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Telegram profile photo for HCL GUVI

Channel

HCL GUVI

@guvigeek

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

26,665subscribers

-51 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-1001416145094
TypeChannel
Username@guvigeek
DescriptionGUVI (Grab Your Vernacular Imprint) | An HCL Group Company | Learn AI, Data Science, Full Stack, AI/ML & UI/UX in 19+ Languages | 3M+ Learners | 1000+ Hiring Companies | Daily Job Updates & Free Tips!! Career Consultation: https://bit.ly/4j2Lt21
CreatedBetween 1 April 2019 and 30 November 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live13 October 2026
Measurements held36
Confirmed unchanged1 time, most recently 13 October 2026
On Telegramt.me/guvigeek

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 97% 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

26,66526,89026,777.57 August 2026 — 26,716 subscribers8 August 2026 — 26,743 subscribers9 August 2026 — 26,763 subscribers10 August 2026 — 26,765 subscribers11 August 2026 — 26,751 subscribers12 August 2026 — 26,758 subscribers13 August 2026 — 26,754 subscribers15 August 2026 — 26,735 subscribers16 August 2026 — 26,722 subscribers17 August 2026 — 26,732 subscribers18 August 2026 — 26,733 subscribers20 August 2026 — 26,771 subscribers21 August 2026 — 26,775 subscribers22 August 2026 — 26,771 subscribers24 August 2026 — 26,776 subscribers25 August 2026 — 26,770 subscribers26 August 2026 — 26,755 subscribers27 August 2026 — 26,759 subscribers28 August 2026 — 26,758 subscribers29 August 2026 — 26,752 subscribers30 August 2026 — 26,751 subscribers31 August 2026 — 26,790 subscribers1 September 2026 — 26,782 subscribers2 September 2026 — 26,778 subscribers3 September 2026 — 26,772 subscribers5 September 2026 — 26,767 subscribers8 September 2026 — 26,800 subscribers11 September 2026 — 26,785 subscribers13 September 2026 — 26,761 subscribers14 September 2026 — 26,786 subscribers16 September 2026 — 26,792 subscribers19 September 2026 — 26,785 subscribers25 September 2026 — 26,890 subscribers4 October 2026 — 26,798 subscribers8 October 2026 — 26,712 subscribers13 October 2026 — 26,665 subscribers7 August 202613 October 2026
36 measurements spanning 66 days, net -51. 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 26,631–26,924 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 36
Measured (UTC)SubscribersChange
13 Oct 2026, 00:1526,665-47
8 Oct 2026, 17:5726,712-86
4 Oct 2026, 03:3926,798-92
25 Sept 2026, 11:1626,890+105
19 Sept 2026, 03:3626,785-7
16 Sept 2026, 18:5626,792+6
14 Sept 2026, 21:1726,786+25
13 Sept 2026, 06:1826,761-24
11 Sept 2026, 08:1726,785-15
8 Sept 2026, 11:3526,800+33
5 Sept 2026, 06:1526,767-5
3 Sept 2026, 09:1426,772-6
2 Sept 2026, 05:4626,778-4
1 Sept 2026, 05:4626,782-8
31 Aug 2026, 07:0226,790+39
30 Aug 2026, 03:3226,751-1
29 Aug 2026, 01:3726,752-6
28 Aug 2026, 04:1826,758-1
27 Aug 2026, 05:2726,759+4
26 Aug 2026, 04:1526,755first reading

Engagement

93 posts held, back to 17 July 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 94 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
4.20%
avg views ÷ 26,665 subscribers
Avg views / post
1,120
38 posts measured
Reaction rate
0.088%
reactions ÷ views · ER floor
Posts in window
38
of 93 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 12 of 38 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 October 2026
Posts held93 (17 July 2026 – 13 October 2026)
Views total42,578
Reactions total14
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken13 Oct 2026, 07:59 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
974
Videos
145
Links
957

Lifetime counters from Telegram’s own channel header, read 13 October 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.

