Analyzing On-Chain Data

Overview

Analyze DeFi protocol metrics, chain-level TVL, fee revenue, DEX volumes, yield opportunities, and stablecoin market caps using DeFiLlama as the primary data source. Designed for DeFi researchers, protocol analysts, and yield farmers who need programmatic access to on-chain analytics without writing custom subgraph queries.

Prerequisites

• Python 3.8+ with requests library installed
• DeFiLlama API access (free, no key required for most endpoints)
• Optional: CoinGecko API key for supplementary token price data
• onchain_analytics.py CLI script available in the plugin directory
• data_fetcher.py and metrics_calculator.py modules for programmatic usage

Instructions