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Channel

dou_khmelnytskyi

@dou_khmelnytskyi

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · Posts · Citations · Cite this entry

175subscribers

-2 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1001297757507
TypeChannel
Username@dou_khmelnytskyi
CreatedBetween 1 April 2018 and 31 July 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live4 November 2026
Measurements held4
Confirmed unchanged6 times, most recently 4 November 2026
On Telegramt.me/dou_khmelnytskyi

Topic

Job listings — 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 24 September 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 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 4 other registered channels. This entry also sits inside a group of 5 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 (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@dou_mykolaiv/88225 Sept 2022, 11:22 UTC@dou_khmelnytskyi/986 · this entry25 Sept 2022, 11:22 UTC1.00under a minute
@dou_mykolaiv/88326 Sept 2022, 07:26 UTC@dou_khmelnytskyi/987 · this entry26 Sept 2022, 07:26 UTC1.00under a minute
@dou_khmelnytskyi/989 · this entry26 Sept 2022, 14:51 UTC@dou_mykolaiv/88526 Sept 2022, 14:51 UTC1.00under a minute
@dou_mykolaiv/89027 Sept 2022, 16:12 UTC@dou_khmelnytskyi/994 · this entry27 Sept 2022, 16:12 UTC1.00under a minute
@dou_zaporizhia/114225 Sept 2022, 11:22 UTC@dou_khmelnytskyi/986 · this entry25 Sept 2022, 11:22 UTC1.00under a minute
@dou_khmelnytskyi/987 · this entry26 Sept 2022, 07:26 UTC@dou_zaporizhia/114326 Sept 2022, 07:26 UTC1.00under a minute
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
ChannelMatching postsText overlapTypical gapPublished first
@dou_mykolaiv19 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (15–4)
@dou_zaporizhia20 (8/8 hand-verifiable sample passed)1.00under a minute@dou_zaporizhia (16–4)
@dou_chernivtsi18 (8/8 hand-verifiable sample passed)1.00under a minute@dou_chernivtsi (14–4)
@dou_frankivsk16 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (12–4)

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 29 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 22 September 2022 to 25 October 2022. 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 5 channels, the one whose matching posts we hold earliest is @dou_zaporizhia. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_copy · 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 5 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.

Growth

1751771767 August 2026 — 177 subscribers8 August 2026 — 177 subscribers8 September 2026 — 176 subscribers16 September 2026 — 175 subscribers7 August 202616 September 2026
4 measurements spanning 39 days, net -2. 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 175–177 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
16 Sept 2026, 05:17175-1
8 Sept 2026, 17:39176-1
8 Aug 2026, 13:45177no change
7 Aug 2026, 20:57177first reading

Engagement

20 posts held, back to 22 September 2022 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page 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 20 posts for this entry, the most recent from 25 October 2022. An engagement rate over an empty window would be a number about nothing.

Recent posts

25 Oct 2022, 14:52 UTC284 viewsread 8 August 2026
Photo

Привіт, друзі 🙌 Дякуємо, що залишалися з нами, але наша подорож тут, у каналі, добігає до завершення. Ми хочемо сфокусуватися на розвитку профільних спільнот, тому запрошуємо вас приєднатися до них та слідкувати за новинами та подіями спільноти вже там: @doucommunity – Основний канал DOU. Все про українське ІТ, матеріали від редакції та актуальні новини. @dou_polska – Телеграм-канал українського IT-ком'юніті DOU в…

20 Oct 2022, 12:15 UTC216 viewsread 8 August 2026

🔍 Нові віддалені вакансії для Ruby-розробників Strong Middle Ruby on Rails Developer в Innovation Feel, $2500–3500 👉 https://dou.ua/goto/h9wS Ruby on Rails Developer в JetThoughts, від $5000 👉 https://dou.ua/goto/DIU6 Senior RoR Developers в Devler-io, $6000–8500 👉 https://dou.ua/goto/fkpg Tech Lead experienced in Ruby and React в LeanSquad, $4000–8500 👉 https://dou.ua/goto/D99z Ще більше вакансій для Ruby 🔗 htt…

18 Oct 2022, 07:44 UTC210 viewsread 8 August 2026
Photo

👤 Портрет ІТ-спеціаліста — 2022. Аналітика Технічні спеціалісти становлять 87% тих, хто взяв участь в опитуванні, нетехнічні (HR, дизайнери, маркетинг, продажі, підтримка, Customer Success і Technical Writers) — 13%. Найчастіше опитані фахівці мають тайтли Middle (35%) і Senior (26%). Джуніори становлять 16% всіх айтівців. Інтернів лише 1%. Дивіться матеріал і створіть свій портрет. 👉 https://dou.ua/goto/5y92

