How can you view blockchain data?
When interacting with a blockchain network, all transactions are usually done through a user interface such as a dApp, centralized exchange, or through a digital wallet. Users mostly avoid directly interacting with the blockchain database, making it an ideal backend system for applications to utilize. Given the open structure of blockchain though, users can view data on-chain directly at any time. Anyone can search a public blockchain and see transactions occurring in real time.
Since blockchain operates by being a completely open network, tons of different applications exist to help users track and analyze data across chains. Thanks to the data availability that blockchain offers, anyone can create data analytics applications that measure various metrics in the blockchain ecosystem. This section will break down some of the important applications you should know about in order to effectively track on-chain metrics.
Blockchain Explorers
Blockchain explorers are applications that let users view all the transactions that occur on a blockchain in real time. Instead of having to use a terminal or command prompt system to look through the blockchain database, explorers give users a proper user interface to view this data. While each chain generally has its own explorer, they are all modeled in a very similar and easy-to-use interface.
A blockchain explore lets users view the entirety of the activity on chain. It provides real time data of all transactions occurring on the chain, where a user can literally click on a new block and see the full list of transactions that appear on it. Explorers have a search tool on them as well where a user can type in a transaction, block, or wallet hash, as well as project and domain names directly, to immediately find that item on-chain.
Smart contracts stored on-chain can directly be viewed in an explorer, where a user can view the smart contract code itself as well as all the transactions that have interacted with it. Being able to directly view smart contract code means that anyone can audit published contracts in order to determine their security and trustworthiness. Most explorers make developers verify their smart contract code once it’s deployed to ensure that the code they provided is the exact match of the deployed on-chain bytecode, or the actual contract users will interact with.
Etherscan is Ethereum’s blockchain explorer and gives users real time information on the state of the network. Users are able to view blocks and their transactions, public addresses, smart contracts, current gas metrics, and all the other data taken directly from the network.
Blockchain explorers are a powerful tool because they let a user see directly into a blockchain’s database and use all of that data to their advantage. Anyone can scroll through the list of incoming transactions to see:
- The movement of money across the chain
- Token addresses and who is holding those tokens
- Deployed smart contracts, their code, and what assets they hold
- Public wallet addresses and their holdings
- The inner workings of the EVM
… and so much more. Blockchain explorers offer a completely public and open source view into the world’s largest decentralized databases.
Other chains have similar layouts to Etherscan for their explorers but are slightly modified to fit the criteria required for that chain. Here are a few of the popular explorers:
- Blockchain.com - Bitcoin explorer
- Polygonscan - Polygon explorer
- Snowtrace - Avalanche explorer
- Solscan - Solana explorer
- Era - ZKsync explorer
To learn more about the full possibilities that blockchain explorers offer, check out the Etherscan Information Center that contains useful how-to guides and a full list of the data the explorer offers, as well as this guide by Koinly on how to effectively utilize explorers.
Tracking On-Chain Addresses
While blockchain explorers offer a lot of value, it’s not the most ideal way to track public wallets. Blockchain offers a veil of semi-privacy to wallet addresses, where only the public key itself is revealed and not the real identity of its holder. However, through on-chain snooping and transaction tracking, it’s possible to figure out who is behind a wallet’s address. This is useful for tracking public entities that buy crypto and can include the accounts of centralized exchanges such as Coinbase, public figures that claim to hold crypto themselves, and even government owned wallet addresses.
On-chain address trackers are great for monitoring and analyzing public addresses. They provide insight into metrics such as:
- Transaction history of an address
- Lists of tokens held and their balances within the address
- Interaction with other addresses
One great tool for tracking these entities is Arkham Intelligence, a popular system who’s goal is to deanonymize the blockchain. Arkham is responsible for tracing public wallet addresses in order to determine who they belong to. This will help create a system of accountability, where bad actors can no longer hide behind private addresses to conduct malicious transactions, and exchanges can be held fully accountable for their funds because their holdings are fully visible on-chain.
