11월 11일 코스피 46°, 방문자들은 ‘할인가’ 가격표를 붙였어요 • 11월 10일 종가(5,239.13) 기준 회차가 마감됐어요. 방문자 온도는 46°로 지난 회차보다 7° 내렸어요. • 가장 많이 붙은 가격표는 ‘할인가’(39%)이고, 비싸다는 쪽이 33%, 싸다는 쪽이 50%였어요. 자세한 분석과 데이터는 홈페이지에서 확인하세요. 새 회차 투표가 열렸어요. 지금 참여해 보세요!
Channel
세종기업데이터
@sejongdata2013
On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Posts · Posts edited after publishing · Citations · Handles named that no longer answer · Cite this entry
23,224subscribers
-226 since we began measuring on 6 August 2026
Risers and fallers across the register · movement among entries of 10,000–31,623.
Register entry
| Telegram ID | -1001327307590 |
|---|---|
| Type | Channel |
| Username | @sejongdata2013 |
| Description | 2015년부터 시장 분석과 정보를 제공해온 세종기업데이터는 유사투자자문업자로서 투자 판단에 참고할 수 있는 다양한 데이터를 제공합니다. 본 서비스는 투자 권유가 아닌 정보 제공 목적이며, 모든 투자 결정과 결과에 대한 책임은 이용자 본인에게 있습니다. 앞으로도 신뢰할 수 있는 정보를 제공하기 위해 노력하겠습니다. |
| Created | 19 June 2018 — measured — cross-checked against a third-party dataset (ext.tg_channel) |
| First recorded | 6 August 2026 |
| Last confirmed live | 10 November 2026 |
| Measurements held | 60 |
| Confirmed unchanged | 1 time, most recently 10 November 2026 |
| On Telegram | t.me/sejongdata2013 |
Topic
Other / unclassifiable — 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 90% 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.
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 10 Nov 2026, 07:12 | 23,224 | -10 |
| 8 Nov 2026, 21:10 | 23,234 | -15 |
| 7 Nov 2026, 13:36 | 23,249 | -4 |
| 6 Nov 2026, 12:31 | 23,253 | -16 |
| 5 Nov 2026, 09:59 | 23,269 | -10 |
| 4 Nov 2026, 10:47 | 23,279 | -10 |
| 3 Nov 2026, 09:35 | 23,289 | -10 |
| 2 Nov 2026, 10:06 | 23,299 | -3 |
| 1 Nov 2026, 10:29 | 23,302 | -3 |
| 30 Oct 2026, 09:06 | 23,305 | -5 |
| 29 Oct 2026, 07:55 | 23,310 | +5 |
| 28 Oct 2026, 07:59 | 23,305 | -7 |
| 27 Oct 2026, 10:56 | 23,312 | -2 |
| 26 Oct 2026, 12:26 | 23,314 | -3 |
| 25 Oct 2026, 09:55 | 23,317 | -4 |
| 24 Oct 2026, 12:50 | 23,321 | -2 |
| 23 Oct 2026, 15:50 | 23,323 | -11 |
| 22 Oct 2026, 16:08 | 23,334 | -10 |
| 21 Oct 2026, 08:49 | 23,344 | +6 |
| 20 Oct 2026, 03:58 | 23,338 | first reading |
Engagement
316 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 117 pages of Telegram’s post history, 20 posts per page.
- ERR · 30 days
- 12.3%
- avg views ÷ 23,224 subscribers
- Avg views / post
- 2,850
- 139 posts measured
- Reaction rate
- 0.141%
- reactions ÷ views · ER floor
- Posts in window
- 139
- of 316 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 97 of 139 measured posts that carry a reaction reading, and over those same posts' views.
| Window | Rolling 30 days · latest post in window 11 November 2026 |
|---|---|
| Posts held | 316 (5 August 2026 – 11 November 2026) |
| Views total | 396,570 |
| Reactions total | 404 |
| Forwards / comments | not exposed by the public surface — not measured, not estimated |
| Readings taken | 12 Nov 2026, 02:46 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
- ≈6,040
- Videos
- ≈32
- Links
- ≈5,810
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.
Reaction mix
1,100 reactions across 208 posts, in 1 kind.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| ❤ | 1,100 | 100.0% |
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 225 of the 316 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 1,100 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 316 most recent posts we hold, published 5 August 2026 to 11 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: 7 of 139 posts held from the last 30 days (5.04%) 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).
