-30 18:00,23.9,70.0,0.0,975.0,221.0,3.1
+57348,奉节,2024-05-30 17:00,23.9,70.0,0.0,974.0,238.0,2.4
+57348,奉节,2024-05-30 16:00,24.3,68.0,0.0,974.0,207.0,3.2
+57348,奉节,2024-05-30 15:00,24.7,66.0,0.0,975.0,179.0,3.7
+57348,奉节,2024-05-30 14:00,24.2,68.0,0.0,975.0,198.0,6.4
+57348,奉节,2024-05-30 13:00,23.4,72.0,0.0,976.0,198.0,5.0
+57348,奉节,2024-05-30 12:00,22.9,77.0,0.0,976.0,207.0,3.9
+57348,奉节,2024-05-30 11:00,22.2,76.0,0.0,976.0,190.0,4.0
+57522,涪陵,2024-05-31 10:00,23.5,77.0,0.0,969.0,94.0,2.8
+57522,涪陵,2024-05-31 09:00,22.0,89.0,0.0,970.0,102.0,2.1
+57522,涪陵,2024-05-31 08:00,20.3,100.0,0.0,969.0,43.0,1.1
+57522,涪陵,2024-05-31 07:00,18.5,100.0,0.0,969.0,65.0,1.6
+57522,涪陵,2024-05-31 06:00,18.1,100.0,0.0,969.0,34.0,0.8
+57522,涪陵,2024-05-31 05:00,18.1,100.0,0.0,968.0,108.0,0.7
+57522,涪陵,2024-05-31 04:00,18.5,100.0,0.0,968.0,91.0,1.1
+57522,涪陵,2024-05-31 03:00,18.8,100.0,0.0,968.0,351.0,1.7
+57522,涪陵,2024-05-31 02:00,19.6,100.0,0.0,968.0,45.0,0.9
+57522,涪陵,2024-05-31 01:00,19.8,100.0,0.0,968.0,79.0,1.2
+57522,涪陵,2024-05-31 00:00,19.9,100.0,0.0,969.0,317.0,1.3
+57522,涪陵,2024-05-30 23:00,20.2,95.0,0.0,970.0,48.0,2.1
+57522,涪陵,2024-05-30 22:00,20.9,84.0,0.0,969.0,68.0,2.1
+57522,涪陵,2024-05-30 21:00,21.9,73.0,0.0,969.0,102.0,1.6
+57522,涪陵,2024-05-30 20:00,22.6,67.0,0.0,968.0,278.0,1.0
+57522,涪陵,2024-05-30 19:00,23.5,65.0,0.0,967.0,258.0,0.8
+57522,涪陵,2024-05-30 18:00,24.2,59.0,0.0,967.0,113.0,0.9
+57522,涪陵,2024-05-30 17:00,24.0,61.0,0.0,967.0,68.0,1.4
+57522,涪陵,2024-05-30 16:00,24.2,68.0,0.0,967.0,119.0,1.4
+57522,涪陵,2024-05-30 15:00,22.7,78.0,0.0,968.0,315.0,1.3
+57522,涪陵,2024-05-30 14:00,21.7,94.0,0.0,968.0,193.0,2.2
+57522,涪陵,2024-05-30 13:00,21.0,98.0,0.0,969.0,241.0,1.7
+57522,涪陵,2024-05-30 12:00,20.0,100.0,0.0,969.0,230.0,1.6
+57522,涪陵,2024-05-30 11:00,19.1,100.0,0.0,970.0,238.0,2.5
+57536,黔江,2024-05-31 10:00,21.3,74.0,0.0,924.0,287.0,2.5
+57536,黔江,2024-05-31 09:00,19.0,89.0,0.0,924.0,281.0,2.1
+57536,黔江,2024-05-31 08:00,17.8,98.0,0.0,924.0,208.0,0.9
+57536,黔江,2024-05-31 07:00,17.3,98.0,0.0,923.0,45.0,0.8
+57536,黔江,2024-05-31 06:00,17.1,98.0,0.0,923.0,51.0,1.0
+57536,黔江,2024-05-31 05:00,17.4,98.0,0.0,923.0,329.0,0.6
+57536,黔江,2024-05-31 04:00,17.3,98.0,0.0,923.0,304.0,0.6
+57536,黔江,2024-05-31 03:00,17.4,98.0,0.0,923.0,23.0,0.3
+57536,黔江,2024-05-31 02:00,17.5,98.0,0.0,923.0,242.0,1.2
+57536,黔江,2024-05-31 01:00,17.7,97.0,0.0,923.0,211.0,0.7
+57536,黔江,2024-05-31 00:00,18.0,96.0,0.0,924.0,9999.0,0.0
+57536,黔江,2024-05-30 23:00,18.2,96.0,0.0,924.0,287.0,0.8
+57536,黔江,2024-05-30 22:00,18.4,94.0,0.0,924.0,200.0,1.4
+57536,黔江,2024-05-30 21:00,18.8,94.0,0.0,923.0,256.0,1.5
+57536,黔江,2024-05-30 20:00,19.3,86.0,0.0,922.0,197.0,1.0
+57536,黔江,2024-05-30 19:00,19.7,87.0,0.0,922.0,245.0,1.1
+57536,黔江,2024-05-30 18:00,20.2,83.0,0.0,921.0,104.0,0.8
+57536,黔江,2024-05-30 17:00,20.3,81.0,0.0,921.0,113.0,1.1
+57536,黔江,2024-05-30 16:00,19.9,81.0,0.0,922.0,205.0,1.5
+57536,黔江,2024-05-30 15:00,20.0,83.0,0.0,922.0,256.0,2.1
+57536,黔江,2024-05-30 14:00,19.1,86.0,0.0,922.0,233.0,1.7
+57536,黔江,2024-05-30 13:00,18.8,87.0,0.0,922.0,228.0,1.7
+57536,黔江,2024-05-30 12:00,17.4,95.0,0.0,922.0,281.0,1.9
+57536,黔江,2024-05-30 11:00,17.0,95.0,0.0,923.0,228.0,2.8
+57518,巴南,2024-05-31 10:00,22.7,72.0,0.0,955.0,129.0,1.4
+57518,巴南,2024-05-31 09:00,22.0,74.0,0.0,954.0,127.0,1.3
+57518,巴南,2024-05-31 08:00,20.5,84.0,0.0,954.0,20.0,1.5
+57518,巴南,2024-05-31 07:00,19.3,84.0,0.0,954.0,79.0,0.9
+57518,巴南,2024-05-31 06:00,19.0,86.0,0.0,953.0,62.0,1.1
+57518,巴南,2024-05-31 05:00,19.3,85.0,0.0,953.0,146.0,0.9
+57518,巴南,2024-05-31 04:00,19.0,88.0,0.0,953.0,121.0,0.3
