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Channel

CA Foundation Notes ✅

@canotes_foundation

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

42,169subscribers

-193 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 31,623–100,000.

Register entry

Telegram ID-1001374950363
TypeChannel
Username@canotes_foundation
CreatedBetween 1 March 2018 and 31 July 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live2 September 2026
Measurements held27
Confirmed unchanged1 time, most recently 2 September 2026
On Telegramt.me/canotes_foundation

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 97% 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. They sit inside a group of 3 channels that share the same post bodies with each other. 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 (2 of the pairs behind the counts below)
Posted firstThenOverlapGap
@canotes_foundation/33930 · this entry29 Jul 2026, 17:02 UTC@canotes_final/5684329 Jul 2026, 17:02 UTC1.00under a minute
@canotes_foundation/33931 · this entry30 Jul 2026, 02:28 UTC@canotes_final/5684430 Jul 2026, 02:28 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@canotes_final7 (7/7 hand-verifiable sample passed)1.00under a minutethis entry (61)

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 0 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 13 comparable posts for this entry, running 29 July 2026 to 8 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 3, the earliest publisher we hold is @Jobs4CA. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_mutual, 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 2 other registered channels, 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

42,16942,37142,2706 August 2026 — 42,362 subscribers6 August 2026 — 42,371 subscribers7 August 2026 — 42,363 subscribers8 August 2026 — 42,358 subscribers9 August 2026 — 42,345 subscribers10 August 2026 — 42,330 subscribers11 August 2026 — 42,320 subscribers12 August 2026 — 42,350 subscribers13 August 2026 — 42,352 subscribers14 August 2026 — 42,333 subscribers16 August 2026 — 42,351 subscribers17 August 2026 — 42,342 subscribers18 August 2026 — 42,329 subscribers19 August 2026 — 42,340 subscribers20 August 2026 — 42,355 subscribers21 August 2026 — 42,333 subscribers23 August 2026 — 42,309 subscribers24 August 2026 — 42,284 subscribers25 August 2026 — 42,263 subscribers26 August 2026 — 42,262 subscribers27 August 2026 — 42,271 subscribers28 August 2026 — 42,267 subscribers29 August 2026 — 42,243 subscribers30 August 2026 — 42,228 subscribers31 August 2026 — 42,213 subscribers1 September 2026 — 42,191 subscribers2 September 2026 — 42,169 subscribers6 August 20262 September 2026
27 measurements spanning 28 days, net -193. 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 42,139–42,401 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 27
Measured (UTC)SubscribersChange
2 Sept 2026, 20:3842,169-22
1 Sept 2026, 15:2642,191-22
31 Aug 2026, 16:2642,213-15
30 Aug 2026, 15:0342,228-15
29 Aug 2026, 17:2342,243-24
28 Aug 2026, 17:0542,267-4
27 Aug 2026, 14:1542,271+9
26 Aug 2026, 12:4342,262-1
25 Aug 2026, 15:1842,263-21
24 Aug 2026, 14:5442,284-25
23 Aug 2026, 00:2642,309-24
21 Aug 2026, 14:3842,333-22
20 Aug 2026, 12:1242,355+15
19 Aug 2026, 10:3542,340+11
18 Aug 2026, 11:1242,329-13
17 Aug 2026, 13:4542,342-9
16 Aug 2026, 09:0442,351+18
14 Aug 2026, 22:1742,333-19
13 Aug 2026, 11:4842,352+2
12 Aug 2026, 09:4442,350first reading

Engagement

36 posts held, back to 29 July 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 29 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
5.86%
avg views ÷ 42,169 subscribers
Avg views / post
2,470
25 posts measured
Reaction rate
0.123%
reactions ÷ views · ER floor
Posts in window
25
of 36 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 20 of 25 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 17 August 2026
Posts held36 (29 July 202617 August 2026)
Views total61,805
Reactions total61
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken18 Aug 2026, 12:09 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.

Reaction mix

78 reactions across 23 posts, in 5 distinct kinds. The most used accounts for 91.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
7191.0%
🔥33.85%
👍22.56%
🤔11.28%
🤬11.28%

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 29 of the 36 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 99 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 36 most recent posts we hold, published 29 July 2026 to 17 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

17 Aug 2026, 17:47 UTC575 views3 reactionsread 18 August 2026
Forwarded from @canotesPhoto

CA Foundation & Inter ADMIT CARD released for September 2026 Exams Foundation https://eservices.icai.org//EForms/configuredHtml/1666/71696/login.html Inter https://eservices.icai.org//EForms/configuredHtml/1666/71729/login.html ◈◉◎┄┅══❂❣️❂══┅┄◎​◉◈ ┍━━━━━═░★░═━━━━┑ ✪ ➻ https://t.me/canotes ℑoin us 🔜 ✪ ➻ t.me/canotes_ipcc ℑoin us 🔜 ✪ ➻ t.me/canotes_final ℑoin us 🔜

3

17 Aug 2026, 11:30 UTC≈1,170 views2 reactionsread 18 August 2026

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16 Aug 2026, 03:53 UTC≈1,910 views3 reactionsread 18 August 2026
Forwarded from @DiscountdealsLelo

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3

16 Aug 2026, 03:47 UTC≈1,870 viewsread 18 August 2026
Forwarded from @DiscountdealsLelo

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15 Aug 2026, 08:11 UTC≈2,270 viewsread 18 August 2026

