Crypto Market Research: On-Chain Data, Not Hype
Data-driven research on how crypto markets really work – exchange flows, liquidity, volume quality, network activity and holder behaviour.
The $500M Volume Token With $200k of Real Liquidity
Picture a token’s page on a price tracker. Twenty-four-hour volume: $500 million. It looks like a market with real crowds and real money. Now open the…
Our approach to market research
We publish crypto market research based on measurable data, do not publish price predictions, and explain in each analysis what a metric can and cannot show.
Public blockchains record every transfer and make the records available for analysis, and researchers combine the on-chain records with exchange data to show how money moves across the market.
Metrics we work with
The research relies on five core metrics, and each analysis states the limitation of every metric. Exchange reserves track the coins held in known exchange wallets, although the figure depends on how analytics providers label wallets. Active and new addresses measure network usage over time, but one person can control many addresses.
Spot versus futures volume shows where trading activity happens, and reported volume can include wash trading. Market depth measures how much traders can buy or sell near the current price, and order books change by the second.
Hashrate and fees reflect miner activity and the demand for block space, while energy prices and hardware cycles influence both figures.
Volume is not liquidity
Headline trading volume ranks among the most misleading numbers in crypto, since a token can report millions of dollars in daily volume while traders can execute only a few thousand dollars near the current price.
The research therefore measures order-book depth and slippage in addition to volume, which gives a closer estimate of the real liquidity of a token.
How to read on-chain data
Addresses do not equal people, because exchanges and custodians hold coins for millions of users. Large transfers often reflect internal wallet movements rather than buying or selling.
Analytics providers supply the labels for exchange and whale wallets, and the labels can be incomplete. A single metric rarely explains a price move, so analysts look for confirmation from several sources.
Data sources and research methodology
Each analysis states its data source, time period, method and limitations, which lets readers judge the result on their own.
The research draws on public blockchain data, block explorers, exchange APIs and established analytics providers, and every article cites the sources.
Why on-chain data is different
Traditional market data comes mostly from exchanges, while crypto adds a second, public layer: the blockchain itself.
The blockchain shows when coins move to or from exchanges, how long holders keep them and how often users transact on a network. Analysts who combine both layers obtain a fuller picture than either layer provides alone.
Research topics available
The section covers five topics, which start with Bitcoin holders, whales and exchange reserves and continue with the quality of trading volume and real liquidity.
Other studies track network activity, retention and transaction failure rates, follow stablecoin flows and their role in market liquidity, and review market crashes to show what they reveal about market structure.
Our in-depth studies are collected in the crypto analyses section.
Market risks and research limits
Market research describes what happened in the market and does not forecast what will happen next, and crypto assets show high volatility and operate largely without regulation. Readers should not invest money they cannot afford to lose.
FAQ
Do you give trading advice?
No, the research explains data and market structure, and nothing on Blockchaindose constitutes financial advice.
Where does your data come from?
The research uses public blockchain data, block explorers, exchange APIs and established analytics providers, and each article cites its source.
What are exchange reserves?
Exchange reserves measure the amount of a coin held in wallets attributed to exchanges. Analysts often read falling reserves as coins moving into self-custody, although imperfect wallet labeling limits the conclusion.
What does market depth measure?
Market depth measures how much of an asset traders can buy or sell near the current price, and because order books change by the second, depth readings shift quickly. The research pairs depth with slippage to estimate real liquidity.
Does the number of active addresses equal the number of users?
No, because one person can control many addresses, while exchanges and custodians hold coins for millions of users inside shared addresses, so address counts measure network activity and not people.
This page is for educational purposes only and is not financial, investment or tax advice. Crypto assets are volatile and you can lose all of the money you invest.