+57518,巴南,2024-05-31 03:00,18.9,87.0,0.0,953.0,357.0,0.8
+57518,巴南,2024-05-31 02:00,19.6,82.0,0.0,953.0,205.0,1.6
+57518,巴南,2024-05-31 01:00,20.1,81.0,0.0,954.0,183.0,1.9
+57518,巴南,2024-05-31 00:00,19.7,82.0,0.0,954.0,197.0,1.6
+57518,巴南,2024-05-30 23:00,20.4,77.0,0.0,955.0,158.0,0.9
+57518,巴南,2024-05-30 22:00,21.0,72.0,0.0,954.0,214.0,2.1
+57518,巴南,2024-05-30 21:00,20.7,81.0,0.0,954.0,180.0,1.6
+57518,巴南,2024-05-30 20:00,20.8,83.0,0.0,953.0,143.0,1.6
+57518,巴南,2024-05-30 19:00,21.5,76.0,0.0,953.0,141.0,1.8
+57518,巴南,2024-05-30 18:00,22.0,75.0,0.0,952.0,143.0,1.6
+57518,巴南,2024-05-30 17:00,21.9,78.0,0.0,952.0,129.0,1.8
+57518,巴南,2024-05-30 16:00,21.9,81.0,0.0,953.0,149.0,2.2
+57518,巴南,2024-05-30 15:00,20.9,87.0,0.0,953.0,93.0,3.3
+57518,巴南,2024-05-30 14:00,19.8,90.0,0.0,954.0,132.0,2.7
+57518,巴南,2024-05-30 13:00,19.5,93.0,0.0,954.0,113.0,2.9
+57518,巴南,2024-05-30 12:00,19.3,95.0,0.0,954.0,101.0,2.7
+57518,巴南,2024-05-30 11:00,19.0,91.0,0.0,955.0,273.0,2.8
+57511,北碚,2024-05-31 10:00,24.8,65.0,0.0,984.0,224.0,5.0
+57511,北碚,2024-05-31 09:00,23.2,75.0,0.0,984.0,193.0,3.2
+57511,北碚,2024-05-31 08:00,21.2,88.0,0.0,984.0,170.0,1.2
+57511,北碚,2024-05-31 07:00,19.9,95.0,0.0,984.0,306.0,0.7
+57511,北碚,2024-05-31 06:00,19.3,95.0,0.0,983.0,281.0,0.7
+57511,北碚,2024-05-31 05:00,19.2,95.0,0.0,983.0,9999.0,0.1
+57511,北碚,2024-05-31 04:00,19.5,94.0,0.0,983.0,85.0,0.8
+57511,北碚,2024-05-31 03:00,20.3,89.0,0.0,983.0,139.0,0.9
+57511,北碚,2024-05-31 02:00,20.3,90.0,0.0,983.0,204.0,1.1
+57511,北碚,2024-05-31 01:00,20.8,90.0,0.0,983.0,51.0,1.0
+57511,北碚,2024-05-31 00:00,21.4,85.0,0.0,984.0,145.0,1.0
+57511,北碚,2024-05-30 23:00,22.0,79.0,0.0,984.0,179.0,1.8
+57511,北碚,2024-05-30 22:00,22.3,78.0,0.0,984.0,179.0,1.8
+57511,北碚,2024-05-30 21:00,23.0,75.0,0.0,983.0,145.0,2.0
+57511,北碚,2024-05-30 20:00,24.0,71.0,0.0,983.0,156.0,2.8
+57511,北碚,2024-05-30 19:00,25.0,67.0,0.0,982.0,201.0,4.6
+57511,北碚,2024-05-30 18:00,26.3,63.0,0.0,981.0,204.0,4.1
+57511,北碚,2024-05-30 17:00,27.7,54.0,0.0,981.0,71.0,1.9
+57511,北碚,2024-05-30 16:00,27.1,55.0,0.0,982.0,244.0,2.7
+57511,北碚,2024-05-30 15:00,26.4,66.0,0.0,982.0,111.0,1.3
+57511,北碚,2024-05-30 14:00,24.6,70.0,0.0,983.0,241.0,1.8
+57511,北碚,2024-05-30 13:00,23.3,75.0,0.0,984.0,210.0,1.6
+57511,北碚,2024-05-30 12:00,22.5,77.0,0.0,984.0,261.0,0.9
+57511,北碚,2024-05-30 11:00,21.3,85.0,0.0,985.0,139.0,1.6
+57520,长寿,2024-05-31 10:00,24.1,73.0,0.0,969.0,135.0,1.5
+57520,长寿,2024-05-31 09:00,23.1,74.0,0.0,969.0,3.0,1.3
+57520,长寿,2024-05-31 08:00,20.6,89.0,0.0,969.0,110.0,1.2
+57520,长寿,2024-05-31 07:00,19.2,95.0,0.0,968.0,124.0,1.0
+57520,长寿,2024-05-31 06:00,18.6,95.0,0.0,968.0,56.0,0.7
+57520,长寿,2024-05-31 05:00,18.7,93.0,0.0,968.0,9999.0,0.0
+57520,长寿,2024-05-31 04:00,19.2,90.0,0.0,968.0,42.0,1.1
+57520,长寿,2024-05-31 03:00,19.5,88.0,0.0,968.0,169.0,1.3
+57520,长寿,2024-05-31 02:00,20.0,87.0,0.0,968.0,219.0,0.5
+57520,长寿,2024-05-31 01:00,20.4,83.0,0.0,968.0,53.0,0.8
+57520,长寿,2024-05-31 00:00,21.0,81.0,0.0,969.0,180.0,0.7
+57520,长寿,2024-05-30 23:00,21.3,78.0,0.0,969.0,264.0,0.9
+57520,长寿,2024-05-30 22:00,21.5,77.0,0.0,969.0,248.0,1.0
+57520,长寿,2024-05-30 21:00,21.8,76.0,0.0,968.0,264.0,1.4
+57520,长寿,2024-05-30 20:00,22.5,71.0,0.0,968.0,278.0,2.4
+57520,长寿,2024-05-30 19:00,24.1,63.0,0.0,967.0,174.0,1.7
+57520,长寿,2024-05-30 18:00,23.9,65.0,0.0,966.0,174.0,1.8
+57520,长寿,2024-05-30 17:00,24.3,63.0,0.0,966.0,172.0,1.6
+57520,长寿,2024-05-30 16:00,24.1,64.0,0.0,967.0,163.0,2.0
+57520,长寿,2024-05-30 15:00,23.9,66.0,0.0,967.0,208.0,3.7
+57520,长寿,2024-05-30 14:00,21.9,78.0,0.0,968.0,138.0,0.8
+57520,长寿,2024-05-30 13:00,21.2,83.0,0.0,968.0,256.0,1.5
