Crypto & trading — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 10 September 2026 and assigned it the closest of 31 fixed categories, at 99% 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 the other topics.
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 in near-verbatim form on 12 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)
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
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. 25 of the 25 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.
“Published first” means first in this corpus. We hold 1,565 comparable posts for this entry, running 5 August 2026 to 11 November 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).
Recorded under the keys clone_copy · clone_mutual, last confirmed 12 November 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.
Growth
65 measurements spanning 96 days, net -3,689. 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 20,580–26,467 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 65
Measured (UTC)
Subscribers
Change
10 Nov 2026, 14:44
21,259
-222
8 Nov 2026, 22:51
21,481
-154
7 Nov 2026, 17:47
21,635
-206
6 Nov 2026, 13:17
21,841
-57
5 Nov 2026, 14:20
21,898
-95
4 Nov 2026, 17:30
21,993
-134
3 Nov 2026, 13:56
22,127
-50
2 Nov 2026, 11:38
22,177
-36
1 Nov 2026, 13:56
22,213
-93
31 Oct 2026, 14:50
22,306
-127
30 Oct 2026, 15:09
22,433
-229
29 Oct 2026, 16:28
22,662
-127
28 Oct 2026, 14:36
22,789
-151
27 Oct 2026, 12:07
22,940
-143
26 Oct 2026, 09:30
23,083
-175
25 Oct 2026, 11:46
23,258
-80
24 Oct 2026, 10:48
23,338
-196
23 Oct 2026, 09:26
23,534
-143
22 Oct 2026, 08:07
23,677
-182
20 Oct 2026, 23:58
23,859
first reading
Engagement
1,812 posts held, back to 5 August 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 125 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
5.11%
avg views ÷ 21,259 subscribers
Avg views / post
1,090
537 posts measured
Reaction rate
0.445%
reactions ÷ views · ER floor
Posts in window
537
of 1,812 held
ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.
ER is defined industry-wide as (forwards + reactions + comments) ÷ views — note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate. It is computed over the 508 of 537 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days · latest post in window 12 November 2026
Posts held
1,812 (5 August 2026 – 12 November 2026)
Views total
583,511
Reactions total
2,471
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
12 Nov 2026, 03:41 UTC
Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.
Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
What this channel posts
Photos
≈26,700
Videos
≈1,430
Links
≈22,500
Lifetime counters from Telegram’s own channel header, read 12 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.
Video runtime
37m 10s
Average length
33s
Measured directly from 67 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.
Reaction mix
5,263 reactions across 970 posts, in 13 distinct kinds. The most used accounts for 39.2% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
2,064
39.2%
👍
1,089
20.7%
👌
440
8.36%
🔥
412
7.83%
☃
398
7.56%
❤🔥
333
6.33%
🎄
206
3.91%
🎅
173
3.29%
🎉
122
2.32%
👏
21
0.399%
💯
2
0.038%
🥴
2
0.038%
🥰
1
0.019%
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 970 of the 1,000 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 5,263 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 1,000 most recent posts we hold (the sample is capped at 1,000), published 3 September 2026 to 12 November 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
Telegram’s own ‘edited’ marker: 6 of 537 posts held from the last 30 days (1.12%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).
이젠 자발적 퇴사해도 월 100만 원, 청년 실업급여 확대 검토.txt
> 정부가 35세 미만 청년이 자발적으로 퇴사해도 실업급여를 지급하는 방안을 검토 중임.
> 지급액은 퇴직 전 임금의 60%, 월 최대 100만 원이며 생애 1회로 제한할 예정.
> 국회입법조사처는 지급액과 횟수 제한을 고려하면 제도 악용 가능성이 크지 않다고 평가함.
> 일본은 1개월, 독일은 12주간 지급을 제한하고 있으며 국내도 비슷한 방식 검토 필요성을 제기함.
> 국내 청년 퇴사자의 46.7%는 30일 이내, 61.3%는 90일 이내 재취업하는 것으로 나타남.
» 쉽게 말해 앞으로는 본인이 원해서 퇴사하더라도 일정 조건을 충족하면 실업급여를 받을 수 있게 될 가능성이 있음.
