Predict Stock Movement Using Logistic Regression in Python

Bee Guan Teo
The Handbook of Coding in Finance
5 min readMar 25, 2023

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Photo by Asa E-K on Unsplash

In this article, we are going to build a logistic regression model to predict stock movement based only on the historical daily changes of price and volumes. The model will be built in Python.

Disclaimer: The writing of this article is only aimed at demonstrating the steps to build a stock market predictive model in Python. It doesn’t serve any purpose of

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