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Channel

V V TNPSC ACADEMY

@vvonlinetest

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

28,378subscribers

+162 since we began measuring on 8 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1001488251042
TypeChannel
Username@vvonlinetest
Descriptionநம் இலக்கு அரசு பணி
CreatedBetween 1 April 2019 and 30 September 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live7 November 2026
Measurements held58
Confirmed unchanged1 time, most recently 7 November 2026
On Telegramt.me/vvonlinetest

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 10 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 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 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 (4 of the pairs behind the counts below)
Posted firstThenOverlapGap
@vvonlinetest/5304 · this entry5 Aug 2026, 04:16 UTC@vvtnpscbooks/19355 Aug 2026, 04:16 UTC1.00under a minute
@vvtnpscbooks/19446 Aug 2026, 07:17 UTC@vvonlinetest/5308 · this entry6 Aug 2026, 07:17 UTC1.00under a minute
@vvonlinetest/5309 · this entry6 Aug 2026, 09:21 UTC@vvtnpscbooks/19456 Aug 2026, 09:21 UTC1.00under a minute
@vvonlinetest/5310 · this entry7 Aug 2026, 03:08 UTC@vvtnpscbooks/19477 Aug 2026, 03:08 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@vvtnpscbooks5 (5/5 hand-verifiable sample passed)1.00under a minutethis entry (4–1)

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. 1 of the 1 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.

“Published first” means first in this corpus. We hold 8 comparable posts for this entry, running 4 August 2026 to 7 August 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 @vvonlinetest — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_source, last confirmed 8 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

28,21628,44028,3288 August 2026 — 28,216 subscribers8 August 2026 — 28,222 subscribers10 August 2026 — 28,231 subscribers11 August 2026 — 28,241 subscribers12 August 2026 — 28,251 subscribers13 August 2026 — 28,253 subscribers14 August 2026 — 28,293 subscribers17 August 2026 — 28,309 subscribers18 August 2026 — 28,312 subscribers20 August 2026 — 28,327 subscribers21 August 2026 — 28,340 subscribers22 August 2026 — 28,356 subscribers24 August 2026 — 28,370 subscribers25 August 2026 — 28,368 subscribers26 August 2026 — 28,366 subscribers27 August 2026 — 28,375 subscribers28 August 2026 — 28,365 subscribers28 August 2026 — 28,371 subscribers29 August 2026 — 28,377 subscribers30 August 2026 — 28,379 subscribers31 August 2026 — 28,380 subscribers1 September 2026 — 28,390 subscribers3 September 2026 — 28,395 subscribers5 September 2026 — 28,430 subscribers8 September 2026 — 28,440 subscribers11 September 2026 — 28,418 subscribers13 September 2026 — 28,396 subscribers14 September 2026 — 28,386 subscribers16 September 2026 — 28,369 subscribers19 September 2026 — 28,351 subscribers25 September 2026 — 28,372 subscribers4 October 2026 — 28,418 subscribers8 October 2026 — 28,379 subscribers13 October 2026 — 28,343 subscribers14 October 2026 — 28,330 subscribers15 October 2026 — 28,318 subscribers16 October 2026 — 28,319 subscribers17 October 2026 — 28,331 subscribers18 October 2026 — 28,333 subscribers19 October 2026 — 28,323 subscribers20 October 2026 — 28,324 subscribers22 October 2026 — 28,307 subscribers23 October 2026 — 28,295 subscribers24 October 2026 — 28,293 subscribers25 October 2026 — 28,281 subscribers26 October 2026 — 28,277 subscribers27 October 2026 — 28,268 subscribers28 October 2026 — 28,272 subscribers29 October 2026 — 28,273 subscribers30 October 2026 — 28,276 subscribers31 October 2026 — 28,278 subscribers1 November 2026 — 28,271 subscribers2 November 2026 — 28,296 subscribers3 November 2026 — 28,361 subscribers4 November 2026 — 28,373 subscribers5 November 2026 — 28,384 subscribers6 November 2026 — 28,386 subscribers7 November 2026 — 28,378 subscribers28,3788 August 20267 November 2026
58 measurements spanning 91 days, net +162. 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 28,182–28,474 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 58
Measured (UTC)SubscribersChange
7 Nov 2026, 10:3928,378-8
6 Nov 2026, 13:4028,386+2
5 Nov 2026, 12:3528,384+11
4 Nov 2026, 10:5828,373+12
3 Nov 2026, 09:5528,361+65
2 Nov 2026, 07:0128,296+25
1 Nov 2026, 05:3028,271-7
31 Oct 2026, 05:4728,278+2
30 Oct 2026, 06:1828,276+3
29 Oct 2026, 05:5728,273+1
28 Oct 2026, 06:5928,272+4
27 Oct 2026, 06:2028,268-9
26 Oct 2026, 04:5928,277-4
25 Oct 2026, 01:5028,281-12
24 Oct 2026, 02:2928,293-2
23 Oct 2026, 01:4128,295-12
22 Oct 2026, 02:5128,307-17
20 Oct 2026, 19:2928,324+1
19 Oct 2026, 21:1628,323-10
18 Oct 2026, 20:3128,333first reading

