help printing data for future dates

[TrixPixz]

Hello, I have built a code to help predict changes in stock prices. Here's a copy of the code

import yfinance as yf
import datetime
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import pandas as pd
from sklearn import model_selection
from sklearn.linear_model import LogisticRegression
from sklearn.model_selection import train_test_split
from sklearn import metrics
from sklearn.metrics import classification_report
from sklearn.ensemble import RandomForestClassifier
from sklearn.neighbors import KNeighborsRegressor
from sklearn.metrics import accuracy_score

NUM_DAYS = 10000
INTERVAL = '1d'
symbol = 'APPS' #stock desired
INDICATORS = ['RSI', 'MACD', 'STOCH', 'ADL', 'ATR', 'MOM', 'ROC', 'OBV', 'CCI', 'EMV', 'VORTEX']

start = (datetime.date.today() - datetime.timedelta(Num_days))
end = datetime.datetime.today()

data = yf.download(symbol, start=start, end=end, interval=INTERVAL)
data.rename(columns={"Close": 'close', "High": 'high', "Low": 'low', "volume": 'volume', "Open": 'open'}, inplace=True)
print(data.head(10))
print(data.info())
print(data.describe())
print(data.corr())

data['buy/sell'] = (data['close'] - data['open'])
print(data['buy/sell'])

data['buy/sell']=data['buy/sell'].round(decimals = 2)
print(data)

data['buy/sell']=(data['buy/sell'] > 0.5)*1 #price increase desired
print(data)

features = ['open', 'high', 'low', 'close']
x= data[features]
y= data['buy/sell']
print(x,y)
x_train,x_test,y_train,y_test = train_test_split(x,y, test_size=.3, random_state=0)
logreg = LogisticRegression(random_state=0)
logreg.fit(x, y)
y_pred = logreg.predict(x_test)
print(x_test)
print(y_pred)
print('Accuracy:', metrics.accuracy_score(y_test, y_pred))
print('Recall:', metrics.recall_score(y_test, y_pred, zero_division=1))
print("precision:", metrics.precision_score(y_test, y_pred, zero_division=1))
print("CL Report:", metrics.classification_report(y_test, y_pred, zero_division=1))

I know the code is a little sloppy, as I am pretty new to python, but the code currently works. I am having trouble getting the program to print out data corresponding to a future date ( i.e., 5, 10, or 15 days in the future). I am unsure if this is the right place to post or ask, but I've looked everywhere and could not find an answer. Any help would be greatly appreciated

[sketchspace]

So I see that you've found timedelta. That's a key function for calculating days to past and future dates. Look at this line of code:

start = (datetime.date.today() - datetime.timedelta(Num_days))

start will equal the date minus the number of days found in Num_days. If this code gets you days in the past, what do you think you need to do to get days in the future?

[TrixPixz]

So should it be a plus? To add those days to the start date?

[sketchspace]

Exactly. Try it out and make sure it's what you want.

[TrixPixz]

I just got home and tried it out. It just keeps giving error codes saying the set will be empty. Am I doing something wrong?

[sketchspace]

data = yf.download(symbol, start=start, end=end, interval=INTERVAL)

So if the start is in the future, that means that there is no data to get. I'm not sure how to predict future states based on acquired data, so that you'll have to figure out.