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Channel

Coinact.gg | Major TWAP Detections

@cngg_twap

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry

866subscribers

+0 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1001634196168
TypeChannel
Username@cngg_twap
DescriptionSet up your own alerts @ https://coinact.gg
CreatedBetween 1 December 2021 and 31 March 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live7 August 2026
Measurements held2
On Telegramt.me/cngg_twap

Topic

Crypto & trading — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 11 August 2026 and assigned it the closest of 31 fixed categories, at 97% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.

Observations

These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.

Content that also appears on other registered channels

Posts published here appear word for word on 3 other registered channels. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.

Matching posts — open both and compare (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@cngg_transfers/3815621 Dec 2025, 09:29 UTC@cngg_twap/13483 · this entry21 Dec 2025, 09:30 UTC1.002 minutes
@cngg_transfers/3815721 Dec 2025, 16:24 UTC@cngg_twap/13484 · this entry21 Dec 2025, 16:25 UTC1.00under a minute
@cngg_twap/13489 · this entry3 Feb 2026, 17:25 UTC@cngg_transfers/381623 Feb 2026, 17:25 UTC1.00under a minute
@cngg_twap/13492 · this entry18 Mar 2026, 15:45 UTC@cngg_transfers/3816518 Mar 2026, 15:45 UTC1.00under a minute
@cngg_volumes/3718121 Dec 2025, 09:28 UTC@cngg_twap/13483 · this entry21 Dec 2025, 09:30 UTC1.002 minutes
@cngg_volumes/3718321 Dec 2025, 16:24 UTC@cngg_twap/13484 · this entry21 Dec 2025, 16:25 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@cngg_transfers6 (6/6 hand-verifiable sample passed)1.00under a minutethis entry (42)
@cngg_volumes6 (6/6 hand-verifiable sample passed)1.0072 seconds@cngg_volumes (60)
@cngg_liquidations6 (6/6 hand-verifiable sample passed)1.00under a minutethis entry (42)

Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.

What this cannot establish

MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.

Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. None of the 8 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.

“Published first” means first in this corpus. We hold 17 comparable posts for this entry, running 3 November 2025 to 18 March 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.

The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.

  • Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
  • 'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
  • shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
  • Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).

Across the whole group of 4, the earliest publisher we hold is @cngg_volumes. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_copy · clone_mutual, last confirmed 7 August 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.

Also posting the same content

This channel’s posts match, word for word or near enough, posts on 3 other registered channels, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.

Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.

Growth

8667 Aug 2026, 11:10 — 866 subscribers7 Aug 2026, 11:48 — 866 subscribers7 Aug 2026, 11:107 Aug 2026, 11:48
2 measurements taken within a single day. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 865–867 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
7 Aug 2026, 11:48866no change
7 Aug 2026, 11:10866first reading

Engagement

18 posts held, back to 3 November 2025the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 18 posts for this entry, the most recent from 18 March 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Photos
21
Videos
2
Links
120

Lifetime counters from Telegram’s own channel header, read 7 August 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.

Reaction mix

12 reactions across 4 posts, in 2 distinct kinds. The most used accounts for 75.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
975.0%
👍325.0%

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 5 of the 18 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 12reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 18 most recent posts we hold, published 3 November 2025 to 18 March 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Recent posts

18 Mar 2026, 15:45 UTC449 viewsread 7 August 2026
Video

If you're in the Coinact community — free access to Nebulyst. Your own AI trading agent with Coinact data integrated. Detects volume spikes, TWAP, liquidations. Alerts hit your Telegram or email the moment something moves. Customization for Coinact users coming soon. Live here: strata.ecliptica.ai/nebulyst https://x.com/EclipticaOS/status/2034017158250873334

4 Feb 2026, 09:03 UTC600 views5 reactionsread 7 August 2026

Coinact Notifications on this channel will be resumed live next week

5

4 Feb 2026, 08:33 UTC481 views3 reactionsread 7 August 2026
Forwarded from @cngg_volumesVideo

Stop refreshing charts waiting for something to happen. Set up exactly what you want to track. Regime shifts, funding rate moves, OI spikes, volume surges, whatever matters to your strategy. Across any exchange, any supported asset. Our live AI watches it all 24/7 and becomes your personal co-pilot. The moment something triggers your parameters, you get notified. Telegram, email or straight in the app. Your choice.

