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Channel

📊#Hash7: Работайте умнее, а не больше – наш бот делает все за вас!

@Hash7_009_ge

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

72subscribers

-1 since we began measuring on 10 August 2026

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

Register entry

Telegram ID-1002217353198
TypeChannel
Username@Hash7_009_ge
CreatedBetween 1 June 2024 and 30 September 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded10 August 2026
Last confirmed live12 November 2026
Measurements held5
Confirmed unchanged1 time, most recently 12 November 2026
On Telegramt.me/Hash7_009_ge

Topic

Crypto & trading — 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 28 September 2026 and assigned it the closest of 31 fixed categories, at 98% 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 3 other registered channels. 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 (5 of the pairs behind the counts below)
Posted firstThenOverlapGap
@Hash7_009_ge/652 · this entry16 Jan 2025, 19:10 UTC@livegood009/22416 Jan 2025, 19:11 UTC1.002 minutes
@livegood009/23424 Dec 2025, 06:53 UTC@Hash7_009_ge/663 · this entry24 Dec 2025, 06:54 UTC1.00under a minute
@Hash7_009_ge/663 · this entry24 Dec 2025, 06:54 UTC@VelesFinance009/4324 Dec 2025, 06:58 UTC1.004 minutes
@Hash7_009_ge/665 · this entry20 Feb 2026, 16:28 UTC@VelesFinance009/4520 Feb 2026, 16:38 UTC1.0010 minutes
@Hash7_009_ge/652 · this entry16 Jan 2025, 19:10 UTC@Sistemiavtomatizacii/19416 Jan 2025, 19:11 UTC1.002 minutes
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
@livegood00911 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (7–4)
@VelesFinance0095 (5/5 hand-verifiable sample passed)1.003 minutesthis entry (4–1)
@Sistemiavtomatizacii9 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (6–3)

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 2 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 16 comparable posts for this entry, running 10 January 2025 to 8 March 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 @Sistemiavtomatizacii. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_mutual · 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.

Growth

71737210 August 2026 — 73 subscribers10 August 2026 — 73 subscribers25 August 2026 — 72 subscribers28 October 2026 — 71 subscribers12 November 2026 — 72 subscribers10 August 202612 November 2026
5 measurements spanning 94 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 71–73 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
12 Nov 2026, 20:5472+1
28 Oct 2026, 21:4971-1
25 Aug 2026, 18:2372-1
10 Aug 2026, 14:3073no change
10 Aug 2026, 14:1773first reading

Engagement

20 posts held, back to 7 January 2025 — 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 8 March 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime
28m 55s
Average length
7m 14s

Measured directly from 4 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.

Recent posts

8 Mar 2026, 13:54 UTC16 viewsread 10 August 2026
Forwarded from @TonailideriPhoto

🧠 AI MASON MENTOR В экосистеме TON MASON появился цифровой наставник. AI Mentor помогает новым участникам: • понять архитектуру системы • разобраться в структуре • ответить на любые вопросы Это ваш персональный навигатор внутри TON MASON. Если вы хотите понять, как работает модель — задайте вопрос AI Mentor.

Signed Леван Хелаия

28 Feb 2026, 13:14 UTC14 viewsread 10 August 2026
Forwarded from @TonailideriPhoto

Photo, posted without a caption

Signed Леван Хелаия

20 Feb 2026, 16:28 UTC23 viewsread 10 August 2026

✨ Добро пожаловать в сообщество, где главный фокус — реальные стратегии, проверенные кейсы и практический путь к стабильному заработку на рынках. 💡 В этом канале ты получаешь: • 📍 Чёткие, без “воды”, торговые идеи • 📍 Анализ рынков и поведения активов • 📍 Психологию трейдинга и управление рисками • 📍 Примеры реальных историй успеха и ошибок 👉 Подписывайся, если хочешь: ✅ Понимать рынки вместо угадывания ✅ Учиться н…

Signed Леван Хелаия

13 Feb 2026, 13:21 UTC27 viewsread 10 August 2026
Video

Bitify — инвестиционные пулы нового поколения Платформа предлагает участие в крипто-пуле с автоматизированной системой управления и распределения прибыли. 🔹 Понятная структура 🔹 Простой вход 🔹 Современный подход к цифровым активам Интересно тем, кто: • изучает новые финансовые инструменты • хочет диверсифицировать доход • ищет цифровые инвестиционные решения 💡 Перед участием рекомендуем ознакомиться с условиями и…

