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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
TypeChannel
Username@sejongdata2013
Description2015년부터 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.
Created19 June 2018 — measured — cross-checked against a third-party dataset (ext.tg_channel)
First recorded6 August 2026
Last confirmed live10 November 2026
Measurements held60
Confirmed unchanged1 time, most recently 10 November 2026
On Telegramt.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

23,22423,45023,3376 August 2026 — 23,450 subscribers7 August 2026 — 23,449 subscribers8 August 2026 — 23,450 subscribers10 August 2026 — 23,449 subscribers11 August 2026 — 23,447 subscribers12 August 2026 — 23,442 subscribers13 August 2026 — 23,430 subscribers14 August 2026 — 23,424 subscribers16 August 2026 — 23,419 subscribers17 August 2026 — 23,429 subscribers18 August 2026 — 23,419 subscribers19 August 2026 — 23,424 subscribers20 August 2026 — 23,425 subscribers22 August 2026 — 23,430 subscribers23 August 2026 — 23,433 subscribers24 August 2026 — 23,428 subscribers25 August 2026 — 23,415 subscribers26 August 2026 — 23,412 subscribers28 August 2026 — 23,407 subscribers28 August 2026 — 23,399 subscribers29 August 2026 — 23,397 subscribers30 August 2026 — 23,389 subscribers31 August 2026 — 23,387 subscribers2 September 2026 — 23,376 subscribers4 September 2026 — 23,367 subscribers7 September 2026 — 23,368 subscribers10 September 2026 — 23,363 subscribers12 September 2026 — 23,349 subscribers14 September 2026 — 23,338 subscribers16 September 2026 — 23,336 subscribers18 September 2026 — 23,334 subscribers1 October 2026 — 23,286 subscribers6 October 2026 — 23,288 subscribers10 October 2026 — 23,296 subscribers13 October 2026 — 23,283 subscribers15 October 2026 — 23,273 subscribers15 October 2026 — 23,272 subscribers17 October 2026 — 23,268 subscribers18 October 2026 — 23,272 subscribers19 October 2026 — 23,339 subscribers20 October 2026 — 23,338 subscribers21 October 2026 — 23,344 subscribers22 October 2026 — 23,334 subscribers23 October 2026 — 23,323 subscribers24 October 2026 — 23,321 subscribers25 October 2026 — 23,317 subscribers26 October 2026 — 23,314 subscribers27 October 2026 — 23,312 subscribers28 October 2026 — 23,305 subscribers29 October 2026 — 23,310 subscribers30 October 2026 — 23,305 subscribers1 November 2026 — 23,302 subscribers2 November 2026 — 23,299 subscribers3 November 2026 — 23,289 subscribers4 November 2026 — 23,279 subscribers5 November 2026 — 23,269 subscribers6 November 2026 — 23,253 subscribers7 November 2026 — 23,249 subscribers8 November 2026 — 23,234 subscribers10 November 2026 — 23,224 subscribers6 August 202610 November 2026
60 measurements spanning 96 days, net -226. 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 23,190–23,484 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 60
Measured (UTC)SubscribersChange
10 Nov 2026, 07:1223,224-10
8 Nov 2026, 21:1023,234-15
7 Nov 2026, 13:3623,249-4
6 Nov 2026, 12:3123,253-16
5 Nov 2026, 09:5923,269-10
4 Nov 2026, 10:4723,279-10
3 Nov 2026, 09:3523,289-10
2 Nov 2026, 10:0623,299-3
1 Nov 2026, 10:2923,302-3
30 Oct 2026, 09:0623,305-5
29 Oct 2026, 07:5523,310+5
28 Oct 2026, 07:5923,305-7
27 Oct 2026, 10:5623,312-2
26 Oct 2026, 12:2623,314-3
25 Oct 2026, 09:5523,317-4
24 Oct 2026, 12:5023,321-2
23 Oct 2026, 15:5023,323-11
22 Oct 2026, 16:0823,334-10
21 Oct 2026, 08:4923,344+6
20 Oct 2026, 03:5823,338first 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.

