5 Aug 2026, 07:20 UTC328 views19 reactionsread 7 August 2026
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🕵 Когда начал пользоваться Жирой и уже на опыте планировать свои задачи...
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Channel
Детектив данных
@detective_data
On this record: Topic · Growth · Engagement · Reactions · Posts · Citations · Telegram's recommendations · Cite this entry
2,800subscribers
-29 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of 1,000–3,162.
Register entry
| Telegram ID | -1001731339682 |
|---|---|
| Type | Channel |
| Username | @detective_data |
| Created | Between 1 December 2021 and 30 April 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 7 August 2026 |
| Last confirmed live | 19 September 2026 |
| Measurements held | 11 |
| Confirmed unchanged | 1 time, most recently 19 September 2026 |
| On Telegram | t.me/detective_data |
Topic
Technology — 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 15 September 2026 and assigned it the closest of 31 fixed categories, at 85% 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.
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 19 Sept 2026, 01:56 | 2,800 | -20 |
| 14 Sept 2026, 13:20 | 2,820 | -7 |
| 10 Sept 2026, 20:19 | 2,827 | -4 |
| 1 Sept 2026, 12:12 | 2,831 | +2 |
| 29 Aug 2026, 09:03 | 2,829 | +2 |
| 26 Aug 2026, 13:04 | 2,827 | -4 |
| 23 Aug 2026, 07:47 | 2,831 | +2 |
| 10 Aug 2026, 21:51 | 2,829 | +1 |
| 7 Aug 2026, 13:34 | 2,828 | -1 |
| 7 Aug 2026, 06:45 | 2,829 | no change |
| 7 Aug 2026, 06:33 | 2,829 | first reading |
Engagement
14 posts held, back to 12 February 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 2 pages 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 14 posts for this entry, the most recent from 5 August 2026. An engagement rate over an empty window would be a number about nothing.
Reaction mix
364 reactions across 14 posts, in 17 distinct kinds. The most used accounts for 19.8% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| custom 5424972470023104089 | 72 | 19.8% | |
| 🤣 | 39 | 10.7% | |
| custom 5442699814393386873 | 38 | 10.4% | |
| 👍 | 37 | 10.2% | |
| 🐳 | 33 | 9.07% | |
| ❤ | 27 | 7.42% | |
| 😁 | 25 | 6.87% | |
| 👻 | 22 | 6.04% | |
| custom 4988169623095476855 | 18 | 4.95% | |
| 💔 | 12 | 3.30% | |
| custom 5341498088408234504 | 11 | 3.02% | |
| 🆒 | 7 | 1.92% | |
| 🤩 | 7 | 1.92% | |
| ✍ | 6 | 1.65% | |
| 😭 | 5 | 1.37% | |
| ❤🔥 | 4 | 1.10% | |
| 👏 | 1 | 0.275% |
Custom emoji. 4 of the rows above are Telegram custom emoji, which the public preview renders as an element carrying only a numeric id — no character, and no image we can reach. The id is printed as-is rather than substituted with a look-alike glyph, because a stand-in would be our invention showing where a measurement should be. The counts beside them are Telegram’s.
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 14 of the 14 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 364 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 14 most recent posts we hold, published 12 February 2026 to 5 August 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
27 Jul 2026, 11:43 UTC720 views17 reactionsread 7 August 2026
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🕵 Всем доброго понедельника. Давно не писал. На работе тихо спокойно. В жизни тоже) Решил поделиться новым для себя способом решения одной из рабочих задач. 😵 Достался мне по наследству один из отчётов. Большой не очень красивый, тяжёлый многоэксельный, и довольно полезный для бизнеса. Вроде все автоматизированно, через питон скрипт, но занимает много ресурсов и отвлекает от другой работы. 💸 И в один прекрасный де…
custom 54249724700231040898❤4👍3❤🔥1🐳1
3 Jun 2026, 07:56 UTC≈1,240 views29 reactionsread 7 August 2026
🕵 Всем привет, что-то я давно тут не писал. Чуть стрессую, депрессую, и вроде как даже встретил свою первую паническую Натаху.👾 Наткнулся тут на информацию о чудесной визе цифрового кочевника.🧑💻 Я конечно не кочевник (детям нужна оседлость), да и тем более не супер путешественник, но инфа то в целом интересная: 3 года шенгена, без налогов и обязательного проживания. Условия – доход 💰 (найм/ИП) + накопления, стаж …
💔12✍6custom 49881696230954768554❤3🐳2👍2
4 May 2026, 08:59 UTC≈1,730 views17 reactionsread 7 August 2026
🕵 Кстати залил библиотеку на гит, теперь я как настоящий программист, дарю свой код людям и нейросетям) Чтобы воспользоваться , просто установите её в своем проекте: # Сначала устанавливаем библиотеку %pip install git+https://github.com/detective-data/detective.git # Затем вызываем и можем пользоваться from detective import det_sum import pandas as pd # det_sum(ваш датафрейм без кавычек, "названия столбца для наб…
custom 54249724700231040898🐳4👍2custom 54426998143933868732🆒1
14 Apr 2026, 08:00 UTC≈2,260 views13 reactionsread 7 August 2026
🎉 Результаты розыгрыша: 🏆 Победители: 1. Никита данные: КН Нафлик 2. Виктория игра в цифры 3. Дмитрий Кристина в стране диаграмм 4. Natali основы Python 5. Неля Агата Кристи ✔️Проверить результаты
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13 Apr 2026, 07:58 UTC≈2,030 views18 reactionsread 7 August 2026
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✨ А на канале прибавилось ещё 500 человек, а вы молчите) 💥 Спасибо что вы со мной! В этот раз для розыгрыша, решил добавить небольшой детектив (сколько можно учить питон?) и уникальный лот - детская книга по визуализации данных с пожеланием от автора книги (помните я был в жюри на конкурсе) Итоги розыгрыша будут подведены автоматически через сутки. Будет выбрано пять победителей: каждый победитель в порядке очеред…
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13 Apr 2026, 07:54 UTC≈1,540 views8 reactionsread 7 August 2026
😉 Пост для лайков, комментариев и стикеров к розыгрышу. Обращаю внимание что для участия в конкурсе нужно просто нажать на кнопку "Я в деле" в следующем посту, и быть подписанным на канал. Комментарии будут задействованы если победитель откажется от приза ⭕️ И в честь того что нас становится все больше. Объявляю о начале функционирования чата канала. Будет потихоньку расти (надеюсь с каждым новым постом)) ✨ Всту…
❤4custom 54426998143933868732🐳1custom 54249724700231040891
1 Apr 2026, 05:51 UTC≈1,660 views23 reactionsread 7 August 2026
Я конечно понимаю, работа. Но созвон на 9 утра....
