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Title: Incorporate Technical Indicators for Stock Market Prediction #1032

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FreeSpirit11 opened this issue May 15, 2024 · 2 comments
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@FreeSpirit11
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Is your feature request related to a problem? Please describe.

The current implementation of the stock market prediction notebook relies solely on numerical and textual analyses, which may not capture all relevant market dynamics. Without incorporating technical indicators, the predictive capability of the models may be limited, potentially missing out on valuable insights into price momentum, volatility, and trend reversals.

Describe the solution you'd like.

I propose to enhance the stock market prediction notebook by incorporating various technical indicators such as Moving Average Convergence Divergence (MACD), Relative Strength Index (RSI), Bollinger Bands, and Stochastic Oscillator. These indicators will provide additional quantitative measures of market behavior, complementing the existing numerical and textual analyses. By integrating technical indicators, we aim to improve the predictive accuracy of the models and offer deeper insights into market trends.

Describe alternatives you've considered.

An alternative approach could be to explore additional textual analysis techniques or to incorporate alternative machine learning algorithms for prediction. However, integrating technical indicators offers a more direct and interpretable way to capture market dynamics.

Add any other context or screenshots about the feature request here.

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@FreeSpirit11
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Hi , I have raised this issue. Please assign this to me.

@Kushal997-das
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