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# Stock-Market-Prediction-Web-App-using-Machine-Learning
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**Stock Market Prediction** Web App based on **Machine Learning** and **Sentiment Analysis** of Tweets **(API keys included in code)**. The front end of the Web App is based on **Flask** and **Wordpress**. The App forecasts stock prices of the next seven days for any given stock under **NASDAQ** or **NSE** as input by the user. Predictions are made using three algorithms: **ARIMA, LSTM, Linear Regression**. The Web App combines the predicted prices of the next seven days with the **sentiment analysis of tweets** to give recommendation whether the price is going to rise or fall
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# Note
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Wordpress file has been moved from the repository due to exceeding quota of Github LFS. Download it now from <a href="https://drive.google.com/file/d/1aNrD43MVGyV3P2mg0JJ_JJSrM7G6G7gF/view?usp=sharing">here</a>
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# Screenshots
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<img src="https://github.com/kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis/blob/master/screenshots/banner.png">
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Find how the project looks in <b>screenshots folder</b> Or <a href="https://github.com/kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis/tree/master/screenshots">click here</a>
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<ol>
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<li>Download and install <b>Wordpress</b> from https://wordpress.org/download/</li>
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<li>Once wordpress is installed, install <b>All In One WP Migration Plugin</b> on Wordpress</li>
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<li>Once installed, go to the plugin and import the file "localhost-wordpress-20200313-074610-uxz1wx (1).wpress" provided in my repo</li>
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<li>Download my wordpress website file "localhost-wordpress-20200313-074610-uxz1wx (1).wpress" from <a href="https://drive.google.com/file/d/1aNrD43MVGyV3P2mg0JJ_JJSrM7G6G7gF/view?usp=sharing">here</a>
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<li>Once installed, go to the plugin and import the file "localhost-wordpress-20200313-074610-uxz1wx (1).wpress"</li>
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<li>Go to command prompt, change directory to directory of repository and type <b>pip install -r requirements.txt</b></li>
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<li>To run app, type in command prompt, <b>python main.py</b></li>
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<li>Open your web browser and go to http://localhost/wordpress to access the web app</li>

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