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Channel

dou_odesa

@dou_odesa

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · Posts · Cite this entry

1,404subscribers

-1 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 1,000–3,162.

Register entry

Telegram ID-1001120967518
TypeChannel
Username@dou_odesa
Created27 May 2017measured — cross-checked against a third-party dataset (ext.tg_channel)
First recorded6 August 2026
Last confirmed live12 August 2026
Measurements held3
Confirmed unchanged2 times, most recently 12 August 2026
On Telegramt.me/dou_odesa

Topic

Technology — 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 11 August 2026 and assigned it the closest of 31 fixed categories, at 96% 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 4 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
@dou_odesa/2480 · this entry28 Apr 2026, 11:31 UTC@dou_vinnytsia/171828 Apr 2026, 13:32 UTC1.002.0 hours
@dou_vinnytsia/172012 May 2026, 08:30 UTC@dou_odesa/2482 · this entry12 May 2026, 12:30 UTC1.004.0 hours
@dou_odesa/2483 · this entry14 May 2026, 10:00 UTC@dou_vinnytsia/172114 May 2026, 13:32 UTC1.003.5 hours
@dou_vinnytsia/172325 May 2026, 12:30 UTC@dou_odesa/2484 · this entry25 May 2026, 13:00 UTC1.0030 minutes
@dou_odesa/2488 · this entry22 Jun 2026, 10:00 UTC@dou_vinnytsia/172622 Jun 2026, 10:30 UTC1.0031 minutes
@dou_odesa/2489 · this entry29 Jun 2026, 13:00 UTC@dou_vinnytsia/172829 Jun 2026, 13:30 UTC1.0031 minutes
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@dou_vinnytsia10 (8/8 hand-verifiable sample passed)1.0046 minutesthis entry (82)
@dou_kharkiv9 (8/8 hand-verifiable sample passed)1.002.2 hours@dou_kharkiv (90)
@dou_kyiv8 (8/8 hand-verifiable sample passed)1.002.8 hours@dou_kyiv (80)
@dou_dnipro7 (7/7 hand-verifiable sample passed)1.0029 minutes@dou_dnipro (70)

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 26 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 27 March 2026 to 3 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 5, the earliest publisher we hold is @dou_odesa — 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 4 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

1,4041,4051,404.56 August 2026 — 1,405 subscribers6 August 2026 — 1,405 subscribers9 August 2026 — 1,404 subscribers6 August 20269 August 2026
3 measurements spanning 3 days, net -1. 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 1,404–1,405 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
9 Aug 2026, 13:111,404-1
6 Aug 2026, 07:501,405no change
6 Aug 2026, 01:551,405first reading

Engagement

20 posts held, back to 27 March 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof Telegram’s post history, 20 posts per page.

ERR · 30 days
32.9%
avg views ÷ 1,404 subscribers
Avg views / post
463
5 posts measured
Reaction rate
0.5%
reactions ÷ views · ER floor
Posts in window
5
of 20 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 3 of 5 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 3 August 2026
Posts held20 (27 March 20263 August 2026)
Views total2,313
Reactions total8
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken6 Aug 2026, 07:50 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.

Recent posts

3 Aug 2026, 13:00 UTC≈239 viewsread 6 August 2026
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Топ-50 ІТ-компаній України, літо 2026: 11 компаній зменшилися на понад 100 фахівців ● Загальна кількість фахівців у компаніях топ-50 майже не змінилася, проте технічних спеціалістів стає менше. ● 38% компаній зростали, ще у 44% зменшилася команда в Україні, 18% — стабільні. ● Серед тих, хто зростав, — лише продуктові та гібридні компанії. Проте сервісні теж наймають: 38% всіх наймів за пів року припадає на цю катего

30 Jul 2026, 06:46 UTC≈395 views1 reactionsread 6 August 2026
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Дослідження 11-класника з Одеси представлять на аерокосмічній конференції у Франції https://dou.ua/goto/gOBS Дослідження 11-класника з Одеси Микити Колєсніка представлять на міжнародній аерокосмічній конференції у Франції. Його робота стосується аерокосмічної інженерії та матеріалознавства. Розповідаємо деталі.

