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 4 other registered channels. They sit inside a group of 6 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.
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 1 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 21 comparable posts for this entry, running 30 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 — 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 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.
Engagement
48 posts held, back to 30 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 17 pages of Telegram’s post history, 20 posts per page.
- ERR · 30 days
- 1.63%
- avg views ÷ 192,598 subscribers
- Avg views / post
- 3,140
- 6 posts measured
- Reaction rate
- —
- this channel exposes no reaction counts
- Posts in window
- 6
- of 48 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.
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.
Recent posts
10 Aug 2026, 03:40 UTC≈1,850 viewsread 10 August 2026 Photo
ADMISSION OPEN - 1 DAY - Entire Syllabus - PSIR Optional
First Time Ever - OFFLINE DELHI & ONLINE LIVE - Meet the Most Exam Oriented PSIR Faculty.
Golden Opportunity - FREE & OPEN!
Yes, It's OPEN to ALL - Register on the Below Link!
Date: 12 August [Day Long]
Offline Delhi & Online Live
Register at: https://forms.gle/QwCff6M8vAgQZgD8A
9 Aug 2026, 14:10 UTC≈3,340 viewsread 10 August 2026 Photo
Photo, posted without a caption
9 Aug 2026, 10:48 UTC≈3,800 viewsread 10 August 2026 VAJRA 2027 - LAST Batch for Mains Consolidation - LAST CALL - OFFLINE DELHI & ONLINE LIVE!
DAY LONG CLASS + SUMMARIES
Entire Syllabus: Static + Current
STARTS TOMORROW @ 10 am!
9 Aug 2026, 10:47 UTC≈3,680 viewsread 10 August 2026 Photo
Here We Proudly Announce the Most Successful Batch for the MAINS Preparation (with Great Feedbacks from Students - Check Here)
VAJRA 2027 - Registrations Open for MAINS Consolidation Batch - 500 Seats (200 Offline & 300 Online Live)
Batch Starts: 10 Aug (Limited Seats)
Do you Know? What Problems Students Face in Mains Preparation: Incomplete Mains Syllabus, Absence of Mains Oriented Notes, Bulky Notes, Ignorance t…
9 Aug 2026, 07:00 UTC≈2,930 viewsread 10 August 2026 BRAHMASTRA 2027 - 10 August - Admission Closing TODAY - https://t.me/sunyaiasbrahmastra/2350
9 Aug 2026, 04:48 UTC≈3,250 viewsread 10 August 2026 Photo
Here we bring you the CSAT BATCH followed by TOPPERS like AIR 6 (CSE 2025), AIR 1 (CSE 2024), AIR 47 (CSE 2024)- among others!🔥
CSAT PLUS BATCH 2027: by IITians | Only Batch with CONCEPTS
Batch Starts 12th August
No formula, No Types, No Tricks!
FEATURES:
• LIVE CONCEPT CLASSES - From BASICS to ADVANCE LEVEL 🔥
• PRACTICE Sheets after every Class
• PYQ Practice
• CSAT Pie Test Series
• CSAT500 REVISION Class - 2 m…
9 Aug 2026, 03:35 UTC≈2,910 viewsread 10 August 2026 CHANNELS @ Sunya IAS
🍁 CSAT by IITians: CLICK HERE
🍁 Brahmastra Channel: CLICK HERE
🍁 SAMBHAV 2027: CLICK HERE
🍁 INFINITY 2028: CLICK HERE
🍁 UPPCS (Real Prep): CLICK HERE
🍁 MAIN Channel: CLICK HERE
OPTIONAL @ SUNYA IAS
💫 PSIR: CLICK HERE
💫 HISTORY: CLICK HERE
💫 FORESTRY: CLICK HERE
💫 Sociology: CLICK HERE
💫 Anthropology: CLICK HERE
💫 Agriculture: CLICK HERE
💫 Geography: CLICK HERE
💫 Public Administration: CLICK
💫 M…
8 Aug 2026, 13:37 UTC≈3,850 viewsread 10 August 2026 File
RANBHOOMI MAINS_2026_GS 2_MA.pdf
8 Aug 2026, 13:37 UTC≈3,800 viewsread 10 August 2026 File
RANBHOOMI_2026_GS-II_Q.C.A.pdf
8 Aug 2026, 11:30 UTC≈3,990 viewsread 10 August 2026 Hindi Medium Students: https://t.me/sunyaiashindi
8 Aug 2026, 11:22 UTC≈3,740 viewsread 10 August 2026 EMI OPTION ENDS TODAY - For Details, fill the form at: https://forms.gle/eachoHjkJpoJwPHq5
8 Aug 2026, 11:20 UTC≈3,800 viewsread 10 August 2026 Photo
10 August Batch: OFFLINE & ONLINE
CLICK HERE for COMPLETE Schedule
Video (IDEOLOGY): CLICK HERE
BRAHMASTRA 2027: INTEGRATED PROGRAM (Prelims + Mains): with
🍁 Integrated Test Series (80 Tests)
🍁 Mains: Enrichment, PYQs & AW
🍁 Prelims: BootCamp, CA & TriNetra
🍁 1-1 Mentor (to Handhold)
If You find yourself DIRECTION LESS or INCONSISTENT - This Program would fix it All!
Program Link: https://www.sunyaias.com/subsc…
Showing the 12 most recent of 48 posts we hold for @sunyanotes50. 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.
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.
