🧠 Ecosystem Overviews

[2025 Annual Guide] Crypto Data Engineering Guide

Crypto data transformation is expensive in both time and money if you don't know what you're doing. Read this to make your ETL life much easier.

Jan 6 •

OpenRank: Building Graph Datasets for Contextual Crypto App Feeds

You've heard of pagerank, the algo that powers Google search. OpenRank supports a similar algo that will power the next wave of crypto applications …

Jun 19, 2024 •

Roadmap to Becoming a Top Crypto Data Analyst

Everything you need to go from beginner to expert in crypto data.

Mar 27, 2024 •

[2024 Annual Guide] Web3 Data Tools and Tips

Indexers, Explorers, Query engines, Data Transformations, and ZK reverse ETL - the key components you need to understand to navigate crypto data.

Jan 16, 2024 •

(9) Composability Series: The Era of Soft Composability

Enabling ownership and trust between crypto native communities and their protocols

Jan 5, 2024 •

(8) Composability Series: The "Modular Stack" for Dummies

How the "modular stack" unlocks new design space for applications. Written for the non-technical reader.

Aug 25, 2023 •

[2023 Annual Guide] Web3 Data Tools

Covering all the top data tools and how they're used from a data analysts perspective.

Jan 6, 2023 •

(7) Composability Series: Web3 Scores, Stacks, and Algorithms

The types of web3 scores, and how they shape the future of the data stack

Sep 8, 2022 •

(6) Composability Series: Web3 Community Monetization and Membership

There are many ways to make membership more cohesive across tokens/communities, while also generating revenue.

Jul 20, 2022 •

[2022 Annual Guide] Web3 Data Thinking, Tools, and Teams

Frameworks for learning, building, and hiring in the Ethereum datascape.

Feb 8, 2022 •

(5) Composability Series: Token Membership and Social Capital

Web3 communities are more than just a treasury and a token

Sep 27, 2021 •

(4) Composability Series: Digital Identity across Web2 and Web3

Breaking down the trees of identity through actions and transactions in web3

May 30, 2021 •

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