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Channel

UPSC POLITY MINDMAPS

@upsc_polity_mind_maps

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · What this channel posts · Posts · Posts recorded as deleted · Citations · Telegram's recommendations · Cite this entry

23,974subscribers

-1,277 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-1001450430322
TypeChannel
Username@upsc_polity_mind_maps
CreatedBetween 1 April 2019 and 31 October 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live12 November 2026
Measurements held65
Confirmed unchanged1 time, most recently 12 November 2026
On Telegramt.me/upsc_polity_mind_maps

Topic

Education — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 10 September 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 in near-verbatim form on 1 other registered channel. This entry also sits inside a group of 12 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts 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 (5 of the pairs behind the counts below)
Posted firstThenOverlapGap
@upsc_polity_mind_maps/17309 · this entry10 Aug 2026, 15:32 UTC@upsc_cse_prelims_mains_notes/1957014 Aug 2026, 16:59 UTC1.004 days
@upsc_polity_mind_maps/17335 · this entry18 Aug 2026, 03:31 UTC@upsc_cse_prelims_mains_notes/1960518 Aug 2026, 05:56 UTC1.002.4 hours
@upsc_polity_mind_maps/17379 · this entry2 Sept 2026, 03:35 UTC@upsc_cse_prelims_mains_notes/1993212 Sept 2026, 10:32 UTC1.0010 days
@upsc_cse_prelims_mains_notes/1997415 Sept 2026, 15:32 UTC@upsc_polity_mind_maps/17434 · this entry21 Sept 2026, 03:29 UTC1.005 days
@upsc_polity_mind_maps/17430 · this entry18 Sept 2026, 14:02 UTC@upsc_cse_prelims_mains_notes/2002418 Sept 2026, 16:19 UTC1.002.3 hours
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
ChannelMatching postsText overlapTypical gapPublished first
@upsc_cse_prelims_mains_notes5 (5/5 hand-verifiable sample passed)1.007 daysthis 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. 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 131 comparable posts for this entry, running 2 August 2026 to 26 October 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).

Of the group of 12 channels, the one whose matching posts we hold earliest is @upsc_economics_notes_optional_gs. That channel is not among the channels listed above, so this entry may share no posts with it and this does not say where this entry’s content came from. It is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_mutual, last confirmed 11 November 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.

Channels linked by matching posts

This channel is in a group of 12 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. Links are found by comparing text fingerprints across every channel on the register.

Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim 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

23,97425,25124,612.57 August 202612 November 2026
65 measurements spanning 97 days, net -1,277. 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 23,782–25,443 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 65
Measured (UTC)SubscribersChange
12 Nov 2026, 00:5923,974-25
10 Nov 2026, 00:3823,999-9
8 Nov 2026, 16:4624,008-10
7 Nov 2026, 10:4824,018-12
6 Nov 2026, 09:3024,030-17
5 Nov 2026, 09:3724,047-11
4 Nov 2026, 06:3624,058-14
3 Nov 2026, 07:4624,072-11
2 Nov 2026, 10:1624,083-10
1 Nov 2026, 08:0824,093-7
31 Oct 2026, 10:1424,100-12
30 Oct 2026, 10:4424,112-11
29 Oct 2026, 07:0624,123-12
28 Oct 2026, 06:0124,135-10
27 Oct 2026, 08:2724,145-10
26 Oct 2026, 06:4124,155-15
25 Oct 2026, 07:2624,170-6
24 Oct 2026, 03:4924,176-21
23 Oct 2026, 00:4724,197-15
21 Oct 2026, 20:5024,212first reading

Engagement

131 posts held, back to 2 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 109 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
3.64%
avg views ÷ 23,974 subscribers
Avg views / post
872
14 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
14
of 131 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
WindowRolling 30 days · latest post in window 26 October 2026
Posts held131 (2 August 2026 – 26 October 2026)
Views total12,205
Reactions total—
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken28 Oct 2026, 04:20 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

Video runtime
58m 46s
Average length
1m 15s

Measured directly from 47 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.

Recent posts

Telegram’s own ‘edited’ marker: 0 of 14 posts held from the last 30 days (0%) 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).

