📊 Data Economy

75 articles in this category

All 148📊 Data Economy 75💡 Insights 28📌 Tutorials 14📌 Depin 10🤖 AI & Machine Learning 9📌 Comparisons 4📌 Announcements 4📌 Research 2📌 Company News 1💎 Fintech & Finance 1
Data Economy Articles

DePIN first-party telemetry: what moved on 2026-09-05

10 first-party metrics moved more than 2% in the last 24 hours, on 8 of the networks we read first-party (IO, KYVE, PLANCK, SN103, SN117, SN13). Every row carries the exact metric name, the upstream source and its as_of stamp, so you can re-read it yourself.

DePIN first-party telemetry: what moved on 2026-09-04

10 first-party metrics moved more than 2% in the last 24 hours, on 9 of the networks we read first-party (AKT, DVPN, IO, SN103, SN11, SN117). Every row carries the exact metric name, the upstream source and its as_of stamp, so you can re-read it yourself.

DePIN first-party telemetry: what moved on 2026-09-03

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, SN117, SN55, SN66). Every row carries the exact metric name, the upstream source and its as_of stamp, so you can re-read it yourself.

DePIN first-party telemetry: what moved on 2026-09-02

9 first-party metrics moved more than 2% in the last 24 hours, on 6 of the networks we read first-party (AKT, IO, IPFS, SN103, SN97, TAO). Every row carries the exact metric name, the upstream source and its as_of stamp, so you can re-read it yourself.

DePIN first-party telemetry: what moved on 2026-09-01

10 first-party metrics moved more than 2% in the last 24 hours, on 9 of the networks we read first-party (AKT, IO, IPFS, LPT, SCP, SN41). Every row carries the exact metric name, the upstream source and its as_of stamp, so you can re-read it yourself.

DePIN first-party telemetry: what moved on 2026-08-31

10 first-party metrics moved more than 2% in the last 24 hours, on 9 of the networks we read first-party (AKT, IO, IPFS, SN32, SN41, SN76). Every row carries the exact metric name, the upstream source and its as_of stamp, so you can re-read it yourself.

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.

DePIN Network Data: 327 Networks, 69 Sources, One API

DePIN network data is scattered across dozens of incompatible sources. Kairos Signal unifies DePIN networks from many sources into one verifiable API — here is how the coverage breaks down and how to query it.

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.