Signed Леван Хелаия

24 Dec 2025, 06:54 UTC33 viewsread 10 August 2026

🚀 Добро пожаловать в канал «Путь трейдера» Здесь не про сказки и быстрые деньги. Здесь — реальный путь в трейдинге: 📊 анализ рынков 🕯 работа со свечами и логикой цены 🧠 мышление трейдера 📚 обучение, ошибки и рост Я иду этим путём сам — учусь, тестирую, делюсь. Без инфо-шума. Без пустых обещаний. Если тебе интересен трейдинг как навык и система, а не лотерея — ты по адресу. 👉 Подписывайся и проходи этот путь вмест…

Signed Леван Хелаия

21 May 2025, 23:40 UTC97 viewsread 10 August 2026
Video

💥💥💥💥💥💥💥💥 Начнём с плюсов: 💸 Активировать КАРУСЕЛЬ Единоразово 2500 ₽ 💸 Доход чистыми 6500 ₽ Каждый месяц, постоянно. 💸 На эти 6500 ₽ можно активировать ещё пару каруселей и тогда доход каждый месяц 3 карусели × 6500 ₽ = 19500 ₽. И так далее на Ваше усмотрение. 💥💥💥💥💥💥💥💥 1 Карусель = 2500 ₽ в месяц Доход 9000 ₽ РЕИНВЕСТ АВТОМАТИЧЕСКИЙ 2500 ₽ На Руки 6500 ₽ По Желанию Можно Купить Ещё 2 Карусели = 5000 ₽ 1500 ₽ Вы…

Signed Леван Хелаия

15 May 2025, 12:31 UTC63 viewsread 10 August 2026

🔥 Запускаю Бот Veles на Bybit 🚀 https://www.youtube.com/watch?v=z_69A86v-hc

Signed Бот для отправки из соц сетей

15 May 2025, 12:31 UTC59 viewsread 10 August 2026

🔥 Как заработать на автомате с Veles Finance | Инструкция по настройке бота 🚀 https://www.youtube.com/watch?v=PJB5FBvL3UA

Signed Бот для отправки из соц сетей

15 May 2025, 11:43 UTC24 viewsread 10 August 2026
Forwarded from @VelesFinance009File

🚀 Запускаем КарусельХ5 — простая и мощная P2P-система 💸 Друзья, приглашаю вас принять участие в уникальной бизнес-игре КарусельХ5! Это математически просчитанная система распределения денег между участниками, где каждый может выйти на стабильный доход уже в течение месяца. Без продаж, без продуктов — только живые деньги от человека к человеку! ✅ Пассивный доход — от 6 500 до 195 000₽ в месяц ✅ Активный доход — с па…

Signed Леван Хелаия

2 Apr 2025, 21:30 UTC57 viewsread 10 August 2026
Video

1️⃣ Демон Кратий притча. Вся правда о рабстве. Как при помощи денег управляют жизнью людей. Можно трудиться, реализуя своё Предназначение, а не ради денег.

Signed Леван Хелаия

1 Mar 2025, 13:43 UTC50 viewsread 10 August 2026
Forwarded from @VelesFinance009Photo

⚡️ Почему 90% трейдеров сливают, а Veles стабильно зарабатывает? 🧠 Человек: ❌ Эмоции мешают принимать решения ❌ Устаёт и теряет концентрацию ❌ Часто действует наугад 🤑 Бот Veles: ✔️ Анализирует рынок 24/7 ✔️ Строго следует стратегии ✔️ Закрывает сделки без лишних рисков 🚀 Хотите перестать сливать и стабильно зарабатывать? Напишите " СТАБИЛЬНОСТЬ" в комментариях, и я помогу вам начать!

Signed Леван Хелаия

22 Feb 2025, 12:56 UTC388 viewsread 10 August 2026

🚀 Подключайся к Veles Trade! 🚀 Хочешь зарабатывать на автоторговле с умным ботом? 💰 Мы разбираем стратегии, тестируем Veles и делимся секретами прибыльного трейдинга! 📊 Готовые стратегии, аналитика, разбор сделок – всё здесь! ⚡️ Присоединяйся и начни торговать как профи! 👉 Это мой новый канал. Переходи прямо сейчас:https://t.me/VelesFinance009

Signed Леван Хелаия

Showing the 12 most recent of 20 posts we hold for @Hash7_009_ge. 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

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.

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 12 November 2026 — this entry's latest reading, not the date you are reading this.

“📊#Hash7: Работайте умнее, а не больше – наш бот делает все за вас!” (@Hash7_009_ge), 72 subscribers as measured 12 November 2026. Telegram Register, tgregister.com/channel/Hash7_009_ge.

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.