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Channel

Job Marg (jobmarg.in)

@jobmarg

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

1,172subscribers

-38 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 1,000–3,162.

Register entry

Telegram ID-1002890800715
TypeChannel
Username@jobmarg
CreatedBetween 1 June 2025 and 30 September 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live14 September 2026
Measurements held12
Confirmed unchanged1 time, most recently 14 September 2026
On Telegramt.me/jobmarg

Topic

Job listings — 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 11 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
@dshelpingforever/119597 Aug 2026, 03:30 UTC@jobmarg/2925 · this entry7 Aug 2026, 03:30 UTC1.00under a minute
@dshelpingforever/119617 Aug 2026, 04:53 UTC@jobmarg/2926 · this entry7 Aug 2026, 04:53 UTC1.00under a minute
@dshelpingforever/119627 Aug 2026, 06:59 UTC@jobmarg/2927 · this entry7 Aug 2026, 06:59 UTC1.00under a minute
@dshelpingforever/119647 Aug 2026, 08:19 UTC@jobmarg/2928 · this entry7 Aug 2026, 08:19 UTC1.00under a minute
@dshelpingforever/119657 Aug 2026, 09:17 UTC@jobmarg/2929 · this entry7 Aug 2026, 09:17 UTC1.00under a minute
@dshelpingforever/119667 Aug 2026, 09:41 UTC@jobmarg/2930 · this entry7 Aug 2026, 09:41 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@dshelpingforever9 (8/8 hand-verifiable sample passed)1.00under a minute@dshelpingforever (81)

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. 8 of the 8 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 14 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 @jobmarg — 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 8 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

1,1721,2101,1917 August 2026 — 1,210 subscribers7 August 2026 — 1,210 subscribers12 August 2026 — 1,207 subscribers15 August 2026 — 1,201 subscribers18 August 2026 — 1,199 subscribers21 August 2026 — 1,195 subscribers27 August 2026 — 1,192 subscribers30 August 2026 — 1,189 subscribers2 September 2026 — 1,187 subscribers6 September 2026 — 1,182 subscribers11 September 2026 — 1,176 subscribers14 September 2026 — 1,172 subscribers7 August 202614 September 2026
12 measurements spanning 38 days, net -38. 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 1,166–1,216 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
14 Sept 2026, 12:151,172-4
11 Sept 2026, 02:191,176-6
6 Sept 2026, 12:161,182-5
2 Sept 2026, 07:021,187-2
30 Aug 2026, 13:141,189-3
27 Aug 2026, 23:281,192-3
21 Aug 2026, 18:091,195-4
18 Aug 2026, 14:241,199-2
15 Aug 2026, 17:581,201-6
12 Aug 2026, 02:471,207-3
7 Aug 2026, 23:161,210no change
7 Aug 2026, 21:311,210first reading

Engagement

16 posts held, back to 5 August 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page of Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 16 posts for this entry, the most recent from 7 August 2026. An engagement rate over an empty window would be a number about nothing.

Recent posts

7 Aug 2026, 11:23 UTC54 viewsread 7 August 2026

✅ RRB Group D City Intimation Slip 09/2025 Out for 17th Aug https://dshelpingforever.co.in/rrb-group-d-admit-card-2026.html

7 Aug 2026, 10:35 UTC61 viewsread 7 August 2026

📢 Army AOC Recruitment 2026 – बंपर भर्ती का नोटिफिकेशन जारी! 🇮🇳 🔥 Tradesman Mate, Fireman, Junior Office Assistant, MTS, Material Assistant सहित कई पदों पर भर्ती। 🎓 10वीं / 12वीं / Graduate उम्मीदवारों के लिए शानदार मौका। 💰 Salary: ₹18,000 से ₹92,300 (पद के अनुसार)। 🔗 पूरी जानकारी व आवेदन प्रक्रिया: https://dshelpingforever.co.in/army-aoc-recruitment.html 📲 Defence Jobs की तैयारी करने वाले सभी दोस्तों के साथ जरूर

7 Aug 2026, 09:41 UTC59 viewsread 7 August 2026

📢 Bihar Rojgar Setu Portal 2026 – घर बैठे करें Registration! 💼 ✅ बिहार के युवाओं के लिए रोजगार, Skill Training, Job Fair और Placement का शानदार पोर्टल। 📝 घर बैठे ऑनलाइन Registration करें और अपने जिले के Job Fair व नौकरी के अवसरों का लाभ उठाएँ। 🔗 पूरी जानकारी व Registration Process: https://jobmarg.in/bihar-rojgar-setu-portal/ 📲 बिहार के सभी बेरोजगार युवाओं के साथ यह जानकारी जरूर शेयर करें।

7 Aug 2026, 09:17 UTC58 viewsread 7 August 2026

उत्तर प्रदेश यूपी पर्यटन विभाग में नौकरी ▼ 👻 🔥 Computer Operator & PEON ✅ Qualification - 10th (High School) | 12th (Intermediate) 📢 Last Date -- 07/08/2026 More Details & Apply Online 🚀🚀 👉 https://tinyurl.com/2h8cv9mf