Reaction mix

97 reactions across 43 posts, in 4 distinct kinds. The most used accounts for 91.8% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤8991.8%
👍44.12%
🥰33.09%
🔥11.03%

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 51 of the 93 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 97 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 93 most recent posts we hold, published 17 July 2026 to 13 October 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

13 Oct 2026, 05:21 UTC135 viewsread 13 October 2026

SkillSprint Week 🚀 A power-packed week of masterclasses and hands-on workshops to boost your skills. Learn, build, and level up with experts- don’t miss it! 📅 15th Oct, 7:00 PM (IST) DevOps Workshop Topic: Can a Non-IT professional transition into DevOps Register Here (English): https://link.guvi.in/FU6wx Register Here (Tamil): https://link.guvi.in/1xDdy 📅 16th Oct, 7:00 PM (IST) Intel AIML Masterclass Topic: B…

13 Oct 2026, 04:18 UTC175 viewsread 13 October 2026

🚀 Working in BPO? Your Next Career Could Be in Data Analytics! What if your next career move doesn't mean starting from zero? 👀 Discover how you can move from a BPO role to a Data Analyst job, the skills you need, and how to prepare for the transition. 👉 Explore your next career move: https://tinyurl.com/7u8wzvuy

12 Oct 2026, 11:13 UTC359 viewsread 13 October 2026
Photo

📰 New this week: Do Financial Analysts Need Machine Learning to Become Data Scientists? Financial analysts already work with numbers, forecasts, reports, and business performance. If you are considering a move into Data Science, you may wonder whether you need to learn machine learning or whether your existing analytical experience is enough. Machine learning... Read the full article here 👉 https://tinyurl.com/274u…

12 Oct 2026, 06:17 UTC468 viewsread 13 October 2026
Poll

A company wants to predict next month's sales using data from previous months. Which Data Science technique would be most suitable?

  1. Clustering19%
  2. Regression54%
  3. Classification19%
  4. Dimensionality Reduction8%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

12 Oct 2026, 04:42 UTC470 viewsread 13 October 2026
Photo

🚀 What If Your Next Career Move Starts With the Skills You Already Have? Working in BPO and eyeing a career in Data Analytics? 👀 Your experience with customer interactions, reports, and problem-solving could give you a head start. The key is knowing which skills to build on and what to learn next. 👇 Ready to explore the possibilities? 👉 Discover how to turn your BPO experience into a Data Analytics career: https:…

9 Oct 2026, 11:13 UTC824 views1 reactionsread 13 October 2026

📊 Accountant to Data Analyst: Do You Really Need to Be a Coding Expert? 👀 If you already work with numbers, spreadsheets, and financial data, you may have a head start in Data Analytics. But how much coding do you actually need to learn to make the switch? Find out what skills to build and how to take your next career step. 👇 👉 Explore the guide: https://tinyurl.com/56bv2htj

❤1

9 Oct 2026, 10:49 UTC695 viewsread 13 October 2026
Photo

📰 New this week: BPO to Data Analyst : Is It Time to Switch? | Skills, Roadmap & Career Path What if the customer data, performance reports, and business metrics you work with in a BPO could open doors to an entirely different career? One with opportunities beyond traditional customer support and operations roles? India’s Data Analytics market is projected to... Read the full article here 👉 https://tinyurl.co…

9 Oct 2026, 04:42 UTC673 viewsread 13 October 2026
Photo

🧠 CONCEPT IN 60 SECONDS: WHAT IS DATA CLEANING? 🧹 Ever wondered why Data Scientists spend so much time fixing data before analyzing it? 👀 Real-world data can contain missing values, duplicate records, and incorrect entries. That’s where data cleaning comes in! 📊 Think of it this way: ❌ Messy Data → Missing values, duplicates, errors ✅ Clean Data → Consistent, accurate, analysis-ready information 💡 Why does it mat…

8 Oct 2026, 13:38 UTC699 viewsread 13 October 2026

📞 Working in BPO and Thinking About a Career Switch? You don’t have to stay in BPO forever. Your experience can be a starting point for moving into Data Analytics — but what skills do you need, and where should you begin? 👉 Here’s your roadmap from BPO to Data Analytics: https://tinyurl.com/3b7p2nun #CareerSwitch #BPO #HCLGUVI

