Gaming — 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 12 September 2026 and assigned it the closest of 31 fixed categories, at 95% 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 1 other registered channel. This entry also sits inside a group of 4 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts with each other. 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 (1 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. None of the 0 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 24 comparable posts for this entry, running 5 August 2026 to 4 September 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).
Of the group of 4 channels, the one whose matching posts we hold earliest is @shsmallcap. That channel is not among the channels listed above, so this entry may share no posts with it and this does not say where this entry’s content came from. It is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_source, last confirmed 11 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.
Channels linked by matching posts
This channel is in a group of 4 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. Links are found by comparing text fingerprints across every channel on the register.
Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim 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.
25 measurements spanning 96 days, net -443. 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 5,811–6,410 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 25
Measured (UTC)
Subscribers
Change
10 Nov 2026, 11:14
5,880
-23
7 Nov 2026, 07:11
5,903
-24
3 Nov 2026, 20:21
5,927
-16
31 Oct 2026, 17:37
5,943
-18
29 Oct 2026, 01:10
5,961
-19
25 Oct 2026, 18:39
5,980
-23
22 Oct 2026, 15:39
6,003
-35
19 Oct 2026, 00:09
6,038
-24
15 Oct 2026, 15:46
6,062
-25
12 Oct 2026, 11:39
6,087
-51
5 Oct 2026, 09:36
6,138
-53
27 Sept 2026, 05:00
6,191
-58
17 Sept 2026, 18:41
6,249
-21
13 Sept 2026, 16:18
6,270
-25
9 Sept 2026, 21:57
6,295
-44
5 Sept 2026, 00:37
6,339
-2
1 Sept 2026, 10:03
6,341
+3
26 Aug 2026, 21:07
6,338
+2
24 Aug 2026, 00:23
6,336
+2
20 Aug 2026, 01:03
6,334
first reading
Engagement
87 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 11 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 87 posts for this entry, the most recent from 7 September 2026. An engagement rate over an empty window would be a number about nothing.
안녕하세요. 강석오입니다.
오늘을 마지막으로 신한투자증권에서 애널리스트 업무를 마무리하게 되었습니다.
RA부터 애널리스트, 두 곳의 리서치센터, 지금까지 소통해온 약 서른 곳의 기업들까지. 모든 곳에서 좋은 분들을 만났고, 일을 하는 곳에서까지 인복이 많구나 생각하며 이 일을 할 수 있었습니다.
제 삶의 1/4를 함께 한 리서치, 인터넷 게임, 애널리스트라는 키워드는 도와주신 많은 분들 덕분에 가장 빛났던 기억으로 남게 될 것 같습니다.
당분간은 제가 어떤 일을 해야 최대한의 가치를 창출할 수 있을지, 저 스스로도 가장 행복할지 고민하며 새로운 도전을 준비하려 합니다. 혹시나 제가 기여할 수 있는 일이 있다면 언제든 편하게 연락주세요. 많은 분들과 여러 가지를 논의해보고 싶습니다.
새로운 일을 하게 되어도 오가며 인사드릴 수 있지 않…
구글, 보안 특화 신규 AI모델 선보여…취약점 탐지와 자동 패치 강점
https://n.news.naver.com/article/138/0002239994?sid=105
Showing the 12 most recent of 87 posts we hold for @seokokang. 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
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 5 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.
Appears in Telegram’s recommendations for other channels
The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.