Arkham is able to trace tons of information regarding any on-chain address including a complete list of transactions, all of the wallet’s holdings, usage metrics, and more. It also allows users to create custom dashboards to track different addresses. For example, searching for Coinbase will reveal this dashboard that contains all of the metrics given about the exchange. Arkham is able to determine the true owners of on-chain addresses by tracking the movements of funds from known wallets and creating a trail from that address’s transactions.
Source: Arkham Intelligence
To learn more about how to use this platform effectively, check out CoinMarketCap’s beginners guide to Arkham Intelligence.
Arkham also offers tons of data visualization options for users to utilize to better organize the data into a more readable format. This system goes hand-in-hand with Bubblemaps, another wallet tracking site that offers users a less in-depth and more visually appealing platform to track addresses. Bubblemaps works by creating an interactive bubble map to illustrate addresses and their token holdings. This lets users literally see token distribution patterns, as well as identify linked wallets, and who holds what percentage of the supply.
For example, this image illustrates a Bubblemap for the AAVE token. Each bubble on the map proportionately represents a large wallet holding AAVE, with bigger bubbles holding larger percentages of the total supply. This tactic is useful for determining how many addresses hold and control the supply of a token, since these addresses would be able to dump tokens at any time and cause a drop in the price.
Many scam projects attempt to trick those tracking token metrics by splitting up their holdings into multiple wallets. When looking at a token’s distribution, it’s usually a red flag to see one address holding a large percentage of the token supply (unless it’s the project’s treasury). By separating funds into multiple wallets, a scammer can make it seem as if this is not the case and the token is normally distributed.
Protocols such as Bubblemaps aim to combat this issue. They are able to determine whether multiple wallets are controlled by the same entity and alert users if this is the case.
Source: Bubblemaps
Check out Bubblemaps case studies to see real examples of how Bubblemaps was able to detect on-chain fraud and track down interconnected wallets to expose the truth behind various protocols.
Wallet tracking has become a big part of DeFi, with many users looking to profit off of tokens by tracking the movements of famous crypto traders or large token holders. This has become such a phenomenon that a whole social network was created for this purpose: DeBank.
Instead of being tracked down by the likes of Arkham Intelligence or numerous on-chain detectives, DeBank gives users the ability to turn their wallet into a publicly facing profile that is connected to their social media accounts. Users are able to search wallet addresses directly and view their holdings. This image, for example, is of the account DeFi Whale and illustrates their wallet activity. These accounts are then able to gain and interact with followers through posts while at the same time openly showing and promoting projects they are involved in. Users can showcase:
- Token holdings and balances
- Their activity on various blockchains
- Involvement in specific protocols (ex. staking on Pendle)
- NFTs
This social graph lets users create a truly public identity that revolves around an on-chain address while at the same time giving others the ability to see what projects people are involved in and learn more about them. Crypto influencers can utilize platforms like DeBank to showcase themselves and the projects they support.
Source: DeFi Whale on DeBank
To learn more about how to use DeBank to its full capacity and track the portfolios of various projects, check out this article by Stakingbits that covers advanced DeBank tactics.
DeFi Analytics Platforms
Having a system of decentralized finance has naturally given rise to tons of new applications that are able to track every single metric there is thanks to the openness of blockchain. Having an open database for tracking financial metrics is something that is rarely available in traditional financial markets, much less for free. If someone wants to track designated financial metrics of public companies, they have to pay for costly subscriptions for services such as Bloomberg Terminal to view them. Even then, however, there is a ton of financial data that users can’t view about public companies.
Blockchain is able to create a fair and open system for tracking every metric possible within the world of decentralized finance, which lets users have unfiltered access to raw financial data.
One of the most popular and useful applications to be familiar with is DefiLlama, a comprehensive analytics and research platform that tracks the values of all existing DeFi protocols. It provides essential data for tracking the performance of the DeFi market by showing the movement of money across different protocols and how well each one is performing.
