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Created Apr 9, 2015
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def get_records():
df = pandas.read_json('1.json')
df =['accidents'])
for _, row in df.iterrows():
for c in row['casualties']:
for i in row['involved']:
row['caualty_severity'] = c['severity']
row['caualty_gender'] = c['gender']
row['caualty_class'] = c['class']
row['caualty_vehicle'] = c.get('vehicle', 'unknonwn')
row['involved_id'] = i['id']
row['involved_type'] = i['type']
yield row
df = pandas.DataFrame.from_records(get_records())
del df['casualties']
del df['involved']
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