Topic
Job listings — a classification, not a measurement. An on-box language model (qwen3.6:35b-a3b, prompt version 1) read this channel’s own recent posts on 15 November 2026 and assigned it the closest of 31 fixed categories, at 67% 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 34 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.
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 18 comparable posts for this entry, running 13 November 2026 to 14 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).
Of the group of 34 channels, the one whose matching posts we hold earliest is @rasreetbstcpolicequiz. 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 15 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 34 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.
राजस्थान करंट अफेयर्स
@RajasthanCurrentAffaiir · Channel101,524 subscribersRajasthan Exam's Hub™
@Raj_Exam_Hub · Channel84,697 subscribersRAJASTHAN ALL EXAM STUDY📚
@rasreetgs · Channel82,477 subscribersChandan Raj Barmer
@Chandan_raj_barmer · Channel74,885 subscribersRPSC RSSB NOTES &PYQ
@RSSMB_RPSC · Channel66,482 subscribersGk Gajanand Sir
@GkGajanandsir · Channel51,888 subscribersREET MAINS 2027- 28🎯☺️
@sarthipointbaytu · Channel47,885 subscribersRajasthan Gyan ( राजस्थान ज्ञान )
@RajasthanGyan_2025 · Channel44,034 subscribersRAJASTHAN CURRENT AFFAIRS & RSSB RPSC GK LDC/CET/PATWAR/RAS/POLICE/VDO/TEACHER /SI
@CURRENT_RPSC_RSSB · Channel43,679 subscribersUPSC NOTES
@bookexam · Channel41,570 subscribersRajasthan Notes Adda
@RajasthanNotesAdda · Channel38,642 subscribersALL QUIZ ROOM
@quizgroupsoyal · Channel37,610 subscribersHistory by R Choudhary
@rajasthanhistorygks · Channel36,440 subscribersALL EXAM NOTES
@rasreetbstcpolicequiz · Channel35,259 subscribersTejal Current Affairs ™
@Tejal_Current_Affairs_Rajasthan · Channel30,415 subscribersRAJASTHAN NOTES PYQ ZONE
@RAJASTHAN_NOTES_PYQ · Channel25,969 subscribersRajasthan Old Paper™
@rpscoldpaper · Channel24,048 subscribersBooster Notes Academy ©
@BOOSTEER_BOY · Channel23,858 subscribersOnline Notes Store | Online Notes, Quiz & Employment News Portal
@OnlineNotesStore · Channel19,478 subscribersRajasthan Rpsc And Rmssb previous year Question
@Rajasthan_gk_exam · Channel18,848 subscribers𝙍𝙖𝙟𝙖𝙨𝙩𝙝𝙖𝙣 geography
@Geographywith330 · Channel18,603 subscribers𝗥𝗮𝗷𝗮𝘀𝘁𝗵𝗮𝗻 𝗚𝗲𝗼𝗴𝗿𝗮𝗽𝗵𝘆 𝗣𝗼𝗶𝗻𝘁
@Rajasthan_Dose · Channel13,406 subscribers𝙍𝘼𝙅𝘼𝙎𝙏𝙃𝘼𝙉 𝙎𝙐𝙅𝘼𝙎 𝘾𝙐𝙍𝙍𝙀𝙉𝙏 𝘼𝙁𝙁𝘼𝙄𝙍𝙎 𝙒𝙄𝙏𝙃 𝘼𝙉𝙎𝙃𝙐 𝘾𝙃𝙊𝙐𝘿𝙃𝘼𝙍𝙔 ❷⓪❷❻
@rajasthancurrantaffirs · Channel13,348 subscribersLDC 2026
@RSMSSB_gk · Channel11,505 subscribersPatwari, VDO, LDC ®
@Edu_spot_app_sikar · Channel9,804 subscribersCURRENT AFFAIR (ᴘᴏᴡᴇʀ ᴏғ sᴛᴜᴅʏ)
@Rajasthan_current_affairs0 · Channel7,871 subscribersEkdweep Classes
@ekdweep · Channel7,446 subscribersSmart Study Rajasthan™
@SmartStudyRajasthan · Channel5,258 subscribersrajasthancurrantaffires
@rajasthancurrantaffiar55 · Channel2 subscribers 4 more channels are in this same group but not listed individually here.
