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📀 TON Data Hub

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Yangilangan: March 8, 2026 at 11:01 PM

📀 TON Data Hub

Our chat: @tondatachat Dune: https://dune.com/ton_foundation

@tondatahub is a dedicated channel for dune and tondatachat with regular updates in Networking

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📀 TON Data Hub

13-mar, 2026, 12:52

TON is the most transparent chain.

Why?

Because we already have more than 2000 labels in our open-source https://github.com/ton-studio/ton-labels/ collection. And 8M https://dune.com/queries/5032986?sidebar=none for CEX, apps and even some trading bots.

These tables are available on Dune:

dune.ton_foundation.dataset_labels

dune.ton_foundation.result_custodial_wallets

That means we know the source or the destination of 70%+ jetton transfers. No other chain is transparent like this.

1,150

📀 TON Data Hub

13-mar, 2026, 12:52

📷 Photo

Hey guys,
Wanna do the onchain research and get rewarded?

7 TON for the new app
4 TON for the existing app

🔥Yes. This is another episode of our 🏷️ labelling competition 🏷️

1. Find the owner of the wallet
2. If that’s an app -> add it to our https://github.com/ton-studio/ton-labels
3. Provide proofs and get rewarded.

🔗 Don’t forget to https://docs.google.com/document/d/1uWEcEzEvY8XbHemWna54AgnfqpvuQI8xELCX-VSTbfY/edit?tab=t.0#heading=h.tcnulsknk4zf
🔗 Dashboard with addresses: https://dune.com/ton_foundation/labelling

942

📀 TON Data Hub

13-mar, 2026, 12:52

Please take a look at this example PR:

https://github.com/ton-studio/ton-labels/pull/688

1. https://t.me/dudhhsbshs provided a screenshot of the target address being in our shortlist eligible for the reward
2. He provided his chain of thought and proofs of the address ownership.

If the address belongs to a person, not an app, we will not accept that PR since we don’t want to deanonymize anyone. Labelling the addresses of apps is fine.

3. He created the PR with the changes and passed the CI tests (which validates your pr).
4. And provided his address for the rewards.

Then we reviewed PR, merged it. Lucky got the SBT and the bounty.

Wanna step-by-step video tutorial? Check it out:

1,000

📀 TON Data Hub

13-mar, 2026, 12:52

🎉 Great news for anyone looking to work directly with the TON Data Lake! TON data has now been added to the AWS Public Blockchain Data registry. All tables https://github.com/ton-studio/ton-etl/blob/main/datalake/README.md#aws-s3-data-lake daily at s3://aws-public-blockchain/v1.1/ton/. This data is stored in Parquet file format for enhanced flexibility and bandwidth efficiency.

Our data is optimized for AWS analytical tools, ensuring seamless integration with Amazon Athena, SageMaker, QuickSight, and EMR. We've also set up an AI agent for AWS Bedrock, allowing users to obtain data-driven insights without writing SQL code. Examples are available in https://repost.aws/articles/AR3ABC81yvTPW2ktfHiHPWIA/new-dataset-added-to-the-aws-public-blockchain-data-ton-the-open-network in the AWS re:Post blog.

1,770

📀 TON Data Hub

13-mar, 2026, 12:52

📷 Photo

🕵🏻 REQUEST FOR LABELS

We’ve added a next batch of the most popular & unlabelled addresses on TON.

Go find their owners and add the labels to our https://github.com/ton-studio/ton-labels/.

Note: not all labels are eligible for the 7 or 4 TON reward. first.

TL;DR: We reward only for labels related to apps on TON. We don’t want to dox anyone here 🌚

🔗 http://dune.com/ton_foundation/labelling

863

📀 TON Data Hub

13-mar, 2026, 12:52

Some unique stats on Telegram Gifts

https://t.me/GiftStickers

759

📀 TON Data Hub

13-mar, 2026, 12:52

🔬 TON data on Dune Advanced Guide

Shared some advanced sql magic for fellow analysts.