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15 Aug 2026, 03:46 UTC≈2,140 views7 reactionsread 18 August 2026
File

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15 Aug 2026, 03:18 UTC≈1,890 views11 reactionsread 18 August 2026
Forwarded from @canotes

Happy Independence Day 🫡 🇮🇳🇮🇳

11

14 Aug 2026, 14:00 UTC≈1,820 views2 reactionsread 18 August 2026

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14 Aug 2026, 14:00 UTC≈2,210 views2 reactionsread 18 August 2026
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14 Aug 2026, 14:00 UTC≈1,680 views0 reactionsread 18 August 2026
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14 Aug 2026, 10:15 UTC≈1,950 views1 reactionsread 18 August 2026
Photo

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14 Aug 2026, 09:05 UTC≈1,910 viewsread 18 August 2026

Anyone kindly share sept Mtps if they downloaded @CAFoundationStudentsBot

Showing the 12 most recent of 36 posts we hold for @canotes_foundation. 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.

Citation-graph rank

Citation-graph rank — 210,316 of 1,629,571 entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.

Forward network

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.

Mentions

Named by 6 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.

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.

Channels Telegram recommends alongside this one

Telegram’s own answer, not this register’s. When this register asks Telegram’s API what is similar to this channel, this is the list it returns, in the exact order Telegram returns it — never re-sorted by subscribers or by anything else this register measures. The relationship, and the order, are Telegram’s; we record them and date them, and make no claim of our own about which of these channels actually resemble this one.

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Read from Telegram’s recommendation API, most recently 29 August 2026. Telegram holds a list like this for a small and growing share of the register — how this is measured, and why most channel pages show nothing here.

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.

CA Wallah - Official PW Account
@CAwallahbypw · 79,645
Telegram ranks this channel #2 of 81 here — alongside 80 others — read 19 August 2026
Akash Agrawal #TheMathsTutor
@AkashAgrawalTheMathsTutor · 37,986
Telegram ranks this channel #4 of 75 here — alongside 74 others — read 31 August 2026
Commerce Tuition Classes CTC @CTCClasses
@CommerceTuitionClassesCTC · 36,260
Telegram ranks this channel #6 of 65 here — alongside 64 others — read 1 September 2026
Chartered studies
@chartered_studies · 103,051
Telegram ranks this channel #7 of 81 here — alongside 80 others — read 19 August 2026
CA Hardik Manchanda
@targetcafoundation · 59,459
Telegram ranks this channel #9 of 75 here — alongside 74 others — read 23 August 2026
The Institute of Chartered Accountants of India, ICAI
@theicai · 104,778
Telegram ranks this channel #9 of 89 here — alongside 88 others — read 19 August 2026
CA Jobs, CA Articleship Vacancies & Placement
@Jobs4CA · 43,809
Telegram ranks this channel #10 of 97 here — alongside 96 others — read 28 August 2026
CA Inter Notes
@CAnotes_ipcc · 45,683
Telegram ranks this channel #10 of 89 here — alongside 88 others — read 27 August 2026
MVSIR Classes
@camvsir · 44,719
Telegram ranks this channel #15 of 82 here — alongside 81 others — read 28 August 2026
PW Commerce Wallah Official
@OfficialCommercewallah · 45,384
Telegram ranks this channel #16 of 55 here — alongside 54 others — read 27 August 2026
Learn with Pranav
@learnwithpranav · 44,493
Telegram ranks this channel #17 of 82 here — alongside 81 others — read 28 August 2026
Swapnil Patni's classes
@swapnilpatniclasses · 74,308
Telegram ranks this channel #23 of 89 here — alongside 88 others — read 19 August 2026
ACT-Arjun Chhabra Tutorial
@ACTArjunChhabraTutorial · 38,842
Telegram ranks this channel #25 of 76 here — alongside 75 others — read 31 August 2026
CA Final Notes ✅
@canotes_final · 50,644
Telegram ranks this channel #64 of 87 here — alongside 86 others — read 25 August 2026

This channel appears in 14 seed channels' Telegram-generated recommendation lists in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.

Domains linked from posts

7 domains this channel’s own posts have linked to, measured by scanning the post bodies themselves — not the channel’s description, which is the separate Declared links section below when this entry has one. Appearing here is not a claim about who runs the linked site or why the channel linked to it; an advertisement, a news citation and a malicious link all leave the same kind of row.

youtu.be9 posts · 3 August 2026 – 3 August 2026 · example post
link.amazon7 posts · 31 July 2026 – 7 August 2026 · example post
www.youtube.comregistrable domain: youtube.com4 posts · 2 August 2026 – 3 August 2026 · example post
www.icai.orgregistrable domain: icai.org3 posts · 31 July 2026 – 2 August 2026 · example post
youtube.com2 posts · 29 July 2026 – 7 August 2026 · example post
amzn.to1 post · 2 August 2026 – 2 August 2026 · example post
www.mvsir.inregistrable domain: mvsir.in1 post · 7 August 2026 – 7 August 2026 · example post

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 2 September 2026 — this entry's latest reading, not the date you are reading this.

“CA Foundation Notes ✅” (@canotes_foundation), 42,169 subscribers as measured 2 September 2026. Telegram Register, tgregister.com/channel/canotes_foundation.

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.