我有一个json文件,如下所示:
"Aveiro": {
"Albergaria-a-Velha": {
"candidates": [
{
"effectiveCandidates": [
"JOSÉ OLIVEIRA SANTOS"
],
"party": "B.E.",
"votes": {
"absoluteMajority": 0,
"acronym": "B.E.",
"constituenctyCounter": 1,
"mandates": 0,
"percentage": 1.34,
"presidents": 0,
"validVotesPercentage": 1.4,
"votes": 179
}
},
{
"effectiveCandidates": [
"ANTÓNIO AUGUSTO AMARAL LOUREIRO E SANTOS"
],
"party": "CDS-PP",
"votes": {
"absoluteMajority": 1,
"acronym": "CDS-PP",
"constituenctyCounter": 1,
"mandates": 5,
"percentage": 59.7,
"presidents": 1,
"validVotesPercentage": 62.5,
"votes": 7970
}
},
{
"effectiveCandidates": [
"CARLOS MANUEL DA COSTA SERVEIRA VASQUES"
],
"party": "CH",
"votes": {
"absoluteMajority": 0,
"acronym": "CH",
"constituenctyCounter": 1,
"mandates": 0,
"percentage": 1.87,
"presidents": 0,
"validVotesPercentage": 1.95,
"votes": 249
}
},
{
"effectiveCandidates": [
"RODRIGO MANUEL PEREIRA MARQUES LOURENÇO"
],
"party": "PCP-PEV",
"votes": {
"absoluteMajority": 0,
"acronym": "PCP-PEV",
"constituenctyCounter": 1,
"mandates": 0,
"percentage": 1.57,
"presidents": 0,
"validVotesPercentage": 1.65,
"votes": 210
}
},
{
"effectiveCandidates": [
"DELFINA LISBOA MARTINS DA CUNHA"
],
"party": "PPD/PSD",
"votes": {
"absoluteMajority": 0,
"acronym": "PPD/PSD",
"constituenctyCounter": 1,
"mandates": 2,
"percentage": 24.23,
"presidents": 0,
"validVotesPercentage": 25.37,
"votes": 3235
}
},
{
"effectiveCandidates": [
"JESUS MANUEL VIDINHA TOMÁS"
],
"party": "PS",
"votes": {
"absoluteMajority": 0,
"acronym": "PS",
"constituenctyCounter": 1,
"mandates": 0,
"percentage": 6.82,
"presidents": 0,
"validVotesPercentage": 7.14,
"votes": 910
}
}
],
"parentTerritoryName": "Aveiro",
"territoryKey": "LOCAL-010200",
"territoryName": "Albergaria-a-Velha",
"total_votes": {
"availableMandates": 0,
"blankVotes": 377,
"blankVotesPercentage": 2.82,
"displayMessage": null,
"hasNoVoting": false,
"nullVotes": 221,
"nullVotesPercentage": 1.66,
"numberParishes": 6,
"numberVoters": 13351,
"percentageVoters": 59.48
}
},
完整文件为here供参考
我认为这个代码会起作用
import pandas as pd
from pandas import json_normalize
import json
with open('autarquicas_2021.json') as f:
data = json.load(f)
df = pd.json_normalize(data)
但是,这将返回以下信息:
df.head()
Aveiro.Albergaria-a-Velha.candidates ... Évora.Évora.total_votes.percentageVoters
0 [{'effectiveCandidates': ['JOSÉ OLIVEIRA SANTO... ... 49.84
[1 rows x 4312 columns]
df.info()
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 1 entries, 0 to 0
Columns: 4312 entries, Aveiro.Albergaria-a-Velha.candidates to Évora.Évora.total_votes.percentageVoters
dtypes: bool(308), float64(924), int64(1540), object(1540)
memory usage: 31.7+ KB
None
出于某种原因,代码不起作用,我的研究也没有找到解决方案,因为似乎每个json文件都有自己的想法
任何帮助都将不胜感激。提前谢谢你强>
免责声明:这是一个开源项目,旨在提高葡萄牙地方选举的透明度。它不会用于商业或盈利项目
递归方法:
我通常使用这个函数
(a recursive approach)
来做这类事情:您可以调用
flatten_json
来展平嵌套的json基于库的方法:
您可以使用
json_normalize
对原始JSON格式进行一些转换这将把键值样式的原始JSON转换为对象列表
json_normalize
李>total_votes
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