On-Chain Data, Metrics and Market Cycles
On-chain data is the part of crypto that anyone can check. Every bitcoin transaction, every block and every change in who holds which coins is recorded on a public ledger, and a family of metrics has grown up that summarize it: how much the average coin cost its holder, how much miners earn, how many coins moved today, how long coins have sat still. The metrics are popular because they look like a window into what other participants are doing. They are also easy to misread, because each one is built from choices about what to count and how to adjust for the fact that a single person can move coins between their own addresses without trading anything.
This pillar takes metrics one at a time and rebuilds them from their definitions. The guides show the formula, run a small example you can check by hand, then compute the metric from public data with the method stated, so that every dated reading can be reproduced. They say plainly where a metric breaks: lost coins, custody reshuffles at exchanges and funds, and the fact that bitcoin has only a few full cycles on record, which makes any rule drawn from them a rule drawn from a handful of events. The halving history, difficulty, fee and address guides in this pillar supply the mechanics that the metrics sit on.
Nothing here forecasts a price. A metric that describes where the market has been is a different thing from a signal about where it goes next, and each guide in this topic says up front that its subject is descriptive. There are no buy zones, no top signals and no model prices presented as targets. If you want the beginner path through how blocks, fees and consensus work, the Learn section covers it and links back here for the metrics.
Where to start
New to on-chain data? Read the block explorer guide first, because every metric starts from transactions you can look up yourself. Then read the MVRV guide for a worked example of how a cost-basis metric is built and where it fails, and the halving cycles history for the dated cycle table that the metrics are usually compared against.
Guides in this topic (12)
- Learn guideHow a Blockchain WorksHow a blockchain works, mechanically: blocks and headers, SHA-256 hashing, Merkle trees, nodes, consensus, and finality, with an illustrative step-by-step block build.
- On-ChainMVRV Z-Score Explained: Formula, Data and LimitsHow MVRV and the MVRV Z-score are calculated, with a three-coin example and dated readings computed from Coin Metrics data. Descriptive, not a signal.Reviewed 2026-10-23
- EducationBitcoin Halving Cycles: History & Data (2026)All four Bitcoin halvings from block data: timestamps, implied hashrate, issuance math, block 840,000 fees, and what block 1,050,000 changes.Reviewed 2026-10-22
- On-ChainHow to Read a Transaction on a Block ExplorerA field-by-field walk-through of real Bitcoin and Ethereum transactions on mempool.space and Etherscan: change, fees, gas, status and failed transfers.Reviewed 2026-10-22
- EducationBitcoin Fees and the Mempool ExplainedHow Bitcoin fees are priced per vbyte, sizes by address type, an October 2026 mempool snapshot, and worked RBF and CPFP fixes for stuck payments.Reviewed 2026-10-22
- EducationBitcoin Difficulty Adjustment ExplainedHow the 2,016-block difficulty retarget works, worked from the October 16, 2026 adjustment: the formula, the 4x clamp, hashrate math, luck and timewarp.Reviewed 2026-10-22
- EducationBitcoin Address Types: 1, 3, bc1q, bc1pLegacy, P2SH, native SegWit and Taproot addresses compared: how to spot each, vbyte sizes and fees from BIP 141 math, compatibility traps, which to use.Reviewed 2026-10-22
- Market AnalysisBitcoin Dominance Explained: What BTC.D Measures and How Traders Use ItBitcoin dominance explained with worked math: the formula, why providers disagree, BTC.D variants, the four price-and-dominance combinations, and a five-minute reading routine.Reviewed 2026-10-13
- Market AnalysisCrypto Market Cap vs FDV Explained: What the Two Numbers Actually Tell YouMarket cap vs FDV explained: circulating, total, and max supply, what a large FDV gap signals about releases and dilution, why ranking sites disagree, and a worked checklist for any token page.Reviewed 2026-10-05
- Market AnalysisBitcoin Volatility Survival Guide: Drawdowns, Position Sizing, and RebalancingA practical Bitcoin risk framework covering drawdown recovery, position sizing, volatility scenarios, liquidity reserves, leverage, ETF flows, options, custody, and rebalancing.Reviewed 2026-07-11
- On-ChainBitcoin Realized Price: What Moves It and Where It FailsRealized price was $53,944 on Oct 21, 2026. See how one coin or a fund shifts it, every run of closes below it since 2011, and why sources disagree.Reviewed 2026-10-23
- On-ChainEvery Bitcoin Bear Market, Measured by Depth and TimeEvery bitcoin drawdown over 50% since 2010, computed from daily closes: peak, trough, days and recovery time, plus how the answer shifts with the rule.Reviewed 2026-10-23
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