+57520,长寿,2024-05-30 12:00,20.0,87.0,0.1,969.0,276.0,3.6
+57520,长寿,2024-05-30 11:00,19.3,92.0,0.1,969.0,248.0,2.2
+57333,城口,2024-05-31 10:00,21.8,59.0,0.0,923.0,172.0,1.3
+57333,城口,2024-05-31 09:00,18.8,73.0,0.0,924.0,194.0,1.5
+57333,城口,2024-05-31 08:00,16.9,79.0,0.0,924.0,188.0,0.6
+57333,城口,2024-05-31 07:00,15.8,90.0,0.0,923.0,135.0,1.0
+57333,城口,2024-05-31 06:00,15.3,88.0,0.0,924.0,329.0,1.2
+57333,城口,2024-05-31 05:00,15.3,92.0,0.0,923.0,197.0,1.5
+57333,城口,2024-05-31 04:00,15.4,92.0,0.0,923.0,219.0,1.1
+57333,城口,2024-05-31 03:00,15.9,91.0,0.0,923.0,205.0,0.8
+57333,城口,2024-05-31 02:00,17.0,87.0,0.0,923.0,205.0,0.8
+57333,城口,2024-05-31 01:00,17.5,85.0,0.0,923.0,200.0,0.9
+57333,城口,2024-05-31 00:00,17.9,82.0,0.0,923.0,205.0,0.9
+57333,城口,2024-05-30 23:00,18.6,79.0,0.0,923.0,219.0,1.1
+57333,城口,2024-05-30 22:00,19.2,74.0,0.0,923.0,203.0,1.3
+57333,城口,2024-05-30 21:00,20.0,72.0,0.0,922.0,205.0,1.6
+57333,城口,2024-05-30 20:00,21.1,72.0,0.0,921.0,214.0,1.2
+57333,城口,2024-05-30 19:00,22.9,66.0,0.0,920.0,205.0,1.8
+57333,城口,2024-05-30 18:00,23.4,63.0,0.0,920.0,183.0,2.5
+57333,城口,2024-05-30 17:00,23.4,63.0,0.0,920.0,214.0,2.2
+57333,城口,2024-05-30 16:00,23.5,60.0,0.0,920.0,180.0,1.1
+57333,城口,2024-05-30 15:00,22.5,62.0,0.0,921.0,219.0,1.3
+57333,城口,2024-05-30 14:00,20.8,68.0,0.0,921.0,323.0,2.2
+57333,城口,2024-05-30 13:00,20.4,69.0,0.0,922.0,222.0,1.3
+57333,城口,2024-05-30 12:00,20.1,71.0,0.0,923.0,214.0,1.0
+57333,城口,2024-05-30 11:00,19.5,77.0,0.0,923.0,222.0,2.0
+57502,大足,2024-05-31 10:00,22.4,79.0,0.0,951.0,147.0,1.6
+57502,大足,2024-05-31 09:00,21.6,86.0,0.0,951.0,88.0,1.0
+57502,大足,2024-05-31 08:00,21.3,79.0,0.0,950.0,125.0,1.3
+57502,大足,2024-05-31 07:00,21.0,82.0,0.0,950.0,113.0,2.2
+57502,大足,2024-05-31 06:00,21.0,78.0,0.0,949.0,130.0,1.6
+57502,大足,2024-05-31 05:00,20.7,81.0,0.0,949.0,150.0,2.5
+57502,大足,2024-05-31 04:00,20.8,79.0,0.0,949.0,136.0,1.9
+57502,大足,2024-05-31 03:00,20.7,82.0,0.0,949.0,153.0,2.6
+57502,大足,2024-05-31 02:00,21.1,81.0,0.0,949.0,181.0,2.8
+57502,大足,2024-05-31 01:00,21.4,81.0,0.0,950.0,196.0,2.8
+57502,大足,2024-05-31 00:00,21.6,80.0,0.0,950.0,179.0,2.6
+57502,大足,2024-05-30 23:00,21.8,83.0,0.0,951.0,167.0,3.2
+57502,大足,2024-05-30 22:00,22.3,75.0,0.0,950.0,159.0,2.7
+57502,大足,2024-05-30 21:00,22.6,70.0,0.0,950.0,179.0,3.1
+57502,大足,2024-05-30 20:00,23.4,64.0,0.0,949.0,170.0,2.9
+57502,大足,2024-05-30 19:00,24.4,57.0,0.0,949.0,139.0,2.7
+57502,大足,2024-05-30 18:00,25.8,48.0,0.0,948.0,320.0,1.3
+57502,大足,2024-05-30 17:00,26.0,47.0,0.0,948.0,275.0,3.0
+57502,大足,2024-05-30 16:00,25.8,47.0,0.0,948.0,37.0,1.9
+57502,大足,2024-05-30 15:00,26.1,44.0,0.0,949.0,360.0,3.2
+57502,大足,2024-05-30 14:00,26.7,47.0,0.0,950.0,173.0,1.5
+57502,大足,2024-05-30 13:00,24.7,53.0,0.0,950.0,343.0,0.8
+57502,大足,2024-05-30 12:00,23.5,55.0,0.0,950.0,357.0,1.3
+57502,大足,2024-05-30 11:00,22.1,60.0,0.0,951.0,292.0,2.8
+57425,垫江,2024-05-31 10:00,24.6,67.0,0.0,965.0,228.0,1.8
+57425,垫江,2024-05-31 09:00,23.5,77.0,0.0,965.0,236.0,0.6
+57425,垫江,2024-05-31 08:00,20.3,100.0,0.0,965.0,360.0,2.2
+57425,垫江,2024-05-31 07:00,17.8,100.0,0.0,964.0,98.0,0.4
+57425,垫江,2024-05-31 06:00,16.9,100.0,0.0,964.0,340.0,0.6
+57425,垫江,2024-05-31 05:00,17.2,100.0,0.0,964.0,9999.0,0.0
+57425,垫江,2024-05-31 04:00,17.5,100.0,0.0,964.0,304.0,1.0
+57425,垫江,2024-05-31 03:00,18.2,100.0,0.0,964.0,273.0,0.9
+57425,垫江,2024-05-31 02:00,18.4,100.0,0.0,964.0,290.0,0.7
+57425,垫江,2024-05-31 01:00,18.9,100.0,0.0,964.0,340.0,1.3
+57425,垫江,2024-05-31 00:00,19.8,100.0,0.0,965.0,141.0,0.9
+57425,垫江,2024-05-30 23:00,20.2,98.0,0.0,965.0,183.0,1.4
