nwl*_*wly 3 python json normalize python-3.x pandas
这是我正在使用 2 条记录的示例 json 文件:
[{"Time":"2016-01-10",
"ID"
:13567,
"Content":{
"Event":"UPDATE",
"Id":{"EventID":"ABCDEFG"},
"Story":[{
"@ContentCat":"News",
"Body":"Related Meeting Memo: Engagement with target firm for potential M&A. Please be on call this weekend for news updates.",
"BodyTextType":"PLAIN_TEXT",
"DerivedId":{"Entity":[{"Id":"Amy","Score":70}, {"Id":"Jon","Score":70}]},
"DerivedTopics":{"Topics":[
{"Id":"Meeting","Score":70},
{"Id":"Performance","Score":70},
{"Id":"Engagement","Score":100},
{"Id":"Salary","Score":70},
{"Id":"Career","Score":100}]
},
"HotLevel":0,
"LanguageString":"ENGLISH",
"Metadata":{"ClassNum":50,
"Headline":"Attn: Weekend",
"WireId":2035,
"WireName":"IIS"},
"Version":"Original"}
]},
"yyyymmdd":"20160110",
"month":201601},
{"Time":"2016-01-12",
"ID":13568,
"Content":{
"Event":"DEAL",
"Id":{"EventID":"ABCDEFG2"},
"Story":[{
"@ContentCat":"Details",
"Body":"Test email contents",
"BodyTextType":"PLAIN_TEXT",
"DerivedId":{"Entity":[{"Id":"Bob","Score":100}, {"Id":"Jon","Score":70}, {"Id":"Jack","Score":60}]},
"DerivedTopics":{"Topics":[
{"Id":"Meeting","Score":70},
{"Id":"Engagement","Score":100},
{"Id":"Salary","Score":70},
{"Id":"Career","Score":100}]
},
"HotLevel":0,
"LanguageString":"ENGLISH",
"Metadata":{"ClassNum":70,
"Headline":"Attn: Weekend",
"WireId":2037,
"WireName":"IIS"},
"Version":"Original"}
]},
"yyyymmdd":"20160112",
"month":201602}]
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我试图得到一个数据帧在实体ID的水平(提取Amy
,并Jon
从记录1和Bob
,Jon
,Jack
从记录2)。
但是,我很早就收到了错误。到目前为止,这是我的代码,假设示例 json 保存为sample.json
:
data = json.load(open('sample.json'))
test = json_normalize(data, record_path=['Content', 'Story'])
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导致此错误:
TypeError: string indices must be integers
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我怀疑这是因为 Content.Story 实际上是一个包含字典的列表,而不是字典本身。但我不清楚如何真正克服这一点?
编辑:澄清一下,我最终试图达到实体 ID 的级别(内容 > 故事 > 派生 ID > 实体 > Id)。展示 Content.Story 代码示例只是为了说明我现在在解决这个问题。
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