TensorScan AI Whitepaper
  • πŸ“ŠExecutive Summary
  • 🌎Introduction
  • Project Overview
    • πŸš€Project Overview
    • βš™οΈUtilizing Bittensor for Decentralized Computing Power
    • πŸ€–AI-Driven Wallet Analysis
    • 🌐Browser Extension and Etherscan Integration
  • Tokenomics
    • πŸ’°TensorScan AI Tokenomics
  • AI-Driven Wallet Analysis Architecture
    • πŸ€–AI-Driven Wallet Analysis Architecture
    • πŸ”„Data Ingestion and Preprocessing Module
    • πŸ› οΈFeature Engineering and Dataset Preparation
    • πŸ€–Machine Learning Models
    • βš™οΈDecentralized Computation with Bittensor
    • 🌐User Interface and Integration
  • Target Audience
    • 🎯Target Audience
    • πŸ’ΌCasual and Serious Investors
    • πŸ”ŽCrypto Analysts and Researchers
    • πŸ“ΆTraders
    • πŸ‘©β€πŸ’»Blockchain Developers
    • 🦍DeFi and NFT Communities
  • Challenges and Solutions
    • βš™οΈChallenges and Solutions
    • πŸ’»Challenge 1: High Computational Demand
    • πŸ”„Challenge 2: Dynamic and Evolving Data
    • πŸš€Challenge 3: User Accessibility and Engagement
  • πŸ—ΊοΈRoadmap
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  1. AI-Driven Wallet Analysis Architecture

AI-Driven Wallet Analysis Architecture

TensorScan AI Wallet Analysis Tool Documentation

Welcome to the comprehensive guide for the TensorScan AI Wallet Analysis Tool. This tool leverages cutting-edge technology to provide detailed insights into Ethereum wallet transactions. With a tiered system designed to cater to different user needs, you can obtain a variety of transaction analyses from simple overviews to in-depth assessments.

Tier System Overview

  • Tier 0: Free

    • Eligibility: Available to all users without any TSA token requirement.

    • Functionality: Analyze the latest 5 transactions of any wallet.

    • Limitation: Basic analysis with limited transaction history.

  • Tier 1: Holder

    • Eligibility: Must hold at least 1,000 TSA tokens.

    • Functionality: Full analysis capabilities for wallets identified as "holders."

    • Features: Comprehensive transaction history review and insights specific to holder behaviors.

  • Tier 2: Premium

    • Eligibility: Must hold at least 5,000 TSA tokens.

    • Functionality: Unrestricted analysis on any wallet of choice.

    • Features: All-encompassing transaction analysis, with detailed results and insights.

Analysis Metrics

  • Ape Score: Indicates the diversity of non-ETH tokens in the wallet. A high score suggests a wide variety of tokens.

    • Example: "A 95% Ape Score means you've diversified across numerous tokens."

  • Whale Score: Reflects the scale of investments. Calculated against a benchmark for demonstration purposes.

    • Example: "Your Whale Score of 40% suggests most buys are between 0.4 - 1 ETH."

  • Trading Habits: A detailed look into the profitability and strategy of the wallet's trading patterns.

    • Example: "Between 5 June and 17 September, no profits were recorded. This period's trading habits show a tendency to 'ape in' and hold for extended periods."

  • Suggestions: Provides tailored advice based on the analysis.

    • Example: "Consider securing quick profits with strategic trades rather than holding a wide array of tokens for long durations."

  • Average Holding Duration: The mean time a token is held in the wallet.

    • Example: "An Average Holding Duration of 13 days indicates a mid-term investment strategy."

Note: The results provided by TensorScan AI Wallet Analysis Tool are for informational purposes and are based on the data available on the blockchain. The accuracy and applicability of the suggestions and insights can vary with market conditions. Users should do their due diligence before making investment decisions.

The TensorScan AI Wallet Analysis Tool is designed to evolve with its user base and the broader blockchain ecosystem. We welcome feedback and aim to continually enhance the features and accuracy of our analyses.

For any questions or further clarification, please reach out to our support team. Thank you for choosing TensorScan AI as your trusted partner in navigating the crypto landscape.

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Last updated 1 year ago

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