리그 수가 말해주는 것, 무엇을 봐야 할까? 저희 채널은 매주 미국의 원유 재고를 체크하고 있잖아요. 재고는 역사상 바닥입니다. 그런데 이렇게 원유 재고가 낮고, 이번주엔 좀 하락했지만, 유가는 90~100불대를 넘나드는데, 원유 시추는 생각보다 천천히 늘고 있더라고요. 왜 그럴까요? 그리고 천천히 늘고 있음에도 위로 고개를 드는 저 수치에서 어떤 흐름을 읽을 수 있을지 정리해보았습니다. 👇 https://sejongdata.com/insights/270 (참고로 링크 안에, 미국 리그수 정리해둔 엑셀도 첨부해두었습니다. 필요하신 분은 다운로드 받아가세요:)
❤7
코스피 반등 장에도 영 힘이 없는 조선섹터.. 조선섹터는 단기 관점과 중장기 관점이 얽혀 있는데, 지금 시장은 단기적인 요인에 더 반응하는 것 같습니다. 그래도 중장기 관점에선 긍정적인 포인트로 볼 만한 부분이 있어서 정리해보았습니다. . . 지금 바다 위엔 배가 놀고 있는데, 조선사는 2030년의 배를 판다 https://sejongdata.com/insights/269
❤6
낮 12시 30분 기준, 방문자 온도계는 61°예요. (11표 참여) 직전 회차 마감은 53°였어요. 지금은 8° 높아요. 코스피, 여러분 눈에는 어떤 가격으로 보이세요?
❤1
https://naver.me/xsZLiTuJ
❤1
재미로 하는 우리 남편(아내) 주식 유니콘력 테스트🦄 댁에 유니콘 계신가요?~? https://sejongdata.com/insights/266
#SK텔레콤vs LG유플러스 한줄 요약 SKT: 작년 사고에서 회복 중인 통신 + 판이 큰 AI 데이터센터 + 아직 정해지지 않은 주주환원 LG유플: 비용 효율로 이익을 지키고 + 고객이 확정된 AI 데이터센터를 지으며 + 배당 원칙까지 못박은 예측 가능한 통신사 SKT https://sejongdata.com/insights/268 LG유플러스 https://sejongdata.com/insights/264 AI DC는 "꿈의 크기"와 "실행의 확실성"에 차이가 있습니다. 흥미롭게도 3분기 AI DC 매출은 LG유플러스(1,317억원)가 SKT(1,261억원)를 넘어섰어요. SKT는 기가와트급이라는 훨씬 큰 그림을 그리고 있지만 아직 고객 계약 전이고, LG유플러스는 규모는 작아도 고객이 확정된 상태에서 짓고 있어요. 시장은 지…
11월 10일 코스피 53°, 방문자들은 ‘할인가’ 가격표를 붙였어요 • 11월 9일 종가(5,018.85) 기준 회차가 마감됐어요. 방문자 온도는 53°로 지난 회차보다 11° 올랐어요. • 가장 많이 붙은 가격표는 ‘할인가’(40%)이고, 비싸다는 쪽이 45%, 싸다는 쪽이 50%였어요. 자세한 분석과 데이터는 홈페이지에서 확인하세요. 새 회차 투표가 열렸어요. 지금 참여해 보세요!
화장품 수출은 6개 분기 연속 최고치를 경신했습니다. 3분기 월평균 수출액은 YoY 약 67% 증가했습니다. 10월도 호실적이 예상되고 있습니다. 반면, 화장품주들의 주가는 전체적인 시장 조정의 영향을 많이 받았습니다. 수출 데이터와 주가 사이의 간격이 벌어지는 셈인데, 이 간격이 어떻게 좁혀질지 지켜볼만 합니다.
❤4
오늘 업종별 한 줄 📍반도체: 지수의 중심이 다시 힘을 받은 날, 코스피는 역시 반도체가 웃어야. 📍화학·배터리: 오래 눌려 있던 업종의 반등, 바닥 확인일까 짧은 되돌림일까? 📍건설: 중동 인프라 복구와 재건 산업 기대 + 9월 건설 수주액 호조. 📍항공: 유가 급락과 항공업 자체에 대한 기대, 8개 종목 모두 상승. 📍기계: 굴삭기는 중동 재건을, 원전은 미국 에너지 정책을 보고 달리는 중.
LG유플러스(032640) 3Q26 통신 이익 개선과 파주 AIDC 확대 • 26년 3분기 연결 영업수익 3조 9,813억원, 영업이익 2,976억원 기록함. 전년 일회성 인건비 기저로 이익은 84% 늘었으나 전분기 대비 14% 감소함. • 모바일 서비스수익은 1% 미만 성장에 그쳤으나 가입회선은 67만 5,000개 순증함. 기가인터넷과 AIDC가 각각 스마트홈과 기업인프라 성장을 이끌었음. 자세한 분석과 데이터는 홈페이지에서 확인하세요.
❤1
낮 12시 30분 기준, 방문자 온도계는 68°예요. (14표 참여) 직전 회차 마감은 42°였어요. 지금은 26° 높아요. 코스피, 여러분 눈에는 어떤 가격으로 보이세요?
