crypto-tweet-sense

README

CryptoTweetSense

Discover the pulse of the cryptocurrency market with CryptoTweetSense – your intelligent tool for surfacing the most popular crypto conversations on Twitter and engaging with them directly from Telegram.

Project Overview

CryptoTweetSense is a cutting-edge application designed to bridge the gap between social media buzz and crypto enthusiasts. This tool empowers users to sift through the noise of Twitter to find and share the most relevant and trending crypto-related tweets. By integrating with Telegram, it not only simplifies the process of content dissemination but also involves the community in content curation through a democratic voting feature.

Features

Real-Time Twitter Scraper: Leverages Twitter's API to continuously monitor and retrieve tweets that are gaining traction within the crypto community. Intelligent Filtering Algorithm: Applies a set of heuristics and user preferences to score and select the most impactful tweets, ensuring quality content. Seamless Telegram Integration: Automatically posts selected tweets to a designated Telegram channel, making it easy for users to stay updated on trending discussions. Community-Driven Curation: Incorporates a simple like/dislike voting mechanism within the Telegram channel, allowing users to express their interest or disinterest in the shared content. Dynamic Content Ranking: Modifies the tweet selection algorithm based on user feedback, learning over time to improve the relevance of shared tweets. Analytics Dashboard: Provides insights into the most liked/disliked content, user engagement, and tweet trends to guide future content curation. How It Works

Setup and Configuration: Users set their preferences for topics, keywords, and hashtags related to cryptocurrency. Tweet Monitoring: Our system continuously monitors Twitter for tweets that match user preferences. Tweet Evaluation: Each tweet is evaluated based on popularity metrics (like retweets, likes, and comments) and user-defined criteria. Content Sharing: Popular tweets are automatically shared to a Telegram channel. Community Voting: Channel members vote on the tweets by liking or disliking them. Feedback Loop: The community's votes are fed back into the system to refine and enhance the tweet selection process. Potential Use-Cases

Crypto Community Engagement: Engage a Telegram community with the most relevant Twitter content without manual curation. Market Sentiment Analysis: Use community feedback to gauge market sentiment on various crypto topics and discussions. Educational Resource: Serve as a curated feed for individuals looking to learn about cryptocurrency through social media. Getting Started

Please refer to our INSTALL.md for detailed installation instructions, and USAGE.md for guidance on how to use CryptoTweetSense.

Contribution

We welcome contributions from the community! Please read our CONTRIBUTING.md for how you can contribute to making CryptoTweetSense better.

License

This project is licensed under the MIT License - see the LICENSE.md file for details.