我试图从OpenWeatherMap转换json数据,但它总是给我错误。当我在其他教程网站上尝试其他json文件时,它工作得非常好
Json格式:
{
"cod": "200",
"message": 0,
"cnt": 40,
"list": [
{
"dt": 1586250000,
"main": {
"temp": 303.36,
"feels_like": 306.76,
"temp_min": 303.36,
"temp_max": 303.95,
"pressure": 1006,
"sea_level": 1006,
"grnd_level": 1004,
"humidity": 61,
"temp_kf": -0.59
},
"weather": [{
"id": 500,
"main": "Rain",
"description": "light rain",
"icon": "10d"
}],
"clouds": {
"all": 97
},
"wind": {
"speed": 1.74,
"deg": 38
},
"rain": {
"3h": 0.29
},
"sys": {
"pod": "d"
},
"dt_txt": "2020-04-07 09:00:00"
}, {
"dt": 1586260800,
"main": {
"temp": 300.42,
"feels_like": 303.73,
"temp_min": 300.42,
"temp_max": 300.86,
"pressure": 1008,
"sea_level": 1008,
"grnd_level": 1006,
"humidity": 76,
"temp_kf": -0.44
},
"weather": [{
"id": 500,
"main": "Rain",
"description": "light rain",
"icon": "10n"
}],
"clouds": {
"all": 83
},
"wind": {
"speed": 2.5,
"deg": 52
},
"rain": {
"3h": 0.53
},
"sys": {
"pod": "n"
},
"dt_txt": "2020-04-07 12:00:00"
}, {
"dt": 1586271600,
"main": {
"temp": 299.85,
"feels_like": 303.12,
"temp_min": 299.85,
"temp_max": 300.15,
"pressure": 1010,
"sea_level": 1010,
"grnd_level": 1008,
"humidity": 80,
"temp_kf": -0.3
},
"weather": [{
"id": 500,
"main": "Rain",
"description": "light rain",
"icon": "10n"
}],
"clouds": {
"all": 62
},
"wind": {
"speed": 2.78,
"deg": 32
},
"rain": {
"3h": 0.16
},
"sys": {
"pod": "n"
},
"dt_txt": "2020-04-07 15:00:00"
}
],
"city": {
"id": 1880252,
"name": "Singapore",
"coord": {
"lat": 1.2897,
"lon": 103.8501
},
"country": "SG",
"population": 3547809,
"timezone": 28800,
"sunrise": 1586214152,
"sunset": 1586257828
}
}
我用python创建了一个函数,用api调用读取JSON,并使用pandas将其转换为数据帧
def _weather():
url = 'http://api.openweathermap.org/data/2.5/forecast?q=Singapore,{API}'
res = requests.get(url)
data = res.json()
return data
在将其读取为json后,我尝试将其转换为数据帧,但收到错误消息
#df = pd.dataFrame(_weather)
df = pd.read_json(_weather)
我错过了哪些步骤
预期的数据帧如图所示, 我试图在提取16天/每日预测数据时显示16行数据
这只是这个问题的另一个变体,在处理嵌套数据,特别是json时,我更喜欢glom或jmespath:
“天气”部分的路径是:列表键->;'列出容器'->;天气键->;'列出容器“
列表以[]符号标识,而字典键以点(.)作为前缀
试试这个,了解更多关于json_规范化的信息
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