From c2eaa68584bcd7d29bd01f98dbd739d7e18caf8c Mon Sep 17 00:00:00 2001 From: sobear <410731299@qq.com> Date: Fri, 31 May 2024 10:43:15 +0800 Subject: [PATCH] =?UTF-8?q?=E4=B8=AD=E5=A4=AE=E6=B0=94=E8=B1=A1=E5=8F=B0?= =?UTF-8?q?=20=E5=AE=8C=E6=88=90?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- sobear/GetCitiesUrl.py | 98 +++++ sobear/GetWhetherData.py | 78 ++++ sobear/cities_data.csv | 35 ++ sobear/cities_urls.csv | 35 ++ sobear/data_hour.csv | 817 +++++++++++++++++++++++++++++++++++++++ sobear/data_now.csv | 35 ++ sobear/爬虫文档.txt | 26 ++ 7 files changed, 1124 insertions(+) create mode 100644 sobear/GetCitiesUrl.py create mode 100644 sobear/GetWhetherData.py create mode 100644 sobear/cities_data.csv create mode 100644 sobear/cities_urls.csv create mode 100644 sobear/data_hour.csv create mode 100644 sobear/data_now.csv create mode 100644 sobear/爬虫文档.txt 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 +57537,彭水,2024-05-31 07:00,19.6,95.0,0.0,975.0,326.0,1.1 +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 +57537,彭水,2024-05-30 15:00,23.7,70.0,0.0,973.0,258.0,1.3 +57537,彭水,2024-05-30 14:00,23.1,72.0,0.0,973.0,334.0,1.7 +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 +57537,彭水,2024-05-30 11:00,20.0,88.0,0.0,974.0,3.0,1.1 +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 +57516,沙坪坝,2024-05-31 09:00,22.3,81.0,0.0,982.0,287.0,1.2 +57516,沙坪坝,2024-05-31 08:00,21.7,84.0,0.0,982.0,304.0,2.3 +57516,沙坪坝,2024-05-31 07:00,21.1,90.0,0.0,981.0,315.0,1.5 +57516,沙坪坝,2024-05-31 06:00,20.7,90.0,0.0,981.0,295.0,2.6 +57516,沙坪坝,2024-05-31 05:00,20.8,90.0,0.0,981.0,290.0,2.0 +57516,沙坪坝,2024-05-31 04:00,20.8,89.0,0.0,980.0,312.0,1.6 +57516,沙坪坝,2024-05-31 03:00,20.9,89.0,0.0,981.0,304.0,1.0 +57516,沙坪坝,2024-05-31 02:00,21.3,86.0,0.0,981.0,323.0,1.2 +57516,沙坪坝,2024-05-31 01:00,21.8,84.0,0.0,981.0,256.0,0.9 +57516,沙坪坝,2024-05-31 00:00,22.2,81.0,0.0,982.0,312.0,1.4 +57516,沙坪坝,2024-05-30 23:00,22.6,76.0,0.0,982.0,312.0,1.2 +57516,沙坪坝,2024-05-30 22:00,23.1,73.0,0.0,982.0,211.0,0.6 +57516,沙坪坝,2024-05-30 21:00,23.5,69.0,0.0,981.0,174.0,2.0 +57516,沙坪坝,2024-05-30 20:00,23.9,70.0,0.0,981.0,124.0,2.0 +57516,沙坪坝,2024-05-30 19:00,24.2,67.0,0.0,980.0,138.0,2.7 +57516,沙坪坝,2024-05-30 18:00,24.4,67.0,0.0,980.0,143.0,3.2 +57516,沙坪坝,2024-05-30 17:00,24.7,70.0,0.0,979.0,79.0,1.9 +57516,沙坪坝,2024-05-30 16:00,24.7,72.0,0.0,980.0,84.0,2.7 +57516,沙坪坝,2024-05-30 15:00,24.6,74.0,0.0,980.0,113.0,2.9 +57516,沙坪坝,2024-05-30 14:00,24.2,75.0,0.0,981.0,65.0,1.0 +57516,沙坪坝,2024-05-30 13:00,22.9,80.0,0.0,982.0,138.0,1.6 +57516,沙坪坝,2024-05-30 12:00,22.5,78.0,0.1,982.0,34.0,0.9 +57516,沙坪坝,2024-05-30 11:00,21.9,83.0,0.0,983.0,293.0,1.4 +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 +57438,石柱,2024-05-31 07:00,17.4,96.0,0.0,941.0,278.0,2.0 +57438,石柱,2024-05-31 06:00,17.2,100.0,0.0,941.0,249.0,0.6 +57438,石柱,2024-05-31 05:00,17.3,100.0,0.0,940.0,9999.0,0.1 +57438,石柱,2024-05-31 04:00,17.6,100.0,0.0,940.0,326.0,1.3 +57438,石柱,2024-05-31 03:00,17.8,100.0,0.0,940.0,269.0,1.2 +57438,石柱,2024-05-31 02:00,18.0,99.0,0.0,940.0,71.0,1.3 +57438,石柱,2024-05-31 01:00,18.4,97.0,0.0,941.0,278.0,0.9 +57438,石柱,2024-05-31 00:00,18.7,93.0,0.0,941.0,51.0,1.4 +57438,石柱,2024-05-30 23:00,19.1,94.0,0.0,941.0,295.0,1.0 +57438,石柱,2024-05-30 22:00,19.5,90.0,0.0,941.0,312.0,0.9 +57438,石柱,2024-05-30 21:00,19.8,87.0,0.0,940.0,23.0,1.2 +57438,石柱,2024-05-30 20:00,20.4,81.0,0.0,940.0,11.0,1.3 +57438,石柱,2024-05-30 19:00,20.8,77.0,0.0,939.0,77.0,2.6 +57438,石柱,2024-05-30 18:00,20.9,75.0,0.0,938.0,48.0,2.9 +57438,石柱,2024-05-30 17:00,21.1,75.0,0.0,938.0,88.0,3.5 +57438,石柱,2024-05-30 16:00,21.0,76.0,0.0,939.0,68.0,2.5 +57438,石柱,2024-05-30 15:00,20.9,75.0,0.0,939.0,60.0,2.5 +57438,石柱,2024-05-30 14:00,19.4,83.0,0.0,940.0,20.0,3.4 +57438,石柱,2024-05-30 13:00,19.3,83.0,0.0,940.0,113.0,3.0 +57438,石柱,2024-05-30 12:00,19.2,85.0,0.0,940.0,79.0,2.6 +57438,石柱,2024-05-30 11:00,19.1,86.0,0.0,940.0,79.0,3.9 +57510,铜梁,2024-05-31 10:00,24.8,64.0,0.0,974.0,153.0,3.4 +57510,铜梁,2024-05-31 09:00,23.6,68.0,0.0,974.0,130.0,2.9 +57510,铜梁,2024-05-31 08:00,22.8,71.0,0.0,974.0,116.0,2.8 +57510,铜梁,2024-05-31 07:00,22.4,74.0,0.0,973.0,156.0,3.4 +57510,铜梁,2024-05-31 06:00,22.0,77.0,0.0,973.0,136.0,4.3 +57510,铜梁,2024-05-31 05:00,21.7,80.0,0.0,972.0,94.0,4.0 +57510,铜梁,2024-05-31 04:00,22.0,79.0,0.0,972.0,139.0,2.3 +57510,铜梁,2024-05-31 03:00,22.1,81.0,0.0,973.0,145.0,3.4 +57510,铜梁,2024-05-31 02:00,22.1,85.0,0.0,973.0,139.0,1.4 +57510,铜梁,2024-05-31 01:00,22.6,78.0,0.0,973.0,162.0,1.0 +57510,铜梁,2024-05-31 00:00,23.2,76.0,0.0,974.0,136.0,2.3 +57510,铜梁,2024-05-30 23:00,23.4,77.0,0.0,974.0,145.0,4.1 +57510,铜梁,2024-05-30 22:00,23.4,77.0,0.0,974.0,136.0,2.4 +57510,铜梁,2024-05-30 21:00,23.9,76.0,0.0,973.0,150.0,3.7 +57510,铜梁,2024-05-30 20:00,24.6,73.0,0.0,973.0,125.0,4.0 +57510,铜梁,2024-05-30 19:00,26.4,49.0,0.0,972.0,153.0,3.3 +57510,铜梁,2024-05-30 18:00,27.9,47.0,0.0,971.0,91.0,2.3 +57510,铜梁,2024-05-30 17:00,28.1,47.0,0.0,971.0,11.0,2.5 +57510,铜梁,2024-05-30 16:00,27.7,48.0,0.0,972.0,77.0,1.3 +57510,铜梁,2024-05-30 15:00,27.5,48.0,0.0,973.0,298.0,2.8 +57510,铜梁,2024-05-30 14:00,26.7,54.0,0.0,973.0,360.0,2.8 +57510,铜梁,2024-05-30 13:00,25.4,63.0,0.0,974.0,264.0,1.0 +57510,铜梁,2024-05-30 12:00,24.4,70.0,0.0,974.0,306.0,2.4 +57510,铜梁,2024-05-30 11:00,22.9,76.0,0.0,975.0,235.0,1.1 +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 +57509,万盛,2024-05-31 08:00,20.1,81.0,0.0,944.0,87.0,1.6 +57509,万盛,2024-05-31 07:00,17.7,92.0,0.0,944.0,34.0,1.5 +57509,万盛,2024-05-31 06:00,18.0,88.0,0.0,943.0,39.0,2.5 +57509,万盛,2024-05-31 05:00,18.1,86.0,0.0,943.0,11.0,3.3 +57509,万盛,2024-05-31 04:00,18.3,82.0,0.0,943.0,11.0,1.3 +57509,万盛,2024-05-31 03:00,18.0,91.0,0.0,943.0,360.0,1.6 +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 +57509,万盛,2024-05-30 