unable to parse using pd.json_normalize, it throws null with index values-CodePudding

Sample of my data:

ID	target
1	{"abc":"xyz"}
2	{"abc":"adf"}

this data was a csv output that i imported as below in python

data=pd.read_csv('location',converters{'target':json.loads},header=None,doublequote=True,encoding='unicode_escape')

data=data.drop(labels=0,axis=0)
data=data.rename(columns={0:'ID',1:'target'})

when I try to parse this data using

df=pd.json_normalize(data['target'])

i get Empty dataframe


0
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CodePudding user response：

You need to change the cells from strings to actual dicts and then your code works. Try this:

df['target'] = df['target'].apply(json.loads)
df = pd.json_normalize(df['target'])