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Dataset Overview

Dataset Overview

This project uses the Tata Global Stock Price Dataset, which contains historical stock market information used to predict future closing prices.

The dataset records daily trading activity, including stock prices and trading volume, making it suitable for regression-based stock price prediction.

Dataset Download

You can download the dataset from Kaggle:

Stock Price Dataset

Note: If you are using a different stock dataset (such as Tata Global stock data from your instructor or YouTube tutorial), you can replace the CSV file accordingly. The implementation remains largely the same.

Dataset File

NSE-TATAGLOBAL.csv

Dataset Features

Feature

Description

DateTrading date
OpenOpening stock price
HighHighest stock price
LowLowest stock price
LastLast traded price
CloseClosing stock price
Total Trade QuantityNumber of shares traded
TurnoverTotal trading value

The Close column serves as the target variable that the model will predict.