19:00,21.5,69.0,0.0,943.0,256.0,1.5 +57509,万盛,2024-05-30 18:00,21.5,70.0,0.0,942.0,214.0,2.0 +57509,万盛,2024-05-30 17:00,20.9,76.0,0.0,942.0,197.0,1.5 +57509,万盛,2024-05-30 16:00,19.8,82.0,0.0,943.0,180.0,1.5 +57509,万盛,2024-05-30 15:00,18.4,92.0,0.0,943.0,205.0,2.3 +57509,万盛,2024-05-30 14:00,18.1,97.0,0.1,944.0,200.0,2.8 +57509,万盛,2024-05-30 13:00,17.6,97.0,0.5,944.0,143.0,1.7 +57509,万盛,2024-05-30 12:00,17.2,97.0,0.1,944.0,211.0,1.2 +57509,万盛,2024-05-30 11:00,16.9,97.0,0.5,944.0,205.0,1.6 +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 +57432,万州,2024-05-31 06:00,18.4,96.0,0.0,952.0,338.0,1.6 +57432,万州,2024-05-31 05:00,18.8,94.0,0.0,952.0,48.0,2.7 +57432,万州,2024-05-31 04:00,18.7,94.0,0.0,952.0,73.0,1.5 +57432,万州,2024-05-31 03:00,19.0,94.0,0.0,952.0,276.0,0.6 +57432,万州,2024-05-31 02:00,19.1,89.0,0.0,952.0,177.0,1.6 +57432,万州,2024-05-31 01:00,19.6,87.0,0.0,952.0,149.0,2.0 +57432,万州,2024-05-31 00:00,20.0,84.0,0.0,952.0,152.0,1.0 +57432,万州,2024-05-30 23:00,20.1,83.0,0.0,953.0,211.0,1.9 +57432,万州,2024-05-30 22:00,20.1,82.0,0.0,952.0,180.0,1.6 +57432,万州,2024-05-30 21:00,20.3,81.0,0.0,952.0,146.0,1.8 +57432,万州,2024-05-30 20:00,20.4,80.0,0.0,951.0,205.0,1.5 +57432,万州,2024-05-30 19:00,21.5,77.0,0.0,951.0,160.0,1.0 +57432,万州,2024-05-30 18:00,22.0,76.0,0.0,950.0,245.0,1.3 +57432,万州,2024-05-30 17:00,22.1,75.0,0.0,950.0,158.0,1.3 +57432,万州,2024-05-30 16:00,22.4,73.0,0.0,950.0,315.0,2.2 +57432,万州,2024-05-30 15:00,21.5,75.0,0.0,951.0,169.0,1.5 +57432,万州,2024-05-30 14:00,21.0,81.0,0.0,951.0,197.0,3.5 +57432,万州,2024-05-30 13:00,20.3,83.0,0.0,952.0,172.0,3.0 +57432,万州,2024-05-30 12:00,20.4,83.0,0.0,952.0,146.0,1.8 +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 +57349,巫山,2024-05-31 08:00,20.1,93.0,0.0,943.0,98.0,1.6 +57349,巫山,2024-05-31 07:00,18.9,96.0,0.0,943.0,42.0,0.9 +57349,巫山,2024-05-31 06:00,18.4,96.0,0.0,943.0,228.0,1.2 +57349,巫山,2024-05-31 05:00,18.8,90.0,0.0,943.0,293.0,0.8 +57349,巫山,2024-05-31 04:00,19.1,88.0,0.0,943.0,242.0,3.6 +57349,巫山,2024-05-31 03:00,19.6,83.0,0.0,942.0,262.0,2.3 +57349,巫山,2024-05-31 02:00,19.9,82.0,0.0,942.0,253.0,3.6 +57349,巫山,2024-05-31 01:00,19.8,83.0,0.0,943.0,259.0,3.4 +57349,巫山,2024-05-31 00:00,20.3,80.0,0.0,943.0,248.0,3.7 +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 +57345,巫溪,2024-05-31 08:00,20.6,78.0,0.0,974.0,188.0,1.0 +57345,巫溪,2024-05-31 07:00,19.8,83.0,0.0,974.0,135.0,1.3 +57345,巫溪,2024-05-31 06:00,19.3,84.0,0.0,973.0,93.0,2.2 +57345,巫溪,2024-05-31 05:00,19.5,85.0,0.0,973.0,158.0,3.0 +57345,巫溪,2024-05-31 04:00,19.8,84.0,0.0,973.0,115.0,0.8 +57345,巫溪,2024-05-31 03:00,19.8,84.0,0.0,973.0,76.0,1.7 +57345,巫溪,2024-05-31 02:00,20.0,83.0,0.0,973.0,87.0,1.7 +57345,巫溪,2024-05-31 01:00,20.2,83.0,0.0,973.0,68.0,2.0 +57345,巫溪,2024-05-31 00:00,20.6,82.0,0.0,973.0,84.0,2.7 +57345,巫溪,2024-05-30 23:00,21.0,80.0,0.0,973.0,76.0,3.2 +57345,巫溪,2024-05-30 22:00,21.1,81.0,0.0,973.0,62.0,1.6 +57345,巫溪,2024-05-30 21:00,21.8,81.0,0.0,972.0,135.0,2.2 +57345,巫溪,2024-05-30 20:00,22.8,75.0,0.0,971.0,98.0,1.3 +57345,巫溪,2024-05-30 19:00,24.2,65.0,0.0,970.0,183.0,1.7 +57345,巫溪,2024-05-30 18:00,24.6,65.0,0.0,970.0,169.0,1.8 +57345,巫溪,2024-05-30 17:00,25.0,63.0,0.0,969.0,177.0,2.5 +57345,巫溪,2024-05-30 16:00,25.0,65.0,0.0,969.0,349.0,1.4 +57345,巫溪,2024-05-30 15:00,25.5,63.0,0.0,970.0,138.0,1.8 +57345,巫溪,2024-05-30 14:00,25.7,65.0,0.0,970.0,93.0,1.7 +57345,巫溪,2024-05-30 13:00,24.4,68.0,0.0,971.0,129.0,2.7 +57345,巫溪,2024-05-30 12:00,23.2,73.0,0.0,972.0,200.0,1.5 +57345,巫溪,2024-05-30 11:00,22.1,75.0,0.0,972.0,287.0,1.2 +57525,武隆,2024-05-31 10:00,23.7,68.0,0.0,965.0,203.0,1.1 +57525,武隆,2024-05-31 09:00,21.1,84.0,0.0,965.0,338.0,1.0 +57525,武隆,2024-05-31 08:00,19.3,93.0,0.0,965.0,290.0,1.0 +57525,武隆,2024-05-31 07:00,18.3,97.0,0.0,965.0,287.0,0.5 +57525,武隆,2024-05-31 06:00,18.2,97.0,0.0,965.0,245.0,1.0 +57525,武隆,2024-05-31 05:00,18.3,97.0,0.0,964.0,270.0,2.1 +57525,武隆,2024-05-31 04:00,18.4,96.0,0.0,964.0,253.0,2.1 +57525,武隆,2024-05-31 03:00,18.8,94.0,0.0,964.0,236.0,0.7 +57525,武隆,2024-05-31 02:00,19.2,92.0,0.0,964.0,96.0,0.9 +57525,武隆,2024-05-31 01:00,19.4,92.0,0.0,965.0,312.0,1.2 +57525,武隆,2024-05-31 00:00,19.6,90.0,0.0,965.0,295.0,1.9 +57525,武隆,2024-05-30 23:00,20.0,86.0,0.0,965.0,278.0,1.2 +57525,武隆,2024-05-30 22:00,20.3,86.0,0.0,965.0,281.0,2.2 +57525,武隆,2024-05-30 21:00,20.8,82.0,0.0,965.0,307.0,1.2 +57525,武隆,2024-05-30 20:00,21.9,75.0,0.0,964.0,312.0,1.0 +57525,武隆,2024-05-30 19:00,23.1,69.0,0.0,963.0,9999.0,0.0 +57525,武隆,2024-05-30 18:00,23.5,67.0,0.0,962.0,304.0,2.8 +57525,武隆,2024-05-30 17:00,23.2,69.0,0.0,962.0,287.0,3.5 +57525,武隆,2024-05-30 16:00,22.6,70.0,0.0,963.0,284.0,5.9 +57525,武隆,2024-05-30 15:00,21.0,75.0,0.0,963.0,304.0,6.7 +57525,武隆,2024-05-30 14:00,21.1,78.0,0.0,964.0,281.0,8.3 +57525,武隆,2024-05-30 13:00,20.7,81.0,0.0,964.0,293.0,5.0 +57525,武隆,2024-05-30 12:00,20.0,82.0,0.0,964.0,278.0,5.4 +57525,武隆,2024-05-30 11:00,19.4,85.0,0.0,965.0,270.0,6.5 +57635,秀山,2024-05-31 10:00,20.4,96.0,0.0,950.0,20.0,2.0 +57635,秀山,2024-05-31 09:00,18.9,100.0,0.0,950.0,360.0,1.7 +57635,秀山,2024-05-31 08:00,18.1,100.0,0.0,950.0,335.0,3.0 +57635,秀山,2024-05-31 07:00,17.5,100.0,0.0,949.0,301.0,1.0 +57635,秀山,2024-05-31 06:00,17.3,100.0,0.0,949.0,315.0,1.3 +57635,秀山,2024-05-31 05:00,17.3,100.0,0.0,948.0,124.0,2.1 +57635,秀山,2024-05-31 04:00,17.3,100.0,0.0,948.0,155.0,1.6 +57635,秀山,2024-05-31 03:00,17.3,100.0,0.0,948.0,158.0,1.7 +57635,秀山,2024-05-31 02:00,17.3,100.0,0.0,949.0,270.0,0.8 +57635,秀山,2024-05-31 01:00,17.5,100.0,0.0,949.0,290.0,1.1 +57635,秀山,2024-05-31 00:00,17.5,100.0,0.0,950.0,42.0,0.7 +57635,秀山,2024-05-30 23:00,17.6,100.0,0.0,950.0,332.0,1.2 +57635,秀山,2024-05-30 22:00,17.8,100.0,0.0,950.0,273.0,1.3 +57635,秀山,2024-05-30 21:00,17.8,100.0,0.0,949.0,191.0,4.0 +57635,秀山,2024-05-30 20:00,17.6,100.0,0.2,949.0,259.0,0.4 +57635,秀山,2024-05-30 