Real-Time Financial Nowcasting Platform

Multi-Model Ensemble: FinBERT Sentiment + XGBoost + Deep Neural Network

Live Data Feed
FinBERT Active
XGBoost Running
DNN Inference
Latency: 47ms

Market Direction Forecast Ensemble

Next Hour Direction
BULLISH
Confidence: 78.3%
+0.64
FinBERT Score
0.82
XGBoost Prob
0.71
DNN Prob
67.8%
Directional Acc.

FinBERT Sentiment Analysis NLP

Feature Importance XGBoost

    Deep Neural Network DNN

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    Network Layers
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    Total Nodes
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    Accuracy
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    Latency

    Real-Time Prediction History

    Predicted
    Actual

    Model Performance Metrics