What these figures were computed from
WindowRolling 30 days · latest post in window 11 November 2026
Posts held316 (5 August 2026 – 11 November 2026)
Views total396,570
Reactions total404
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken12 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.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤1,100100.0%

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).

11 Nov 2026, 22:00 UTC≈1,300 viewsread 12 November 2026

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!

11 Nov 2026, 06:47 UTC≈2,520 views7 reactionsread 12 November 2026
Photo

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

11 Nov 2026, 05:33 UTC≈2,320 views6 reactionsread 12 November 2026
Photo

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

11 Nov 2026, 03:30 UTC≈2,350 views1 reactionsread 12 November 2026

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

11 Nov 2026, 01:13 UTC≈2,370 viewsread 12 November 2026
Photo

재미로 하는 우리 남편(아내) 주식 유니콘력 테스트🦄 댁에 유니콘 계신가요?~? https://sejongdata.com/insights/266

11 Nov 2026, 01:05 UTC≈2,280 viewsread 12 November 2026

#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…

10 Nov 2026, 22:00 UTC≈2,270 viewsread 12 November 2026

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!

10 Nov 2026, 05:56 UTC≈7,770 views4 reactionsread 12 November 2026
Photo

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

10 Nov 2026, 05:29 UTC≈2,500 views0 reactionsread 12 November 2026

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.

10 Nov 2026, 04:00 UTC≈2,450 views1 reactionsread 12 November 2026

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

10 Nov 2026, 03:30 UTC≈2,280 views1 reactionsread 12 November 2026

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

Republishes

Channels on the register whose posts this channel has forwarded.

대신증권 원자재 최진영
@akacommodity · 5,265
4 posts
하나 중국/신흥국 전략 김경환
@HANAchina · 35,273
2 posts
트릴리온
@Trillion_labs · 10,163
2 posts
Chart Book
@chartbook260226 · 4,343
2 posts
[하나증권 해외채권] 허성우
@deandatbond · 6,940
2 posts
묻따방 🐕
@mootda · 19,801
2 posts
하루살이Ver.2
@namssa12345 · 2,639
2 posts
한투증권 미국/중국전략 정정영
@G2strategy · 16,724
1 post
가치투자클럽
@corevalue · 67,126
1 post
반붐온? 방붐온?
@cpshelter · 5,377
1 post
AWAKE - 실시간 주식 공시 정리채널
@darthacking · 65,571
1 post
한화 Research 금융 김도하
@dh_finance · 4,935
1 post
하나증권/에너지화학/윤재성
@energy_youn · 11,039
1 post
FOMO 4가투
@fourgachi · 9,361
1 post
Fund Easy 잡담모드
@fundeasy_choi · 10,808
1 post
고버니 미국주식 트레이딩 센터
@goberny1 · 1,933
1 post
습관이 부자를 만든다. 🧘
@habit4117 · 28,313
1 post
Pluto Research
@hedgehara · 19,603
1 post
미국 주식 인사이더 🇺🇸 (US Stocks Insider)
@insidertracking · 74,120
1 post
숏박스 (Macro OK)
@macro_OK · 2,344
1 post
DS 양형모의 투자전략
@milperc · 8,370
1 post
한국투자증권/기관영업부/이민근
@mk81_koreainvestment · 16,692
1 post
홀로서기 [주식, 경제, 매크로]
@mmstere · 4,300
1 post
코식이의 보석함🌈 ㅣ크립토 주식
@norisknoreturn · 5,152
1 post
주식과 부동산
@slowstockT · 3,916
1 post
재간둥이 송선생
@songjongsik · 18,505
1 post
CTRINE
@teamctrine · 8,436
1 post
DYOR 투자 - 아는 것이 힘이다
@therealdyor · 3,427
1 post
쩜상리서치
@upper_limit_price · 7,954
1 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.

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.

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.