Question: mport socket import pickle import numpy as np import pandas as pd from datetime import datetime from threading import Thread from taipy.gui import Gui, State,

mport socket import pickle import numpy as np import pandas as pd from datetime import datetime from threading import Thread from taipy.gui import Gui, State, invoke

_

callback, get

_

state

_

id from sklearn.ensemble import RandomForestRegressor import xgboost as xgb from sklearn.preprocessing import StandardScaler from sklearn.model

_

selection import train

_

test

_

split # Host and port for socket communication HOST

= " 127.0.0.1 "

PORT

= 65432

# Updated AQI dataset with additional pollutant categories cities

_

data

=

.

DataFrame

({

'Country':

['

Russian Federation', 'Brazil', 'Brazil', 'Italy', 'Poland', 'United States of America', 'United States of America', 'Belgium', 'Russian Federation', 'China', 'Netherlands'

],

'City':

['

Praskoveya

',

'Presidente Dutra',

'

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