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 8 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 (6 of the pairs behind the counts below)
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 11 comparable posts for this entry, running 21 July 2026 to 3 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 @E_BOOK_UPSC_SSC_RAILWAY_NCERT_GK — 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 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.
33 measurements spanning 43 days, net -2,341. 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 231,753–234,796 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 33
Measured (UTC)
Subscribers
Change
18 Sept 2026, 09:41
232,104
-65
16 Sept 2026, 02:21
232,169
-4
14 Sept 2026, 05:55
232,173
-23
12 Sept 2026, 13:59
232,196
-66
10 Sept 2026, 15:17
232,262
-216
7 Sept 2026, 11:17
232,478
-247
4 Sept 2026, 12:38
232,725
-73
3 Sept 2026, 02:39
232,798
-65
1 Sept 2026, 20:53
232,863
-170
1 Sept 2026, 00:06
233,033
-26
31 Aug 2026, 00:53
233,059
-63
30 Aug 2026, 00:56
233,122
-23
29 Aug 2026, 01:53
233,145
-42
28 Aug 2026, 03:54
233,187
-24
27 Aug 2026, 00:28
233,211
-33
26 Aug 2026, 01:24
233,244
-37
25 Aug 2026, 00:35
233,281
-77
23 Aug 2026, 13:54
233,358
-21
21 Aug 2026, 21:47
233,379
-94
20 Aug 2026, 14:22
233,473
first reading
Engagement
108 posts held, back to 21 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 108 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
0.275%
avg views ÷ 232,104 subscribers
Avg views / post
637
44 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
44
of 108 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.
What these figures were computed from
Window
Rolling 30 days · latest post in window 26 September 2026
Posts held
108 (21 July 2026 – 26 September 2026)
Views total
28,048
Reactions total
—
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
26 Sept 2026, 20:01 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
682
Videos
12
Links
467
Lifetime counters from Telegram’s own channel header, read 26 September 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.
Q. आप किस परीक्षा की तैयारी कर रहे हैं?
Q. Which exam are you prepared?
Showing the 12 most recent of 108 posts we hold for @E_BOOK_UPSC_SSC_RAILWAY_NCERT_GK. 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.
Polls
The 6 most recent of 7 polls we hold for this entry, as Telegram rendered them when we read the post. A poll’s figures keep moving after that, so each one is dated.
Shares as published, totalling 99%. No per-option vote count is published by Telegram, so none is shown.
Percentages only — there are no per-option vote counts here, because Telegram publishes none. The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.
The shares need not add up to 100. Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.
Read from the 108 most recent posts we hold, published 21 July 2026 to 26 September 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.
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.
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.
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.
E - Books , Quiz & CA™ @Upsc_Prelims_Quizss · 257,076 Telegram ranks this channel #6 of 82 here — alongside 81 others — read 10 August 2026
Upsc History polity Gk Hindi Quiz @Upsc_History_polity_Gk_Hindi_Qui · 91,128 Telegram ranks this channel #10 of 59 here — alongside 58 others — read 17 August 2026
GK GS QUIZ FOR ALL EXAM'S @GK_GS_Quiz_For_All_Exam · 242,525 Telegram ranks this channel #13 of 94 here — alongside 93 others — read 10 August 2026
Static Gk ™ @General_Knowledge_SSC_Gk_quiz · 274,865 Telegram ranks this channel #13 of 91 here — alongside 90 others — read 10 August 2026