Engagement

242 posts held, back to 3 August 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 146 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
16.9%
avg views ÷ 28,378 subscribers
Avg views / post
4,800
91 posts measured
Reaction rate
0.095%
reactions ÷ views · ER floor
Posts in window
91
of 242 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 63 of 91 measured posts that carry a reaction reading, and over those same posts' views.

What these figures were computed from
WindowRolling 30 days · latest post in window 8 November 2026
Posts held242 (3 August 2026 – 8 November 2026)
Views total437,116
Reactions total313
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken8 Nov 2026, 01:50 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

Photos
≈1,320
Videos
≈13
Links
≈2,530

Lifetime counters from Telegram’s own channel header, read 8 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.

Reaction mix

831 reactions across 151 posts, in 8 distinct kinds. The most used accounts for 51.4% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤42751.4%
👍19523.5%
🔥9911.9%
💯374.45%
🙏313.73%
👌283.37%
👏131.56%
🥰10.12%

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 165 of the 242 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 831 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 242 most recent posts we hold, published 3 August 2026 to 8 November 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

Telegram’s own ‘edited’ marker: 5 of 91 posts held from the last 30 days (5.49%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

6 Nov 2026, 17:30 UTC≈2,850 views8 reactionsread 8 November 2026

Group 4 தேர்வுக்குள் Top 100 important GS topic முடிப்பதே இலக்கு இதில் இருந்து கட்டாயம் வினாக்கள் வரும் முழுமையாக தற்போது Tnpsc Trending வினாதாளுக்கு ஏற்றது போல Analysis செய்து வீடியோ தருகிறோம் முதலில் இருந்தே படித்து வந்தால் GS ல் நல்ல மதிப்பெண் பெற முடியும் உங்கள் அரசு பணி இலட்சியத்தில் எனது பங்களிப்பாக நிச்சயம் இந்த 100 Topic இருக்கும். 100 Topic Play list 👇 https://youtube.com/playlist?list=PLZ9TONspN8x8&si=TMYZ…

❤5👍3

6 Nov 2026, 03:32 UTC≈3,860 views4 reactionsread 8 November 2026
Photo

Photo, posted without a caption

❤4

6 Nov 2026, 00:08 UTC≈3,990 views1 reactionsread 8 November 2026

100 Topic Play list 👇 https://youtube.com/playlist?list=PLZ9TONspN8x8&si=TMYZbQOb3wX_0kyE 100 Topic Series - Pdf Download - Watch Full Video 👇 https://youtu.be/NSRgNQW3Ic0 Join Link 👇 https://vvtnpscacademy.com/questions-area-80-topics/

❤1

5 Nov 2026, 16:19 UTC≈1,970 views2 reactionsread 8 November 2026
Photo

100 Topic plan - நாளைய வீடியோ பதிவு. - Outsource ka.venkatesan

🔥2

5 Nov 2026, 04:09 UTC≈4,640 views0 reactionsread 8 November 2026

100 Topic Play list 👇 https://youtube.com/playlist?list=PLZ9TONspN8x8&si=TMYZbQOb3wX_0kyE 100 Topic Series - Pdf Download - Watch Full Video 👇 https://youtu.be/NSRgNQW3Ic0 Join Link 👇 https://vvtnpscacademy.com/questions-area-80-topics/

5 Nov 2026, 00:47 UTC≈4,820 views2 reactionsread 8 November 2026

தற்போது நடந்த Group II, IIA தேர்வில் இந்த வீடியோவில் இருந்து 2 வினாக்கள் T.M. நாயர் மற்றும் ஜஸ்டிஸ் பத்திரிகைபற்றி கேட்கப்பட்டுள்ளது 👇 https://youtu.be/zL_V5fb72Ss

❤2

4 Nov 2026, 16:47 UTC≈5,060 views2 reactionsread 8 November 2026
Photo

Photo, posted without a caption

❤1👍1

4 Nov 2026, 15:40 UTC≈4,840 viewsread 8 November 2026
Photo

https://vvtnpscacademy.com/product/pre-booking-tnpsc-group-i-ii-iia-iv-all-exams-tamilnadu-development-administration-public-administration-economics-prof-ilayaraja-kannan/

Showing the 12 most recent of 242 posts we hold for @vvonlinetest. 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

Republished by

Channels on the register that have forwarded this channel's posts into their own feed.