DefiLlama includes data on all sorts of metrics including (click on each link to view the metric in DefiLlama):
…and so much more. Users are able to search any project in the DeFi space to determine its performance based on all these given metrics, making DefiLlama an essential on-chain research tool.
DefiLlama also has a very active community, and the app is constantly being updated to track the metrics of newly deployed applications in DeFi. Anytime a new project launches and begins gaining any traction, DefiLlama will immediately begin tracking it. DefiLlama is also fully open source and is maintained by teams from hundreds of different protocols.
To learn more about how to effectively use DefiLlama, check out this article by Milk Road on how to use DefiLlama to boost your DeFi research.
Another popular tool for tracking on-chain data is Dune, an application that lets users create custom dashboards using the SQL programming language, which is highly popular amongst data analysts.
Dune offers a high level of customization for its users, where anyone can create a custom dashboard using SQL queries and share it with others. Similar to DeBank, this platform follows the idea of being an on-chain social graph, where users can create and share their own dashboards. Users can create custom dashboards to track specific metrics or view any of the thousands of dashboards available on the platform.
This dashboard, for example, is custom built to track Ethereum restaking. It evaluates data from 3 different restaking protocols: Eigenlayer, Symbiotic, and Karak. These protocols are popular for restaking staked ETH, and this dashboard tracks metrics such as TVL, inflows, liquidity, and volume. Check it out for yourself here.
Having a platform that lets you create custom dashboards for tracking on-chain financial metrics is something that is only possible thanks to the data availability of blockchain. Anyone can go and write custom queries to view any metric they’d like, creating a highly effective way to analyze DeFi trends.
Source: Blocklytics on Dune
Check out this useful documentation on Dune to learn how to build your own custom dashboards.
CoinMarketCap and CoinGecko are two useful applications for tracking cryptocurrency prices and market capitalizations. These platforms offer an extensive suite of tools for everyday use within the cryptocurrency ecosystem.
These platforms both offer:
- Real time price tracking and historical price data
- Market rankings and overview for individual tokens as well as for the crypto market as a whole
- Filters to track tokens by project categories (gaming, AI, etc.)
- Centralized and decentralized exchanges and their key metrics
- Custom portfolio tracking tools for monitoring your wallets
- API resources for pulling price data for custom applications
- Educational resources for learning cryptocurrency terms and concepts
…as well as other great tools. CoinMarketCap also contains a live crypto version of the Fear and Greed Index. This index acts as a live tracker of market sentiment, and provides a live score of 1-100, with 1 being extreme fear and 100 being extreme greed. A low score on the index means that the market is in a fearful sentiment and more people are selling than buying, while a high score indicates the opposite.
Check out the CoinMarketCap Academy for tons of articles and insights about the application and the broader crypto market.
One more useful application for tracking DeFi metrics is DEXTools, a platform dedicated to tracking token volumes on decentralized exchanges (DEXes). It’s primary purpose is to track active token pairs on these exchanges to let users stay up to date on the most popular pairs.
This application is able to give users a higher level of insight into each token pair so that they can effectively analyze it. With new tokens appearing in the DeFi world on a daily basis, DEXTools offers insight into trading data that would otherwise be difficult to find on other platforms such as CoinMarketCap, which only start tracking token metrics once it reaches a certain amount of volume or popularity.
This is protocol is especially useful for traders and investors that want to buy into projects at a very early stage before they become too popular and start losing upward price momentum.
For each trading pair, DEXTools provides:
- Price data
- Contract addresses for the tokens as well as their liquidity pools
- Volume, market cap, circulation, and volatility metrics
- A custom DEXTools community trust rating and other safety information to avoid scam tokens
- Social media and website links to the project
To learn more about how to use DEXTools and all its offerings, check out the DEXTools Academy YouTube channel.
These tools are just a few of the many different applications that exist in the blockchain world. New apps are constantly being released and old ones are being updated as blockchain technology continues to evolve at a rapid pace. Make sure to stay up to data on all the available tools and how they can help you navigate the blockchain ecosystem.
Works Consulted for this page:
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