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Telegram profile photo for Khushboo Tiwari UPPCS - Target 🎯 UPPSC , ROARO , UPSSSC

Channel

Khushboo Tiwari UPPCS - Target 🎯 UPPSC , ROARO , UPSSSC

@khushbootiwariuppcs

On this record: Topic · Observations · Growth · Engagement · What this channel posts · Reactions · Posts · Posts edited after publishing · Citations · Telegram's recommendations · Cite this entry

12,384subscribers

+257 since we began measuring on 10 August 2026

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

Register entry

Telegram ID-1001342021176
TypeChannel
Username@khushbootiwariuppcs
Descriptionसरकारी भर्तियों की तैयारी करने वाले सभी मित्रों का बहुत बहुत स्वागत है हमारे चैनल पर। @KhushbooTiwariUPPCS रखे सबसे आगे।👍👍 UPPSC, UPSSSC, UPPRB, RAILWAY हर विभाग की सबसे सटीक जानकारी https://t.me/khushbootiwariuppcs Telegram 👆link join now👆👆
CreatedBetween 1 March 2018 and 31 August 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded10 August 2026
Last confirmed live11 November 2026
Measurements held55
Confirmed unchanged1 time, most recently 11 November 2026
On Telegramt.me/khushbootiwariuppcs

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 11 September 2026 and assigned it the closest of 31 fixed categories, at 99% 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 2 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
@LAKSHYAMANI/2311929 Aug 2026, 02:39 UTC@khushbootiwariuppcs/22452 · this entry29 Aug 2026, 03:11 UTC1.0033 minutes
@LAKSHYAMANI/242002 Nov 2026, 16:13 UTC@khushbootiwariuppcs/23494 · this entry2 Nov 2026, 17:28 UTC1.0075 minutes
@LAKSHYAMANI/242013 Nov 2026, 01:46 UTC@khushbootiwariuppcs/23509 · this entry3 Nov 2026, 17:37 UTC1.0016 hours
@LAKSHYAMANI/242154 Nov 2026, 02:04 UTC@khushbootiwariuppcs/23521 · this entry4 Nov 2026, 06:54 UTC1.004.8 hours
@LAKSHYAMANI/242545 Nov 2026, 15:14 UTC@khushbootiwariuppcs/23553 · this entry5 Nov 2026, 17:14 UTC1.002.0 hours
@LAKSHYAMANI/2432610 Nov 2026, 13:23 UTC@khushbootiwariuppcs/23586 · this entry10 Nov 2026, 13:29 UTC1.006 minutes
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
@LAKSHYAMANI6 (6/6 hand-verifiable sample passed)1.002.0 hours@LAKSHYAMANI (6–0)
@UPDATESFAMILY1435 (5/5 hand-verifiable sample passed)0.9717 minutes@UPDATESFAMILY143 (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. 10 of the 10 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 105 comparable posts for this entry, running 7 August 2026 to 13 November 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).

Recorded under the key clone_copy, last confirmed 14 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.

Growth

12,08712,43112,25910 August 2026 — 12,127 subscribers11 August 2026 — 12,126 subscribers12 August 2026 — 12,125 subscribers13 August 2026 — 12,128 subscribers16 August 2026 — 12,129 subscribers17 August 2026 — 12,125 subscribers19 August 2026 — 12,120 subscribers20 August 2026 — 12,122 subscribers21 August 2026 — 12,124 subscribers22 August 2026 — 12,119 subscribers24 August 2026 — 12,102 subscribers25 August 2026 — 12,093 subscribers26 August 2026 — 12,087 subscribers27 August 2026 — 12,100 subscribers28 August 2026 — 12,094 subscribers29 August 2026 — 12,111 subscribers30 August 2026 — 12,116 subscribers31 August 2026 — 12,115 subscribers1 September 2026 — 12,128 subscribers2 September 2026 — 12,126 subscribers4 September 2026 — 12,124 subscribers6 September 2026 — 12,113 subscribers10 September 2026 — 12,130 subscribers12 September 2026 — 12,129 subscribers14 September 2026 — 12,142 subscribers15 September 2026 — 12,152 subscribers18 September 2026 — 12,169 subscribers29 September 2026 — 12,261 subscribers5 October 2026 — 12,293 subscribers9 October 2026 — 12,310 subscribers13 October 2026 — 12,321 subscribers14 October 2026 — 12,331 subscribers15 October 2026 — 12,329 subscribers16 October 2026 — 12,340 subscribers17 October 2026 — 12,344 subscribers18 October 2026 — 12,346 subscribers19 October 2026 — 12,351 subscribers20 October 2026 — 12,349 subscribers21 October 2026 — 12,357 subscribers22 October 2026 — 12,364 subscribers23 October 2026 — 12,365 subscribers24 October 2026 — 12,375 subscribers26 October 2026 — 12,385 subscribers27 October 2026 — 12,389 subscribers29 October 2026 — 12,395 subscribers30 October 2026 — 12,403 subscribers31 October 2026 — 12,412 subscribers2 November 2026 — 12,416 subscribers3 November 2026 — 12,431 subscribers5 November 2026 — 12,408 subscribers6 November 2026 — 12,406 subscribers7 November 2026 — 12,408 subscribers8 November 2026 — 12,395 subscribers9 November 2026 — 12,385 subscribers11 November 2026 — 12,384 subscribers12,38410 August 202611 November 2026
55 measurements spanning 93 days, net +257. 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 12,035–12,483 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 55
Measured (UTC)SubscribersChange
11 Nov 2026, 15:2112,384-1
9 Nov 2026, 21:1912,385-10
8 Nov 2026, 10:1512,395-13
7 Nov 2026, 08:0512,408+2
6 Nov 2026, 11:1512,406-2
5 Nov 2026, 14:2612,408-23
3 Nov 2026, 09:0612,431+15
2 Nov 2026, 08:5512,416+4
31 Oct 2026, 07:5612,412+9
30 Oct 2026, 04:2812,403+8
29 Oct 2026, 02:5512,395+6
27 Oct 2026, 22:0712,389+4
26 Oct 2026, 01:5912,385+10
24 Oct 2026, 22:2912,375+10
23 Oct 2026, 22:5412,365+1
22 Oct 2026, 20:5612,364+7
21 Oct 2026, 19:1112,357+8
20 Oct 2026, 13:5712,349-2
19 Oct 2026, 14:5512,351+5
18 Oct 2026, 16:1012,346first reading

