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This project focuses on the design and implementation of a trading bot using OpenAI's GPT for sentiment analysis of financial news. The bot integrates sentiment analysis in trading strategies for S&P 500 stocks.

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__pycache__
__pycache__
 
 
IVV.csv
IVV.csv
 
 
IVV_holdings_Dec_2022.csv
IVV_holdings_Dec_2022.csv
 
 
README.md
README.md
 
 
RSP.csv
RSP.csv
 
 
S&P 500 constitutents Dec 2022.csv
S&P 500 constitutents Dec 2022.csv
 
 
check_dates.py
check_dates.py
 
 
equal_weight.py
equal_weight.py
 
 
equal_weight_modified.py
equal_weight_modified.py
 
 
get_stocks.py
get_stocks.py
 
 
momentum_strategy.py
momentum_strategy.py
 
 
momentum_strategy_modified.py
momentum_strategy_modified.py
 
 
news_data.py
news_data.py
 
 
news_data_filter.py
news_data_filter.py
 
 
news_interpreter.py
news_interpreter.py
 
 
sentiment_value_analysis.py
sentiment_value_analysis.py
 
 
survivorship_bias_analysis.py
survivorship_bias_analysis.py
 
 
yfinance_price_data.py
yfinance_price_data.py
 
 

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Sentiment-Driven Trading Bot Utilizing OpenAI GPT for News Interpretation

Project Description

This project focuses on the design and implementation of a trading bot using OpenAI's GPT for sentiment analysis of financial news. The bot integrates sentiment analysis in trading strategies for S&P 500 stocks.

Features

  • Sentiment analysis using OpenAI GPT.
  • Automated trading based on sentiment scores.
  • Backtesting against conventional trading strategies.

Technologies Used

  • Python
  • OpenAI GPT-3.5 Turbo

Libraries Used

  • Backtrader
  • Os
  • Pandas
  • Matplotlib
  • yfinance
  • Mplcursors
  • Numpy
  • Scipy
  • OpenAI

About

This project focuses on the design and implementation of a trading bot using OpenAI's GPT for sentiment analysis of financial news. The bot integrates sentiment analysis in trading strategies for S&P 500 stocks.

Topics

python data-science data-visualization openai data-analytics data-analysis alphavantage sp500 yfinance gpt-3-5-turbo

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