19:00,18.1,100.0,0.1,949.0,360.0,1.0 +57635,秀山,2024-05-30 18:00,18.5,100.0,0.0,948.0,79.0,2.2 +57635,秀山,2024-05-30 17:00,18.6,100.0,0.0,947.0,31.0,1.9 +57635,秀山,2024-05-30 16:00,20.3,94.0,0.0,947.0,25.0,3.1 +57635,秀山,2024-05-30 15:00,19.6,97.0,0.0,948.0,323.0,1.6 +57635,秀山,2024-05-30 14:00,20.3,94.0,0.0,948.0,357.0,1.1 +57635,秀山,2024-05-30 13:00,19.3,100.0,0.0,948.0,360.0,2.2 +57635,秀山,2024-05-30 12:00,18.5,100.0,0.1,948.0,340.0,3.2 +57635,秀山,2024-05-30 11:00,18.1,100.0,1.1,948.0,321.0,3.6 +57506,永川,2024-05-31 10:00,24.2,70.0,0.0,972.0,153.0,1.5 +57506,永川,2024-05-31 09:00,22.8,73.0,0.0,971.0,88.0,1.8 +57506,永川,2024-05-31 08:00,22.0,77.0,0.0,971.0,62.0,3.0 +57506,永川,2024-05-31 07:00,21.0,84.0,0.0,970.0,79.0,2.3 +57506,永川,2024-05-31 06:00,20.6,86.0,0.0,970.0,77.0,2.9 +57506,永川,2024-05-31 05:00,20.9,85.0,0.0,970.0,60.0,1.6 +57506,永川,2024-05-31 04:00,20.9,85.0,0.0,969.0,54.0,1.6 +57506,永川,2024-05-31 03:00,21.1,86.0,0.0,970.0,54.0,2.3 +57506,永川,2024-05-31 02:00,21.4,85.0,0.0,970.0,54.0,1.7 +57506,永川,2024-05-31 01:00,21.6,83.0,0.0,970.0,28.0,0.8 +57506,永川,2024-05-31 00:00,21.9,83.0,0.0,971.0,65.0,1.9 +57506,永川,2024-05-30 23:00,22.1,83.0,0.0,971.0,17.0,1.8 +57506,永川,2024-05-30 22:00,22.6,82.0,0.0,971.0,74.0,1.0 +57506,永川,2024-05-30 21:00,23.0,80.0,0.0,971.0,31.0,1.7 +57506,永川,2024-05-30 20:00,23.9,76.0,0.0,970.0,51.0,3.5 +57506,永川,2024-05-30 19:00,24.3,73.0,0.0,969.0,145.0,2.4 +57506,永川,2024-05-30 18:00,24.8,71.0,0.0,969.0,125.0,2.1 +57506,永川,2024-05-30 17:00,24.8,73.0,0.0,969.0,145.0,3.5 +57506,永川,2024-05-30 16:00,24.8,70.0,0.0,969.0,179.0,1.8 +57506,永川,2024-05-30 15:00,24.4,73.0,0.0,970.0,215.0,2.9 +57506,永川,2024-05-30 14:00,24.4,68.0,0.0,970.0,235.0,2.1 +57506,永川,2024-05-30 13:00,23.0,76.0,0.0,971.0,167.0,2.3 +57506,永川,2024-05-30 12:00,21.6,87.0,0.0,971.0,150.0,2.9 +57506,永川,2024-05-30 11:00,21.0,89.0,0.0,972.0,272.0,1.4 +57633,酉阳,2024-05-31 10:00,21.2,80.0,0.0,920.0,239.0,2.0 +57633,酉阳,2024-05-31 09:00,17.7,100.0,0.0,920.0,228.0,1.3 +57633,酉阳,2024-05-31 08:00,16.6,100.0,0.0,919.0,242.0,1.0 +57633,酉阳,2024-05-31 07:00,16.3,100.0,0.0,919.0,233.0,1.2 +57633,酉阳,2024-05-31 06:00,16.3,100.0,0.0,919.0,9999.0,0.1 +57633,酉阳,2024-05-31 05:00,16.2,100.0,0.0,918.0,262.0,0.5 +57633,酉阳,2024-05-31 04:00,16.3,100.0,0.0,918.0,264.0,0.5 +57633,酉阳,2024-05-31 03:00,16.2,100.0,0.0,918.0,228.0,0.8 +57633,酉阳,2024-05-31 02:00,16.4,100.0,0.0,919.0,250.0,1.0 +57633,酉阳,2024-05-31 01:00,16.5,99.0,0.0,919.0,242.0,1.1 +57633,酉阳,2024-05-31 00:00,16.7,99.0,0.0,919.0,253.0,0.9 +57633,酉阳,2024-05-30 23:00,16.8,99.0,0.0,920.0,239.0,0.5 +57633,酉阳,2024-05-30 22:00,16.8,99.0,0.0,920.0,9999.0,0.2 +57633,酉阳,2024-05-30 21:00,17.0,98.0,0.0,919.0,242.0,1.4 +57633,酉阳,2024-05-30 20:00,17.0,97.0,0.0,918.0,9999.0,0.0 +57633,酉阳,2024-05-30 19:00,17.3,97.0,0.0,918.0,231.0,1.3 +57633,酉阳,2024-05-30 18:00,17.5,95.0,0.1,917.0,228.0,0.8 +57633,酉阳,2024-05-30 