Engagement

385 posts held, back to 7 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 57 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
23.9%
avg views ÷ 12,384 subscribers
Avg views / post
2,950
126 posts measured
Reaction rate
0.329%
reactions ÷ views · ER floor
Posts in window
126
of 385 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 107 of 126 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 13 November 2026
Posts held385 (7 August 2026 – 13 November 2026)
Views total372,300
Reactions total1,048
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken13 Nov 2026, 21:19 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
≈6,720
Videos
≈245
Links
≈3,410

Lifetime counters from Telegram’s own channel header, read 13 November 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.

Video runtime
5m 41s
Average length
43s

Measured directly from 8 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.

Reaction mix

3,844 reactions across 279 posts, in 14 distinct kinds. The most used accounts for 49.5% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤1,90349.5%
👍60215.7%
😁43811.4%
🙏3047.91%
🫡2366.14%
🥰1493.88%
🔥1293.36%
✍260.676%
💊260.676%
😍90.234%
⚡80.208%
🆒60.156%
🕊60.156%
🎉20.052%

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 295 of the 385 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 3,844 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 385 most recent posts we hold, published 7 August 2026 to 13 November 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

Telegram’s own ‘edited’ marker: 23 of 126 posts held from the last 30 days (18.3%) 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).

13 Nov 2026, 16:48 UTC≈1,110 views7 reactionsread 13 November 2026
Photo

UPPCS PRE Scheme 1, 2 Question यही सही हो जायेगा ✍👍

❤5👍2

Signed P.m

13 Nov 2026, 13:43 UTC≈2,130 views7 reactionsread 13 November 2026

👉 kal ya monday tak aapko 3-4 Exam ki Answer key dekhne ko milegi.. Final result pr tezi se kaam Hoga ab

❤7

Signed P.m

13 Nov 2026, 13:43 UTC≈2,200 views0 reactionsread 13 November 2026
Photo

कनिष्ठ सहायक नियुक्ति पत्र।❤️💐💐

Signed P.m

13 Nov 2026, 11:29 UTC≈2,740 views39 reactionsread 13 November 2026

60 से कम वाले अगले lower में लग जाएं इस साल आएगा। ADO (P) तो 100% आएगा.... और अगर लगा जाएगा तो EO भी आएगी। 😍👍☺️ यही कटु सत्य है, बाकी सब मोह माया है...⭐

❤39

Signed P.m

13 Nov 2026, 11:29 UTC≈2,710 views8 reactionsread 13 November 2026
Photo

161 EO (नगर पंचायत) के प्रमोशन इसी महीने हो जाएगा तो इनकी सीटें फिर से रिक्त हो जाएंगीं। 45 पहले से रिक्त हैं। ❤️

❤8

Signed P.m

13 Nov 2026, 11:01 UTC≈2,710 views8 reactionsread 13 November 2026

LOWER FINAL ANS KEY 🔐 जारी हो‌ गयी है कुछ लोग 2/4/5 प्रश्नों में बदलाव/FM करा रहे थे आज ही अब क्या बोलेंगे ?😄

🫡7❤1

Signed P.m

13 Nov 2026, 11:01 UTC≈2,700 viewsread 13 November 2026
File

Lower Final Ans key एक भी चेंज नहीं हुआ है

Signed P.m

13 Nov 2026, 10:56 UTC≈2,690 views9 reactionsread 13 November 2026

Jo bolte ho sir wahi hota hai ab ye bhi confirm kar do 2025 Se JA ayegi students ki janne ki iccha hai apse

👍8❤1

13 Nov 2026, 10:53 UTC≈2,730 views3 reactionsread 13 November 2026
File

Lower Final Ans key शायद एक भी चेंज नहीं हुआ है https://t.me/khushbootiwariuppcs

❤3

Showing the 12 most recent of 385 posts we hold for @khushbootiwariuppcs. 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 edited after publishing

@khushbootiwariuppcs edited 2 posts after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.

