📊 Data Economy

34 articles in this category

All 107📊 Data Economy 34💡 Insights 28📌 Tutorials 14📌 Depin 10🤖 AI & Machine Learning 9📌 Announcements 4📌 Comparisons 4💎 Fintech & Finance 3📌 Company News 1
Data Economy Articles

DePIN first-party telemetry: what moved on 2026-08-30

10 first-party metrics moved more than 2% in the last 24 hours, on 8 of the networks we read first-party (AKT, IO, IPFS, NODL, SN21, SN82). Every row carries the exact metric name, the upstream source and its as_of stamp, so you can re-read it yourself.

DePIN On-Chain Data: Reading Token Supply From 9 Blockchains

On-chain DePIN data is the token layer: supply, holders, transfers, gas. We read it directly from RPC endpoints across 9 blockchains — Ethereum, BSC, Solana, and more — with no third-party indexer in the path.

Render Network Data: GPU Nodes, Compute Jobs, and Staking

Render Network data combines GPU nodes, compute jobs, and a staking layer. Here is how to query node operators, compute job volume, and RNDR staked through canonical, verifiable concepts.

io.net GPU Data: Worker Counts, Device Breakdown, and Utilization

io.net is the fastest-moving GPU network in DePIN — and the easiest to misread. Here is how to query worker counts, device breakdowns, and the registered-vs-active utilization gap that most dashboards hide.

Livepeer Network Data: Transcoders, Orchestrators, and Fees

Livepeer is the video-transcoding DePIN. Its data picture is transcoders, orchestrators, and delegators around a staking layer. Here is how to query them through canonical, verifiable concepts.

Merkle Root Data Integrity: Bitcoin-Anchored DePIN Telemetry

How a Merkle root guarantees batch integrity for DePIN telemetry: hash the batch, root it, anchor it to Bitcoin. Here is the mechanism, and why it means you never have to trust the provider.

The Complete DePIN Networks List: 800 Projects Catalogued

The most complete DePIN networks list available: 800 projects catalogued, 327 with live data. Here is what the list contains, what the coverage tiers mean, and how to query it.

DePIN RPC Endpoints: How We Read 9 Blockchains Directly

The backbone of DePIN on-chain data is direct RPC access. Here is how we read 9 blockchains from first-party RPC endpoints — Ethereum, BSC, Solana, Bittensor, and more — with no third-party indexer in the path.

DePIN Data Provenance: Why Every Number Needs a Receipt

A number with no source is an opinion. DePIN data provenance is the practice of giving every value a receipt — a source, an as-of timestamp, a verify_url, and a freshness verdict. Here is why it matters and how it works.

DePIN TVL Data: Total Value Locked Across Infrastructure Networks

DePIN TVL measures value locked into networks — staked tokens, secured collateral, and reserves. Here is how we track TVL across infrastructure networks and why it reads differently than DeFi TVL.