7 Aug 2026, 08:19 UTC58 viewsread 7 August 2026

📢 DLSA Gadchiroli PLV Recruitment 2026 – 450 पदों पर भर्ती! ⚖️ ✅ Para Legal Volunteer (PLV) के 450 पदों पर भर्ती। 🎓 10वीं पास उम्मीदवार आवेदन कर सकते हैं। 📝 Offline आवेदन आमंत्रित किए गए हैं। समाज सेवा और कानूनी जागरूकता से जुड़े उम्मीदवारों के लिए शानदार अवसर। 🔗 पूरी जानकारी व आवेदन प्रक्रिया: https://tinyurl.com/4nzpa5t5 📲 सरकारी नौकरी और PLV भर्ती की तैयारी करने वाले सभी दोस्तों के साथ जरूर शेयर करें।

7 Aug 2026, 06:59 UTC63 viewsread 7 August 2026

📢 NTPC Deputy Manager Recruitment 2026 – Apply Online Started! ⚡ ✅ Deputy Manager के 135 पदों पर बंपर भर्ती। 🎓 B.E./B.Tech (संबंधित इंजीनियरिंग शाखा) उम्मीदवार आवेदन कर सकते हैं। 💰 Salary: ₹70,000 – ₹2,00,000 (E4 Grade) 📅 Last Date: 20 अगस्त 2026। 🔗 पूरी जानकारी व आवेदन प्रक्रिया: https://dshelpingforever.co.in/ntpc-deputy-manager-recruitment-2026.html 📲 इंजीनियरिंग और PSU Jobs की तैयारी करने वाले सभी दोस्तों के स

7 Aug 2026, 04:53 UTC72 viewsread 7 August 2026

🚨 Minor PAN Card Online Apply 2026 शुरू! ✅ 18 वर्ष से कम उम्र के बच्चों के लिए PAN Card बनाएं ✅ Parent/Guardian के माध्यम से Online Apply करें ✅ Minor के 18 वर्ष पूरे होने पर PAN को अपडेट कराना होगा, PAN Number वही रहेगा। 👉 पूरी जानकारी: https://jobmarg.in/minor-pan-card-online-apply-status-check/ 📲 सभी अभिभावकों के साथ अभी शेयर करें।

7 Aug 2026, 03:30 UTC70 viewsread 7 August 2026

📢 Bihar Police BPSSC Sub Inspector SI (General Closed Cadre) Recruitment 2026 Online Form - अंतिम तिथि नज़दीक है। ✈️ 📄 Advt. No: 09/2026 📊 Total Post: 150 🔹Apply Start: 09 July 2026 ⏰ Last Date: 09 August 2026 🖋 Qualification: Graduation or Its Equivalent 🔗 Apply & Details Here: 👇 https://jobmarg.in/bpssc-bihar-police-sub-inspector-recruitment/ 📲 इस जानकारी को दोस्तों के साथ शेयर करें और सरकारी नौकरी अपडेट्स के लिए

7 Aug 2026, 03:30 UTC59 viewsread 7 August 2026
Forwarded from @dshelpingforeverFile

File, posted without a caption

7 Aug 2026, 01:56 UTC76 viewsread 7 August 2026

🚨 बिहार में 20,000+ पदों पर सीधी भर्ती! 🔥 ✅ Bihar Mega Job Fair 2026 के लिए ऑनलाइन आवेदन शुरू हो गया है। 🏢 देश की कई बड़ी कंपनियों में नौकरी पाने का शानदार मौका। 📌 10वीं, 12वीं, ITI, Diploma, Graduate सहित विभिन्न योग्यताधारी उम्मीदवार कर सकते हैं आवेदन। ⏳ मौका हाथ से निकलने से पहले तुरंत आवेदन करें। 👉 पूरी जानकारी और ऑनलाइन आवेदन लिंक: 🔗 https://jobmarg.in/bihar-mega-job-fair/

6 Aug 2026, 15:07 UTC93 viewsread 7 August 2026

🚨 बिहार में 20,000+ पदों पर सीधी भर्ती! 🔥 ✅ Bihar Mega Job Fair 2026 के लिए ऑनलाइन आवेदन शुरू हो गया है। 🏢 देश की कई बड़ी कंपनियों में नौकरी पाने का शानदार मौका। 📌 10वीं, 12वीं, ITI, Diploma, Graduate सहित विभिन्न योग्यताधारी उम्मीदवार कर सकते हैं आवेदन। ⏳ मौका हाथ से निकलने से पहले तुरंत आवेदन करें। 👉 पूरी जानकारी और ऑनलाइन आवेदन लिंक: 🔗 https://jobmarg.in/bihar-mega-job-fair/

Showing the 12 most recent of 16 posts we hold for @jobmarg. 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.

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.

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

“Job Marg (jobmarg.in)” (@jobmarg), 1,172 subscribers as measured 14 September 2026. Telegram Register, tgregister.com/channel/jobmarg.

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.