How can I change the dataframe of my stock data (Python)?

data = json.loads(sql_json_data)

id_array = []
for u in data['Id']:    id_array.append(data['Id'][u])

symbol_array = []
for u, v in (data['Symbol']).items():    symbol_array.append(v)

time_array = []
for u, v in (data['Time']).items():    time_array.append(v)

opening_array = []
for u, v in (data['OpeningPrice']).items():    opening_array.append(v)

closing_array = []
for u, v in (data['ClosingPrice']).items():    closing_array.append(v)

highest_array = []
for u, v in (data['HighestPrice']).items():    highest_array.append(v)

lowest_array = []
for u, v in (data['LowestPrice']).items():    lowest_array.append(v)

volume_array = []
for u, v in (data['Volume']).items():    volume_array.append(v)

print('id_array', id_array)
print('symbol_array', symbol_array)
print('time_array', time_array)
print('opening_array', opening_array)
print('closing_array', closing_array)
print('highest_array', highest_array)
print('lowest_array', lowest_array)
print('volume_array', volume_array)