+57425,垫江,2024-05-30 22:00,20.5,96.0,0.0,965.0,9999.0,0.0
+57425,垫江,2024-05-30 21:00,21.4,87.0,0.0,964.0,219.0,1.0
+57425,垫江,2024-05-30 20:00,22.7,75.0,0.0,963.0,205.0,1.2
+57425,垫江,2024-05-30 19:00,23.3,71.0,0.0,963.0,180.0,1.5
+57425,垫江,2024-05-30 18:00,23.9,68.0,0.0,962.0,169.0,1.9
+57425,垫江,2024-05-30 17:00,24.0,65.0,0.0,962.0,110.0,1.5
+57425,垫江,2024-05-30 16:00,23.8,63.0,0.0,963.0,200.0,2.8
+57425,垫江,2024-05-30 15:00,23.2,67.0,0.0,963.0,127.0,2.8
+57425,垫江,2024-05-30 14:00,23.0,74.0,0.0,963.0,115.0,3.3
+57425,垫江,2024-05-30 13:00,21.9,79.0,0.0,964.0,188.0,2.8
+57425,垫江,2024-05-30 12:00,21.3,82.0,0.0,964.0,163.0,2.6
+57425,垫江,2024-05-30 11:00,20.4,88.0,0.0,964.0,129.0,2.0
+57523,丰都,2024-05-31 10:00,23.0,79.0,0.0,968.0,6.0,1.7
+57523,丰都,2024-05-31 09:00,21.1,90.0,0.0,968.0,323.0,1.2
+57523,丰都,2024-05-31 08:00,19.9,96.0,0.0,967.0,79.0,1.3
+57523,丰都,2024-05-31 07:00,18.0,100.0,0.0,967.0,56.0,1.1
+57523,丰都,2024-05-31 06:00,17.7,100.0,0.0,967.0,222.0,0.8
+57523,丰都,2024-05-31 05:00,18.1,98.0,0.0,966.0,253.0,0.7
+57523,丰都,2024-05-31 04:00,18.5,98.0,0.0,966.0,42.0,0.8
+57523,丰都,2024-05-31 03:00,18.8,98.0,0.0,966.0,301.0,1.0
+57523,丰都,2024-05-31 02:00,19.0,96.0,0.0,966.0,34.0,1.1
+57523,丰都,2024-05-31 01:00,19.6,93.0,0.0,967.0,233.0,1.1
+57523,丰都,2024-05-31 00:00,19.8,90.0,0.0,967.0,188.0,1.0
+57523,丰都,2024-05-30 23:00,20.2,90.0,0.0,968.0,197.0,1.3
+57523,丰都,2024-05-30 22:00,20.8,87.0,0.0,967.0,228.0,1.3
+57523,丰都,2024-05-30 21:00,21.5,78.0,0.0,967.0,9999.0,0.1
+57523,丰都,2024-05-30 20:00,22.2,73.0,0.0,966.0,31.0,1.8
+57523,丰都,2024-05-30 19:00,23.2,68.0,0.0,965.0,135.0,1.4
+57523,丰都,2024-05-30 18:00,23.7,64.0,0.0,965.0,264.0,1.6
+57523,丰都,2024-05-30 17:00,23.4,67.0,0.0,965.0,214.0,1.0
+57523,丰都,2024-05-30 16:00,23.1,71.0,0.0,965.0,287.0,0.9
+57523,丰都,2024-05-30 15:00,22.6,78.0,0.0,966.0,315.0,1.7
+57523,丰都,2024-05-30 14:00,21.7,79.0,0.0,966.0,219.0,1.3
+57523,丰都,2024-05-30 13:00,20.6,93.0,0.0,967.0,259.0,1.3
+57523,丰都,2024-05-30 12:00,19.4,92.0,0.0,967.0,278.0,1.3
+57523,丰都,2024-05-30 11:00,19.1,93.0,0.0,967.0,267.0,2.0
+57512,合川,2024-05-31 09:00,24.4,70.0,0.0,970.0,79.0,1.9
+57512,合川,2024-05-31 08:00,21.6,80.0,0.0,970.0,276.0,0.6
+57512,合川,2024-05-31 07:00,21.3,79.0,0.0,969.0,127.0,1.5
+57512,合川,2024-05-31 06:00,20.8,83.0,0.0,969.0,121.0,2.1
+57512,合川,2024-05-31 05:00,20.7,84.0,0.0,968.0,110.0,2.9
+57512,合川,2024-05-31 04:00,21.1,81.0,0.0,968.0,82.0,1.4
+57512,合川,2024-05-31 03:00,21.5,78.0,0.0,968.0,166.0,3.4
+57512,合川,2024-05-31 02:00,21.7,80.0,0.0,969.0,203.0,2.0
+57512,合川,2024-05-31 01:00,21.8,80.0,0.0,969.0,110.0,0.9
+57512,合川,2024-05-31 00:00,22.2,78.0,0.0,969.0,138.0,2.2
+57512,合川,2024-05-30 23:00,22.4,78.0,0.0,970.0,152.0,3.0
+57512,合川,2024-05-30 22:00,22.4,78.0,0.0,970.0,177.0,2.7
+57512,合川,2024-05-30 21:00,22.9,76.0,0.0,969.0,160.0,3.4
+57512,合川,2024-05-30 20:00,23.9,70.0,0.0,968.0,211.0,2.9
+57512,合川,2024-05-30 19:00,25.6,49.0,0.0,968.0,98.0,1.4
+57512,合川,2024-05-30 18:00,26.3,48.0,0.0,967.0,340.0,0.8
+57512,合川,2024-05-30 17:00,26.4,48.0,0.0,967.0,14.0,3.1
+57512,合川,2024-05-30 16:00,26.5,51.0,0.0,968.0,113.0,1.6
+57512,合川,2024-05-30 15:00,25.4,55.0,0.0,968.0,340.0,1.2
+57512,合川,2024-05-30 14:00,25.8,61.0,0.0,969.0,84.0,1.4
+57512,合川,2024-05-30 13:00,23.4,69.0,0.0,970.0,236.0,1.3
+57512,合川,2024-05-30 12:00,22.2,86.0,0.0,970.0,222.0,2.2
+57512,合川,2024-05-30 11:00,21.1,95.0,0.0,970.0,222.0,2.9
+57512,合川,2024-05-30 10:00,19.7,100.0,0.1,970.0,225.0,2.0
+57517,江津,2024-05-31 10:00,23.7,74.0,0.0,982.0,34.0,2.0
+57517,江津,2024-05-31 09:00,22.8,77.0,0.0,982.0,68.0,2.5
+57517,江津,2024-05-31 08:00,21.5,85.0,0.0,982.0,351.0,1.2
