What is on-chain data? CryptoQuant User Guide

btc’s price

The NVT ratio is often compared with the Price-Earnings ratio for equities and is applied in a similar way to find coins to buy, hold or sell. High revenues reflect a healthy network where miners are incentivised to protect the long-term interests of the network. Miner revenue can also be matched with current trading prices to give traders an idea of how profitable miners can be and if it’s worth investing in bitcoin mining stocks. On-chain analytics can be helpful for both short-term and long-term traders.


Checkmate is the lead on-chain analyst at Glassnode, an on-chain data and intelligence platform for the crypto markets. Checkmate joins Andy to discuss the edge that on-chain data can provide and why he is bullish for Q4 and beyond. It tells us the market capitalization ratio divided by the transacted volume in a specific window.

On-chain vs. off-chain data

See Bitwise’s lead-lag analysis of the bitcoin market and our multi-dimensional information flow analysis. The results indicate that linear cash-settled CME futures have the leading role in BTC’s price discovery, i.e., a market with an exchange balance of 0 BTC. The consequence of CME’s dominance in BTC’s price discovery is a further weakening of on-chain-based analysis to make informed trading decisions. This crypto analysis tool will help you keep track of the top projects in DeFi and even allow you to buy and sell your digital assets right from your DappRadar portfolio. •Different from the existing research on anomaly detection on the blockchain, they are more analyzed from the perspective of data analysis, clustering, and network representation learning. This paper uses a deep learning model with an added attention mechanism to analyze different transactions from the perspective of time series prediction.

If BNB you want to learn more about how top traders put crypto on-chain analysis into action and how you can copy their trading, you can create an account on Alpha Impact today. Any good investor knows the value of having good data on your asset class. Correspondingly, there are numerous advantages to incorporating on-chain data analysis into your trading process.

What Is Crypto On-Chain Analysis?

https://www.beaxy.com/Desk is an independent operating subsidiary of Digital Currency Group, which invests in cryptocurrencies and blockchain startups. As part of their compensation, certain CoinDesk employees, including editorial employees, may receive exposure to DCG equity in the form of stock appreciation rights, which vest over a multi-year period. On-chain analysis involves trying to find insight by looking at transaction history, market sentiment, and network activity, among other things.

  • But since cryptocurrencies are more similar to money or commodities , market capitalisation is an inexact and misleading measure.
  • It provides no guidance and informative articles, and seems too generic as the data is accurate yet narrow – lacks variety of tools.
  • Over the last few years, a number of new players have arisen, each offering a variety of easy-to-use on-chain and off-chain indications and data sets.
  • To better understand what on-chain data entails, let’s compare it to off-chain.

This metric helps determine if investors are spending or withdrawing their Bitcoins. To figure out the missing puzzle pieces, it’s always a good idea to research blockchain activity. Nearly every kind of cryptocurrency transaction can be viewed publicly, which means you can see how money moves in real-time. With the help of a well-known tool called Glassnode, we will go through how to run a blockchain analysis in simple steps.

What Is Crypto On-Chain Analysis? – Definition & Meaning

So if a coin is spent at a price higher than when it was previously moved, it will revalue to a higher price and have an equivalent increase in the realized cap. Realized profit and losses are determined by comparing the amount realized and realized income. Hence, if the results come out positive, realize profits; otherwise, if negative, it’s a loss. Hashrate is the total computational power used in mining and verifying transactions in proof-of-work consensus networks such as Bitcoin.

Glassnode also gives anNVT Ratio guideso that anyone can easily understand how to calculate it. As a result, we often need a bit of context to determine where the market is going and conduct thorough analyses. Hash rate measures the amount of processing power that miners generate to secure the network. Learn more about Consensus 2023, CoinDesk’s longest-running and most influential event that brings together all sides of crypto, blockchain and Web3.

bitcoin on chain analysis exchange inflows and outflows also can fall in this category as well. Blockchain transaction data is publicly available, creating possibilities for data science and machine learning. All trading and investment activity can be extracted from the public ledger and analyzed, which is what is known as “On-Chain Analysis.” Using this data can give the trader hints about the market’s direction. Exchange balance refers to the amount of a specific coin (Bitcoin, Ethereum, etc.) currently held by a particular platform. If the crypto on an exchange balance is high, there is high liquidity for buying or selling tokens.

While it doesn’t show exactly how many there are on a network, it shows the number of addresses used by exchanges, miners, and individuals. Understanding whether or not addresses and transactions are rising, or falling can give you an idea as to whether or not there is interest in the network, as it shows not only usage but potentially new users as well. You can also look at other things, such as whether or not miners are flooding the market with supply or if supply is starting to dwindle. The stock-to-flow ratio is a model that can give price predictions for cryptocurrency, with Bitcoin being the most common example. It suggests what enterprise could be based upon current demand over the long run. If you are trading a cryptocurrency frequently, you need to know what’s currently happening in the market.

The Future Prospects of a Cryptocurrency

Transaction volume represents the MATIC fiat amount of a bitcoin exchanged between addresses. Higher revenues reflect a healthy network, where the miners and stakers are incentivized to protect the longer-term interest and health of the network. To use on-chain analytics for your trading is essential to have up-to-date information.

Dune offers a free package with custom dashboards, chart sharing, a maximum of three queries, and more. The pro tier costs $390/user/month with instant query access, about six query options, and much more. It’s widely known that large-cap cryptocurrencies are safe crypto investments, and mid-cap cryptos are volatile with growth potential.


Comparing on-chain metrics across multiple crypto-assets requires careful interpretation. Not all blockchains are made equal, for instance, Bitcoin is focused on the goal of digital gold while Ethereum’s blockchain is used for a wider range of applications. But, in general, if on-chain metrics are growing, then this is a positive sign.