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Channel

KAVACH - GS Foundation 2028

@sunyaiasgs

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

29,257subscribers

-683 since we began measuring on 7 August 2026

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

Register entry

Telegram ID-1001983590692
TypeChannel
Username@sunyaiasgs
DescriptionPlease get all information regarding our foundation course in this group.
CreatedBetween 1 April 2023 and 31 October 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live18 September 2026
Measurements held34
Confirmed unchanged1 time, most recently 18 September 2026
On Telegramt.me/sunyaiasgs

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 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 5 other registered channels. 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 (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@sunyaiasgs/5013 · this entry31 Jul 2026, 05:35 UTC@sunyaiasdelhi/235631 Jul 2026, 05:35 UTC1.00under a minute
@sunyaiasdelhi/23612 Aug 2026, 09:41 UTC@sunyaiasgs/5020 · this entry2 Aug 2026, 09:42 UTC1.00under a minute
@sunyaiasgs/5023 · this entry3 Aug 2026, 11:04 UTC@sunyaiasdelhi/23633 Aug 2026, 11:06 UTC1.0072 seconds
@sunyaiasdelhi/23653 Aug 2026, 15:15 UTC@sunyaiasgs/5025 · this entry3 Aug 2026, 15:15 UTC1.00under a minute
@sunyaiasgs/5026 · this entry4 Aug 2026, 07:52 UTC@sunyaiasdelhi/23664 Aug 2026, 07:52 UTC1.00under a minute
@sunyaiasdelhi/23674 Aug 2026, 08:17 UTC@sunyaiasgs/5027 · this entry4 Aug 2026, 08:17 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@sunyaiasdelhi8 (8/8 hand-verifiable sample passed)1.00under a minuteeven
@CsatSunyaIAS7 (7/7 hand-verifiable sample passed)1.00under a minute@CsatSunyaIAS (5–2)
@sunyaias_CA7 (7/7 hand-verifiable sample passed)1.00under a minute@sunyaias_CA (6–1)
@sunyanotes507 (7/7 hand-verifiable sample passed)1.002 minutes@sunyanotes50 (6–1)
@sunyaiasbrahmastra6 (6/6 hand-verifiable sample passed)1.00under a minuteeven

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. 3 of the 24 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 14 comparable posts for this entry, running 31 July 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 6, the earliest publisher we hold is @sunyanotes50. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_copy · clone_mutual, 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 5 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

29,25729,94029,598.57 August 2026 — 29,940 subscribers7 August 2026 — 29,940 subscribers7 August 2026 — 29,931 subscribers8 August 2026 — 29,922 subscribers9 August 2026 — 29,908 subscribers11 August 2026 — 29,885 subscribers12 August 2026 — 29,876 subscribers12 August 2026 — 29,856 subscribers14 August 2026 — 29,849 subscribers15 August 2026 — 29,829 subscribers16 August 2026 — 29,810 subscribers17 August 2026 — 29,788 subscribers18 August 2026 — 29,769 subscribers19 August 2026 — 29,748 subscribers20 August 2026 — 29,734 subscribers21 August 2026 — 29,720 subscribers23 August 2026 — 29,676 subscribers25 August 2026 — 29,647 subscribers26 August 2026 — 29,631 subscribers27 August 2026 — 29,609 subscribers28 August 2026 — 29,597 subscribers28 August 2026 — 29,585 subscribers29 August 2026 — 29,568 subscribers30 August 2026 — 29,562 subscribers31 August 2026 — 29,545 subscribers1 September 2026 — 29,517 subscribers3 September 2026 — 29,494 subscribers4 September 2026 — 29,462 subscribers7 September 2026 — 29,418 subscribers10 September 2026 — 29,367 subscribers12 September 2026 — 29,331 subscribers14 September 2026 — 29,311 subscribers16 September 2026 — 29,286 subscribers18 September 2026 — 29,257 subscribers7 August 202618 September 2026
34 measurements spanning 42 days, net -683. 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 29,155–30,042 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 34
Measured (UTC)SubscribersChange
18 Sept 2026, 13:0029,257-29
16 Sept 2026, 03:3929,286-25
14 Sept 2026, 06:3629,311-20
12 Sept 2026, 13:5929,331-36
10 Sept 2026, 11:3629,367-51
7 Sept 2026, 07:3729,418-44
4 Sept 2026, 15:3929,462-32
3 Sept 2026, 01:0929,494-23
1 Sept 2026, 22:2629,517-28
31 Aug 2026, 20:1829,545-17
30 Aug 2026, 16:5529,562-6
29 Aug 2026, 19:1129,568-17
28 Aug 2026, 20:5429,585-12
28 Aug 2026, 00:2429,597-12
27 Aug 2026, 02:4929,609-22
26 Aug 2026, 05:2529,631-16
25 Aug 2026, 01:5929,647-29
23 Aug 2026, 14:5529,676-44
21 Aug 2026, 22:3829,720-14
20 Aug 2026, 21:0829,734first reading

