#Survivorship_bias_method
👍3

Channel
@d1ply
On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Posts · Cite this entry
8subscribers
-2 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of Under 1,000.
| Telegram ID | -1002396674458 |
|---|---|
| Type | Channel |
| Username | @d1ply |
| Created | 23 January 2025 — measured — dated from the channel’s first post |
| First recorded | 12 August 2026 |
| Last confirmed live | 4 October 2026 |
| Measurements held | 4 |
| Confirmed unchanged | 4 times, most recently 4 October 2026 |
| On Telegram | t.me/d1ply |
Education — 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 2 October 2026 and assigned it the closest of 31 fixed categories, at 65% 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.
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 31 Aug 2026, 15:36 | 8 | -1 |
| 15 Aug 2026, 17:58 | 9 | -1 |
| 12 Aug 2026, 09:46 | 10 | no change |
| 7 Aug 2026, 17:53 | 10 | first reading |
11 posts held, back to 23 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 11 posts for this entry, the most recent from 20 November 2025. An engagement rate over an empty window would be a number about nothing.
Measured directly from 3 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.
47 reactions across 9 posts, in 2 distinct kinds. The most used accounts for 57.4% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| 🔥 | 27 | 57.4% | |
| 👍 | 20 | 42.6% |
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 10 of the 11 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 47 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 11 most recent posts we hold, published 23 January 2025 to 20 November 2025, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.
#Survivorship_bias_method
👍3
#Kaizen_method
🔥3👍1
Boshidan boshlashlik emas kelgan joyidan davom ettirishlik kerak. Bir ishda xato qilding, xato sabab boshidan boshlama, kelgan joyidan davom ettir. Negaki davom ettirarkansan xatolaringni toģrilash imkoni paydo bolishligi mumkin. Oqibatga ham tezroq yetib borasan. Hayotingda qilishing kerak bolgan boshqa ishlargaham ulgurasan. Boshida boshlarkansan vaqting ketadi, manzil uzoqlashadi, qayta boshlagani ishtiyoq topasa…
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Oxirini yodda tutgan holda boshlang, aynan qayerda yakunlashni hoxlaysiz, buni aniq biling. Muvaffaqiyat narvonidan ko'tirlib borarkansiz narvon tog'ri binoga suyanib turganini biling.
👍3
Manzilinga tezroq bormoqchi bo`lsang yolg`iz xarakat qil.
🔥4
Tinch xona, bitta divan, deraza ortida manzara, dars stol-stuli. Meni fikrimcha nimanidir o`rganishlik uchun eng zo`r joy shu.
👍2🔥2
By the book❗️
Hayoting uchun o'zgartirish olib kiradigon ishni qilishdan qo'rqasan. O'ylaysanki xato qilasan. Qilgan xatolaring sen va senga tegishli bo'lganlarga zaror yetgazishidan qo'rqasan va shu narsa aniqki xatoying sendan xotirjamlikni o'g'irlaydi, buni esa xohlamaysan. Lekin bu dunyo seni xato qilishingni xohlaydi. Agar sen xato qilmasang bu dunyo seni o'z o'yin maydonidan chiqarib yuboradi, yani o'liklar dunyosiga. Sen …
🔥2
Hechkim sen uchun to'lovlaringni qilib bermaydi. Sen uchun hechkim ishlab ham bermaydi, sen tanigan boy akaxonlaringni ham sendan boshqa muammolari yetarli. Osmondan bir chamadon pul tushmasligi ham aniq. Otang yoki akangni ham bir kun sen uchun yordami tugaydi. Sen arxitektursan, hayot esa muhandis. Sen hozir chizmalaring uchun qancha ko'p vaqt sariflab, mukkammallashtirsang hayot shuncha chiroyli bino qurib beradi…
👍6🔥5
Bir kun emas bugun boshla.
🔥6👍1
Channel created
Showing the 11 most recent of 11 posts we hold for @d1ply. 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.
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 31 August 2026 — this entry's latest reading, not the date you are reading this.
“DeeP” (@d1ply), 8 subscribers as measured 31 August 2026. Telegram Register, tgregister.com/channel/d1ply.
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.