Reputation: 7265
Note: I did more complex question here, since it seems to complex on one question, I decide to split into smaller one
Here's my dataset
name AEON Mall Jakarta Garden City Blok M Plaza Buaran Plaza Central Park Mall Cibubur Junction
date_id
20220501 6569.0 751.0 1719.0 4215.0 1125.0
20220502 6028.0 569.0 1855.0 4151.0 439.0
Here's my curent code
import pmdarima.arima as pm
model_1 = pm.auto_arima(df['AEON Mall Jakarta Garden City'],
m=7, seasonal=True,
start_p=0, start_q=0, max_order=4, test='adf',error_action='ignore',
suppress_warnings=True,
stepwise=True, trace=True)
model_2 = pm.auto_arima(df['Blok M Plaza'],
m=7, seasonal=True,
start_p=0, start_q=0, max_order=4, test='adf',error_action='ignore',
suppress_warnings=True,
stepwise=True, trace=True)
model_3 = pm.auto_arima(df['Buaran Plaza'],
m=7, seasonal=True,
start_p=0, start_q=0, max_order=4, test='adf',error_action='ignore',
suppress_warnings=True,
stepwise=True, trace=True)
...
Since te actiual dataframe is have 55 columns, the code is prone to mistake, how to do looping in this case
Expected output avaliable here
Upvotes: 0
Views: 85