Engagement

124 posts held, back to 31 July 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 88 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
1.74%
avg views ÷ 29,257 subscribers
Avg views / post
509
59 posts measured
Reaction rate
0.172%
reactions ÷ views · ER floor
Posts in window
60
of 124 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 6 of 59 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 29 September 2026
Posts held124 (31 July 2026 – 29 September 2026)
Views total30,038
Reactions total8
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken30 Sept 2026, 00:46 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
≈462
Videos
≈52
Links
≈1,380

Lifetime counters from Telegram’s own channel header, read 30 September 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

14 reactions across 12 posts, in 1 kind.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤14100.0%

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 124 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 14 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 124 most recent posts we hold, published 31 July 2026 to 29 September 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

29 Sept 2026, 14:35 UTC118 viewsread 30 September 2026
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29 Sept 2026, 09:08 UTC231 viewsread 30 September 2026

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29 Sept 2026, 09:04 UTC228 viewsread 30 September 2026
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29 Sept 2026, 06:21 UTC229 viewsread 30 September 2026
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28 Sept 2026, 17:08 UTC283 viewsread 30 September 2026

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28 Sept 2026, 15:51 UTC324 viewsread 30 September 2026
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28 Sept 2026, 09:40 UTC362 viewsread 30 September 2026

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28 Sept 2026, 07:25 UTC384 viewsread 30 September 2026
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27 Sept 2026, 13:45 UTC458 views1 reactionsread 30 September 2026
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26 Sept 2026, 15:05 UTC605 viewsread 30 September 2026

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26 Sept 2026, 12:49 UTC611 viewsread 30 September 2026

For Samples, Drop a WhatsApp Message @ 9205553490 wa.me/+919205553490

Showing the 12 most recent of 124 posts we hold for @sunyaiasgs. 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 5 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.

Sunya IAS Short Notes
@sunyanotes50 · 191,819
#1
CSAT - by Sunya IAS
@CsatSunyaIAS · 51,343
#2
UPSC Toppers Notes
@cse_topper · 30,492
#3
Convert IAS - Official
@Convert_IAS · 135,553
#4
Sunya IAS Mains
@sunyaias · 26,582
#5
TARGET UPSC by Dr.Sudarshan Lodha (AIR 571 )
@target30upsc · 73,584
#6
KARMAYOGI IAS by Aditya sir
@karmayogi_ias · 54,784
#7
UPSC PLANNER
@upsc_planner_ias · 61,009
#8
JUST UPSC PYQ
@justupscpyq · 33,316
#9
Atish Mathur Official
@csepaper2atish · 116,987
#10
UPSC Analytica
@UPSC_Analytica · 12,537
#11
Clarity for UPSC by Dr.Shivin (AIR - 297)
@theanonymousupscaspirant · 255,826
#12
Public Administration - Sunya IAS
@publicadministration_SunyaIAS · 5,218
#13
Vision IAS (Official)
@VisionIAS_UPSC · 398,572
#14
Vyasa IAS (Official)
@vyasaiasofficial · 20,893
#15
The UPSC Coach - Capril
@theUPSCcoach · 16,189
#16
UPSC CSE Topper by Vikas Dhayal
@csetopper · 174,859
#17
Enlight IAS (Official)
@EnlightIAS8_official · 135,887
#18
UPSC Free Study Material
@UPSC_Free_Study_Material · 5,023
#19
Sleepy Classes IAS
@SleepyClasses · 83,962
#20
Sunya IAS - PSIR Optional
@psir_optional_Sunyaias · 20,114
#21
CIVIL SERVICES WITH NEELESH (CSN)
@UPSCPrelimsWithNeelesh · 40,480
#22
IAS PCS Pathshala
@iaspcspathshala · 188,123
#23
CSE RESOURCES
@cseresource · 41,017
#24
Polity History Optionals
@upsc_polity_history_optionals · 59,433
#25
UPSC Prelims Mains Notes
@UPSC_Prelims_Mains_Notes · 152,741
#26
UPSC-CSE with Team GG 🗿
@TeamKJS · 84,333
#27
UPSC FIX 2026 - 27 - 28
@UPSCFIX · 87,387
#28
UPSC Previous Year Papers
@UPSC_Previous_Year_Papers · 48,741
#29
MentorAID
@MentorAID · 10,431
#30
UPSC CSE Why
@csewhy · 43,167
#31
CSE EXAM upsc prelims mains CAPF CDS NDA
@CSE_EXAM · 92,138
#32
Delhi UPSC Secrets by Toppers
@DelhiUpscSecrets_official · 61,739
#33
Sunya IAS - Anthropology Optional
@Anthropology_SunyaIAS · 15,687
#34
UPSC Art and Culture
@upsc_art_and_culture_notes · 42,612
#35
Sunya IAS - Sociology
@sociology_sunyaias · 25,562
#36
UnderStand UPSC
@UnderStandUPSC · 114,253
#37
UPSC Mapping Prelims Mains UPPSC mppsc bpsc
@Mapping_prelims_mains · 51,672
#38
IAS Shruti sharma Notes (AIR 1)
@shruti_sharma_ias_notes · 6,618
#39
ForumIASOfficial
@forumiasofficial · 29,703
#40
Mana La Excellence
@manalaexmanakosam · 28,460
#41
UPSC PREMIUM MATERIAL
@UPSC_PREMIUM_PDF · 15,712
#42
𝐔𝐏𝐒𝐂 𝐅𝐈𝐋𝐄𝐒
@upscfilescse · 26,481
#43
UPSC MINDMAPS diagrams
@Mindmaps_4_upsc · 44,792
#44
LEGEND BHAIYA UPSC
@legendbhaiyaupsc · 29
#45
SOMP(Strategy Oriented Mentorship Program)
@SOMPGUIDANCE · 93,086
#46
UPSC COPY CENTER
@upsccopycenter · 1,353
#47
PMF IAS History by Dr Vishwjeet Kawar
@pmfiashistory · 12,839
#48
Vajiram and Ravi Official Channel
@vajiramandraviofficial · 282,101
#49
ECONOMY by VIVEK SINGH
@VivekSingh_Economy · 132,275
#50
Ateeq Mentorship for UPSC
@UPSC_ATEEQ · 6,754
#51
UPSC SARTHI
@upsc_sarthi · 57,744
#52
MentorsHut (Amit Mangtani)
@MentorsHut · 14,401
#53
Current Affairs by Prithu
@saurabhPolity · 23,170
#54
Geography Mapping
@upsc_geography_mapping_optionals · 148,437
#55
Study Smart IAS PCS
@StudySmartIASPCS · 30,808
#56
theIAShub
@theiashub · 39,161
#57
The Dark Horse-UPSC CSE
@darkhorsecse · 35,394
#58
LEGEND BHAIYA PRELIMS
@legendbhaiyaprelims · 31,805
#59
Mrunal's Official Channel: General Studies, Current Affairs, Economy for UPSC
@mrunalorg · 212,311
#60
UPSC Toppers Notes & Copies
@cse_toppers_notes · 43,619
#61
UPSC Environment Ecology Prelims National Parks
@UPSC_Environment_Ecology_Prelims · 36,141
#62
UPSCPrep.com
@UPSCprepIAS · 201,763
#63
UPSC Sociology Optional Notes
@upsc_sociology_notes_optional · 6,220
#64
PMF IAS Official
@pmfias_channel · 36,426
#65
Free UPSC Materials
@upscfreematerialsufm · 22,921
#66
Delhi UPSCMATERIAL.IN
@delhiupscmaterial · 5,857
#67
OnlyIAS Nothing Else
@onlyiasnothingelse · 206,277
#68
The Robot Resource
@TheRobot_Resource · 1,528
#69