3

3 Feb 2026, 17:25 UTC406 views1 reactionsread 7 August 2026

strata.ecliptica.ai early access for TG users is live. We built Strata to be the only tab you need open when you're trading. Asset analysis, perps scanner, options analysis, position management — all under one roof. The AI monitors the market so you don't have to. Set your thresholds and it picks up open interest shifts, funding rate changes, unusual TWAP activity, volume spikes. Alerts hit you on Telegram, email o

1

9 Jan 2026, 18:12 UTC437 viewsread 7 August 2026
Forwarded from @cngg_volumesPhoto

With Ecliptica Strata, set your thresholds and let the AI monitor the market for you, detecting Open interest and funding rate shifts, unsual TWAP and volume spike. Get alerts instantly via Telegram, the Web App, or email. Filter scans by exchange, market cap, and gainers/losers to match your trading style, plus AI recommendations to help you focus on the best opportunities. Manage all your positions across any exc

9 Jan 2026, 18:12 UTC363 viewsread 7 August 2026

With Ecliptica Strata, set your thresholds and let the AI monitor the market for you, detecting Open interest and funding rate shifts, unsual TWAP and volume spike. Get alerts instantly via Telegram, the Web App, or email. Filter scans by exchange, market cap, and gainers/losers to match your trading style, plus AI recommendations to help you focus on the best opportunities. Manage all your positions across any exc

21 Dec 2025, 16:25 UTC456 views3 reactionsread 7 August 2026

We recognize the importance of continuity. The Coinact features most used by the community will be retained and provided within Ecliptica’s UI going forward, including this channel.

👍3

21 Dec 2025, 09:30 UTC446 viewsread 7 August 2026

Coinact Update: We’re joining Ecliptica Coinact has been acquired by Ecliptica. As part of this acquisition, the Coinact product will be fully merged into Ecliptica to accelerate Strata—an AI co-pilot for perps + options (prediction markets next). Coinact’s product learnings and data will help train Ecliptica’s AI model + trading engine to deliver a new, upgraded experience for Coinact users. Announcement thread on

3 Nov 2025, 11:45 UTC799 viewsread 7 August 2026

Trading patterns have emerged across Binance $SOL markets during the last 15.1 min. 🟢️: Binance 🔴️: Binance Automated orders amounts to $1,355,587.39 bought per hour. 🔍 🟢️

3 Nov 2025, 11:34 UTC738 viewsread 7 August 2026

Trading patterns have emerged across Bybit, Binance, Gate $BTC markets during the last 107.7 min. 🟢️: Bybit, Binance, Gate 🔴️: Bybit, Binance Automated orders amounts to $1,244,204.08 sold per hour. 🔍 🔴️

3 Nov 2025, 11:33 UTC712 viewsread 7 August 2026

Trading patterns have emerged across Bybit, Binance, Gate $BTC markets during the last 106.7 min. 🟢️: Bybit, Binance, Gate 🔴️: Bybit, Binance Automated orders amounts to $1,208,463.65 sold per hour. 🔍 🔴️

3 Nov 2025, 11:31 UTC677 viewsread 7 August 2026

Trading patterns have emerged across Bybit, Binance, Gate $BTC markets during the last 105.2 min. 🟢️: Bybit, Binance, Gate 🔴️: Bybit, Binance, Gate Automated orders amounts to $1,099,718.85 sold per hour. 🔍 🔴️

Showing the 12 most recent of 18 posts we hold for @cngg_twap. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Forward network

Republishes

Channels on the register whose posts this channel has forwarded.

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 7 August 2026 — this entry's latest reading, not the date you are reading this.

“Coinact.gg | Major TWAP Detections” (@cngg_twap), 866 subscribers as measured 7 August 2026. Telegram Register, tgregister.com/channel/cngg_twap.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.