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Channel

BATCHES | TEAM' VOICE

@PW_LECTURES_01

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Telegram's recommendations · Cite this entry

5,500subscribers

-63 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 3,162–10,000.

Register entry

Telegram ID-1001503864549
TypeChannel
Username@PW_LECTURES_01
CreatedBetween 1 June 2021 and 31 March 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live6 September 2026
Measurements held10
Confirmed unchanged1 time, most recently 6 September 2026
On Telegramt.me/PW_LECTURES_01

Topic

Education — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 11 August 2026 and assigned it the closest of 31 fixed categories, at 100% 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.

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 word for word on 1 other registered channel. 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
@resonance_instutute_kota_branch/132224 Dec 2025, 15:21 UTC@PW_LECTURES_01/616 · this entry24 Dec 2025, 15:21 UTC1.00under a minute
@resonance_instutute_kota_branch/13244 Jan 2026, 09:24 UTC@PW_LECTURES_01/617 · this entry4 Jan 2026, 09:24 UTC1.00under a minute
@resonance_instutute_kota_branch/135619 Apr 2026, 21:05 UTC@PW_LECTURES_01/634 · this entry15 May 2026, 22:25 UTC1.0026 days
@resonance_instutute_kota_branch/136317 May 2026, 17:11 UTC@PW_LECTURES_01/635 · this entry17 May 2026, 17:11 UTC1.00under a minute
@PW_LECTURES_01/636 · this entry11 Jun 2026, 02:49 UTC@resonance_instutute_kota_branch/136411 Jun 2026, 02:50 UTC1.0072 seconds
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@resonance_instutute_kota_branch5 (5/5 hand-verifiable sample passed)1.00under a minute@resonance_instutute_kota_branch (41)

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 4 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 18 comparable posts for this entry, running 14 June 2025 to 2 July 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).

Across the whole group of 2, the earliest publisher we hold is @resonance_instutute_kota_branch. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_copy, last confirmed 7 August 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.

Also posting the same content

This channel’s posts match, word for word or near enough, posts on 1 other registered channel, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.

Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word 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

5,5005,5635,531.57 August 2026 — 5,563 subscribers7 August 2026 — 5,561 subscribers10 August 2026 — 5,555 subscribers17 August 2026 — 5,551 subscribers20 August 2026 — 5,544 subscribers24 August 2026 — 5,525 subscribers27 August 2026 — 5,524 subscribers29 August 2026 — 5,521 subscribers2 September 2026 — 5,513 subscribers6 September 2026 — 5,500 subscribers7 August 20266 September 2026
10 measurements spanning 30 days, net -63. 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 5,491–5,572 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
6 Sept 2026, 09:175,500-13
2 Sept 2026, 00:145,513-8
29 Aug 2026, 23:045,521-3
27 Aug 2026, 06:255,524-1
24 Aug 2026, 14:065,525-19
20 Aug 2026, 22:185,544-7
17 Aug 2026, 17:065,551-4
10 Aug 2026, 21:415,555-6
7 Aug 2026, 20:585,561-2
7 Aug 2026, 06:455,563first reading

Engagement

20 posts held, back to 14 June 2025the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 8 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 20 posts for this entry, the most recent from 2 July 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime
3m 33s
Average length
53s

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.

Reaction mix

35 reactions across 17 posts, in 3 distinct kinds. The most used accounts for 77.1% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
2777.1%
😁617.1%
👍25.71%

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 17 of the 20 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 35 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 14 June 2025 to 2 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.

Recent posts

2 Jul 2026, 10:00 UTC≈1,680 views1 reactionsread 12 August 2026

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11 Jun 2026, 02:49 UTC≈2,310 views2 reactionsread 12 August 2026
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17 May 2026, 17:11 UTC≈3,110 views1 reactionsread 12 August 2026
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15 May 2026, 22:25 UTC≈2,960 views1 reactionsread 12 August 2026
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15 May 2026, 12:32 UTC≈2,600 views5 reactionsread 12 August 2026
Video

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12 May 2026, 17:09 UTC≈2,460 viewsread 12 August 2026
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26 Mar 2026, 15:46 UTC≈3,890 views4 reactionsread 12 August 2026

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25 Mar 2026, 12:02 UTC≈3,470 views2 reactionsread 12 August 2026

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7 Mar 2026, 21:56 UTC≈3,940 viewsread 12 August 2026
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4 Jan 2026, 09:24 UTC≈4,940 views1 reactionsread 12 August 2026
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24 Dec 2025, 15:21 UTC≈5,080 views3 reactionsread 12 August 2026
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3

Showing the 12 most recent of 20 posts we hold for @PW_LECTURES_01. 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 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.

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.

GATE Wallah - Electrical/Electronics Engineering
@GWElectroandcom · 54,462
Telegram ranks this channel #51 of 66 here — alongside 65 others — read 24 August 2026

This channel appears in 1 seed channel's Telegram-generated recommendation list 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 6 September 2026 — this entry's latest reading, not the date you are reading this.

“BATCHES | TEAM' VOICE” (@PW_LECTURES_01), 5,500 subscribers as measured 6 September 2026. Telegram Register, tgregister.com/channel/PW_LECTURES_01.

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.