❤1
Showing the 12 most recent of 316 posts we hold for @sejongdata2013. 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
@sejongdata2013 edited 2 posts 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
- 8 October 2026
- Most recent edit
- 24 October 2026
Forward network
Republished by
Channels on the register that have forwarded this channel's posts into their own feed.
@desperatestudycafe · 18,5102 posts나혼자매매-차트&온체인
@easychartgo · 6,0522 posts주식과 부동산
@slowstockT · 3,9162 posts곽봉효의 경제적 카테나치오 형성
@ydygod · 1,8302 posts밥대장의투자공부방
@babdaejanginvest · 3271 post🔥치리뱅치리 자료방🔥
@chiribang · 31 post가치투자클럽
@corevalue · 67,1261 post닥터림의 큰그림
@doublej117 · 61 post호그니엘
@hogniel · 15,4551 post인상주의 투자 인생 업그레이드노트
@insangnism · 11,2361 post여고생 코쨩👉🔕
@jkkospi · 3,8131 post대세산업 트레이딩
@major_industry · 3,5511 post실버만삭스의 루틴
@silvermansachs_routine · 7,8851 post
Republishes
Channels on the register whose posts this channel has forwarded.
@akacommodity · 5,2654 posts하나 중국/신흥국 전략 김경환
@HANAchina · 35,2732 posts트릴리온
@Trillion_labs · 10,1632 postsChart Book
@chartbook260226 · 4,3432 posts[하나증권 해외채권] 허성우
@deandatbond · 6,9402 posts묻따방 🐕
@mootda · 19,8012 posts하루살이Ver.2
@namssa12345 · 2,6392 posts한투증권 미국/중국전략 정정영
@G2strategy · 16,7241 post가치투자클럽
@corevalue · 67,1261 post반붐온? 방붐온?
@cpshelter · 5,3771 postAWAKE - 실시간 주식 공시 정리채널
@darthacking · 65,5711 post한화 Research 금융 김도하
@dh_finance · 4,9351 post하나증권/에너지화학/윤재성
@energy_youn · 11,0391 postFOMO 4가투
@fourgachi · 9,3611 postFund Easy 잡담모드
@fundeasy_choi · 10,8081 post고버니 미국주식 트레이딩 센터
@goberny1 · 1,9331 post습관이 부자를 만든다. 🧘
@habit4117 · 28,3131 postPluto Research
@hedgehara · 19,6031 post미국 주식 인사이더 🇺🇸 (US Stocks Insider)
@insidertracking · 74,1201 post숏박스 (Macro OK)
@macro_OK · 2,3441 postDS 양형모의 투자전략
@milperc · 8,3701 post한국투자증권/기관영업부/이민근
@mk81_koreainvestment · 16,6921 post홀로서기 [주식, 경제, 매크로]
@mmstere · 4,3001 post코식이의 보석함🌈 ㅣ크립토 주식
@norisknoreturn · 5,1521 post주식과 부동산
@slowstockT · 3,9161 post재간둥이 송선생
@songjongsik · 18,5051 postCTRINE
@teamctrine · 8,4361 postDYOR 투자 - 아는 것이 힘이다
@therealdyor · 3,4271 post쩜상리서치
@upper_limit_price · 7,9541 post
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 1 registered channel — 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.
Names
Channels on the register whose handles appear in this channel's posts.
@G2strategy · 16,7243 posts고버니 미국주식 트레이딩 센터
@goberny1 · 1,9333 posts숏박스 (Macro OK)
@macro_OK · 2,3442 posts대신증권 원자재 최진영
@akacommodity · 5,2651 postAWAKE - 실시간 주식 공시 정리채널
@darthacking · 65,5711 postFund Easy 잡담모드
@fundeasy_choi · 10,8081 post습관이 부자를 만든다. 🧘
@habit4117 · 28,3131 post하나 중국/신흥국 전략 김경환
@HANAchina · 35,2731 post한국투자증권/기관영업부/이민근
@mk81_koreainvestment · 16,6921 post홀로서기 [주식, 경제, 매크로]
@mmstere · 4,3001 postDYOR 투자 - 아는 것이 힘이다
@therealdyor · 3,4271 post트릴리온
@Trillion_labs · 10,1631 postYeouido Lab_여의도 톺아보기
@Yeouido_Lab · 43,4501 post여의도섬 탈주노예
@yeouidoslave · 2,5961 post
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
- 1
- 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
- 0
- vacant every time we have ever looked
@sejongdata2013 named 1 handle 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.
named in 3 posts, 27 September 2026 – 30 September 2026 · confirmed gone 17 October 2026 (two independent sightings — see how we confirm a dead handle)evidenced
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.
“세종기업데이터” (@sejongdata2013), 23,224 subscribers as measured 10 November 2026. Telegram Register, tgregister.com/channel/sejongdata2013.
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.