An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.

First edit seen
15 August 2026
Most recent edit
12 November 2026

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

Names

Channels on the register whose handles appear in this channel's posts.

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.

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 Test Series
@UpscPrelimsTestSeriesss · 45,909
Telegram ranks this channel #1 of 70 here — alongside 69 others — read 26 August 2026
समीक्षा अधिकारी ™️
@uppcs4u · 56,758
Telegram ranks this channel #3 of 73 here — alongside 72 others — read 24 August 2026
ETERNAL CIVIL ACADEMY™
@EternalCivilAcademy · 24,350
Telegram ranks this channel #4 of 65 here — alongside 64 others — read 16 September 2026
PCS समीक्षा
@pcsofficer · 42,598
Telegram ranks this channel #7 of 72 here — alongside 71 others — read 29 August 2026
Taiyari With Ravikant (RO- Rank 04) 🔥
@VRavikant · 19,247
Telegram ranks this channel #10 of 66 here — alongside 65 others — read 1 October 2026
LAKSHYA PCS : UPPCS RO/ARO PRE
@lakshya_pcs · 25,107
Telegram ranks this channel #11 of 60 here — alongside 59 others — read 16 September 2026
UPSSSC,PET,UP POLICE,लेखपाल,VDO, जूनियर असिस्टेंट
@UPSSSC_PET_VDO_UPP_UPPRB · 34,869
Telegram ranks this channel #11 of 64 here — alongside 63 others — read 3 September 2026
Jai Ho Study
@tcsjaiho · 44,764
Telegram ranks this channel #12 of 74 here — alongside 73 others — read 29 August 2026
All Exams Gk Quiz™
@UPSSSC_PET_UP_Exams_PDF_Notes · 15,467
Telegram ranks this channel #13 of 39 here — alongside 38 others — read 17 September 2026
UPPCS / यूपी पी सी एस, RO/ARO
@Onlypcs1 · 21,883
Telegram ranks this channel #16 of 67 here — alongside 66 others — read 24 September 2026
GEOPOLITICAL DISCUSSION
@GEOPOLITICAL_DISCUSSION · 24,345
Telegram ranks this channel #16 of 63 here — alongside 62 others — read 15 September 2026
IAS PCS Centre(Official Group)
@iaspcscentre · 38,486
Telegram ranks this channel #17 of 61 here — alongside 60 others — read 31 August 2026
UPPSC HINDI
@uppschindi4cs · 31,771
Telegram ranks this channel #24 of 59 here — alongside 58 others — read 5 September 2026
Atul Jain UPSC Guidance
@atullearning · 24,928
Telegram ranks this channel #32 of 55 here — alongside 54 others — read 15 September 2026
GS World Learning Institute👍
@GSWorldIAS · 37,716
Telegram ranks this channel #33 of 64 here — alongside 63 others — read 31 August 2026
Breaktime Classes
@breaktimeclasses · 20,362
Telegram ranks this channel #34 of 64 here — alongside 63 others — read 27 September 2026
study for civil services
@studyforcivilservices · 289,109
Telegram ranks this channel #35 of 88 here — alongside 87 others — read 10 August 2026
𝐔𝐏𝐒𝐂 𝐒𝐔𝐂𝐂𝐄𝐒𝐒 𝐓𝐈𝐌𝐄™
@UPSC_SUCCESS_TIME3 · 19,243
Telegram ranks this channel #38 of 49 here — alongside 48 others — read 1 October 2026
UP EXAM WALE
@UpExamWale2020 · 171,946
Telegram ranks this channel #38 of 83 here — alongside 82 others — read 12 August 2026
MPPSC PRELIMS MAINS ( UPPSC BPSC UKPSC )
@mppsc_test_series · 38,512
Telegram ranks this channel #41 of 67 here — alongside 66 others — read 30 August 2026
UP Academy for Civil Services
@upacademyforcivilservices · 69,038
Telegram ranks this channel #42 of 72 here — alongside 71 others — read 20 August 2026
IAS Valley — by IITian
@ias_valley · 36,535
Telegram ranks this channel #45 of 63 here — alongside 62 others — read 2 September 2026
UPPCS ONE संकल्प से सिद्धि™
@uppcs1 · 127,517
Telegram ranks this channel #47 of 83 here — alongside 82 others — read 14 August 2026
Scs Daily Quiz (Free initiative by Gyan sir PCS best coaching studyforcivilservices ) #QuickRevisionSeries #AbNahiRukegaPrelims
@scsdailyquiz · 90,622
Telegram ranks this channel #60 of 83 here — alongside 82 others — read 17 August 2026

This channel appears in 26 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 11 November 2026 — this entry's latest reading, not the date you are reading this.

“Khushboo Tiwari UPPCS - Target 🎯 UPPSC , ROARO , UPSSSC” (@khushbootiwariuppcs), 12,384 subscribers as measured 11 November 2026. Telegram Register, tgregister.com/channel/khushbootiwariuppcs.

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.