This dataset contains time series candlestick data for Reliance Industries, covering the period from January 2022 to May 2025. It is structured for use in time series forecasting and financial modeling tasks such as trend prediction, price forecasting, and algorithmic trading.
Key Features:
Company: Reliance Industries Ltd.
Timeframe: January 1, 2024 – May 31, 2025
Frequency: Daily trading data (excluding market holidays)
Columns:
open
: Opening stock price for the day
high
: Highest price reached during the day
low
: Lowest price reached during the day
close
: Closing stock price for the day
volume
: Total trading volume for the day
Use Cases:
Time series forecasting (e.g., next-day price prediction)
Binary classification (e.g., predicting price direction)
Feature engineering for financial signals
Training sequence models like LSTM or Transformers
Prepared For:
Sequence modeling with sliding windows of historical data
Multi-task learning: predicting both price direction (classification) and future price (regression)
Scaled inputs using StandardScaler for model-ready format