Channel

An Approach To UPSC CSE (By Arpit Gupta AIR 54)

@arpit_gupta_54

On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry

19,789subscribers

-250 since we began measuring on 7 August 2026

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

Register entry

Telegram ID	-1001664766893
Type	Channel
Username	@arpit_gupta_54
Created	Between 1 December 2021 and 30 April 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded	7 August 2026
Last confirmed live	17 September 2026
Measurements held	31
Confirmed unchanged	1 time, most recently 17 September 2026
On Telegram	t.me/arpit_gupta_54

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 10 September 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.

Growth

31 measurements spanning 41 days, net -250. 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 19,752–20,077 and does not start at zero.

Measurement log — every subscribers count we have recorded, most recent 20 of 31
Measured (UTC)	Subscribers	Change
17 Sept 2026, 14:59	19,789	-14
15 Sept 2026, 16:36	19,803	-10
14 Sept 2026, 00:37	19,813	-14
12 Sept 2026, 06:20	19,827	-11
9 Sept 2026, 22:15	19,838	-24
6 Sept 2026, 15:38	19,862	-12
4 Sept 2026, 04:38	19,874	-6
2 Sept 2026, 14:54	19,880	-8
1 Sept 2026, 16:44	19,888	-10
31 Aug 2026, 19:27	19,898	-15
30 Aug 2026, 17:06	19,913	-9
29 Aug 2026, 18:34	19,922	-3
28 Aug 2026, 17:35	19,925	-5
27 Aug 2026, 16:45	19,930	-6
26 Aug 2026, 15:53	19,936	+1
25 Aug 2026, 14:02	19,935	-6
24 Aug 2026, 14:18	19,941	-8
22 Aug 2026, 21:37	19,949	-2
20 Aug 2026, 15:05	19,951	-11
19 Aug 2026, 17:52	19,962	first reading

Engagement

20 posts held, back to 17 April 2024 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 55 pages 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 20 posts for this entry, the most recent from 22 August 2025. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime: 29s
Average length: 29s

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

4,794 reactions across 20 posts, in 12 distinct kinds. The most used accounts for 71.6% of them.

Every reaction kind recorded on the sample, most used first
Reaction	Count	Share
❤	3,431	71.6%
👍	911	19.0%
🙏	142	2.96%
🔥	81	1.69%
👏	78	1.63%
😢	67	1.40%
🥰	41	0.855%
🤔	13	0.271%
😁	10	0.209%
🤩	9	0.188%
🤯	6	0.125%
🎉	5	0.104%

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 20 of the 20 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 4,794 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 17 April 2024 to 22 August 2025, 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

22 Aug 2025, 20:14 UTC≈22,000 views227 reactionsread 3 September 2026

Hello people, I know the nerves would be high. Huge stakes are involved. Aisa lagega ki bahot hi bada day hai aur sab kuch isi pe depend karta hai. But let me tell you, aisa hota nahi hai. I will be frank, i couldn’t sleep the whole night before essay exam in my 2nd attempt. I took a medicine in the morning, and went to exam and just remained calm as if jo hoga dekhenge yar ab kya hi kar sakte hain. Don’t have this p…

❤208🔥6🙏5👏4🤩2😢2

14 Jun 2025, 04:51 UTC≈30,400 views190 reactionsread 3 September 2026

Hello Everyone, The results have been out now. It would have been liberating feeling for the people who cleared it while it would be bigger than the heart break for people who couldn't. IF YOU CLEARED (read this): This is a very competitive game (rat race) to be honest. You have cleared just the 1st stage (called the elimination round). You have to face people who gave last interview and got IPS or who missed by few…

❤172👍6🔥6🥰3👏2🎉1

24 May 2025, 16:47 UTC≈29,200 views247 reactionsread 3 September 2026

Hello All, Just wanted to wish you all the best and say “give whatever you can and stay calm”. Carry your confidence even if you forget your pen as I say always. No gyan as such is needed. I know it’s a big night. Go and do what you worked hard for. Hoping for what you all deserve. Thanks Regards Random Indian Middle Class Guy

❤231👍14👏2

25 Apr 2025, 20:10 UTC≈37,200 views387 reactionsread 3 September 2026

It won’t happen in one day, but it would happen one day! Keep slogging till then! A reminder that the countdown for CSP25 has begun. Exactly 30 days from here you would be attempting your prelims paper. Focus 🧿 All the best bhaiyon/behenon 1 day over, 29 remain. एक दिन में नहीं होगा लेकिन एक दिन होगा। Regards Random Indian Middle Class Guy