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.

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.

Er.THANGAMUTHU UPDATES
@Thangamuthustudycircle · 107,949
Telegram ranks this channel #2 of 88 here — alongside 87 others — read 17 August 2026
Minnal vega kanitham
@minnalvegakanitham · 141,055
Telegram ranks this channel #3 of 85 here — alongside 84 others — read 14 August 2026
KARPATHU IAS Academy Official ™∞
@KarpathuIAS · 38,122
Telegram ranks this channel #5 of 70 here — alongside 69 others — read 31 August 2026
🏆DHRONA ACADEMY-OFFICIAL🌀
@dhronamission2022 · 90,253
Telegram ranks this channel #7 of 68 here — alongside 67 others — read 19 August 2026
Athiyaman Academy-TNPSC
@athiyamantnpsc · 21,189
Telegram ranks this channel #11 of 72 here — alongside 71 others — read 24 September 2026
TNPSC 2 LIFE
@tnpsc2life2 · 50,485
Telegram ranks this channel #11 of 74 here — alongside 73 others — read 25 August 2026
ஆட்சித்தமிழ் ஐ.ஏ.எஸ் அகாடெமி
@aatchithamizh · 94,829
Telegram ranks this channel #11 of 79 here — alongside 78 others — read 16 August 2026
Exam Guru Kali
@examgurukali · 39,244
Telegram ranks this channel #13 of 76 here — alongside 75 others — read 2 September 2026
STUDY WITH DHARSHINI📖🖌
@studywithdharshini · 46,745
Telegram ranks this channel #13 of 80 here — alongside 79 others — read 27 August 2026
SAIS ACADEMY OFFICIAL
@SAISACADEMY · 126,289
Telegram ranks this channel #13 of 83 here — alongside 82 others — read 14 August 2026
TNPSC FREE TEST BATCH AND MATERIALS 👍
@kalviyeaayudhamm · 19,819
Telegram ranks this channel #15 of 76 here — alongside 75 others — read 1 October 2026
Tnpsc_tamil_and_gk_tamil
@tnpsctamilandgktamil · 79,509
Telegram ranks this channel #16 of 78 here — alongside 77 others — read 19 August 2026
TNPSC Time to ready
@tnpsctimetoready · 22,420
Telegram ranks this channel #19 of 80 here — alongside 79 others — read 24 September 2026
Tnpsc Handwritten
@tnpsc_handwritten · 20,963
Telegram ranks this channel #21 of 62 here — alongside 61 others — read 23 September 2026
Dr APJ Free Coaching Centre
@APJFreeCoachingCentre · 98,701
Telegram ranks this channel #22 of 88 here — alongside 87 others — read 16 August 2026
Kavin Tnpsc Academy
@kavintnpsc · 46,509
Telegram ranks this channel #25 of 75 here — alongside 74 others — read 26 August 2026
TnpscBooks
@tnpscbooks_Official · 247,294
Telegram ranks this channel #28 of 79 here — alongside 78 others — read 14 August 2026
IMPULSE TNPSC
@ImpulseCoachingInstitute · 54,781
Telegram ranks this channel #32 of 76 here — alongside 75 others — read 23 August 2026
TAF IAS ACADEMY
@tafiasacademy · 209,068
Telegram ranks this channel #32 of 90 here — alongside 89 others — read 14 August 2026
THANIORUVAN CA -TNPSC OFFICIAL
@ThaniOruvanCA · 36,587
Telegram ranks this channel #33 of 83 here — alongside 82 others — read 1 September 2026
WIN & SHINE IAS
@WINSHINEIASYOUTUBE · 41,346
Telegram ranks this channel #35 of 81 here — alongside 80 others — read 30 August 2026
Tnpsc_Pre_Coaching
@tnpsc_pre_coaching · 256,829
Telegram ranks this channel #37 of 85 here — alongside 84 others — read 14 August 2026
Suresh' IAS Academy 📒📔📗📘
@sureshiasacademy · 97,639
Telegram ranks this channel #39 of 89 here — alongside 88 others — read 16 August 2026
TNPSC Notes
@tnpscstudygroup · 60,250
Telegram ranks this channel #41 of 79 here — alongside 78 others — read 22 August 2026

This channel appears in 27 seed channels' Telegram-generated recommendation lists in total, of which the 24 where it ranks highest are shown above. 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 7 November 2026 — this entry's latest reading, not the date you are reading this.

“V V TNPSC ACADEMY” (@vvonlinetest), 28,378 subscribers as measured 7 November 2026. Telegram Register, tgregister.com/channel/vvonlinetest.

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.