+57517,江津,2024-05-31 07:00,20.6,89.0,0.0,981.0,62.0,1.5
+57517,江津,2024-05-31 06:00,20.1,91.0,0.0,981.0,57.0,1.2
+57517,江津,2024-05-31 05:00,20.2,91.0,0.0,980.0,77.0,2.1
+57517,江津,2024-05-31 04:00,20.4,89.0,0.0,980.0,125.0,1.7
+57517,江津,2024-05-31 03:00,20.9,86.0,0.0,980.0,113.0,2.3
+57517,江津,2024-05-31 02:00,21.0,83.0,0.0,981.0,85.0,0.4
+57517,江津,2024-05-31 01:00,21.2,82.0,0.0,981.0,105.0,1.5
+57517,江津,2024-05-31 00:00,21.1,88.0,0.0,981.0,85.0,2.0
+57517,江津,2024-05-30 23:00,21.7,81.0,0.0,982.0,105.0,1.7
+57517,江津,2024-05-30 22:00,22.4,76.0,0.0,982.0,153.0,0.7
+57517,江津,2024-05-30 21:00,23.2,75.0,0.0,981.0,99.0,1.7
+57517,江津,2024-05-30 20:00,23.6,71.0,0.0,980.0,99.0,2.0
+57517,江津,2024-05-30 19:00,24.3,68.0,0.0,980.0,82.0,1.7
+57517,江津,2024-05-30 18:00,24.7,69.0,0.0,979.0,113.0,1.1
+57517,江津,2024-05-30 17:00,24.6,69.0,0.0,979.0,190.0,2.9
+57517,江津,2024-05-30 16:00,24.4,69.0,0.0,980.0,184.0,2.7
+57517,江津,2024-05-30 15:00,23.6,75.0,0.0,980.0,184.0,3.1
+57517,江津,2024-05-30 14:00,23.2,77.0,0.0,981.0,255.0,1.2
+57517,江津,2024-05-30 13:00,22.4,81.0,0.0,982.0,198.0,1.3
+57517,江津,2024-05-30 12:00,22.0,85.0,0.0,982.0,179.0,2.8
+57517,江津,2024-05-30 11:00,21.1,90.0,0.0,982.0,153.0,3.7
+57338,开州,2024-05-31 10:00,24.3,82.0,0.0,960.0,11.0,3.5
+57338,开州,2024-05-31 09:00,21.4,89.0,0.0,960.0,193.0,1.1
+57338,开州,2024-05-31 08:00,20.3,95.0,0.0,960.0,168.0,0.6
+57338,开州,2024-05-31 07:00,19.4,100.0,0.0,960.0,344.0,1.0
+57338,开州,2024-05-31 06:00,19.0,99.0,0.0,959.0,291.0,0.4
+57338,开州,2024-05-31 05:00,19.0,97.0,0.0,959.0,2.0,0.4
+57338,开州,2024-05-31 04:00,19.3,96.0,0.0,959.0,321.0,0.7
+57338,开州,2024-05-31 03:00,19.7,95.0,0.0,959.0,338.0,0.6
+57338,开州,2024-05-31 02:00,19.9,94.0,0.0,959.0,176.0,0.4
+57338,开州,2024-05-31 01:00,20.3,93.0,0.0,959.0,333.0,0.9
+57338,开州,2024-05-31 00:00,20.5,89.0,0.0,960.0,184.0,0.6
+57338,开州,2024-05-30 23:00,20.8,88.0,0.0,960.0,269.0,0.4
+57338,开州,2024-05-30 22:00,21.2,83.0,0.0,960.0,220.0,0.3
+57338,开州,2024-05-30 21:00,21.6,81.0,0.0,959.0,283.0,1.1
+57338,开州,2024-05-30 20:00,22.1,74.0,0.0,958.0,279.0,0.7
+57338,开州,2024-05-30 19:00,22.5,72.0,0.0,958.0,78.0,1.7
+57338,开州,2024-05-30 18:00,23.6,70.0,0.0,957.0,19.0,2.5
+57338,开州,2024-05-30 17:00,24.4,69.0,0.0,957.0,21.0,2.3
+57338,开州,2024-05-30 16:00,25.6,62.0,0.0,958.0,5.0,3.1
+57338,开州,2024-05-30 15:00,23.9,73.0,0.0,958.0,13.0,1.7
+57338,开州,2024-05-30 14:00,22.7,79.0,0.0,958.0,22.0,3.9
+57338,开州,2024-05-30 13:00,21.9,84.0,0.0,959.0,14.0,2.3
+57338,开州,2024-05-30 12:00,21.2,86.0,0.0,959.0,9.0,1.4
+57338,开州,2024-05-30 11:00,20.4,88.0,0.0,960.0,37.0,1.0
+57426,梁平,2024-05-31 10:00,25.3,68.0,0.0,960.0,231.0,2.5
+57426,梁平,2024-05-31 09:00,23.8,75.0,0.0,960.0,278.0,1.9
+57426,梁平,2024-05-31 08:00,22.1,81.0,0.0,960.0,14.0,1.2
+57426,梁平,2024-05-31 07:00,19.7,94.0,0.0,960.0,31.0,1.4
+57426,梁平,2024-05-31 06:00,18.1,98.0,0.0,960.0,321.0,0.9
+57426,梁平,2024-05-31 05:00,18.2,97.0,0.0,959.0,28.0,1.3
+57426,梁平,2024-05-31 04:00,18.6,96.0,0.0,959.0,3.0,1.2
+57426,梁平,2024-05-31 03:00,19.5,94.0,0.0,959.0,76.0,1.9
+57426,梁平,2024-05-31 02:00,19.4,94.0,0.0,959.0,20.0,1.2
+57426,梁平,2024-05-31 01:00,19.9,94.0,0.0,960.0,28.0,0.6
+57426,梁平,2024-05-31 00:00,20.4,93.0,0.0,960.0,360.0,0.6
+57426,梁平,2024-05-30 23:00,20.8,89.0,0.0,960.0,354.0,0.7
+57426,梁平,2024-05-30 22:00,22.1,75.0,0.0,960.0,262.0,1.0
+57426,梁平,2024-05-30 21:00,22.5,73.0,0.0,959.0,183.0,1.7
+57426,梁平,2024-05-30 20:00,23.0,70.0,0.0,959.0,191.0,2.5
+57426,梁平,2024-05-30 19:00,24.2,66.0,0.0,958.0,287.0,1.5
+57426,梁平,2024-05-30 18:00,25.3,62.0,0.0,957.0,250.0,2.6
+57426,梁平,2024-05-30 17:00,25.3,62.0,0.0,957.0,295.0,2.3