UPSC SSC GD Exam Lucent Static GK @UPSC_SSC_Exam_Lucent_Static_GK · 221,279 Telegram ranks this channel #14 of 90 here — alongside 89 others — read 11 August 2026
LUCENT Science History Polity Quiz हिंदी @Lucent_Science_History_Polity_Gk · 258,260 Telegram ranks this channel #14 of 89 here — alongside 88 others — read 10 August 2026
One Liner Static GK ™ @One_Liner_Static_GK_GS_GA · 277,546 Telegram ranks this channel #14 of 87 here — alongside 86 others — read 10 August 2026
General knowledge Gk Quiz✍ @GkQuizHub_daily · 181,268 Telegram ranks this channel #15 of 92 here — alongside 91 others — read 11 August 2026
IAS Gurukul - Sociology Optional by Pranay Aggarwal @iasgurukulofficial · 128,253 Telegram ranks this channel #16 of 84 here — alongside 83 others — read 13 August 2026
LUCENT Science Polity History GK Quiz @Lucent_Science_Polity_History_Gk · 166,674 Telegram ranks this channel #16 of 82 here — alongside 81 others — read 12 August 2026
SSC CGL CHSL MTS CPO GD MATH GK GS EXAMS @SSC_CGL_CHSL_MTS_CPO_GD_Gk_MATH · 201,629 Telegram ranks this channel #20 of 92 here — alongside 91 others — read 11 August 2026
UPSC HISTORY BPSC POLITY GK QUIZ @UPSC_POLITY_BPSC_HISTORY_GK_QUIZ · 284,715 Telegram ranks this channel #20 of 91 here — alongside 90 others — read 10 August 2026
UGC NET JRF CSIR Quiz Notes MCQ Hindi @NTA_UGC_NET_JRF_Exam_Notes_MCQ · 82,507 Telegram ranks this channel #24 of 68 here — alongside 67 others — read 18 August 2026
ONLINE GK QUIZ SSC UPSC BPSC CURRENT AFFAIRS BANK RAILWAY NCERT HISTORY GEOGRAPHY SCIENCE POLITY PDF LUCENT MPPSC UPPSC EXAMS @UPSC_BPSC_SSC_RAILWAY_GK_QUIZ · 178,162 Telegram ranks this channel #25 of 93 here — alongside 92 others — read 12 August 2026
UPSC PSC CURRENT AFFAIRS SC BPSC UP UPPSC Railway Banking Defence IAS Mppsc Up Defence Police NCERT CGL RRB GK GS QUIZ ™ @UPSC_SSC_BPSC_GK_GS_QUIZ · 152,947 Telegram ranks this channel #32 of 71 here — alongside 70 others — read 12 August 2026
UPSC IAS SSC Static GK GS Quiz GD हिंदी @UPSC_Static_GK_GS_Quiz_SSC_GD · 158,737 Telegram ranks this channel #36 of 83 here — alongside 82 others — read 12 August 2026
SSC Maths Reasoning GD GK Quiz @SSC_Maths_Reasoning_GD_GK_Quiz · 411,786 Telegram ranks this channel #37 of 88 here — alongside 87 others — read 10 August 2026
UPSC Toppers Notes & Study Materials @Upsc_Toppers_Notesss · 91,397 Telegram ranks this channel #41 of 76 here — alongside 75 others — read 16 August 2026
UP BIHAR BPSC UPPCS RO ARO UPSSSC SSC GK GS @UPSC_GK_SIRK_BPSC_UPPSC_KHAN_GS · 173,926 Telegram ranks this channel #48 of 86 here — alongside 85 others — read 12 August 2026
Online Gk Quiz Upsc bpsc mpsc ncert Gk quiz @upsc_bpsc_mpsc_ncert_gk_gs_Quiz · 247,462 Telegram ranks this channel #54 of 90 here — alongside 89 others — read 10 August 2026
UPSC Civil Services Upsc Prelims Mains Exam Current Affairs GS Gk Tricks SSC CGL IAS IFS IPS EPFO PCS UPPCS MPPCS Bihar PCS @cseupscnotes · 149,558 Telegram ranks this channel #64 of 89 here — alongside 88 others — read 12 August 2026
Daily Current Affairs GK GS quiz Hindi @Current_Affairs_Gk_Gs_Quiz_Hindi · 207,664 Telegram ranks this channel #73 of 92 here — alongside 91 others — read 11 August 2026
This channel appears in 23 seed channels' Telegram-generated recommendation lists 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 18 September 2026 — this
entry's latest reading, not the date you are reading this.
“E BOOK UPSC SSC RAILWAY NCERT GK GS” (@E_BOOK_UPSC_SSC_RAILWAY_NCERT_GK), 232,104 subscribers as measured 18 September 2026. Telegram Register, tgregister.com/channel/E_BOOK_UPSC_SSC_RAILWAY_NCERT_GK.
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.