Read from Telegram’s recommendation API, most recently 8 September 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.

CSAT - by Sunya IAS
@CsatSunyaIAS · 51,343
Telegram ranks this channel #4 of 84 here — alongside 83 others — read 25 August 2026
Sunya IAS Mains
@sunyaias · 26,582
Telegram ranks this channel #7 of 80 here — alongside 79 others — read 12 September 2026
Polity History Optionals
@upsc_polity_history_optionals · 59,433
Telegram ranks this channel #8 of 85 here — alongside 84 others — read 22 August 2026
Prelims COMPLETE
@Prelims_Convertias · 48,506
Telegram ranks this channel #12 of 66 here — alongside 65 others — read 25 August 2026
UPSC Prelims Mains Notes
@UPSC_Prelims_Mains_Notes · 152,741
Telegram ranks this channel #12 of 94 here — alongside 93 others — read 12 August 2026
UPSC Mains Topper Notes
@UPSC_Mains_Toppers_Notes · 41,211
Telegram ranks this channel #14 of 62 here — alongside 61 others — read 17 September 2026
UPSC Current Affairs
@UPSC_Current_Affairs_Prelims · 30,508
Telegram ranks this channel #15 of 50 here — alongside 49 others — read 6 September 2026
Sunya IAS - PSIR Optional
@psir_optional_Sunyaias · 20,114
Telegram ranks this channel #17 of 84 here — alongside 83 others — read 28 September 2026
TARGET UPSC by Dr.Sudarshan Lodha (AIR 571 )
@target30upsc · 73,584
Telegram ranks this channel #17 of 95 here — alongside 94 others — read 19 August 2026
Sunya IAS Short Notes
@sunyanotes50 · 191,819
Telegram ranks this channel #19 of 88 here — alongside 87 others — read 11 August 2026
UPSC Previous Year Papers
@UPSC_Previous_Year_Papers · 48,741
Telegram ranks this channel #27 of 91 here — alongside 90 others — read 25 August 2026
Convert IAS - Official
@Convert_IAS · 135,553
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This channel appears in 35 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 18 September 2026 — this entry's latest reading, not the date you are reading this.

“KAVACH - GS Foundation 2028” (@sunyaiasgs), 29,257 subscribers as measured 18 September 2026. Telegram Register, tgregister.com/channel/sunyaiasgs.

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.