+57426,梁平,2024-05-30 16:00,25.5,59.0,0.0,958.0,267.0,2.0
+57426,梁平,2024-05-30 15:00,24.2,66.0,0.0,958.0,354.0,0.7
+57426,梁平,2024-05-30 14:00,24.5,62.0,0.0,959.0,79.0,0.9
+57426,梁平,2024-05-30 13:00,23.3,67.0,0.0,959.0,278.0,0.7
+57426,梁平,2024-05-30 12:00,23.7,67.0,0.0,959.0,259.0,0.8
+57426,梁平,2024-05-30 11:00,21.7,77.0,0.0,960.0,307.0,2.6
+A7003,南川,2024-05-31 10:00,23.6,58.0,0.0,951.0,311.0,0.4
+A7003,南川,2024-05-31 09:00,21.7,73.0,0.0,951.0,74.0,1.2
+A7003,南川,2024-05-31 08:00,19.6,83.0,0.0,951.0,82.0,0.6
+A7003,南川,2024-05-31 07:00,18.7,87.0,0.0,950.0,82.0,0.6
+A7003,南川,2024-05-31 06:00,18.3,88.0,0.0,950.0,325.0,0.5
+A7003,南川,2024-05-31 05:00,18.5,88.0,0.0,950.0,275.0,0.6
+A7003,南川,2024-05-31 04:00,18.5,88.0,0.0,950.0,215.0,0.9
+A7003,南川,2024-05-31 03:00,18.9,86.0,0.0,950.0,195.0,1.2
+A7003,南川,2024-05-31 02:00,19.3,86.0,0.0,950.0,190.0,1.2
+A7003,南川,2024-05-31 01:00,19.3,85.0,0.0,950.0,144.0,0.3
+A7003,南川,2024-05-31 00:00,19.6,85.0,0.0,951.0,74.0,1.0
+A7003,南川,2024-05-30 23:00,20.0,82.0,0.0,952.0,170.0,0.7
+A7003,南川,2024-05-30 22:00,20.5,77.0,0.0,951.0,147.0,0.9
+A7003,南川,2024-05-30 21:00,20.6,76.0,0.0,951.0,9999.0,0.0
+A7003,南川,2024-05-30 20:00,21.2,73.0,0.0,950.0,182.0,1.5
+A7003,南川,2024-05-30 19:00,21.6,71.0,0.0,950.0,235.0,0.3
+A7003,南川,2024-05-30 18:00,21.8,69.0,0.0,949.0,280.0,0.9
+A7003,南川,2024-05-30 17:00,21.9,68.0,0.0,949.0,257.0,1.3
+A7003,南川,2024-05-30 16:00,21.4,73.0,0.0,949.0,243.0,1.1
+A7003,南川,2024-05-30 15:00,20.8,78.0,0.0,950.0,215.0,1.6
+A7003,南川,2024-05-30 14:00,19.5,83.0,0.0,950.0,257.0,1.3
+A7003,南川,2024-05-30 13:00,18.2,91.0,0.3,951.0,190.0,0.9
+A7003,南川,2024-05-30 12:00,18.2,91.0,0.0,951.0,182.0,1.7
+A7003,南川,2024-05-30 11:00,17.6,97.0,0.0,951.0,195.0,0.3
+57537,彭水,2024-05-31 10:00,23.1,76.0,0.0,975.0,207.0,1.3
+57537,彭水,2024-05-31 09:00,21.3,84.0,0.0,975.0,230.0,0.7
+57537,彭水,2024-05-31 08:00,20.1,90.0,0.0,975.0,17.0,0.9
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+57537,彭水,2024-05-31 06:00,19.4,96.0,0.0,974.0,9.0,1.0
+57537,彭水,2024-05-31 05:00,19.7,96.0,0.0,974.0,9.0,0.7
+57537,彭水,2024-05-31 04:00,19.9,96.0,0.0,973.0,11.0,1.3
+57537,彭水,2024-05-31 03:00,19.9,95.0,0.0,974.0,9999.0,0.2
+57537,彭水,2024-05-31 02:00,20.0,94.0,0.0,974.0,48.0,0.6
+57537,彭水,2024-05-31 01:00,20.3,93.0,0.0,974.0,9999.0,0.0
+57537,彭水,2024-05-31 00:00,20.6,93.0,0.0,975.0,11.0,1.0
+57537,彭水,2024-05-30 23:00,20.9,91.0,0.0,975.0,181.0,0.3
+57537,彭水,2024-05-30 22:00,21.1,90.0,0.0,975.0,207.0,0.9
+57537,彭水,2024-05-30 21:00,21.5,86.0,0.0,974.0,99.0,0.4
+57537,彭水,2024-05-30 20:00,22.0,85.0,0.0,973.0,179.0,0.8
+57537,彭水,2024-05-30 19:00,23.0,81.0,0.0,973.0,190.0,0.8
+57537,彭水,2024-05-30 18:00,24.1,74.0,0.0,972.0,213.0,1.0
+57537,彭水,2024-05-30 17:00,23.6,74.0,0.0,972.0,241.0,0.9
+57537,彭水,2024-05-30 16:00,23.3,75.0,0.0,972.0,9999.0,0.0
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+57537,彭水,2024-05-30 13:00,22.2,78.0,0.0,973.0,9999.0,0.0
+57537,彭水,2024-05-30 12:00,21.4,78.0,0.0,974.0,9999.0,0.1
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+57505,荣昌,2024-05-31 10:00,24.8,67.0,0.0,973.0,145.0,1.9
+57505,荣昌,2024-05-31 09:00,23.3,73.0,0.0,973.0,156.0,1.8
+57505,荣昌,2024-05-31 08:00,22.4,78.0,0.0,973.0,136.0,1.4
+57505,荣昌,2024-05-31 07:00,21.9,81.0,0.0,972.0,187.0,1.6
+57505,荣昌,2024-05-31 06:00,21.5,84.0,0.0,972.0,190.0,1.1
+57505,荣昌,2024-05-31 05:00,22.0,79.0,0.0,971.0,162.0,2.7
+57505,荣昌,2024-05-31 04:00,22.2,79.0,0.0,971.0,130.0,1.6
+57505,荣昌,2024-05-31 03:00,22.2,78.0,0.0,971.0,153.0,1.5
+57505,荣昌,2024-05-31 02:00,22.7,78.0,0.0,972.0,153.0,3.0
+57505,荣昌,2024-05-31 01:00,22.9,78.0,0.0,972.0,164.0,1.7