실시간 주식 뉴스 @realtime_stock_news · 36,956 Telegram ranks this channel #37 of 93 here — alongside 92 others — read 2 September 2026
[메리츠 Tech 김선우, 양승수, 김동관] @merITz_tech · 24,857 Telegram ranks this channel #42 of 92 here — alongside 91 others — read 17 September 2026
여의도스토리 Ver2.0-习近平是个狗东西 @YeouidoStory2 · 57,976 Telegram ranks this channel #45 of 92 here — alongside 91 others — read 2 September 2026
급등일보 미국주식🇺🇸 속보·매크로·리서치 @FastStockNewsUSA · 41,039 Telegram ranks this channel #50 of 89 here — alongside 88 others — read 2 September 2026
유진투자증권 코스닥벤처팀 @SmallCap · 22,982 Telegram ranks this channel #51 of 96 here — alongside 95 others — read 19 September 2026
허혜민의 제약/바이오 소식통 @huhpharm · 24,264 Telegram ranks this channel #54 of 93 here — alongside 92 others — read 16 September 2026
시장 이야기 by 제이슨 @bumgore · 35,362 Telegram ranks this channel #54 of 89 here — alongside 88 others — read 2 September 2026
신영증권 박소연 @sypark_strategy · 29,245 Telegram ranks this channel #61 of 91 here — alongside 90 others — read 8 September 2026
AWAKE - 실시간 주식 공시 정리채널 @darthacking · 65,784 Telegram ranks this channel #62 of 91 here — alongside 90 others — read 2 September 2026
Buff @bufkr · 21,563 Telegram ranks this channel #64 of 89 here — alongside 88 others — read 21 September 2026
하나 중국/신흥국 전략 김경환 @HANAchina · 35,286 Telegram ranks this channel #65 of 92 here — alongside 91 others — read 2 September 2026
[하나증권 ETF] 박승진 @globaletfi · 20,610 Telegram ranks this channel #71 of 86 here — alongside 85 others — read 28 September 2026
Yeouido Lab_여의도 톺아보기 @Yeouido_Lab · 43,450 Telegram ranks this channel #73 of 90 here — alongside 89 others — read 2 September 2026
HS아카데미 대표 이효석 @HS_academy · 36,206 Telegram ranks this channel #76 of 90 here — alongside 89 others — read 8 September 2026
재야의 고수들 @gaoshoukorea · 41,185 Telegram ranks this channel #76 of 90 here — alongside 89 others — read 2 September 2026
가치투자클럽 @corevalue · 67,105 Telegram ranks this channel #76 of 93 here — alongside 92 others — read 2 September 2026
YM리서치 @ym_research · 39,801 Telegram ranks this channel #77 of 89 here — alongside 88 others — read 2 September 2026
키움증권 미국주식 톡톡 @kwusa · 36,188 Telegram ranks this channel #78 of 92 here — alongside 91 others — read 2 September 2026
선진짱 주식공부방 @sunstudy1111 · 55,218 Telegram ranks this channel #78 of 89 here — alongside 88 others — read 2 September 2026
Market News Feed @marketfeed · 39,766 Telegram ranks this channel #78 of 84 here — alongside 83 others — read 31 August 2026
이지스스트레티지 리서치 @jeilstock · 26,232 Telegram ranks this channel #79 of 93 here — alongside 92 others — read 12 September 2026
Rafiki research @rafikiresearch · 20,656 Telegram ranks this channel #83 of 88 here — alongside 87 others — read 26 September 2026
선수촌 @athletes_village · 22,145 Telegram ranks this channel #83 of 88 here — alongside 87 others — read 23 September 2026
루팡 @bornlupin · 49,268 Telegram ranks this channel #83 of 91 here — alongside 90 others — read 2 September 2026
This channel appears in 27 seed channels' Telegram-generated recommendation lists in total, of which the 24 where it ranks highest are shown above. Each is Telegram’s list for THAT channel, not this one — see how this is measured.
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.
“게이머 강석오 [Gamer Seoko Kang]” (@seokokang), 5,880 subscribers as measured 10 November 2026. Telegram Register, tgregister.com/channel/seokokang.
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.
![Telegram profile photo for 게이머 강석오 [Gamer Seoko Kang]](https://cdn.tgregister.com/av/18/188a7c2ac61c7813a655c3b758e73e42586644ff4adc6134847bc32ca99b2aa7.jpg)