17:00,18.2,98.0,0.1,917.0,231.0,1.5 +57633,酉阳,2024-05-30 16:00,18.3,98.0,0.0,917.0,259.0,1.4 +57633,酉阳,2024-05-30 15:00,18.5,97.0,0.1,917.0,253.0,2.5 +57633,酉阳,2024-05-30 14:00,18.7,97.0,0.3,917.0,250.0,2.0 +57633,酉阳,2024-05-30 13:00,18.7,98.0,0.5,917.0,242.0,1.9 +57633,酉阳,2024-05-30 12:00,17.6,98.0,0.5,918.0,225.0,1.8 +57633,酉阳,2024-05-30 11:00,17.5,98.0,0.2,918.0,231.0,1.2 +57513,渝北,2024-05-31 10:00,24.0,66.0,0.0,960.0,121.0,3.3 +57513,渝北,2024-05-31 09:00,21.1,79.0,0.0,959.0,23.0,2.2 +57513,渝北,2024-05-31 08:00,20.5,80.0,0.0,959.0,352.0,1.2 +57513,渝北,2024-05-31 07:00,20.1,81.0,0.0,959.0,31.0,2.7 +57513,渝北,2024-05-31 06:00,19.1,84.0,0.0,958.0,23.0,3.0 +57513,渝北,2024-05-31 05:00,19.2,86.0,0.0,958.0,23.0,2.7 +57513,渝北,2024-05-31 04:00,18.7,92.0,0.0,958.0,354.0,2.2 +57513,渝北,2024-05-31 03:00,19.4,85.0,0.0,958.0,110.0,1.7 +57513,渝北,2024-05-31 02:00,19.6,84.0,0.0,958.0,23.0,0.8 +57513,渝北,2024-05-31 01:00,19.8,84.0,0.0,958.0,357.0,1.8 +57513,渝北,2024-05-31 00:00,20.1,84.0,0.0,959.0,349.0,2.2 +57513,渝北,2024-05-30 23:00,20.7,78.0,0.0,959.0,129.0,0.6 +57513,渝北,2024-05-30 22:00,21.1,75.0,0.0,959.0,135.0,1.4 +57513,渝北,2024-05-30 21:00,21.7,74.0,0.0,959.0,183.0,2.1 +57513,渝北,2024-05-30 20:00,22.0,72.0,0.0,958.0,121.0,1.7 +57513,渝北,2024-05-30 19:00,22.4,72.0,0.0,958.0,163.0,5.3 +57513,渝北,2024-05-30 18:00,23.7,67.0,0.0,957.0,124.0,3.5 +57513,渝北,2024-05-30 17:00,24.6,62.0,0.0,957.0,124.0,3.7 +57513,渝北,2024-05-30 16:00,24.0,65.0,0.0,957.0,217.0,2.2 +57513,渝北,2024-05-30 15:00,22.6,73.0,0.0,958.0,188.0,3.4 +57513,渝北,2024-05-30 14:00,22.4,70.0,0.0,958.0,205.0,2.8 +57513,渝北,2024-05-30 13:00,20.8,79.0,0.0,959.0,203.0,1.5 +57513,渝北,2024-05-30 12:00,19.8,83.0,0.0,959.0,222.0,1.3 +57513,渝北,2024-05-30 11:00,19.3,89.0,0.3,960.0,225.0,1.8 +57339,云阳,2024-05-31 10:00,24.5,74.0,0.0,979.0,68.0,2.2 +57339,云阳,2024-05-31 09:00,21.2,89.0,0.0,979.0,349.0,1.7 +57339,云阳,2024-05-31 08:00,21.2,88.0,0.0,978.0,163.0,1.7 +57339,云阳,2024-05-31 07:00,20.0,94.0,0.0,978.0,183.0,1.7 +57339,云阳,2024-05-31 06:00,19.8,94.0,0.0,978.0,146.0,1.0 +57339,云阳,2024-05-31 05:00,19.7,95.0,0.0,978.0,152.0,1.5 +57339,云阳,2024-05-31 04:00,19.7,95.0,0.0,978.0,183.0,1.4 +57339,云阳,2024-05-31 03:00,19.8,94.0,0.0,978.0,214.0,1.5 +57339,云阳,2024-05-31 02:00,19.8,94.0,0.0,978.0,200.0,1.8 +57339,云阳,2024-05-31 01:00,20.2,92.0,0.0,978.0,205.0,1.9 +57339,云阳,2024-05-31 00:00,20.4,90.0,0.0,978.0,200.0,1.3 +57339,云阳,2024-05-30 23:00,20.8,88.0,0.0,979.0,259.0,1.4 +57339,云阳,2024-05-30 22:00,21.2,85.0,0.0,978.0,217.0,1.6 +57339,云阳,2024-05-30 21:00,21.5,85.0,0.0,978.0,256.0,2.1 +57339,云阳,2024-05-30 20:00,22.4,77.0,0.0,977.0,146.0,1.5 +57339,云阳,2024-05-30 19:00,23.4,69.0,0.0,976.0,236.0,0.8 +57339,云阳,2024-05-30 18:00,23.7,69.0,0.0,976.0,315.0,1.2 +57339,云阳,2024-05-30 17:00,23.9,68.0,0.0,976.0,295.0,1.2 +57339,云阳,2024-05-30 16:00,23.8,67.0,0.0,976.0,329.0,2.7 +57339,云阳,2024-05-30 15:00,23.3,72.0,0.0,977.0,264.0,3.2 +57339,云阳,2024-05-30 14:00,23.0,72.0,0.0,977.0,293.0,3.3 +57339,云阳,2024-05-30 13:00,22.7,74.0,0.0,978.0,259.0,2.3 +57339,云阳,2024-05-30 12:00,21.9,76.0,0.0,978.0,290.0,2.7 +57339,云阳,2024-05-30 11:00,21.4,79.0,0.0,978.0,323.0,0.7 +57437,忠县,2024-05-31 10:00,21.4,88.0,0.0,975.0,262.0,1.5 +57437,忠县,2024-05-31 09:00,19.7,94.0,0.0,975.0,326.0,1.1 +57437,忠县,2024-05-31 08:00,19.2,97.0,0.0,975.0,242.0,0.8 +57437,忠县,2024-05-31 07:00,19.1,98.0,0.0,975.0,284.0,0.9 +57437,忠县,2024-05-31 06:00,19.0,98.0,0.0,974.0,9999.0,0.1 +57437,忠县,2024-05-31 05:00,19.2,97.0,0.0,974.0,222.0,0.8 +57437,忠县,2024-05-31 04:00,19.3,96.0,0.0,974.0,17.0,0.7 +57437,忠县,2024-05-31 03:00,19.6,96.0,0.0,974.0,349.0,0.8 +57437,忠县,2024-05-31 02:00,20.1,94.0,0.0,974.0,59.0,1.6 +57437,忠县,2024-05-31 01:00,20.4,93.0,0.0,974.0,278.0,1.3 +57437,忠县,2024-05-31 00:00,20.8,91.0,0.0,975.0,174.0,0.8 +57437,忠县,2024-05-30 23:00,21.3,87.0,0.0,975.0,284.0,0.9 +57437,忠县,2024-05-30 22:00,21.4,85.0,0.0,975.0,253.0,1.3 +57437,忠县,2024-05-30 21:00,21.8,84.0,0.0,974.0,242.0,0.8 +57437,忠县,2024-05-30 20:00,22.5,78.0,0.0,974.0,242.0,0.8 +57437,忠县,2024-05-30 19:00,22.9,72.0,0.0,973.0,217.0,1.0 +57437,忠县,2024-05-30 18:00,23.2,73.0,0.0,972.0,250.0,1.5 +57437,忠县,2024-05-30 17:00,23.1,71.0,0.0,972.0,233.0,2.6 +57437,忠县,2024-05-30 16:00,23.4,72.0,0.0,973.0,211.0,2.4 +57437,忠县,2024-05-30 15:00,22.6,75.0,0.0,973.0,231.0,2.1 +57437,忠县,2024-05-30 14:00,22.2,78.0,0.0,974.0,231.0,2.2 +57437,忠县,2024-05-30 13:00,21.3,81.0,0.0,974.0,211.0,1.7 +57437,忠县,2024-05-30 12:00,19.7,86.0,0.0,975.0,205.0,3.5 +57437,忠县,2024-05-30 11:00,19.5,89.0,0.0,975.0,188.0,2.8 +57409,潼南,2024-05-31 10:00,24.5,73.0,0.0,974.0,214.0,1.0 +57409,潼南,2024-05-31 09:00,23.2,78.0,0.0,974.0,135.0,1.7 +57409,潼南,2024-05-31 08:00,22.0,87.0,0.0,973.0,135.0,2.0 +57409,潼南,2024-05-31 07:00,21.1,88.0,0.0,973.0,127.0,1.4 +57409,潼南,2024-05-31 06:00,20.8,93.0,0.0,972.0,113.0,2.4 +57409,潼南,2024-05-31 05:00,21.1,91.0,0.0,972.0,104.0,1.4 +57409,潼南,2024-05-31 04:00,21.2,89.0,0.0,972.0,93.0,1.9 +57409,潼南,2024-05-31 03:00,21.6,86.0,0.0,972.0,143.0,1.7 +57409,潼南,2024-05-31 02:00,21.8,84.0,0.0,972.0,141.0,2.6 +57409,潼南,2024-05-31 01:00,22.4,80.0,0.0,972.0,174.0,2.0 +57409,潼南,2024-05-31 00:00,22.9,76.0,0.0,973.0,138.0,2.9 +57409,潼南,2024-05-30 23:00,23.7,69.0,0.0,973.0,146.0,4.0 +57409,潼南,2024-05-30 22:00,24.4,61.0,0.0,973.0,160.0,4.8 +57409,潼南,2024-05-30 21:00,24.8,58.0,0.0,973.0,169.0,3.6 +57409,潼南,2024-05-30 20:00,25.8,55.0,0.0,972.0,163.0,5.2 +57409,潼南,2024-05-30 19:00,28.4,42.0,0.0,971.0,124.0,1.6 +57409,潼南,2024-05-30 18:00,29.1,39.0,0.0,970.0,169.0,1.2 +57409,潼南,2024-05-30 17:00,29.0,42.0,0.0,970.0,338.0,1.6 +57409,潼南,2024-05-30 16:00,29.3,42.0,0.0,971.0,104.0,3.8 +57409,潼南,2024-05-30 15:00,28.8,46.0,0.0,972.0,87.0,2.1 +57409,潼南,2024-05-30 14:00,27.7,45.0,0.0,972.0,278.0,3.0 +57409,潼南,2024-05-30 13:00,26.9,53.0,0.0,973.0,53.0,3.0 +57409,潼南,2024-05-30 