SOMP(Strategy Oriented Mentorship Program)
@SOMPGUIDANCE · 92,292#6 UPSC CSE Topper by Vikas Dhayal
@csetopper · 175,391#7 UPSC-CSE with Team GG 🗿
@TeamKJS · 84,146#12 CSE EXAM upsc prelims mains CAPF CDS NDA
@CSE_EXAM · 92,219#13 GURUKUL or KAVACH - GS Foundation 2026/27
@sunyaiasgs · 29,418#19 UPSC FIX 2026 - 27 - 28
@UPSCFIX · 86,269#25 School Of UPSC.com (Prelims + Mains-2027 Notes, Test, Question Bank)
@school_of_upsc · 51,380#34 X IAS Official
@X_IAS · 106,129#40 TARGET UPSC by Dr.Sudarshan Lodha (AIR 571 )
@target30upsc · 73,817#46 CSE Resource 2.0
@cse_resource_backup · 10,804 (as read 11 August 2026)#47
UPSC Sociology Current Affairs | CSENow | IAS Mentorship | UPSC Mentorship | UPSC Sociology Mentorship
@Sociology_CurrentAffairs · 11,791#52 Mrunal's Official Channel: General Studies, Current Affairs, Economy for UPSC
@mrunalorg · 212,582#58 Anmol Vachan Quotes ( UPSC prelims mains ) motivation essay ethics
@anmolvachan1 · 55,402#65 Read from Telegram’s recommendation API, most recently 11 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.
UPSC PRELIMS MCQs
@upsc_prelims_mcqs · 36,212
Telegram ranks this channel #1 of 85 here — alongside 84 others — read 1 September 2026 School Of UPSC.com (Prelims + Mains-2027 Notes, Test, Question Bank)
@school_of_upsc · 51,380
Telegram ranks this channel #1 of 83 here — alongside 82 others — read 25 August 2026 CSAT - by Sunya IAS
@CsatSunyaIAS · 51,511
Telegram ranks this channel #1 of 84 here — alongside 83 others — read 25 August 2026 ONLY IAS NOTES 2026
@only_ias_notes_2026 · 53,702
Telegram ranks this channel #1 of 75 here — alongside 74 others — read 24 August 2026 Convert IAS - Official
@Convert_IAS · 135,128
Telegram ranks this channel #1 of 91 here — alongside 90 others — read 13 August 2026 UPSC GEOGRAPHY MINDMAPS NOTES
@upsc_geography_mindmaps_notes · 37,824
Telegram ranks this channel #2 of 75 here — alongside 74 others — read 31 August 2026 Raj Malhotra's IAS
@rajmalhotraias · 39,405
Telegram ranks this channel #2 of 78 here — alongside 77 others — read 30 August 2026 KBs IAS®
@KBsIAS · 46,708
Telegram ranks this channel #2 of 84 here — alongside 83 others — read 27 August 2026 UPSC Mains Notes
@UPSC_Mains_Notes_Materials · 69,417
Telegram ranks this channel #2 of 85 here — alongside 84 others — read 20 August 2026 SOMP(Strategy Oriented Mentorship Program)
@SOMPGUIDANCE · 92,292
Telegram ranks this channel #2 of 82 here — alongside 81 others — read 16 August 2026 Enlight IAS (Official)
@EnlightIAS8_official · 136,641
Telegram ranks this channel #2 of 70 here — alongside 69 others — read 13 August 2026 UPSC previous year paper ( PYQ ) PDF
@testseries1 · 32,311
Telegram ranks this channel #3 of 86 here — alongside 85 others — read 5 September 2026 UPSC current magazine
@currentmagazines · 45,981
Telegram ranks this channel #3 of 87 here — alongside 86 others — read 27 August 2026 Prelims COMPLETE
@Prelims_Convertias · 49,150
Telegram ranks this channel #3 of 66 here — alongside 65 others — read 25 August 2026 UPSC Previous Year Papers
@UPSC_Previous_Year_Papers · 49,428
Telegram ranks this channel #3 of 91 here — alongside 90 others — read 25 August 2026 OnlyIAS Nothing Else
@onlyiasnothingelse · 208,130
Telegram ranks this channel #3 of 79 here — alongside 78 others — read 11 August 2026 UPSC Toppers Notes prelims Mains
@HandWritten_Notes1 · 34,655
Telegram ranks this channel #4 of 79 here — alongside 78 others — read 3 September 2026 Mapping By KBs IAS®
@KBsMappingOfficial · 41,026
Telegram ranks this channel #4 of 81 here — alongside 80 others — read 29 August 2026 UPSC SUPER SIMPLIFIED
@upscsupersimplified · 41,466
Telegram ranks this channel #4 of 91 here — alongside 90 others — read 29 August 2026 INSIGHT DELHI
@INSIGHTICS · 43,476
Telegram ranks this channel #4 of 83 here — alongside 82 others — read 28 August 2026 Sumit Rewri
@sumitrewri · 52,476
Telegram ranks this channel #4 of 77 here — alongside 76 others — read 24 August 2026 Sleepy Classes IAS
@SleepyClasses · 84,044
Telegram ranks this channel #4 of 90 here — alongside 89 others — read 18 August 2026 InsightsIAS (official) Guidance - Tips for Success
@insightsIAStips · 191,267
Telegram ranks this channel #4 of 85 here — alongside 84 others — read 11 August 2026 This channel appears in 168 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.
Domains linked from posts
6 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.
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.
“Sunya IAS Short Notes” (@sunyanotes50), 192,598 subscribers as measured 6 September 2026. Telegram Register, tgregister.com/channel/sunyanotes50.
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.