» 다만 실업급여를 받기 위해 일부러 퇴사하는 사례나 재정 부담이 늘어날 수 있다는 우…
😐 [쌀먹] 디클 2026 하반기 이용자 만족도 조사
경품
네이버페이 상품권 1만원권 × 100명
일정
진행 중 ~ 11/19(목)
발표 12월 중 디클 홈페이지·SNS 공지
참여 방법
1️⃣ 「구글폼」에서 디클 이용 만족도 응답하고 성함·휴대폰 번호 제출하면 응모 끝!
2️⃣ 「이벤트 게시물」에 응원 댓글 남기면 추첨 기회 2배
➡️ 「디클 홈페이지」
#기프티콘 #이벤트 #상품권
😐 [쌀먹] 성남문화재단 SNS 채널 이용자 만족도 조사
경품
아메리카노 × 200명
일정
진행 중 ~ 11/30(월)
발표 없이 12/10(목) 개별 발송
참여 방법
1️⃣ 「성남문화재단」 팔로우
2️⃣ 「구글폼」에서 만족도 설문 응답하고 성함·연락처 제출
3️⃣ 「이벤트 게시물」에 「참여 완료」 댓글 남기면 응모 끝!
#기프티콘 #이벤트 #커피
😐 [쌀먹] 국토교통부 제5차 국가철도망 구축계획 대국민 설문조사
경품
커피 기프티콘 × 300명
일정
진행 중 ~ 11/13(금) 15:00
발표 미공지, 추첨 후 개별 발송
참여 방법
1️⃣ 「설문조사」에서 철도망 확대 필요성·적정 투자 규모·수도권 비수도권 투자 비중 응답
2️⃣ 제출하면 응모 끝!
#기프티콘 #이벤트 #커피
😐 [쌀먹] 광명시 2026 광명소식 만족도 설문조사
경품
아메리카노 기프티콘 × 400명
일정
진행 중 ~ 11/24(화) 23:30
발표 없이 11/26(목) 개별 발송
참여 방법
1️⃣ 「광명시」 팔로우
2️⃣ 「이벤트 게시물」 좋아요 누르고 인증 댓글 남기기
3️⃣ 「설문조사」에 응답하고 휴대폰 번호 입력하면 응모 끝!
#기프티콘 #이벤트 #커피
펑크비즘 레어온 빼빼로데이 이벤트, 시즌 1 랜덤박스 1,111명 무료 에어드랍
펑크비즘의 레어온(RARE-ON)이 11.11 기념으로 만원 상당 시즌 1 랜덤박스를 무료로 뿌려요.
가입 · 오픈채팅 입장 · 구글폼 제출만 하면 되고, 선착순 1,111명이에요.
🎁 랜덤박스 주요 경품
🟢 기아 EV3 (총 2대)
🟢 순금 10돈 · 1돈
🟢 갤럭시 Z 폴드 8
🟢 레어온 기념주화 · 사인 유니폼 등
🟢 구성의 90%는 한정판 HOBBY 카드
✅ 수록 카드
🟢 에드미우송 (2002 월드컵 우승 브라질 레전드)
🟢 아누쉬카 센 (인스타 팔로워 3,800만 인도 배우)
🟢 토리 · 오큘라 (펑크비즘 자체 펫 캐릭터, NFT · 게임 연동 예정)
✅ 참여 방법
1️⃣ 레어온 웹사이트 가입
2️⃣ 공식 오픈채팅방 입장 후 인사
3️⃣ 구글폼 작…
😐 [쌀먹] 일학습병행 환경·안전 슬로건 이벤트
경품
BBQ 황금올리브+콜라 1.25L × 5명
메가커피 아이스 아메리카노 × 80명
일정
진행 중 ~ 11/16(월)
발표 11/20(금) 일학습병행 SNS 공지
참여 방법
1️⃣ 「인스타그램」·「유튜브」 중 한 곳 팔로우
2️⃣ 환경·안전 슬로건 각 1건씩 총 2건 짓기 (일학습병행 내용 포함 필수)
3️⃣ 「네이버폼」에 슬로건과 구독 인증샷 제출하면 응모 끝!
※ 예시 「배움은 현장에서! 환경보호는 일상에서!」
#기프티콘 #치킨 #커피
😐 [쌀먹] 부산광역시 대표 홈페이지 이용 만족도 조사
경품
모바일 상품권 × 100명
일정
진행 중 ~ 11/20(금) 18시
발표 11월 중 당첨자 개별 문자
참여 방법
1️⃣ 「만족도 설문조사」 접속해 13문항 응답
2️⃣ 휴대전화번호 입력하고 제출하면 응모 끝!
