# \[Workshop\] Decode Kaia with Dune: From Raw Data to Real Insights — Sep 1

**URL:** <https://devforum.kaia.io/t/workshop-decode-kaia-with-dune-from-raw-data-to-real-insights-sep-1/8712>\
**Category:** Kaia\
**Created:** [8월 30, 2025, 12:05오전 UTC](https://devforum.kaia.io/t/workshop-decode-kaia-with-dune-from-raw-data-to-real-insights-sep-1/8712 "2025-08-30T00:05:02Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![sean.lin](https://yyz1.discourse-cdn.com/flex035/user_avatar/devforum.kaia.io/sean.lin/32/3173_2.png) [@sean.lin](https://devforum.kaia.io/u/sean.lin)\
**Post date:** [8월 30, 2025, 12:05오전 UTC](https://devforum.kaia.io/t/workshop-decode-kaia-with-dune-from-raw-data-to-real-insights-sep-1/8712/1 "2025-08-30T00:05:02Z")

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![Livestream Banners v1 (1)](https://canada1.discourse-cdn.com/flex035/uploads/klaytn/original/2X/d/d1617d0a1883b84db2a9f7097a8a3bfc6760cf8d.jpeg)

**Schedule & Access**

- **Sep 1 (Mon) · 21:00 KST · 20:00 SGT · 12:00 UTC**

- Streaming on X (Spaces) & YouTube — set a reminder on each platform

**Agenda**

- The **Raw → Decoded → Curated** model on Dune

- **ABI-based decoding & contract submission** (address/name/ABI → structured tables)

- **Advanced tooling** : bytecode matching, factory detection, multichain decoding

- **Curated tables (“spells”)**: `dex.trades`, `nft.trades`, `labels.addresses`, `balances`, `prices.<time>` (hourly updates)

**Outcome**  
Build queries and dashboards faster with clean, consistent tables for Kaia activity.

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<div class="post-metadata">

**Author:** ![erickchandra](https://yyz1.discourse-cdn.com/flex035/user_avatar/devforum.kaia.io/erickchandra/32/3722_2.png) [@erickchandra](https://devforum.kaia.io/u/erickchandra)\
**Post date:** [8월 31, 2025, 5:21오후 UTC](https://devforum.kaia.io/t/workshop-decode-kaia-with-dune-from-raw-data-to-real-insights-sep-1/8712/2 "2025-08-31T17:21:29Z")

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Don’t forget, today’s the day! ✨