🔹 How to analyze authentic users (excluding contracts and custodial wallets)
🔹 How to calculate TVL using balance tables
🔹 How to calculate USD volumes flowing through addresses
🔹 How to track Telegram Stars volumes on TON Blockchain
🔹 How to analyze both on-chain and estimated off-chain NFT trading volumes

Read the article:
🔗 http://blog.ton.org/how-to-analyze-ton-users-and-token-flows-on-dune

If you are new to TON data or Dune, read the first part: http://blog.ton.org/ton-on-chain-data-analysis-dune

4,390

📀 TON Data Hub

13-mar, 2026, 12:52

📷 Photo

Added more addresses for our labelling contest.

https://dune.com/ton_foundation/labelling

624

📀 TON Data Hub

13-mar, 2026, 12:52

🏷️ ton-labels contest update

We’ve added 14 new addresses to the labeling contest using a new filter based on Telegram Stars purchase + sale volume. This will highlight app addresses that either earned a lot of Stars or spent a lot on them.

https://dune.com/ton_foundation/labelling?Since+days+ago_nabc10=15//

1,360

📀 TON Data Hub

13-mar, 2026, 12:52

On February 2025 we’ve released the article which helped all of you guys to dive into the TON data on Dune.

🤫 And it is one of the most engaged artices on ton org 🤫

🔗 http://blog.ton.org/ton-on-chain-data-analysis-dune

Now we are working on the second — more advanced part.

What will be included:
0. How to analyse only real users (not random contracts or custodial wallets of CEXs)
1. How to calculate TVL using balances tables
2. How to calculate USD volumes went through an address
3. … and TG Stars volumes as well! (if they touched TON blockchain of course)

Any ideas what Dune tricks should we cover?

781

📀 TON Data Hub

22-fev, 2026, 10:23

📮 This time the Storm team will distribute the $$$, so dear winners, please DM to @kandrey_90. Don’t forget to copy the link to the announcement from this channel and your TON address.

1,140

📀 TON Data Hub

22-fev, 2026, 10:23

Some ideas for potentially useful Dune dashboads for TON:

— tg stars & tg premium sellers comparison (fragment, split tg, etc)
— trading bots
— defi protocols ranked by APY

1,050

📀 TON Data Hub

22-fev, 2026, 10:23

Calling all onchain analysts!

https://tonstakers.com/ — the largest liquid staking protocol on TON by TVL — is looking for a talented mind to help team launch their own dashboard on Dune.

We're kicking things off with a grants-based collaboration, but if the stars align, Tonstakers' team is not ruling out a full-time role either.

If you're excited to work with one of the top ecosystem products on TON, drop them a message -> https://t.me/solivox

And hey, some of you may have already got a message from us directly, so don’t be surprised 👀

1,070

📀 TON Data Hub

22-fev, 2026, 10:23

https://t.me/storm_trade_news all the rewards and SBTs are already on the way!

1,290

📀 TON Data Hub

15-fev, 2026, 06:43

We will distribute rewards to the winners' wallets during the next few days

748

📀 TON Data Hub

11-fev, 2026, 05:57

📮 This time the Storm team will distribute the $$$, so dear winners, please DM to https://t.me/kandrey_90.

Don’t forget to copy the link to the announcement from this channel and your TON address.

767

📀 TON Data Hub

6-dek, 2025, 10:48

🥇 the first place aka the WINNER ☝️

https://t.me/xyzVision with a MASSIVE C-C-COMBO:

+$200 🤜 http://dune.com/queries/5251814
+$200 🤛 http://dune.com/queries/5251533
+$200 👊 http://dune.com/queries/5244388

= $600 from Storm Trade and an exclusive $3000 contract to build the Official Dune Dashboard™ for Storm Trade.

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📀 TON Data Hub

Our chat: @tondatachat Dune: https://dune.com/ton_foundation

@tondatahub is a dedicated channel for dune and tondatachat with regular updates in Networking

Reyting

Global reyting

#17140

-1

Til reytingi

#815O'zgarish yo'q

Toifa reytingi

#359O'zgarish yo'q

Obunachilar sonining o'sishi (Oxirgi 24 kun ichida)

Jami: 813

24 soatlik o'sish: +3 0%

So'nggi postlar

📀 TON Data Hub

13-mar, 2026, 12:52

TON is the most transparent chain.

Why?

Because we already have more than 2000 labels in our open-source https://github.com/ton-studio/ton-labels/ collection. And 8M https://dune.com/queries/5032986?sidebar=none for CEX, apps and even some trading bots.

These tables are available on Dune:

dune.ton_foundation.dataset_labels

dune.ton_foundation.result_custodial_wallets

That means we know the source or the destination of 70%+ jetton transfers. No other chain is transparent like this.

1,150