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Telegram profile photo for Pengi Spin News

Channel

Pengi Spin News

@pegispin_news

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Handles named that no longer answer · Cite this entry

31,590subscribers

-2,071 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1002346568070
TypeChannel
Username@pegispin_news
Description🎉 Dive into Pengi spin adventure! Spin to earn Chills and your share of the Airdrop! Are you ready to cash in? 🚀🎰 bot: @PENGI_Spin_Bot
CreatedBetween 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live17 September 2026
Measurements held33
Confirmed unchanged1 time, most recently 17 September 2026
On Telegramt.me/pegispin_news

Topic

Gambling & betting — 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 10 August 2026 and assigned it the closest of 31 fixed categories, at 59% 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 5 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
@pegispin_news/40 · this entry11 Mar 2026, 11:45 UTC@realgain_news/4411 Mar 2026, 11:45 UTC1.00under a minute
@pegispin_news/42 · this entry15 May 2026, 04:10 UTC@realgain_news/4615 May 2026, 04:10 UTC1.00under a minute
@pegispin_news/46 · this entry13 Jun 2026, 09:11 UTC@realgain_news/5013 Jun 2026, 09:11 UTC1.00under a minute
@AirdropBonusBazaar/8711 Mar 2026, 11:45 UTC@pegispin_news/40 · this entry11 Mar 2026, 11:45 UTC1.00under a minute
@AirdropBonusBazaar/8915 May 2026, 04:10 UTC@pegispin_news/42 · this entry15 May 2026, 04:10 UTC1.00under a minute
@AirdropBonusBazaar/9313 Jun 2026, 09:11 UTC@pegispin_news/46 · this entry13 Jun 2026, 09:11 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@realgain_news19 (8/8 hand-verifiable sample passed)1.00under a minute@realgain_news (190)
@AirdropBonusBazaar15 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (141)
@RewardsChannel_ME15 (8/8 hand-verifiable sample passed)1.00under a minute@RewardsChannel_ME (150)
@atomcoin_news15 (8/8 hand-verifiable sample passed)1.00under a minute@atomcoin_news (150)
@richer_CN12 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (120)

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 32 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 20 comparable posts for this entry, running 18 August 2025 to 5 August 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 6, the earliest publisher we hold is @pegispin_news — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_copy · clone_source, 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 5 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

31,59033,66132,625.57 August 2026 — 33,661 subscribers7 August 2026 — 33,661 subscribers8 August 2026 — 33,632 subscribers9 August 2026 — 33,570 subscribers10 August 2026 — 33,517 subscribers11 August 2026 — 33,469 subscribers12 August 2026 — 33,433 subscribers13 August 2026 — 33,388 subscribers14 August 2026 — 33,345 subscribers16 August 2026 — 33,280 subscribers17 August 2026 — 33,229 subscribers18 August 2026 — 33,152 subscribers19 August 2026 — 33,101 subscribers20 August 2026 — 33,079 subscribers21 August 2026 — 33,041 subscribers23 August 2026 — 32,955 subscribers24 August 2026 — 32,858 subscribers25 August 2026 — 32,802 subscribers27 August 2026 — 32,752 subscribers27 August 2026 — 32,731 subscribers28 August 2026 — 32,673 subscribers29 August 2026 — 32,606 subscribers30 August 2026 — 32,544 subscribers31 August 2026 — 32,514 subscribers1 September 2026 — 32,417 subscribers2 September 2026 — 32,317 subscribers4 September 2026 — 32,258 subscribers7 September 2026 — 32,114 subscribers10 September 2026 — 31,932 subscribers12 September 2026 — 31,821 subscribers14 September 2026 — 31,744 subscribers15 September 2026 — 31,668 subscribers17 September 2026 — 31,590 subscribers7 August 202617 September 2026
33 measurements spanning 41 days, net -2,071. 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 31,279–33,972 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 33
Measured (UTC)SubscribersChange
17 Sept 2026, 17:3931,590-78
15 Sept 2026, 17:3931,668-76
14 Sept 2026, 03:1631,744-77
12 Sept 2026, 11:1631,821-111
10 Sept 2026, 06:0231,932-182
7 Sept 2026, 02:0132,114-144
4 Sept 2026, 07:2032,258-59
2 Sept 2026, 22:1732,317-100
1 Sept 2026, 20:1632,417-97
31 Aug 2026, 17:0432,514-30
30 Aug 2026, 18:3732,544-62
29 Aug 2026, 18:5732,606-67
28 Aug 2026, 21:5432,673-58
27 Aug 2026, 20:3732,731-21
27 Aug 2026, 00:0432,752-50
25 Aug 2026, 22:2632,802-56
24 Aug 2026, 19:1632,858-97
23 Aug 2026, 05:2532,955-86
21 Aug 2026, 19:5733,041-38
20 Aug 2026, 20:0633,079first reading

Engagement

20 posts held, back to 18 August 2025the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 69 pages of 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 20 posts for this entry, the most recent from 5 August 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Photos
39
Videos
2
Links
9

Lifetime counters from Telegram’s own channel header, read 21 September 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

27 reactions across 8 posts, in 2 distinct kinds. The most used accounts for 81.5% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
2281.5%
👍518.5%

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 9 of the 20 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 27 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 18 August 2025 to 5 August 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

5 Aug 2026, 10:13 UTC252 viewsread 21 September 2026
Photo

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2 Jul 2026, 07:56 UTC417 views1 reactionsread 21 September 2026
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30 Jun 2026, 08:58 UTC410 views0 reactionsread 21 September 2026
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13 Jun 2026, 09:11 UTC488 viewsread 21 September 2026
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19 May 2026, 08:57 UTC570 viewsread 21 September 2026
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18 May 2026, 08:13 UTC453 viewsread 21 September 2026
Forwarded from @ads3_ai_newsPhoto

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16 May 2026, 12:13 UTC236 viewsread 21 September 2026
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15 May 2026, 04:10 UTC261 viewsread 21 September 2026
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11 May 2026, 10:42 UTC394 views1 reactionsread 21 September 2026
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11 Mar 2026, 11:45 UTC675 viewsread 21 September 2026
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4 Feb 2026, 06:36 UTC951 viewsread 21 September 2026
Forwarded from @task3newsPhoto

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15 Jan 2026, 06:29 UTC986 views3 reactionsread 21 September 2026
Forwarded from @ads3_ai_newsPhoto

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👍21

Showing the 12 most recent of 20 posts we hold for @pegispin_news. 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

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 17 September 2026 — this entry's latest reading, not the date you are reading this.

“Pengi Spin News” (@pegispin_news), 31,590 subscribers as measured 17 September 2026. Telegram Register, tgregister.com/channel/pegispin_news.

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.