Bitcoin Market Overview (something happened to lyp)
Live price, statistical trend, and simple ML forecast updated every 30
seconds.
What this page shows
This dashboard collects the Bitcoin price every 5 minutes, stores it in
a database, and displays live statistics. It also runs a simple
prediction model that tries to estimate the next 5-minute price. The
“Model” section below tracks whether the model is actually improving
over time by comparing it against a naive baseline:
“next price = current price”.
BTC Price, latest BTC price pulled from the data source (stored in
DB).
$—
Current market spot price.
Trend vs SMA, how far price is above/below the Simple Moving Average
(SMA). Positive = above trend
—
Model Prediction, predicted next 5-minute price. This is experimental
and may not beat the baseline.
—
Linear regression estimate of the next price point.
Volatility, standard deviation of recent prices. Higher means more
choppy movement.
—
Short-term price variability.
Model
Info
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Performance
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Actual vs Predicted (next-step)
Absolute Error
Rolling MAE (Model vs Baseline)
Last 5 Predictions (Model vs Reality)
These are the most recent completed predictions. The model predicts
the next 5-minute price, and we compare it with the real value once
it arrives.