❤310👍50🙏12🔥6🥰5👏3😁1

23 Apr 2025, 12:50 UTC≈34,600 views224 reactionsread 3 September 2026

This is a request from few of our fellow aspirants to those who cleared the exam this year with good ranks and won’t want forest seats: Humble Request to CSE Rankers Regarding IFoS Interview Since 2021, the IFoS interview is happening after CSE results. Many candidates who secured their desired CSE posts have chosen not to attend the IFoS interview — a gesture that has helped others make it to the IFoS final list,…

👍133❤88👏1🔥1🥰1

22 Apr 2025, 20:34 UTC≈28,200 views234 reactionsread 3 September 2026

Hello people, First of all, Congratulations to everyone who cleared the exam and became a part of the service. I know it would have been the best 12 hrs of life for you. I understand all the urge to go out and express yourself, your feelings/excitement, your happiness and energy. But, let’s just understand the fact that we got lucky after all the hard work we had done. We need to stay humble, keep the basic moral sen…

❤191👍38👏4🔥1

1 Jan 2025, 15:54 UTC≈34,800 views413 reactionsread 3 September 2026

Video

Hello Everyone, Hope you had a great start to the new year on the first day. Every new year brings us a lot of hope and every passing year leaves us with memories. While our personal spaces are occupied with these two, the disadvantaged section is still suffering somewhere. As we all start this year, I request to you all to take a resolution to try and offer the smallest help from your side to them. May be the peace …

❤317👍46🙏23😢20🥰5🤯2

10 Dec 2024, 06:12 UTC≈39,600 views171 reactionsread 3 September 2026

Hello people, I know a lot of you would be going through mixed feelings. The selected ones would be having a sense of satisfaction and a bit of excitement for interview. The destination would be seeming very near. Celebrate, but hold on, a great amount of smart work combined with planning is needed for the last stage and no blind mugging up would help. So, take 2-3 days and then get back to work. To the non-selecte…

👍95❤65🥰4😢4👏2😁1

9 Oct 2024, 19:06 UTC≈44,800 views571 reactionsread 3 September 2026

Photo

We have 100s of leaders today but none is loved by all, mostly they are hated by some and loved by many. In this world, it is really tough to be loved by everyone, remain an epitome of inspiration and always maintain the highest standard for everything that you do. Sir, you are that rare person whom we all love. You inspire us to do good, be good and see good. We don’t have true leaders like you in the current scena…

❤424🙏73😢38👍34👏2

19 Sept 2024, 14:31 UTC≈42,900 views275 reactionsread 3 September 2026

❤208👍60👏3🎉1🔥1🤔1😁1

15 Aug 2024, 05:40 UTC≈43,500 views249 reactionsread 3 September 2026

Happy Independence Day Everyone! It’s a great honour to celebrate Independence Day while we see our neighbourhood losing the true sense of Independence (i.e. democracy). I know this day doesn’t bring that much energy today as we see ourselves fighting with “aspirants’ crisis” in ORN and subsequent issues that emerged. We are also seeing another crisis in the form of women safety in Kolkata. But believe me when I say,…

❤187👍39🙏7🔥6🥰4🎉3👏3

8 Aug 2024, 16:51 UTC≈42,800 views41 reactionsread 3 September 2026

Jaya Sharma (Maths Optional) has created this channel to provide free guidance. She is an IPS officer of 2024 batch. She has been a consistent member of my maths optional group & finally achieved this. You can join 😊 https://t.me/jaya_sharma_cse23

❤27👍13👏1

Showing the 12 most recent of 20 posts we hold for @arpit_gupta_54. 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.

Alfred Thomas, AIR 33
@journeybeforedestination · 3,2821 post

Names

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

Annapurna Singh-AIR 99, UPSC CSE 2023
@AnnapurnaSingh_AIR99 · 14,0481 post Jaya Sharma-AIR 248, CSE'23
@jaya_sharma_cse23 · 1,6111 post Kunal Mishra IFS 🌱
@KunalMishra_IFS · 2,1971 post Shivam Kumar : AIR 19 UPSC CSE 2023
@shivam_upsc · 7,2471 post Tejas, AIR 37 : Navigating the UPSC Labyrinth
@tjtalkss · 12,5601 post

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

“An Approach To UPSC CSE (By Arpit Gupta AIR 54)” (@arpit_gupta_54), 19,789 subscribers as measured 17 September 2026. Telegram Register, tgregister.com/channel/arpit_gupta_54.

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.