12:00,25.8,55.0,0.0,974.0,53.0,1.6 +57409,潼南,2024-05-30 11:00,24.0,69.0,0.0,974.0,158.0,2.3 +57514,璧山,2024-05-31 10:00,25.3,68.0,0.0,974.0,82.0,1.1 +57514,璧山,2024-05-31 09:00,24.5,72.0,0.0,974.0,59.0,1.8 +57514,璧山,2024-05-31 08:00,21.7,84.0,0.0,974.0,318.0,1.6 +57514,璧山,2024-05-31 07:00,20.7,88.0,0.0,973.0,343.0,1.1 +57514,璧山,2024-05-31 06:00,20.4,90.0,0.0,973.0,343.0,1.4 +57514,璧山,2024-05-31 05:00,20.4,92.0,0.0,973.0,338.0,1.4 +57514,璧山,2024-05-31 04:00,20.5,92.0,0.0,972.0,20.0,1.7 +57514,璧山,2024-05-31 03:00,20.7,92.0,0.0,972.0,346.0,1.5 +57514,璧山,2024-05-31 02:00,20.8,90.0,0.0,973.0,76.0,1.0 +57514,璧山,2024-05-31 01:00,21.3,89.0,0.0,973.0,338.0,1.4 +57514,璧山,2024-05-31 00:00,21.9,85.0,0.0,974.0,360.0,1.5 +57514,璧山,2024-05-30 23:00,22.4,82.0,0.0,974.0,42.0,0.9 +57514,璧山,2024-05-30 22:00,22.7,78.0,0.0,974.0,115.0,0.8 +57514,璧山,2024-05-30 21:00,23.0,76.0,0.0,973.0,138.0,0.9 +57514,璧山,2024-05-30 20:00,23.1,77.0,0.0,973.0,98.0,2.5 +57514,璧山,2024-05-30 19:00,23.9,74.0,0.0,972.0,98.0,2.8 +57514,璧山,2024-05-30 18:00,24.8,71.0,0.0,971.0,121.0,2.8 +57514,璧山,2024-05-30 17:00,25.4,70.0,0.0,971.0,174.0,1.2 +57514,璧山,2024-05-30 16:00,25.3,65.0,0.0,972.0,188.0,3.2 +57514,璧山,2024-05-30 15:00,26.1,66.0,0.0,972.0,65.0,1.0 +57514,璧山,2024-05-30 14:00,24.4,77.0,0.0,973.0,87.0,1.8 +57514,璧山,2024-05-30 13:00,22.8,78.0,0.0,974.0,174.0,2.5 +57514,璧山,2024-05-30 12:00,22.7,82.0,0.0,974.0,166.0,2.0 +57514,璧山,2024-05-30 11:00,20.9,87.0,0.0,974.0,132.0,1.1 +57612,綦江,2024-05-31 10:00,22.1,76.0,0.0,958.0,82.0,2.0 +57612,綦江,2024-05-31 09:00,21.8,77.0,0.0,958.0,135.0,3.2 +57612,綦江,2024-05-31 08:00,20.2,89.0,0.0,958.0,110.0,4.9 +57612,綦江,2024-05-31 07:00,17.8,98.0,0.0,957.0,113.0,4.1 +57612,綦江,2024-05-31 06:00,17.7,98.0,0.0,957.0,118.0,2.6 +57612,綦江,2024-05-31 05:00,17.8,97.0,0.0,957.0,129.0,4.8 +57612,綦江,2024-05-31 04:00,18.1,96.0,0.0,956.0,129.0,3.6 +57612,綦江,2024-05-31 03:00,18.3,95.0,0.0,957.0,42.0,2.5 +57612,綦江,2024-05-31 02:00,18.6,94.0,0.0,957.0,129.0,3.0 +57612,綦江,2024-05-31 01:00,19.0,92.0,0.0,957.0,121.0,3.9 +57612,綦江,2024-05-31 00:00,19.5,87.0,0.0,958.0,138.0,4.5 +57612,綦江,2024-05-30 23:00,19.7,89.0,0.0,958.0,79.0,2.2 +57612,綦江,2024-05-30 22:00,20.4,81.0,0.0,958.0,222.0,2.1 +57612,綦江,2024-05-30 21:00,20.9,77.0,0.0,958.0,177.0,5.1 +57612,綦江,2024-05-30 20:00,21.0,77.0,0.0,957.0,169.0,3.5 +57612,綦江,2024-05-30 19:00,21.8,75.0,0.0,956.0,174.0,3.3 +57612,綦江,2024-05-30 18:00,22.6,74.0,0.0,956.0,166.0,3.4 +57612,綦江,2024-05-30 17:00,22.0,74.0,0.0,956.0,152.0,4.1 +57612,綦江,2024-05-30 16:00,21.8,76.0,0.0,956.0,87.0,2.4 +57612,綦江,2024-05-30 15:00,21.8,77.0,0.0,957.0,113.0,1.7 +57612,綦江,2024-05-30 14:00,20.7,81.0,0.0,957.0,245.0,1.4 +57612,綦江,2024-05-30 13:00,19.9,90.0,0.0,958.0,270.0,2.9 +57612,綦江,2024-05-30 12:00,18.6,99.0,0.0,958.0,284.0,2.5 +57612,綦江,2024-05-30 11:00,17.6,99.0,0.1,958.0,270.0,4.7 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）