26 Oct 2026, 13:57 UTC833 viewsread 28 October 2026
Forwarded from @upsc_economics_notes_optional_gsFile

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26 Oct 2026, 03:27 UTC891 viewsread 28 October 2026
Forwarded from @upsc_economics_notes_optional_gsPhoto

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25 Oct 2026, 13:52 UTC852 viewsread 28 October 2026
Forwarded from @upsc_economics_notes_optional_gsPhoto

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25 Oct 2026, 03:29 UTC847 viewsread 28 October 2026
Forwarded from @upsc_economics_notes_optional_gsFile

🚨APFC NOTES BY XIAS All 4 Labour Codes for APFC are ready, the most important and deciding component of the APFC exam. (Samples attached) ▪️best in the market, prepared by the team who themselves qualified the exam and come from a low-optional domain in UPSC. Code 1/4 : IR CODE complete file Posted earlier. DOWNLOAD here 📌APFC Strategy & Course Reg link : https://zoomdw.courses.store/891334 More Details : https://…

24 Oct 2026, 12:35 UTC863 viewsread 28 October 2026
Forwarded from @upsc_economics_notes_optional_gsFile

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24 Oct 2026, 03:18 UTC869 viewsread 28 October 2026
Forwarded from @upsc_economics_notes_optional_gsPhoto

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23 Oct 2026, 03:52 UTC946 viewsread 28 October 2026
Forwarded from @upsc_economics_notes_optional_gsFile

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22 Oct 2026, 03:29 UTC873 viewsread 28 October 2026
Forwarded from @upsc_economics_notes_optional_gsFile

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20 Oct 2026, 03:49 UTC932 viewsread 25 October 2026
Forwarded from @upsc_economics_notes_optional_gsFile

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19 Oct 2026, 03:21 UTC846 viewsread 25 October 2026
Forwarded from @upsc_economics_notes_optional_gsFile

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18 Oct 2026, 03:40 UTC885 viewsread 24 October 2026
Forwarded from @upsc_economics_notes_optional_gsFile

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17 Oct 2026, 14:52 UTC868 viewsread 24 October 2026
Forwarded from @upsc_economics_notes_optional_gsVideo

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Showing the 12 most recent of 131 posts we hold for @upsc_polity_mind_maps. 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.

Posts recorded as deleted after publishing

We recorded 1 post on @upsc_polity_mind_maps as deleted — posts this register held that were missing from the channel’s public page on two separate reads, taken from different network addresses at least an hour apart.

A deletion is not wrongdoing. This register can see that a post it held is no longer on the channel’s public page, and when — not why. Expired ad placements, reposts, rotating links and corrections all look the same. This is a count of recorded detections, not an exact total: it misses deletions we could not see, because only a post we held and later re-read inside the page can be seen to go, and it may include a small number of wrong records. How this is measured.

First seen missing
15 August 2026
Most recent seen missing
15 August 2026
Median time before seen missing
12 hours
Seen missing in the last 30 days
0

Forward network

Republishes

Channels on the register whose posts this channel has forwarded.

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

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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#66
CSE 2025 marksheet
@cse25marks · 31,318
#67

Read from Telegram’s recommendation API, most recently 15 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.

Pathfinder (Official)
@pathfinder_upsc · 24,395
Telegram ranks this channel #18 of 53 here — alongside 52 others — read 15 September 2026
UPSC ENVIRONMENT MINDMAPS ©️
@environment_mindmaps · 30,211
Telegram ranks this channel #32 of 69 here — alongside 68 others — read 6 September 2026
Study Gk Trick 🥇
@Study_Gk_Trick · 62,546
Telegram ranks this channel #32 of 58 here — alongside 57 others — read 21 August 2026
Veer Talyan
@VeeRTalyan · 48,168
Telegram ranks this channel #49 of 65 here — alongside 64 others — read 25 August 2026
Ambika Raina UPSC
@ambika_raina · 24,104
Telegram ranks this channel #56 of 88 here — alongside 87 others — read 15 September 2026
UPSC Prelims MCQs Quiz
@CSE_Prelims_MCQs_Quiz · 31,366
Telegram ranks this channel #59 of 81 here — alongside 80 others — read 5 September 2026
Government Schemes
@upsc_government_schemes_4_exams · 35,477
Telegram ranks this channel #66 of 85 here — alongside 84 others — read 1 September 2026
Essay by SOMP
@SOMP_Essay · 26,719
Telegram ranks this channel #71 of 82 here — alongside 81 others — read 10 September 2026

This channel appears in 8 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 12 November 2026 — this entry's latest reading, not the date you are reading this.

“UPSC POLITY MINDMAPS” (@upsc_polity_mind_maps), 23,974 subscribers as measured 12 November 2026. Telegram Register, tgregister.com/channel/upsc_polity_mind_maps.

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.