3 measurements spanning 3 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 1,033–1,035 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
10 Aug 2026, 16:55
1,033
-2
8 Aug 2026, 00:20
1,035
no change
7 Aug 2026, 16:54
1,035
first reading
Engagement
17 posts held, back to 23 March 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 1 pageof Telegram’s post history, 20 posts per page.
ERR · 30 days
8.49%
avg views ÷ 1,033 subscribers
Avg views / post
87.7
3 posts measured
Reaction rate
1.54%
reactions ÷ views · ER floor
Posts in window
3
of 17 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 1 of 3 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days · latest post in window 28 July 2026
Posts held
17 (23 March 2026 – 28 July 2026)
Views total
263
Reactions total
1
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
8 Aug 2026, 00:20 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
Video runtime
1m 50s
Average length
55s
Measured directly from 2 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.
Reaction mix
11 reactions across 6 posts, in 5 distinct kinds. The most used accounts for 27.3% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
3
27.3%
🫡
3
27.3%
👍
2
18.2%
🙏
2
18.2%
🤣
1
9.09%
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 6 of the 17 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 11reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 17 most recent posts we hold, published 23 March 2026 to 28 July 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.
Пару месяцев назад залез в идею: искать на рынке неэффективности вместе с нейронками.
Звучит красиво. По факту — два месяца, десятки гипотез, ноль выживших.
Но знаешь, что оказалось интереснее самих денег? Понять, почему их там нет.
Рынок не отдаёт просто так. Каждая дырка, которую я находил, уже была занята — кем-то быстрее, умнее или с большим депо.
Нашёл сигнал — а он живёт секунды, и ты в него не успеваешь.
Нашёл…
Наконец-то настроил кучу алертников и понял очевидную вещь: в вакууме каждый из них по отдельности не даёт никакой прибыли. Именно поэтому их и продают в приватках: ТК если б они давали деньги сами по себе, то их никто бы не продавал. А так, любой алертник -- просто красивая машинка, которая стабильно пишет, что вот ситуация, на которой теоретически кто-то мог заработать. Но не ты. А если и ты, то статистически на до…
Заскамился сегодня
Хотя, алертник мой дал сигнал ещё на 3.47кк
Но подумал, что и так дохрена уже
По итогу встал в метеору бидаском на -70 по 8кк
р/р соблюдаю как могу
Сделал себе ещё один алертник, реагирующий на резкое увеличение вольюма
Пока на тесте, но результаты уже радуют глаз
(На дексскринере время UTC, на 3 часа от тайм зоны телеги. Но алерт в одно время с ростом объема)
Average is the price of excuses
Trenches need to trust in something again
+1.4K members in 48 hours
https://x.com/mrbsol/status/2040437202321113482?s=46
Гм начинается в час дня и с заработанных трёх копеек с помощью бота, которого написал с Cloud code opus
Кажется, я двигаюсь к успеху
На тесты, конечно, потрачено куда больше, но перспективы выйти в ноль.. Имеются
А Как вы готовитесь к бычке?
Showing the 12 most recent of 17 posts we hold for @inspector_cat_lab. 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.
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 August 2026 — this
entry's latest reading, not the date you are reading this.
“Записки Инспектора” (@inspector_cat_lab), 1,033 subscribers as measured 10 August 2026. Telegram Register, tgregister.com/channel/inspector_cat_lab.
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.