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26 Mar 2026, 17:58 UTC≈2,010 views48 reactionsread 7 August 2026
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🕵♂ В жизни у каждого биайщика наступает момент (я так думаю), когда нужно срочно запилить дашборд с тёмной темой, как новый Северус Снейп от "HBO". 🥂 Вот и я выкатил в прод свой первый "black dashboard" Ставьте ✨ если вы дитя подземелий Или 👻 если вы адепт света 📎А вы когда нибудь строили тёмные дашборды? 👎🤫💯 ℹ️ℹ️ℹ️ ❗️❗️❗️ ‼️‼️‼️ ВСЕ ДАННЫЕ НА ДАШБОРДЕ ВЫМЫШЛЕННЫ И СГЕНЕРИРОВАНЫ СЛУЧАЙНО
👻22custom 544269981439338687318👍5custom 54249724700231040892🐳1
10 Mar 2026, 19:49 UTC≈2,120 views30 reactionsread 7 August 2026
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🕵♂️ Сводка аналитического наблюдения за объектом таблицы. 👋 Всем вечера доброго - пишу из отпуска - тут замечательно, и сразу хочется написать какой-нибудь интересный пост! #детектив_питонит 🔍 По работе довольно много времени провожу в питоне и абсолютно всегда нужно контролировать чтобы в процессе работы с данными - эти данные не упустить, и если так произошло, то понять в какой момент нужно за ними вернуться. 🔍…
custom 544269981439338687312❤7custom 54249724700231040895custom 49881696230954768553👍2🐳1
4 Mar 2026, 07:59 UTC≈1,890 views58 reactionsread 7 August 2026
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Страх #34552 Перепутать чат гпт с рабочим чатом.
🤣39🤩6🐳4❤3custom 54249724700231040893custom 54426998143933868732custom 53414980884082345041
22 Feb 2026, 12:37 UTC≈2,150 views32 reactionsread 7 August 2026
🧐 А у вас тоже бывает, если в выходной во сне придумали новый график классно подходящий по контексту, или какой-нибудь метод решения другой задачи, и с утра несётесь к компу, чтобы непременно прямо сейчас это реализовать? 🥸 Или вы нормальные?
custom 498816962309547685511custom 542497247002310408911😁4custom 53414980884082345043👍2🐳1
Showing the 12 most recent of 14 posts we hold for @detective_data. 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.
Mentions
Named by 2 registered channels — 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.
Names
Channels on the register whose handles appear in this channel's posts.
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.
Appears in Telegram’s recommendations for other channels
The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.
Noukash
@noukashblog · 21,622
Telegram ranks this channel #11 of 95 here — alongside 94 others — read 23 September 2026
@noukashblog · 21,622
Telegram ranks this channel #11 of 95 here — alongside 94 others — read 23 September 2026
Секреты аналитики | Data Science, BI, Tableau
@analytics_secrets · 46,900
Telegram ranks this channel #41 of 85 here — alongside 84 others — read 27 August 2026
@analytics_secrets · 46,900
Telegram ranks this channel #41 of 85 here — alongside 84 others — read 27 August 2026
karpov.courses
@KarpovCourses · 27,446
Telegram ranks this channel #53 of 96 here — alongside 95 others — read 10 September 2026
@KarpovCourses · 27,446
Telegram ranks this channel #53 of 96 here — alongside 95 others — read 10 September 2026
Data Engineering Zoomcamp
@dezoomcamp · 30,327
Telegram ranks this channel #54 of 69 here — alongside 68 others — read 15 September 2026
@dezoomcamp · 30,327
Telegram ranks this channel #54 of 69 here — alongside 68 others — read 15 September 2026
ЭКСЕЛЬХАК
@excelhackru · 73,606
Telegram ranks this channel #62 of 87 here — alongside 86 others — read 19 August 2026
@excelhackru · 73,606
Telegram ranks this channel #62 of 87 here — alongside 86 others — read 19 August 2026
This channel appears in 5 seed channels' Telegram-generated recommendation lists in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.
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 19 September 2026 — this entry's latest reading, not the date you are reading this.
“Детектив данных” (@detective_data), 2,800 subscribers as measured 19 September 2026. Telegram Register, tgregister.com/channel/detective_data.
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.