20 Jul 2026, 12:30 UTC≈655 views1 reactionsread 6 August 2026
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Зарплати тестувальників зросли — літо 2026 ● За пів року значно збільшилися зарплати найбільш досвідчених Automation QA — з досвідом 14 та більше років. ● QA-фахівці всіх рівнів, крім мідлів та джуніорів, мають вищий третій квартиль зарплат порівняно із груднем 2025-го. ● Значно зросли й зарплати QA, які працюють з JavaScript та SQL, а також лідів та сеньйорів, які пишуть на Python. ● Кожен третій QA-спеціаліст отри

20 Jul 2026, 12:05 UTC≈474 viewsread 6 August 2026
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27 July — AI Engineering Internship by Provectus You’ll gain hands-on experience building AI applications with modern GenAI technologies, as well as the tools, frameworks, and engineering practices used to deliver production-grade AI systems. 👉 https://dou.ua/calendar/57881/?from=tg

16 Jul 2026, 07:03 UTC≈550 views6 reactionsread 6 August 2026
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Що не рік, так в липні відбувається щось дивне. Вчора стало відомо, що Михайла Федорова знімуть з посади міністра оборони, через що в багатьох містах України вже спалахнули мітинги. Хто вже домалював картонку й на місці — діліться фотографіями у коментарях. 👉 https://dou.ua/goto/4NAr

13 Jul 2026, 13:00 UTC≈548 viewsread 6 August 2026
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Зарплати українських розробників — літо 2026 ● Загалом зарплати розробників залишаються стабільними. ● Серед тих розробників, кому зарплату не переглядали понад рік, медіанна зарплата дещо вища за загальний рівень. ● Високваліфіковані Python-розробники стали заробляти більше, ніж у грудні 2025-го. ● Частка мідлів та джуніорів знизилася за пів року. Перші результати літнього зарплатного опитування DOU: https://dou.u

10 Jul 2026, 07:00 UTC≈605 views1 reactionsread 6 August 2026
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Приватна ППО — як її запустити і чи отримають працівники бронювання https://dou.ua/goto/o9pS Один із варіантів, як бізнес може захистити свої активи — приватна ППО. Але як це має працювати? Хто дає дозвіл, хто натискає кнопку, скільки людей потрібно і чи справді це ефективно? DOU розібрався, що стоїть за ідеєю приватної ППО і які аргументи за і проти.

1 Jul 2026, 15:10 UTC≈723 views1 reactionsread 6 August 2026
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В Одесі запустили другу в Україні локацію естонської школи //kood https://dou.ua/goto/Hawo Навчання безплатне, без вступних іспитів і вимоги мати попередній досвід програмування. Перший Selection Sprint стартує 13 липня, а загалом у першому наборі передбачено 100 місць. Розповідаємо деталі.

29 Jun 2026, 13:00 UTC≈604 views0 reactionsread 6 August 2026
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Соцпакет не замінює зарплату: які бенефіти мають айтівці та що вони цінують найбільше ● Приблизно 40% айтівців не мають оплачуваних лікарняних. ● Половина айтівців задоволені своїм соцпакетом. ● Що більше бенефітів має фахівець, то вищою є його медіанна зарплата. ● Найкраща комбінація соцпакету та зарплати — в аутстафінгових та продуктових компаніях. ● Великі компанії пропонують як вищу зарплату, так і ширший соцпак

22 Jun 2026, 10:00 UTC≈623 viewsread 6 August 2026
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Зарплатне опитування DOU закривається за тиждень 12,5 тисяч айтівців уже зробили свій внесок. Ваша анкета ще може підсилити й уточнити статистику за вашою посадою. Тож не проходьте мимо й заповніть. Результати вже в липні. 👉 https://dou.ua/goto/7Sw1

8 Jun 2026, 12:05 UTC≈737 viewsread 6 August 2026
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15 серпня — TECH WEEK IN ODESA — 15–16 червня На сцені TECH WEEK IN ODESA — лідери українського tech, представники держави, міжнародні експерти та компанії, які вже сьогодні впроваджують AI, масштабують бізнес і будують нові можливості для індустрії навіть у найскладніші часи. 👉 https://dou.ua/calendar/57529/?from=tg

8 Jun 2026, 06:05 UTC≈560 viewsread 6 August 2026
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15 червня — Всеукраїнський форум технологічних кластерів Tech Synergy ITWave — бізнес-конференція лідерів українського tech: панелі, виступи спікерів, держава, міжнародні експерти та компанії. 👉 https://dou.ua/calendar/57525/?from=tg

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

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 9 August 2026 — this entry's latest reading, not the date you are reading this.

“dou_odesa” (@dou_odesa), 1,404 subscribers as measured 9 August 2026. Telegram Register, tgregister.com/channel/dou_odesa.

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.