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Channel

Mapping upsc & PSC

@mapping_psc

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · What this channel posts · Posts · Polls · Citations · Cite this entry

27,011subscribers

-210 since we began measuring on 6 August 2026

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

Register entry

Telegram ID-1001447993719
TypeChannel
Username@mapping_psc
DescriptionMapping for upsc & State PSC
CreatedBetween 1 April 2019 and 31 October 2021— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live22 August 2026
Measurements held15
Confirmed unchanged1 time, most recently 22 August 2026
On Telegramt.me/mapping_psc

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 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)
Posted firstThenOverlapGap
@mapping_psc/9178 · this entry2 Aug 2026, 15:17 UTC@Mapping_prelims_mains/146382 Aug 2026, 15:17 UTC1.00under a minute
@mapping_psc/9181 · this entry3 Aug 2026, 15:24 UTC@Mapping_prelims_mains/146433 Aug 2026, 15:24 UTC1.00under a minute
@mapping_psc/9182 · this entry4 Aug 2026, 15:24 UTC@Mapping_prelims_mains/146464 Aug 2026, 15:24 UTC1.00under a minute
@Mapping_prelims_mains/146545 Aug 2026, 16:14 UTC@mapping_psc/9183 · this entry5 Aug 2026, 16:14 UTC1.00under a minute
@Mapping_prelims_mains/146606 Aug 2026, 15:31 UTC@mapping_psc/9184 · this entry6 Aug 2026, 15:35 UTC1.004 minutes
@Mapping_prelims_mains/146687 Aug 2026, 14:44 UTC@mapping_psc/9187 · this entry7 Aug 2026, 14:44 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@Mapping_prelims_mains6 (6/6 hand-verifiable sample passed)1.00under a minute@Mapping_prelims_mains (42)

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. 2 of the 4 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 18 comparable posts for this entry, running 6 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 2, the earliest publisher we hold is @mapping_psc — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_copy, 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.

Growth

27,01127,22127,1166 August 2026 — 27,221 subscribers6 August 2026 — 27,221 subscribers7 August 2026 — 27,192 subscribers8 August 2026 — 27,174 subscribers10 August 2026 — 27,151 subscribers10 August 2026 — 27,136 subscribers11 August 2026 — 27,112 subscribers12 August 2026 — 27,101 subscribers14 August 2026 — 27,093 subscribers15 August 2026 — 27,082 subscribers17 August 2026 — 27,061 subscribers18 August 2026 — 27,040 subscribers19 August 2026 — 27,037 subscribers20 August 2026 — 27,033 subscribers22 August 2026 — 27,011 subscribers6 August 202622 August 2026
15 measurements spanning 15 days, net -210. 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 26,980–27,253 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
22 Aug 2026, 01:3927,011-22
20 Aug 2026, 16:5827,033-4
19 Aug 2026, 14:1327,037-3
18 Aug 2026, 12:5227,040-21
17 Aug 2026, 10:4727,061-21
15 Aug 2026, 18:0327,082-11
14 Aug 2026, 03:0827,093-8
12 Aug 2026, 21:5727,101-11
11 Aug 2026, 23:5327,112-24
10 Aug 2026, 22:4227,136-15
10 Aug 2026, 01:4327,151-23
8 Aug 2026, 23:0327,174-18
7 Aug 2026, 21:2027,192-29
6 Aug 2026, 23:1527,221no change
6 Aug 2026, 23:0427,221first reading

Engagement

36 posts held, back to 1 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 37 pagesof Telegram’s post history, 20 posts per page.

ERR · 30 days
1.19%
avg views ÷ 27,011 subscribers
Avg views / post
320
28 posts measured
Reaction rate
this channel exposes no reaction counts
Posts in window
28
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.

What these figures were computed from
WindowRolling 30 days · latest post in window 21 August 2026
Posts held36 (1 July 202621 August 2026)
Views total8,968
Reactions total
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken22 Aug 2026, 20:15 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
854
Links
356

Lifetime counters from Telegram’s own channel header, read 22 August 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.

Recent posts

21 Aug 2026, 16:35 UTC119 viewsread 22 August 2026
Photo

🔆 Japan 📍 Why in News? ✅ A powerful 7.5-magnitude earthquake struck off the north coast of Japan. ✅ Japan frequently experiences earthquakes because it lies on the Pacific Ring of Fire. 📍 Political Features ▪️ Japan is an island nation in East Asia, located in the northwest Pacific Ocean. ▪️ Capital: Tokyo ▪️ It has no land borders. ▪️ Japan is an archipelago of more than 14,000 islands. ✅ Four major islands (Nor

17 Aug 2026, 15:01 UTC345 viewsread 22 August 2026
Photo

🔆 Uzbekistan 📍 Why in News? ✅ India and Uzbekistan aim to more than double bilateral trade over the next three years. 📍 Location ✅ A Central Asian country. ✅ Capital: Tashkent. ✅ One of the only two doubly landlocked countries in the world. 📍 Political Features ✅ Borders: Kazakhstan (North), Kyrgyzstan (North-East), Tajikistan (South-East), Afghanistan (South), Turkmenistan (South-West). ✅ The Aral Sea lies betwe

16 Aug 2026, 03:59 UTC343 viewsread 22 August 2026
Photo

🔆 Rub’ al Khali (Empty Quarter) 📍 Why in News? ✅ Oman and Saudi Arabia have signed a cross-border freight agreement to facilitate overland trade through the Rub’ al Khali ✅ The route provides an alternative to maritime chokepoints such as the Strait of Hormuz 🔆 About Rub’ al Khali 📍 Key Facts ✅ Also known as the Empty Quarter ✅ World’s largest continuous sand desert, covering approximately 650,000 sq. km ✅ Located

