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A stock market predictor which utilizes Facebook's Prophet Library and Yahoo Finance APIs, to forecast stocks based on time series data

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BhakeSart/Stock-Market-Predictor-using-Prophet

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Stock Market Predictor using Prophet

Overview

This project implements a stock market predictor using Facebook's Prophet library, a forecasting tool developed by Facebook for time series data. The predictor utilizes historical stock data to generate forecasts, helping users make informed investment decisions. The data related to all the stocks is fetched using the Yahoo Finance APIs. Yahoo Finance pulls the data related to all US based stocks.

Getting Started

Download or clone the repository from GitHub:

git clone https://github.com/BhakeSart/Stock-Market-Predictor-using-Prophet.git

Create a virtual environment:

conda create --name <env_name>
conda activate <env_name>

Install the necessary packages:

pip install -r requirements.txt

Run the project:

python runserver.py

Sample Outputs

Google Stock Forecast

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A stock market predictor which utilizes Facebook's Prophet Library and Yahoo Finance APIs, to forecast stocks based on time series data

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