Growth
Growth history is still building. We hold one measurement for this entry. A trend needs at least two, taken days apart — so this will fill in on its own rather than being estimated. We do not publish numbers we have not measured.
Engagement
27 posts held, back to 13 November 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 3 pages of Telegram’s post history, 20 posts per page.
- ERR · 30 days
- 5.70%
- avg views ÷ 82,888 subscribers
- Avg views / post
- 4,720
- 27 posts measured
- Reaction rate
- 0.438%
- reactions ÷ views · ER floor
- Posts in window
- 27
- of 27 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.
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
- ≈3,050
- Videos
- ≈19
- Links
- ≈1,080
Lifetime counters from Telegram’s own channel header, read 15 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
- 36s
- Average length
- 36s
Measured directly from 1 video 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
559 reactions across 27 posts, in 7 distinct kinds. The most used accounts for 78.7% of them.
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 27 of the 27 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 559 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 27 most recent posts we hold, published 13 November 2026 to 15 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: 4 of 27 posts held from the last 30 days (14.8%) 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).
15 Nov 2026, 10:45 UTC≈2,330 views12 reactionsread 15 November 2026 Photo
प्रिय विद्यार्थियों
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https://play.google.com/store/apps/details?id=co.tarly.lkjsc
❤12
15 Nov 2026, 09:03 UTC≈2,750 views20 reactionsread 15 November 2026 File
RPSC Protection Officer Paper.pdf
आज आयोजित
🧑💻 Share जरूर करें ‼️...
❤15👌3👍2
15 Nov 2026, 08:54 UTC≈2,700 views18 reactionsread 15 November 2026 ◾️ प्रवासी राजस्थानी दिवस के तहत आयोजित होने वाले कार्यक्रम -
✓ शेखावाटी हेरिटेज मीट - 8 दिसंबर 2026
• स्थान - अभयगढ़, खेतड़ी (झुंझुनूं)
✓ सांस्कृतिक संध्या - 9 दिसंबर 2026
• स्थान - राजस्थान इंटरनेशनल सेंटर, जयपुर
✓ प्रवासी राजस्थान दिवस - 10 दिसंबर 2026
• JECC, जयपुर
❤12👌3👍3
15 Nov 2026, 08:11 UTC≈3,170 views14 reactionsread 15 November 2026 Photo
10th Cet Update ✅
❤12👍2
15 Nov 2026, 00:38 UTC≈4,550 views16 reactionsread 15 November 2026 Photo
राजस्थान शिक्षा विभाग में स्टाफिंग पैटर्न को हरी झंडी, चुनाव के बाद स्कूलों में बढ़ेंगे 1 लाख 23 हजार पद, जिन स्कूलों में पद नहीं वहां पहले सजृन होंगे, माध्यमिक शिक्षा विभाग में स्वीकृत पदों की संख्या 3.92 लाख से बढ़ाकर 5.15 लाख किए जाएंगे ✅
✓ पदों की बढ़ोतरी के साथ वर्ष 2027 में नई भर्तियों का भी आयोजन किया जाएगा।
❤14✍1🔥1
15 Nov 2026, 00:38 UTC≈4,720 views20 reactionsread 15 November 2026 Photo
