How to replace .append with .concat in pandas dataframe?

Question

Here is my code

dataframe = pd.DataFrame(columns = my_columns)
for stock in stocks['Ticker'][:1]:
    api_url = f'https://sandbox.iexapis.com/stable/stock/{symbol}/quote/?token={IEX_CLOUD_API_TOKEN}'
    data = requests.get(api_url).json()
    dataframe = dataframe.append(
    pd.Series([stock, data['latestPrice'], marketCap/1000000000000],
    index = my_columns),
    ignore_index = True
    )
dataframe

Returns this BUT!

Ticker	Stock Price	Market Cap
A	153.57	2.37218

Also returns: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. dataframe = dataframe.append(

I understand I want to make dataframe a list but how do I parse through the Series?

Answer 1

dataframe = pd.DataFrame(columns = my_columns)
for stock in stocks['Ticker'][:1]:
    api_url = f'https://sandbox.iexapis.com/stable/stock/{symbol}/quote/?token={IEX_CLOUD_API_TOKEN}'
    data = requests.get(api_url).json()
    new_row = pd.DataFrame(
        [
        [stock, data["latestPrice"], marketCap / 1000000000000]
        ],
        columns=my_columns
    )
    dataframe = pd.concat([dataframe, new_row], ignore_index = True)

dataframe