๐Ÿ“Š AI-Cryptocurrency-Analysis-Platform

Weka ML analysing Binance OHLC data using ta4j library for technical analysis to predict price (experimental - please do not use this as a tool for making trading decisions)

โ‚ฟ Bitcoin (BTC)
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Price Chart
Timeframe Predictions
1D
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
1W
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
1M
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
โ—Ž Solana (SOL)
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Price Chart
Timeframe Predictions
1D
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
1W
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
1M
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
ฯ„ Bittensor (TAO)
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Price Chart
Timeframe Predictions
1D
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
1W
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
1M
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
๐Ÿ‘’ DogWifHat (WIF)
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Price Chart
Timeframe Predictions
1D
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
1W
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -
1M
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Trend: -
Momentum: -
RSI Factor: -
Fear & Greed: -
Funding Rate: -
Mean Reversion: -
Wyckoff Phase: -
Volatility: -
Money Flow: -

AI Backtest Evidence & Historical Performance

Updated every 6 hours from historical data.

BTC (Fixed-Point Evaluation)
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1D
1W
1M
Date Direction Prediction Price โ“˜ Model's predicted close for the next candle Actual Price โ“˜ Closing price of the following candle (1D / 1W / 1M)
Click to load detailed evidence...
โš ๏ธ Risk Warning: Historical performance does not guarantee future results. AI models are probabilistic agents. Never trade more than you can afford to lose.
SOL (Fixed-Point Evaluation)
โ–ผ
1D
1W
1M
Date Direction Prediction Price โ“˜ Model's predicted close for the next candle Actual Price โ“˜ Closing price of the following candle (1D / 1W / 1M)
Click to load detailed evidence...
TAO (Fixed-Point Evaluation)
โ–ผ
1D
1W
1M
Date Direction Prediction Price โ“˜ Model's predicted close for the next candle Actual Price โ“˜ Closing price of the following candle (1D / 1W / 1M)
Click to load detailed evidence...
WIF (Fixed-Point Evaluation)
โ–ผ
1D
1W
1M
Date Direction Prediction Price โ“˜ Model's predicted close for the next candle Actual Price โ“˜ Closing price of the following candle (1D / 1W / 1M)
Click to load detailed evidence...

๐Ÿง  AI Model & Indicator Explainer

AI & Multi-Timeframe Engine

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Linear Regression & Random Forest models analyze 20 professional indicators via TA4J across 1D, 1W, and 1M timeframes to filter noise and reveal high-conviction trends.

  • Model Confidence โ€” AI certainty score. Higher % indicates strong historical correlation with current patterns.
  • Data Samples โ€” Volume of historical price points analyzed.

Wyckoff Market Structure

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Detects Accumulation, Markup, Distribution, and Markdown phases. Uses the Law of Effort vs Result (Volume vs Price Spread) and VWAP to identify institutional activity.

  • Accumulation/Markup (Cyan/Green) โ€” Institutions are buying; suggests a BULLISH bias.
  • Distribution/Markdown (Orange/Red) โ€” Institutions are selling; suggests a BEARISH bias.

Oscillators & Confirmation

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  • Trend/Momentum โ€” Overall direction and speed of moves. Positive + uptrend = Bullish confirmation.
  • RSI Factor โ€” Distance from neutral 50. Significant decimals (ยฑ0.20) highlight overbought/oversold extremes.
  • Mean Reversion โ€” Combined Fear & Greed + Funding Rate signal (โˆ’1 to +1). Positive = market over-fearful/short-heavy โ†’ upward reversion expected. Negative = over-greedy/long-heavy โ†’ downward reversion expected.
  • Indicators โ€” MACD, BB, SMAs, and Volume Profile signals are cross-referenced to confirm cyclical turns.

Volatility & Money Flow

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  • Volatility (%) โ€” Measures price variance (20p). Low (< 2%) suggests coiling; High (> 5-15%) suggests explosive moves and potential shakeouts (timeframe dependent).
  • Money Flow (MF) โ€” Chaikin Money Flow tracks volume intensity. Positive (> 0): Aggressive buying; Negative (< 0): Aggressive selling.