राजस्थान पंचायती राज विभाग में होंगी न ई भर्तियां, मार्च 2028 तक खाली होने वाले पदों का मांगा हिसाब ✅
✓ VDO, कनिष्ठ सहायक, वाहन चालक और चतुर्थ श्रेणी कर्मचारियों के पदों पर हो सकती है सीधी भर्ती, सभी जिला परिषदों को रिक्त पदों का ब्योरा भेजने के निर्देश।
❤16👌3🔥1
15 Nov 2026, 00:38 UTC≈4,280 views12 reactionsread 15 November 2026 Photo
राजस्थान टीचिंग एसोसिएट संविदा भर्ती परीक्षा 2026 : 445 अभ्यर्थियों के एक से ज्यादा प्रवेश पत्र जारी, बोर्ड ने कहा - एक ही मान्य होगा ✅
✓ 17 नवम्बर को GK का कॉमन पेपर, अभ्यर्थी मान्य प्रवेश पत्र से ही दे सकेंगे परीक्षा
❤9✍2👌1
14 Nov 2026, 13:56 UTC≈5,830 views48 reactionsread 15 November 2026 🚨 बड़ी खबर
📢 शिक्षा विभाग की आगामी (नवीन भर्ती कैलेंडर) भर्तियों की अर्थना, संबंधित परीक्षा एजेंसी को भेजने के लिए प्रस्ताव स्वीकृति हेतु भेजे जा चुके हैं। ✅
❤35👍6👌5🕊1😍1
14 Nov 2026, 13:38 UTC≈5,880 views35 reactionsread 15 November 2026 Video
🔥🇮🇳 India Won U19 Asia CUP Final 🏆
अंडर-19 एशिया कप 2026 के रोमांचक फाइनल में भारत ने हार के मुँह से जीत छीनकर पाकिस्तान को 1 विकेट से रौंदा और रिकॉर्ड 9वीं बार चैंपियन बना! 🏆 #U19AsiaCup2026
❤30👌3✍2
14 Nov 2026, 10:27 UTC≈6,050 views22 reactionsread 15 November 2026 Photo
आभूषण एक नजर में 👍❤️
❤14👍6👌2
14 Nov 2026, 10:22 UTC≈5,560 views26 reactionsread 15 November 2026 Photo
इस बैठक के आधार पर राजस्थान के सरकारी स्कूलों में ये बदलाव हो सकते हैं:
1. स्कूलों में नामांकन के आधार पर शिक्षकों की संख्या निर्धारित हो सकती है।
2. जिन स्कूलों में शिक्षक अधिक हैं, वहाँ अतिरिक्त शिक्षक घोषित हो सकते हैं।
3. जिन स्कूलों में शिक्षक कम हैं, वहाँ पदों की आवश्यकता तय हो सकती है।
4. तृतीय श्रेणी लेवल-1 और लेवल-2 के स्वीकृत पदों की समीक्षा हो सकती है।
5. विषयवार शिक्षकों की उपलब्धता और कमी का आकलन हो सकत…
❤20✍3👌3
14 Nov 2026, 10:22 UTC≈4,340 views20 reactionsread 15 November 2026 Photo
निशानेबाज रुद्रांश को मिला अर्जुन अवार्ड
रुद्रांश ने एशियन पैरा गेम्स में दो रजत पदक जीतकर देश का मान बढ़ाया।
भरतपुर के पैरा शूटर रुद्रांश खंडेलवाल ने अपने संघर्ष, दृढ़ इच्छाशक्ति और शानदार खेल प्रदर्शन से इस बात को साबित कर दिया है।
महज आठ साल की उम्र में एक दर्दनाक हादसे में अपना एक पैर गंवाने वाले रुद्रांश को राष्ट्रपति द्रौपदी मुर्मू ने शुक्रवार को प्रतिष्ठित अर्जुन अवार्ड से सम्मानित किया है।
❤17✍3
Showing the 12 most recent of 27 posts we hold for @teacher_exams48. 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.
Mentions
Named by 1 registered channel — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.
Named by
Channels on the register whose posts name this channel's handle.
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 14 November 2026 — this
entry's latest reading, not the date you are reading this.
“राजस्थान शिक्षक भर्ती 📚📝❣️” (@teacher_exams48), 82,888 subscribers as measured 14 November 2026. Telegram Register, tgregister.com/channel/teacher_exams48.
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.