+57505,荣昌,2024-05-31 00:00,23.2,77.0,0.0,973.0,156.0,3.0
+57505,荣昌,2024-05-30 23:00,23.6,75.0,0.0,973.0,181.0,2.2
+57505,荣昌,2024-05-30 22:00,23.8,77.0,0.0,973.0,167.0,2.3
+57505,荣昌,2024-05-30 21:00,24.4,72.0,0.0,972.0,179.0,2.5
+57505,荣昌,2024-05-30 20:00,25.2,64.0,0.0,971.0,153.0,1.4
+57505,荣昌,2024-05-30 19:00,25.8,61.0,0.0,971.0,249.0,2.4
+57505,荣昌,2024-05-30 18:00,26.7,56.0,0.0,970.0,232.0,1.5
+57505,荣昌,2024-05-30 17:00,26.5,60.0,0.0,970.0,164.0,1.4
+57505,荣昌,2024-05-30 16:00,26.5,65.0,0.0,971.0,230.0,3.0
+57505,荣昌,2024-05-30 15:00,26.1,67.0,0.0,971.0,249.0,1.6
+57505,荣昌,2024-05-30 14:00,26.0,68.0,0.0,972.0,266.0,2.8
+57505,荣昌,2024-05-30 13:00,25.3,71.0,0.0,973.0,213.0,3.0
+57505,荣昌,2024-05-30 12:00,25.1,67.0,0.0,973.0,238.0,2.1
+57505,荣昌,2024-05-30 11:00,23.9,79.0,0.0,974.0,346.0,0.9
+57516,沙坪坝,2024-05-31 10:00,24.7,71.0,0.0,982.0,68.0,1.5
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+57516,沙坪坝,2024-05-31 04:00,20.8,89.0,0.0,980.0,312.0,1.6
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+57438,石柱,2024-05-31 10:00,21.5,74.0,0.0,941.0,113.0,2.2
+57438,石柱,2024-05-31 09:00,20.5,82.0,0.0,941.0,179.0,2.4
+57438,石柱,2024-05-31 08:00,19.3,86.0,0.0,941.0,264.0,1.5
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+57510,铜梁,2024-05-31 10:00,24.8,64.0,0.0,974.0,153.0,3.4
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+57509,万盛,2024-05-31 10:00,22.2,73.0,0.0,944.0,197.0,3.6
+57509,万盛,2024-05-31 09:00,22.8,73.0,0.0,944.0,158.0,1.7
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+57509,万盛,2024-05-31 04:00,18.3,82.0,0.0,943.0,11.0,1.3
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+57509,万盛,2024-05-31 02:00,18.8,85.0,0.0,943.0,25.0,0.8
+57509,万盛,2024-05-31 01:00,18.8,85.0,0.0,943.0,360.0,2.0
+57509,万盛,2024-05-31 00:00,19.1,82.0,0.0,944.0,28.0,2.6
+57509,万盛,2024-05-30 23:00,19.3,83.0,0.0,945.0,357.0,1.5
+57509,万盛,2024-05-30 22:00,19.4,82.0,0.0,944.0,3.0,1.2
+57509,万盛,2024-05-30 21:00,19.9,77.0,0.0,944.0,217.0,1.8
+57509,万盛,2024-05-30 20:00,20.3,74.0,0.0,943.0,23.0,0.9
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+57432,万州,2024-05-31 10:00,22.8,81.0,0.0,953.0,191.0,1.6
+57432,万州,2024-05-31 09:00,21.1,92.0,0.0,953.0,160.0,1.6
+57432,万州,2024-05-31 08:00,19.5,94.0,0.0,952.0,281.0,1.0
+57432,万州,2024-05-31 07:00,18.8,96.0,0.0,952.0,93.0,0.8
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+57432,万州,2024-05-31 04:00,18.7,94.0,0.0,952.0,73.0,1.5
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+57432,万州,2024-05-31 01:00,19.6,87.0,0.0,952.0,149.0,2.0
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+57432,万州,2024-05-30 23:00,20.1,83.0,0.0,953.0,211.0,1.9
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+57432,万州,2024-05-30 11:00,20.1,88.0,0.0,952.0,205.0,1.4
+57349,巫山,2024-05-31 10:00,23.0,72.0,0.0,943.0,228.0,2.9
+57349,巫山,2024-05-31 09:00,21.4,86.0,0.0,943.0,149.0,1.2
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+57349,巫山,2024-05-30 23:00,20.6,78.0,0.0,943.0,270.0,4.2
+57349,巫山,2024-05-30 22:00,20.8,76.0,0.0,943.0,233.0,3.9
+57349,巫山,2024-05-30 21:00,21.0,75.0,0.0,942.0,259.0,5.3
+57349,巫山,2024-05-30 20:00,21.3,73.0,0.0,942.0,284.0,6.7
+57349,巫山,2024-05-30 19:00,21.4,73.0,0.0,941.0,273.0,4.5
+57349,巫山,2024-05-30 18:00,21.8,71.0,0.0,940.0,228.0,6.3
+57349,巫山,2024-05-30 17:00,22.4,71.0,0.0,940.0,231.0,2.8
+57349,巫山,2024-05-30 16:00,22.8,66.0,0.0,940.0,228.0,5.4
+57349,巫山,2024-05-30 15:00,23.2,67.0,0.0,941.0,214.0,3.4
+57349,巫山,2024-05-30 14:00,22.7,71.0,0.0,941.0,256.0,2.3
+57349,巫山,2024-05-30 13:00,21.6,74.0,0.0,941.0,253.0,2.5
