I coded a Binance trading bot that analyses news sentiment and places trades

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  • Binance-News-Sentiment-Bot

    This is a fully functioning Binance trading bot that takes into account the news sentiment for the top 100 crypto feeds. If you like this project consider donating though the Brave browser to allow me to continuously improve the script.

    • I had a lot of fun building this algo, and I'm quite happy with how it turned out! It's probably my most complex trading algorithm yet, and I'm happy to share it with this community because you reacted so nicely to my other projects!

    Here's quick overview of what the bot does:

    Pulls and analyzes the last headline from the top 100 crypto news sites

    Provide an overview on the most mentioned coin across all the headlines

    Analyse the sentiment of each headline and categorises the output by coin

    Places a Buy order if the compound sentiment is positive and the a coin is mentioned in multiple headlines

    It works with any cryptocurrency available on Binance

    Here are some considerations that I am planning address in the future:

    I accidentally used Feedspospot's top 100 Bitcoin feeds, so the sources are a bit biased right now

    During my testing the compound sentiment wasn't high enough and wouldn't place a lot of trades

    It can probably make use of multiprocessing to increase performance

    Anyway, here is the GitHub repo for the source code: https://github.com/CyberPunkMetalHead/Binance-News-Sentiment-Bot

    And if you want a step by step guide, I wrote one too:

    https://www.cryptomaton.org/2021/04/17/how-to-code-a-binance-crypto-trading-bot-that-trades-based-on-daily-news-sentiment/

    If you like the project and want to improve on it, feel free to send a pull Request on GitHub. Any ideas on how to further improve the recipe are also welcome!

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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