14 Aug 2026, 16:20 UTC352 viewsread 22 August 2026
Photo

🔆 Kuril Islands 📍 Why in News? ✅ Japan protested Russia’s presidential visit to the Kuril Islands, highlighting the long-standing territorial dispute between the two countries. 🔆 About Kuril Islands 📍 Location ✅ An archipelago located between Russia’s Kamchatka Peninsula and Japan’s Hokkaido ✅ Separates the Pacific Ocean to the east from the Sea of Okhotsk to the west ✅ Extends in an arc across the Northwestern Pa

14 Aug 2026, 15:10 UTC236 viewsread 22 August 2026

​🚨 LAST CHANCE TO JOIN! 🚨 Worried about missing the first 4 weeks of daily practice? DON'T BE! 🛑 ​All previous bot quizzes will be fully available for you to reattempt starting August 24th during our dedicated Revision Quiz Period! ​🔥 INDEPENDENCE DAY MEGA OFFER – tomorrow 8pm! 🔥

14 Aug 2026, 14:14 UTC218 viewsread 22 August 2026
Forwarded from @anmolvachan1Photo

🇮🇳 INDEPENDENCE DAY EXCLUSIVE OFFER 🇮🇳 🚀 Crack UPPSC & UPSC Prelims in One Unified Program! Why buy separate courses when you can master both for just ₹1,299? 📦 Combo Package Breakdown: 1️⃣UPPSC Prelims Accelerator 2026 ✅Daily 30-MCQ Smart Practice Bot Quiz ✅State PSC PYQs + Current Affairs + Statics ✅Crisp One-Page Short Notes ✅4,000+ MCQs Covered 2️⃣ UPSC Prelims Accelerator 2027 ✅Standard UPSC-level Practice Q

13 Aug 2026, 17:16 UTC248 viewsread 22 August 2026

Fundamental Rights 1 page's Short Notes 10 page just 30 sec https://www.instagram.com/reel/Db4jsWsIXKW/

13 Aug 2026, 16:46 UTC303 viewsread 22 August 2026
Photo

🔆 Panama Canal 📍 Why in News? ✅ A container ship reportedly paid nearly $4 million to bypass a 10-day queue at the Panama Canal amid rising shipping demand, diversions caused by geopolitical disruptions, and drought-related transit restrictions 🔆 About the Panama Canal 📍 What is it? ✅ An artificial lock-type waterway of approximately 82 km (50 miles) ✅ Cuts across the Isthmus of Panama in Central America ✅ Connect

11 Aug 2026, 16:09 UTC316 viewsread 22 August 2026
Photo

🔆 Ceuta Enclave 📍 Why in News? ✅ At least 34 people died while attempting to cross from Morocco into Spain’s Ceuta enclave. 📍 About Ceuta Enclave ✅ A Spanish autonomous city located on the north coast of Africa, bordering Morocco near the Strait of Gibraltar. ✅ It is an exclave of Spain, geographically separated from mainland Europe. 📍 Political Status ✅ An autonomous city of Spain and an integral part of the Eur

9 Aug 2026, 13:47 UTC385 viewsread 22 August 2026
Poll

Consider the following mountain regions: 1. Mt. Kenya 2. Mt. Kilimanjaro 3. Rwenzori Mt. What is common to all the above?

  1. (a) They are major volcanic mountain systems of South America.24%
  2. (b) They contain glaciers that have experienced significant decline.36%
  3. (c) They form part of the Himalayas.4%
  4. (d) They are located entirely within the Congo Basin.36%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

9 Aug 2026, 13:08 UTC385 viewsread 22 August 2026
Photo

🔆 Egypt 📍 Why in News? ✅ A drone strike on Egypt’s Damietta Port on the Mediterranean Sea has intensified fears of the US–Iran conflict widening. 📍 Location ✅ Located in North-Eastern Africa. ✅ Capital: Cairo. 📍 Political Features ✅ Land Boundaries: Libya (West), Sudan (South), Israel and the Gaza Strip (North-East). ✅ Maritime Boundaries: Mediterranean Sea (North), Red Sea and Gulf of Aqaba (East). 📍 Geographic

9 Aug 2026, 01:49 UTC324 viewsread 22 August 2026

upsc mains internal security ( 50 Mark's) CLICK HERE TO JOIN Current affairs+ Statics

Showing the 12 most recent of 36 posts we hold for @mapping_psc. 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 poll we hold for this entry, as Telegram rendered it when we read the post. A poll’s figures keep moving after that, so each one is dated.

9 Aug 2026, 13:47 UTCAnonymous Quiz55 voters

Consider the following mountain regions: 1. Mt. Kenya 2. Mt. Kilimanjaro 3. Rwenzori Mt. What is common to all the above?

  1. (a) They are major volcanic mountain systems of South America.24%
  2. (b) They contain glaciers that have experienced significant decline.36%
  3. (c) They form part of the Himalayas.4%
  4. (d) They are located entirely within the Congo Basin.36%

Shares as published. 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 36 most recent posts we hold, published 1 July 2026 to 21 August 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

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.

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 22 August 2026 — this entry's latest reading, not the date you are reading this.

“Mapping upsc & PSC” (@mapping_psc), 27,011 subscribers as measured 22 August 2026. Telegram Register, tgregister.com/channel/mapping_psc.

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.