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 96% 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. 1 of the 1 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 32 comparable posts for this entry, running 5 August 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 @CareerwillApp — 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.
29 measurements spanning 34 days, net +13,393. 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 926,389–943,800 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 29
Measured (UTC)
Subscribers
Change
9 Sept 2026, 03:19
941,791
+1,376
5 Sept 2026, 17:41
940,415
+739
3 Sept 2026, 15:18
939,676
+781
2 Sept 2026, 05:04
938,895
+139
1 Sept 2026, 06:27
938,756
+60
31 Aug 2026, 09:28
938,696
+34
30 Aug 2026, 12:44
938,662
-27
29 Aug 2026, 15:37
938,689
-1
28 Aug 2026, 18:14
938,690
+85
27 Aug 2026, 17:28
938,605
+228
26 Aug 2026, 15:53
938,377
+316
25 Aug 2026, 19:12
938,061
+220
24 Aug 2026, 22:34
937,841
+516
23 Aug 2026, 05:27
937,325
+317
21 Aug 2026, 19:36
937,008
+534
20 Aug 2026, 15:53
936,474
+582
19 Aug 2026, 14:11
935,892
+365
18 Aug 2026, 16:46
935,527
+361
17 Aug 2026, 13:27
935,166
+698
16 Aug 2026, 04:28
934,468
first reading
Engagement
664 posts held, back to 5 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 71 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
2.19%
avg views ÷ 941,791 subscribers
Avg views / post
20,600
575 posts measured
Reaction rate
0.2%
reactions ÷ views · ER floor
Posts in window
576
of 664 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 574 of 575 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days · latest post in window 9 September 2026
Posts held
664 (5 August 2026 – 9 September 2026)
Views total
11,869,221
Reactions total
23,734
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
9 Sept 2026, 02:19 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
Video runtime
3m 02s
Average length
46s
Measured directly from 4 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.
View velocity
How fast this channel’s own posts pick up views, from re-reading them repeatedly in the hours and days after they were published rather than the single reading most entries on this register get. Coverage is early and only a small minority of channels hold it at all — a gap in this section means the post has not been re-read again yet, not that nothing happened.
8 most recently posted, with a view-velocity reading
60 minutes: 5,388 interp. → 3.0 hours: 11,214 interp.still climbing at last reading
not yet at 24h
1.5 hoursprovisional — final view count still climbing
Curve is every standard checkpoint we hold a reading for (+1h, +3h, +6h, +12h, +24h, +48h, +7d after posting) — measured where a real reading landed close enough to that age, interpolated where it did not but readings on both sides let one be worked out between them. Nothing is ever extrapolated past the last real reading. Latest reading is the newest view and reaction count we hold for the post, side by side, so a gap between how views and reactions moved is visible without following it into the Observations section above. 24h reach is that one checkpoint on its own, labelled the same way. Half of last-observed views is the age at which a post’s view count crossed half of the highest figure we have read for it so far — an upper bound when the very first reading was already past half (we cannot see the actual crossing), and biased low while the post is still climbing, since “half of final” is dividing by a number that has not finished growing yet. Both caveats are printed inline wherever they apply, never silently dropped.
Reaction mix
26,175 reactions across 644 posts, in 7 distinct kinds. The most used accounts for 72.6% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
18,997
72.6%
🔥
2,137
8.16%
👍
1,763
6.74%
🫡
1,504
5.75%
🙏
1,237
4.73%
🗿
345
1.32%
💯
192
0.734%
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 662 of the 664 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 26,767 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 664 most recent posts we hold, published 5 August 2026 to 9 September 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.
11 .The 72nd National Film Awards ceremony is being organized for the first time outside New Delhi after more than five decades at which historic location?
72वें राष्ट्रीय फिल्म पुरस्कार समारोह का आयोजन पांच दशकों से अधिक समय बाद पहली बार नई दिल्ली से बाहर किस ऐतिहासिक स्थल पर आयोजित किया जा रहा है?
Answer: - Ekta Nagar (Statue of Unity precinct) , Gujarat / एकता नगर (स्टैच्यू ऑफ यूनिटी परिसर), गुजरात
12 .Which fi…
करेंट अफेयर्स : 9 सितंबर 2026
CAREERWILL360°ROUNDUP
आज का सुविचार
यह मत चाहो कि चीजें आसान हों, चाहो कि तुम बेहतर बनो
(Multiple Choice Q & A)
--------------------------------------
1 .Where was the 12th Inter-Parliamentary Union (IPU) Global Conference of Young Parliamentarians held?
