Currencies-Price-prediction
This code is to import data from investing.com after I tried to use investpy, but it's seemingly not working due to connection problems
Step 1: install python3
and then install the necessary packages (urllib3, time, pandas, matplotlib, numpy, statsmodels, sklearn) by use the cond in the command prompt
pip install Pack_name
Step 2: open python and start the following codes
import urllib3 from time import time,sleep import warnings warnings.filterwarnings("ignore") import pandas as pd urllib3.disable_warnings() import matplotlib.pyplot as plt import numpy as np from statsmodels.tsa.arima.model import ARIMA from sklearn.metrics import mean_squared_error
Excecuting of the code
Step 3:
Import historical Data from website www.investing.com. In this method, you will get the last 30 days. If yor are interested in large sample size, you need to download manually in .txt file.
use the following code
w=Pred()
e=w.getData('https://www.investing.com/currencies/usd-jpy-historical-data')
ee=w.reformat(e)
et2=w.estim(ee)
examples here
https://github.com/Fadhaa/Currencies-Price-prediction/blob/main/updated-currencies-forecasting.ipynb