How to Integrate Yahoo Finance API with PyQt5

In this PyQt5 article we want to learn How to Integrate Yahoo Finance API with PyQt5, PyQt5 is powerful Python library for building desktop applications with graphical user interface. Yahoo Finance API is popular platform for accessing financial data such as stock prices, news and analysis. integrating Yahoo Finance API with PyQt5 can be great way to add financial data to your PyQt5 application. in this article we want to talk how to integrate Yahoo Finance with PyQt5.

First of all we need to install required libraries

pip install pandas yfinance

1	pip install pandas yfinance

Now this is the complete code for this article

import sys
import yfinance as yf
from PyQt5.QtWidgets import QApplication, QMainWindow, QTableView, QWidget, QVBoxLayout
from PyQt5.QtGui import QStandardItem, QStandardItemModel


class FinanceApp(QWidget):
    def __init__(self):
        super().__init__()
        self.setWindowTitle("Geekscoders.com - Finance App")

        self.table = QTableView()
        layout = QVBoxLayout()
        layout.addWidget(self.table)
        self.setLayout(layout)

        # Retrieve data from Yahoo Finance
        aapl = yf.Ticker('AAPL')
        data = aapl.history(period='1mo')

        # Load data into QTableView widget
        model = QStandardItemModel(data.shape[0], data.shape[1])
        model.setHorizontalHeaderLabels(data.columns)
        for row in range(data.shape[0]):
            for column in range(data.shape[1]):
                item = QStandardItem(str(data.iloc[row, column]))
                model.setItem(row, column, item)
        self.table.setModel(model)


if __name__ == '__main__':
    app = QApplication(sys.argv)
    window = FinanceApp()
    window.show()
    sys.exit(app.exec_())

import sys

import yfinance as yf

from PyQt5.QtWidgets import QApplication, QMainWindow, QTableView, QWidget, QVBoxLayout

from PyQt5.QtGui import QStandardItem, QStandardItemModel

class FinanceApp(QWidget):

def __init__(self):

super().__init__()

self.setWindowTitle("Geekscoders.com - Finance App")

self.table = QTableView()

layout = QVBoxLayout()

layout.addWidget(self.table)

self.setLayout(layout)

# Retrieve data from Yahoo Finance

aapl = yf.Ticker('AAPL')

data = aapl.history(period='1mo')

# Load data into QTableView widget

model = QStandardItemModel(data.shape[0], data.shape[1])

model.setHorizontalHeaderLabels(data.columns)

for row in range(data.shape[0]):

for column in range(data.shape[1]):

item = QStandardItem(str(data.iloc[row, column]))

model.setItem(row, column, item)

self.table.setModel(model)

if __name__ == '__main__':

app = QApplication(sys.argv)

window = FinanceApp()

window.show()

sys.exit(app.exec_())

In this code we have used QStandardItemModel class to load the data into the QTableView widget. we first creates QStandardItemModel object with the same number of rows and columns as the DataFrame, and set the horizontal header labels to the DataFrame column names. we then loop through each cell in the DataFrame and set the corresponding cell in the QStandardItemModel object with the cell value.

If you run the code this will be the result

How to Integrate Yahoo Finance API with PyQt5

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