12वां अंतर-संसदीय संघ (आईपीयू) युवा सांसदों का वैश्विक सम्मेलन कहां पर आयोजित हुआ?
Answer: - Samarkand, Uzbekistan / समरकंद, उज्…
HSSC Haryana GK Class 08: HSSC PYQ & Expected Questions for Group C, D & Haryana Police
👇👇👇👇👇
https://www.youtube.com/live/CWB-3Berfo0?si=UpL_n6sGdxZvqLtT
RRB Group D 2026: Maths Top 50 Questions🔥| पूरे 48 Shifts का निचोड़ | RRB Maths By Rakesh Yadav Sir
👇👇👇👇👇
https://youtu.be/Qb3K1FO_LVY?si=XM60lLp7H3Cis3u0
SSC CGL Polity Class 2026 | Constitutional Development | SSC Polity | SSC CGL Polity By Abhishek Sir
👇👇👇👇👇
https://www.youtube.com/live/sg8_Yj7zipY?si=M6i-vUWJ9A56EqJn
SSC CHSL Notification 2026 OUT: 2536 पदों का लॉलीपॉप! युवाओं का भविष्य खतरे में 😳| Rakesh Yadav Sir
👇👇👇👇👇
https://youtu.be/MZWHQYDPnSA?si=2wFW-Fl6XxWINySD
-Exam re-scheduling Notice of Combined Hindi Translator Examination, 2026 (Tier-I) to be held on 08.09.2026 in APK, Noida Sector 155-reg.
❤19
Showing the 12 most recent of 664 posts we hold for @CareerwillApp. 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 140 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.
Which state government issued an official order allowing school teachers to use the prefix 'Tr.' (Teacher) before their names? / किस राज्य सरकार ने आधिकारिक आदेश जारी कर स्कूली शिक्षकों को अपने नाम के आगे Tr. (टीचर) उपसर्ग लगाने की अनुमति दी है?
Maharashtra / महाराष्ट्र11%
Tamil Nadu / तमिलनाडु43%
Kerala / केरल15%
Karnataka / कर्नाटक31%
Shares as published. No per-option vote count is published by Telegram, so none is shown.
Where will the 16th edition of Asia's largest aerospace exhibition 'Aero India 2027' be held? / एशिया की सबसे बड़ी एयरोस्पेस प्रदर्शनी 'एयरो इंडिया 2027' का 16वां संस्करण कहाँ आयोजित किया जाएगा?
हिंडन वायु सेना स्टेशन, गाजियाबाद19%
लोहेगांव वायु सेना स्टेशन, पुणे28%
वायु सेना स्टेशन येलहंका, बेंगलुरु47%
जोधपुर वायु सेना स्टेशन, राजस्थान7%
Shares as published, totalling 101%. No per-option vote count is published by Telegram, so none is shown.
Which Indian Wushu player was provisionally suspended by NADA in September 2026 for the consumption of Ostarine? / सितंबर 2026 में ओस्टारिन (Ostarine) के सेवन के कारण नाडा (NADA) द्वारा किस भारतीय वुशु खिलाड़ी को अस्थायी रूप से निलंबित किया गया?
Surya Bhanu Pratap Singh / सूर्य भानुप्रताप सिंह54%
Narender Grewal / नरेंद्र ग्रेवाल25%
Rajinder Singh / राजिंदर सिंह17%
Pawan Kumar / पवन कुमार4%
Shares as published. No per-option vote count is published by Telegram, so none is shown.
Which two Indian cities have been announced as the venues for the ICC Women's Champions Trophy 2027? / आईसीसी महिला चैंपियंस ट्रॉफी 2027 के लिए किन दो भारतीय शहरों को आयोजन स्थल घोषित किया गया है?
Delhi and Ahmedabad / दिल्ली और अहमदाबाद25%
Kolkata and Chennai / कोलकाता और चेन्नई21%
Bengaluru and Pune / बेंगलुरु और पुणे14%
Mumbai and Vadodara / मुंबई और वडोदरा40%
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 664 most recent posts we hold, published 5 August 2026 to 9 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 8 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.
