The Data Edge: Your Path into Blockchain Analytics

The blockchain never sleeps. Every single day, billions of transactions fly across networks trades, swaps, transfers, even memes on-chain. Hidden in all that activity are patterns, opportunities, and stories waiting to be told.

But here’s the catch: without the right skills, it’s just noise.

That’s where SQL + Blockchain Analytics changes the game. It’s the toolkit that helps you cut through the chaos, spot trends before they explode, and unlock career opportunities in one of the fastest-growing fields in Web3.

And that’s exactly what we’re unpacking in today’s edition of The Data Edge.

Ready to see how data goes from messy to meaningful? Let’s dive in

Here’s a practical query that showcases the power of SQL on blockchain data:

This query:

1. Gets the token’s average daily price from the dex_solana.price_hour table.

2. Looks at all trades in the last 24 hours where this token was involved.

3. Sums their USD values, using pre-stored amount_usd if present, or calculating it otherwise.

4. Returns a single number: total 24H trading volume in USD.

This query returns:

1. Num_trader_wallet → Unique number of traders.

2. Num_swaps → Total swaps (unique transactions).

3. Swaps_per_user → Average number of swaps per trader.

🔥 Why This Query is Useful

1. Helps determine trader interest (how many wallets traded the token).

2. Shows market activity intensity (how many swaps).

3. Reveals whether there’s high repeat engagement (if swaps per user is high).

4. Can be used in a dashboard or script to track token performance over time.

Our learners don’t just study SQL, they create real dashboards that solve real problems.

Here’s an image of one of our Alumni’s Dashboard;

Read more: https://dune.com/w4vy/rhea-finance-a-dive-into-near-blockchain-biggest-dex

This dashboard highlight the level of hands-on, practical training you’ll gain when you join our programs.

Become a Blockchain Data Analyst
Learn Onchain Analysis using SQL and Dune in our hands-on, guided training program.

Deadline: 30th Sept, 2025
Start Date: 1st Oct, 2025

Read details and Secure Your Spot here:
https://analyticsages.io/beginner-blockchain-analytics-sql/

This is your chance to learn the skills that power dashboards, insights, and data-driven decision-making in Web3. Don’t miss it.