Blockchain Congestion Predictors

Implementation Details

Class Names

Model Name	Parameters Class	Data Class
BlockchainCongestionPredictors	CongestionQueryParams	CongestionPredictionData

Import Statement

pythonCopyEditfrom satoshi_terminal.models.blockchain_congestion_predictors import (
    BlockchainCongestionPredictors,
    CongestionQueryParams,
    CongestionPredictionData,
)

---

Parameters

Name	Type	Description	Default	Optional
blockchain_name	str	Blockchain to analyze (e.g., Ethereum, Solana).	None	False
prediction_window	int	Time horizon (in minutes) for congestion predictions.	30	True
activity_type	str	Type of activity to monitor (e.g., "Transactions," "Smart Contract Calls").	"Transactions"	True

---

Data

Name	Type	Description
blockchain_name	str	Blockchain being analyzed.
congestion_score	float	Predicted congestion score (0-100).
transaction_backlog	int	Estimated number of pending transactions.
gas_fee_prediction	float	Projected gas fees based on congestion levels.
timestamp	datetime	Timestamp of the congestion prediction.

---

Key Features

• Gas Fee Predictions: Provides forward-looking estimates of gas fees based on expected congestion.

• Transaction Backlog Analysis: Highlights pending transactions and their expected impact on network activity.

• Activity-Specific Monitoring: Focused predictions for specific activities like contract interactions or token transfers.