Careerwill Railway Exam @careerwillrailwayexam · 30,877 Telegram ranks this channel #1 of 52 here — alongside 51 others — read 6 September 2026
Careerwill - G.K & Current Affairs @CareerwillCA · 64,290 Telegram ranks this channel #1 of 62 here — alongside 61 others — read 21 August 2026
Piyush Varshney Sir Reasoning @piyushvarshneyreasoningsir · 329,369 Telegram ranks this channel #1 of 78 here — alongside 77 others — read 10 August 2026
Gopal Verma English @GopalSir_Eng · 132,999 Telegram ranks this channel #2 of 81 here — alongside 80 others — read 13 August 2026
English By Jaideep Singh @Englishbyjaideepsingh18 · 156,430 Telegram ranks this channel #2 of 74 here — alongside 73 others — read 12 August 2026
Arun Sir Reasoning @reasoningbyarunsir · 324,352 Telegram ranks this channel #2 of 89 here — alongside 88 others — read 10 August 2026
Rakesh Yadav Sir @mathswithrakesh · 417,074 Telegram ranks this channel #2 of 87 here — alongside 86 others — read 10 August 2026
Computer by Yatendra sir @studylive_pdfs · 107,554 Telegram ranks this channel #3 of 71 here — alongside 70 others — read 18 August 2026
Rojgar Result® RojgarResult.Com @rojgarresultdotcom · 157,221 Telegram ranks this channel #3 of 89 here — alongside 88 others — read 15 August 2026
REASONING BY PIYUSH VARSHNEY SIR @piyushvarshneysirji · 111,445 Telegram ranks this channel #3 of 71 here — alongside 70 others — read 14 August 2026
Test RanKING @TestRanKING · 147,014 Telegram ranks this channel #3 of 80 here — alongside 79 others — read 12 August 2026
Science By Neeraj Sir @NeerajScience · 482,247 Telegram ranks this channel #3 of 82 here — alongside 81 others — read 10 August 2026
SSC - ABHINAY MATHS @sscexamabhinaymaths · 68,233 Telegram ranks this channel #4 of 72 here — alongside 71 others — read 20 August 2026
SelectionWay Railway Exam @SelectionWayRailway2026 · 85,607 Telegram ranks this channel #4 of 70 here — alongside 69 others — read 18 August 2026
Neetu Singh Vocab @neetu_singh_vocab · 178,811 Telegram ranks this channel #4 of 89 here — alongside 88 others — read 12 August 2026
Varun Awasthi GS Guru Official🏆📝 @varunawasthiGS · 238,866 Telegram ranks this channel #4 of 85 here — alongside 84 others — read 11 August 2026
NEXT EXAM @nextexam · 457,033 Telegram ranks this channel #4 of 89 here — alongside 88 others — read 10 August 2026
Rankers' Gurukul Official 🔴 @RankersGurukulLive · 853,819 Telegram ranks this channel #4 of 90 here — alongside 89 others — read 8 August 2026
Rashid Sir Economics (GS) @examgyan_rashidsir · 33,284 Telegram ranks this channel #5 of 72 here — alongside 71 others — read 4 September 2026
KanpurWala Vikrant 😎 @kanpurwalavikrant · 35,812 Telegram ranks this channel #5 of 69 here — alongside 68 others — read 2 September 2026
KGS SSC Exams @ssckgs · 59,406 Telegram ranks this channel #5 of 50 here — alongside 49 others — read 22 August 2026
UPSC Static Gk Quiz™| @static_gk_channel · 214,877 Telegram ranks this channel #5 of 78 here — alongside 77 others — read 11 August 2026
Himanshi Singh Lets Learn squad @Himanshi_singh_lets_learn_squad · 243,615 Telegram ranks this channel #5 of 71 here — alongside 70 others — read 11 August 2026
MD Classes Official® @classesmd · 269,772 Telegram ranks this channel #5 of 91 here — alongside 90 others — read 10 August 2026
This channel appears in 224 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
3 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.
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 9 September 2026 — this
entry's latest reading, not the date you are reading this.
“Careerwill App” (@CareerwillApp), 941,791 subscribers as measured 9 September 2026. Telegram Register, tgregister.com/channel/CareerwillApp.
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.