API 结果（复杂嵌套）到 Data Frame Panda

Question

我需要从 API 中提取一些列。我试试：

#importing requests  
import requests as re  
#importing csv  
import csv  
#importing pandas  
import pandas as pd  
#taking url and asigning to url variable
url="https://earthquake.usgs.gov/fdsnws/event/1/query?format=geojson&starttime=2016-10-01&endtime=2016-10-02"  
#assigning to data after getting the url
data=re.get(url)
#put it in the eq variable
eq=data.json()  
#reult we can sse here  
eq['features']

def obtain_data(eq):  
    i=0  
    print('Lat\tLongitude\tTitle\tPlace\tMag')

    while i < len(eq['features']):
        print(str(eq['features'][i]['geometry']['coordinates'][0])+'\t'+str(eq['features'][i]['geometry']['coordinates'][1])+'\t'+str(eq['features'][i]['properties']['title'])+'\t'+str(eq['features'][i]['properties']['place']+'\t'+str(eq['features'][i]['properties']['mag'])))
        i=i+1

final_data= obtain_data(eq)

我需要将 coordinates 拆分为 2 列 - Lat 和 Longitude 并提取列 Title、Place 和 \Mag。输出为 csv 和 tab 分隔符。

Answer 1

我认为你需要：

from pandas.io.json import json_normalize

#extract data
df = json_normalize(data['features'])
#get first and second values of lists
df['Lat'] = df['geometry.coordinates'].str[0]
df['Longitude'] = df['geometry.coordinates'].str[1]
#rename original columns names
df = df.rename(columns={'properties.title':'Title',
                        'properties.place':'Place',
                        'properties.mag':'Mag'})
#filter only necessary columns
df = df[['Lat','Longitude', 'Title','Place','Mag']]
print (df.head())
          Lat  Longitude                                        Title  \
0 -118.895700  38.860700        M 1.0 - 27km ESE of Yerington, Nevada   
1 -124.254833  40.676333  M 2.5 - 7km SW of Humboldt Hill, California   
2 -116.020000  31.622500      M 2.6 - 53km ESE of Maneadero, B.C., MX   
3 -121.328167  36.698667    M 2.1 - 13km SSE of Ridgemark, California   
4 -115.614500  33.140500             M 1.5 - 10km W of Calipatria, CA   

                                 Place   Mag  
0        27km ESE of Yerington, Nevada  1.00  
1  7km SW of Humboldt Hill, California  2.52  
2      53km ESE of Maneadero, B.C., MX  2.57  
3    13km SSE of Ridgemark, California  2.06  
4             10km W of Calipatria, CA  1.45  

#write to file
df.to_csv(file, sep='\t', index=False)