'Parsing nested json to csv using pandas python
I want to convert JSON to CSV.
Below is JSON file
{
"id": "0001",
"type": "donut",
"name": "Cake",
"ppu": 0.55,
"topping":
[
{ "t_id": "5001", "top_type": "None" },
{ "t_id": "5002", "top_type": "Glazed" }
]
}
Below is code which I have written:
import csv, json
import pandas as pd
f = open(r'C:\Desktop\test.json',encoding='utf-8')
data = json.load(f)
df = pd.json_normalize(data).to_csv(r'C:\Desktop\test.csv',encoding='utf-8',index=False)
I am getting this output:
id,type,name,ppu,topping,t_id,top_type
1,donut,Cake,0.55,"[{'t_id': '5001', 'top_type': 'None'}, {'t_id': '5002', 'top_type': 'Glazed'}]","['5001',5002']","['None','Glazed']"
Desired Output:
id,type,name,ppu,topping,t_id,top_type
1,donut,Cake,0.55,[{'t_id': '5001', 'top_type': 'None'}, {'t_id': '5002', 'top_type': 'Glazed'}],['5001',5002'],['None','Glazed']
Sources
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