#기프티콘 #이벤트 #상품권
FTX가 13.4억달러에 판 앤트로픽 지분, 지금 최대 347억달러 출처
• 2021~22년 약 5억달러 투자 → 지분 약 8%
• 2024년 파산 절차서 주당 $30 전량 매각
• 회수액 13.4억달러에 그침
• 공모가 $70~78 기준 현재 312~347억달러
• 보유했다면 채권자 부채 112억달러 3배 상환 가능
😐 [쌀먹] 국민연금공단 초성 해독 TIME 퀴즈
경품
해피콘 5천원 금액권 × 100명
일정
진행 중 ~ 11/15(일)
발표 11/17(화) 개별 발송
참여 방법
1️⃣ 국민연금공단 「공식 블로그」 이웃 추가
2️⃣ 「네이버폼」에 초성 퀴즈 정답 적고 성함·연락처 제출
3️⃣ 「이벤트 게시글」에 「참여 완료」 댓글 남기면 응모 끝!
※ 정답 「치매안심재산관리서비스」
#기프티콘 #이벤트 #상품권
😐 [쌀먹] 한국공항공사 대한민국 SNS대상 수상 기념 퀴즈
경품
배달의민족 상품권 3만원권 × 10명
BHC 뿌링클+콜라 1.25L × 30명
이디야커피 ICED 아메리카노 × 60명
일정
진행 중 ~ 11/18(수)
발표 11/23(월) 각 채널 댓글 안내
참여 방법
1️⃣ 「유튜브」 구독 + 「인스타그램」·「블로그」 이벤트 게시물 좋아요
2️⃣ 각 채널 게시물에 정답 댓글 남기기
3️⃣ 댓글·구독 화면 캡처해 「구글폼」에 제출하면 응모 끝!
※ 정답 「최우수상」
#기프티콘 #상품권 #치킨
👍3❤1
Showing the 12 most recent of 1,812 posts we hold for @GemHive. 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.
Posts edited after publishing
@GemHive edited 1 post after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.
An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.
First edit seen
31 August 2026
Most recent edit
31 August 2026
Forward network
Republished by
Channels on the register that have forwarded this channel's posts into their own feed.
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.
Mentions
Named by 2 registered channels — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.
Named by
Channels on the register whose posts name this channel's handle.
A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.
Handles this channel named that no longer answer
Dead references
11
handles named in this channel’s posts, vacant today
Evidenced gone
1
we ourselves saw one of these resolve, at some point
Never seen alive
10
vacant every time we have ever looked
@GemHive named 11 handles that resolve to nothing today. That is a fact about the reference, not necessarily a fact about the handle’s history — see the two groups below.
Most of these may never have existed as a live channel at all. A handle a channel names can be a typo, an aspirational name nobody registered, or a channel that was already gone before this one ever mentioned it. Unless a row below is marked evidenced, all we know is that it references a handle that is not a live channel today — not that anything “died”. How this is measured.
Evidenced gone
We ourselves saw each of these resolve to a real page at some point before it went vacant — a genuine, evidenced change, not an inference from absence.
@seoulgirlai named in 1 post, 24 August 2026 – 24 August 2026 · confirmed gone 14 October 2026 (two independent sightings — see how we confirm a dead handle)evidenced
Never seen alive
References a handle that is not a live channel — we have no record it ever was one.
@ipxexchange named in 1 post, 11 November 2026 – 11 November 2026
@prosperdesk named in 1 post, 2 October 2026 – 2 October 2026
@heyelsa_korea named in 1 post, 30 September 2026 – 30 September 2026
@six46 named in 1 post, 3 September 2026 – 3 September 2026
@kc384 named in 1 post, 3 September 2026 – 3 September 2026
@lucky named in 1 post, 3 September 2026 – 3 September 2026
@ssae2 named in 1 post, 3 September 2026 – 3 September 2026
@zetachain_kr named in 1 post, 2 September 2026 – 2 September 2026
@zetachain named in 1 post, 2 September 2026 – 2 September 2026
@grkalis named in 1 post, 27 August 2026 – 27 August 2026
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 10 November 2026 — this
entry's latest reading, not the date you are reading this.
“젬하 크립토(GemHive)🦄 경제적 자유 이루기” (@GemHive), 21,259 subscribers as measured 10 November 2026. Telegram Register, tgregister.com/channel/GemHive.
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.