13 Oct 2022, 12:35 UTC221 viewsread 8 August 2026

🔍 Віддалені вакансії рівня Team Lead Tech / Team Lead Backend Engineer в Lyft 👉 https://dou.ua/goto/BWHl Java Team Lead в SPD-Ukraine 👉 https://dou.ua/goto/wGNd Android Team Lead в MWDN, $1000 Bonus for recommendation 👉 https://dou.ua/goto/bhQu Full Stack JS (React/Next.js) Team Lead в DevIT Group, $3000–4000 👉 https://dou.ua/goto/InK0 Ще більше пропозицій для Team Lead 🔗 https://dou.ua/goto/OgBy

10 Oct 2022, 08:47 UTC198 viewsread 8 August 2026
Forwarded from @doucommunityPhoto

💪 Донатимо = знищуємо русню Друзі, нам знову потрібна ваша допомога. Українським десантникам 3-го батальйону 80 бригади ДШВ дуже необхідні пікапи. 🎯Ціль — зібрати 1 200 000 гривень. Це вартість 5 пікапів. Такі автомобілі на передовій не менш важливі за Javelin чи NLAW, адже дозволяють робити надзвичайно боляче російським окупантам в найнесподіваніших місцях. ❗️Надсилайте донати на монобанку (https://dou.ua/goto/4…

30 Sept 2022, 15:09 UTC181 viewsread 8 August 2026
Forwarded from @doucommunityPhoto

Чи приймуть заявку? Що це дасть Україні? Що взагалі буде далі? Обговорюємо на форумі в коментарях. 👉 https://dou.ua/goto/ssx3

29 Sept 2022, 08:55 UTC176 viewsread 8 August 2026
Photo

Як програмісти (і не тільки) шукають роботу у 2022-му Ринок змінився — рекрутери рідше стали писати першими, майже половина ІТ-спеціалістів не планують цього року змінювати роботу і 40% працевлаштованих респондентів загалом бояться звільнення. 👉 https://dou.ua/goto/iPu3

27 Sept 2022, 16:12 UTC139 viewsread 8 August 2026
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📈 Організація економічного співробітництва та розвитку прогнозує зростання світової економіки на 3% цього року Як вам такий прогноз? Що він означає для нас? 💬 https://dou.ua/goto/y4le

27 Sept 2022, 15:17 UTC126 viewsread 8 August 2026
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7 тисяч IT-спеціалістів вже оцінили свої компанії! Настав час подивитися, як цього року працювалося спеціалістам, і визначити найкращих ІТ-роботодавців. Приєднуйтеся до голосування! 👉 https://dou.ua/goto/BpIt

27 Sept 2022, 14:19 UTC120 viewsread 8 August 2026

🔍 Віддалені вакансії в категорії Animator 3D Animator в Fractured Byte 👉 https://dou.ua/goto/4bRA Senior Technical Animator в Gunzilla Games 👉 https://dou.ua/goto/L34M Senior 2D Animator (Spine) в Evoplay Entertainment 👉 https://dou.ua/goto/gwgP 2D Animator в SciPlay 👉 https://dou.ua/goto/0pBN Character Technical Animator/Rigger в Vostok Games 👉 https://dou.ua/goto/nem0 2D Animator в Digicode 👉 https://dou.ua/g…

27 Sept 2022, 12:18 UTC114 viewsread 8 August 2026
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😑 На запитання співробітників, чому компанія скорочує бюджети на відрядження та бонуси, генеральний директор Google Сундар Пічаї порадив їм не ототожнювати задоволення з грошима. Деталі — на форумі. А що оберете ви? Гроші чи бонуси? 👉 https://dou.ua/goto/3kX4

27 Sept 2022, 10:16 UTC99 viewsread 8 August 2026
Forwarded from @doucommunityPhoto

Криптовалюта, ОВДП, земля та акції. У які активи інвестують айтівці та чи виправдані вони на погляд економістів А у що ви інвестуєте, крім Збройних сил України? Айтівці написали нам, що вкладалися у криптовалюту, нерухомість, акції, а з початком великої війни популярним активом стала земля. Ми запитали економістів про стан ринку інвестицій та розвінчали деякі "страшилки". 👉 https://dou.ua/goto/a53X

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

Republishes

Channels on the register whose posts this channel has forwarded.

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

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 16 September 2026 — this entry's latest reading, not the date you are reading this.

“dou_khmelnytskyi” (@dou_khmelnytskyi), 175 subscribers as measured 16 September 2026. Telegram Register, tgregister.com/channel/dou_khmelnytskyi.

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.