+57349,巫山,2024-05-30 12:00,21.6,78.0,0.0,942.0,169.0,2.0
+57349,巫山,2024-05-30 11:00,20.3,82.0,0.0,942.0,172.0,1.4
+57345,巫溪,2024-05-31 10:00,23.9,66.0,0.0,974.0,177.0,1.0
+57345,巫溪,2024-05-31 09:00,22.2,72.0,0.0,974.0,222.0,1.0
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+57525,武隆,2024-05-31 10:00,23.7,68.0,0.0,965.0,203.0,1.1
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+57635,秀山,2024-05-31 10:00,20.4,96.0,0.0,950.0,20.0,2.0
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+57506,永川,2024-05-31 10:00,24.2,70.0,0.0,972.0,153.0,1.5
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diff --git a/sobear/data_now.csv b/sobear/data_now.csv
new file mode 100644
index 0000000..0ac225a
--- /dev/null
+++ b/sobear/data_now.csv
@@ -0,0 +1,35 @@
+city_index,city_name,time,temperature,humidity,rain,wind_direction,wind_speed,info,aqi,sqiText
+57348,奉节,2024-05-31 10:10,24.8,76.0,0.0,西南风,2.1,多云,33.0,优
+57522,涪陵,2024-05-31 10:10,23.7,74.0,0.0,东南风,1.5,晴,9999.0,-
+57536,黔江,2024-05-31 10:10,21.7,73.0,0.0,西南风,1.0,晴,33.0,优
+57518,巴南,2024-05-31 10:10,23.0,73.0,0.0,东南风,0.5,晴,37.0,优
+57511,北碚,2024-05-31 10:10,24.9,63.0,0.0,东南风,3.8,晴,40.0,优
+57520,长寿,2024-05-31 10:10,24.0,74.0,0.0,东南风,2.0,晴,9999.0,-
+57333,城口,2024-05-31 10:10,21.8,61.0,0.0,西北风,1.2,晴,38.0,优
+57502,大足,2024-05-31 10:10,22.7,84.0,0.0,东南风,0.8,多云,58.0,良
+57425,垫江,2024-05-31 10:10,24.9,68.0,0.0,东南风,1.4,晴,9999.0,-
+57523,丰都,2024-05-31 10:10,23.4,77.0,0.0,西北风,1.0,晴,9999.0,-
+57512,合川,2024-05-31 10:10,23.9,77.0,0.0,西南风,2.3,晴,40.0,优
+57517,江津,2024-05-31 10:10,23.9,71.0,0.0,东北风,1.4,晴,37.0,优
+57338,开州,2024-05-31 10:10,24.6,79.0,0.0,东北风,2.7,晴,31.0,优
+57426,梁平,2024-05-31 10:10,25.1,69.0,0.0,西北风,1.7,晴,9999.0,-
+A7003,南川,2024-05-31 10:10,23.3,59.0,0.0,西北风,0.6,-,,
+57537,彭水,2024-05-31 10:10,23.3,74.0,0.0,西北风,0.9,晴,9999.0,-
+57505,荣昌,2024-05-31 10:10,25.2,65.0,0.0,东南风,1.2,多云,36.0,优
+57516,沙坪坝,2024-05-31 10:00,24.7,71.0,0.0,东北风,1.2,晴,44.0,优
+57438,石柱,2024-05-31 10:10,22.5,77.0,0.0,西南风,1.4,晴,9999.0,-
+57510,铜梁,2024-05-31 10:10,24.9,63.0,0.0,东南风,2.3,晴,52.0,良
+57509,万盛,2024-05-31 10:10,22.8,73.0,0.0,东南风,2.1,晴,37.0,优
+57432,万州,2024-05-31 10:10,23.0,81.0,0.0,西南风,1.8,晴,9999.0,-
+57349,巫山,2024-05-31 10:10,22.7,73.0,0.0,西南风,1.5,多云,33.0,优
+57345,巫溪,2024-05-31 10:10,24.2,64.0,0.0,东南风,0.6,晴,33.0,优
+57525,武隆,2024-05-31 10:10,24.1,67.0,0.0,西南风,0.8,晴,9999.0,-
+57635,秀山,2024-05-31 10:10,20.8,94.0,0.0,西北风,1.7,晴,8.0,优
+57506,永川,2024-05-31 10:10,25.1,64.0,0.0,东北风,1.5,多云,38.0,优
+57633,酉阳,2024-05-31 10:10,21.7,78.0,0.0,西南风,1.7,晴,8.0,优
+57513,渝北,2024-05-31 10:10,24.0,66.0,0.0,东北风,1.6,晴,38.0,优
+57339,云阳,2024-05-31 10:10,25.1,75.0,0.0,东北风,2.3,晴,33.0,优
+57437,忠县,2024-05-31 10:10,22.0,85.0,0.0,西北风,0.9,晴,9999.0,-
+57409,潼南,2024-05-31 10:10,24.8,71.0,0.0,东南风,0.7,晴,44.0,优
+57514,璧山,2024-05-31 10:10,25.9,68.0,0.0,东南风,1.5,晴,52.0,良
+57612,綦江,2024-05-31 10:10,22.6,76.0,0.0,东南风,1.3,晴,53.0,良
diff --git a/sobear/爬虫文档.txt b/sobear/爬虫文档.txt
new file mode 100644
index 0000000..59749c3
--- /dev/null
+++ b/sobear/爬虫文档.txt
@@ -0,0 +1,26 @@
+1.该文件包括GetCitiesUrl.py、GetWhetherData.py两个py文件
+2.其中GetCitiesUrl.py是用来爬取重庆市各个区县数据所在网页链接---->存储在cities_urls.csv---->其中cities_data.csv是中间结果集
+3.GetWhetherData.py是用来获取所需要的数据---->存储在data_now.csv和data_hour.csv,下面是表头说明
+data_hour
+city_index 城市序号
+city_name 城市名称
+time 时间
+temperature 气温
+humidity 相对湿度
+rain1h 过去1小时降雨量
+pressure 气压
+windDirection 风向（角度数）
+windSpeed 风速(m/s)
+
+data_now
+city_index 城市序号
+city_name 城市名称
+time 时间
+temperature 气温
+humidity 相对湿度
+rain 降雨量
+wind_direction 风向（角度数）
+wind_speed 风速(m/s)
+info 天气状况  多云 晴。。。
+aqi  空气质量指数（数字）
+sqiText  空气质量指数（文本）