8 Oct 2026, 07:43 UTC707 viewsread 13 October 2026

📉 Will Switching From Team Lead to Data Analyst Mean a Salary Cut? Thinking about moving into Data Analytics but worried about what happens to your salary? Before making the switch, understand the salary differences, career opportunities, and what you can expect from this transition. 👀 👉 Read the full breakdown: https://tinyurl.com/374jh496 #DataAnalytics #CareerSwitch #HCLGUVI

8 Oct 2026, 04:50 UTC674 views1 reactionsread 13 October 2026
Photo

https://www.linkedin.com/feed/update/urn:li:activity:7513569472096612352 🚀 HCL GUVI STRENGTHENS TECH SKILLING IN UTTAR PRADESH A new Emerging Tech Skilling Center by HCL GUVI has been inaugurated in Lucknow, marking another step towards creating more opportunities for technology-led learning and career growth. 💻 As HCLTech completes 10 years in Uttar Pradesh, the initiative highlights the growing focus on building…

❤1

7 Oct 2026, 11:54 UTC834 viewsread 13 October 2026

💰 WHAT HAPPENS TO YOUR SALARY WHEN YOU MOVE FROM OPERATIONS TO DATA SCIENCE? Thinking about a career switch is one thing. Knowing what it could do for your earning potential is another. 👀 If you're an Operations Manager considering Data Science, you’ve probably wondered: 👉 Will the switch actually be worth it? 👉 What salary can I expect in Data Science? 👉 How does it compare with my current career path? We’ve bro…

Showing the 12 most recent of 93 posts we hold for @guvigeek. 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

@guvigeek edited 1 post 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
12 August 2026
Most recent edit
12 August 2026

Polls

The 3 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.

12 Oct 2026, 06:17 UTCAnonymous Quiz37 voters

A company wants to predict next month's sales using data from previous months. Which Data Science technique would be most suitable?

  1. Clustering19%
  2. Regression54%
  3. Classification19%
  4. Dimensionality Reduction8%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

14 Aug 2026, 07:31 UTCAnonymous Poll61 voters

In an AI agent system, what is the purpose of to Calling?

  1. Permanently retrain the model after every user request15%
  2. To increase the number of parameters in the language model20%
  3. To let the model interact with external systems and perform actions72%
  4. To replace the models, language generation capability20%

The shares total 127%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.

22 Jul 2026, 06:57 UTCAnonymous Poll117 voters

What problem does JWT (JSON Web Token) primarily solve in web applications?

  1. Load balancing requests16%
  2. Reducing CSS file size16%
  3. Stateless authentication between client and server69%
  4. Database indexing20%

The shares total 121%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not 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 93 most recent posts we hold, published 17 July 2026 to 13 October 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.

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.

Cloud, Data Science, Management Jobs Updates
@Jobalertforfreshers · 1,559
#1
Computer Science and Programming
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#2
CodeHype 🚀
@codehype · 23,285
#3
Blue Pearl Computer Education
@bluepearlcomputereducation · 409
#4
iOS Jobs & News
@ios_jobs_news · 212 (as read 11 September 2026)
#5
Credefi News Channel
@credefi_news · 2,695
#6
The Sanghi Millenial.
@thesanghi · 1,035
#7
TheAIPedia
@theaipedia · 737
#8
Computer Science and Programming
@computer_science_and_programming · 139,656
#9
EmbarkX | Learn Programming
@embarkx · 2,685
#10
Engineer Every Day
@EngineeringJOBSonline · 1,989
#11
Pantech E Learning
@pantechelearning · 9,421
#12
Interesting Engineering
@ieofficial · 65,690
#13
Netzwerk Academy
@netzwerkacademy · 1,649
#14
thevamshi_krishna
@thevamshikrishna · 1,963
#15
Science in telegram
@science · 120,356
#16
Latest Off Campus Placement
@Latestoffcampusplacement · 2,285
#17
Exploring Geology
@ExploringGeology · 4,916
#18
Coding Stack AI 🤖
@Codingstack · 14,068
#19
Secrets of More Money
@findtechjobs · 6,590
#20
After 12th | PickMyCareer
@pickmycareerupdates · 6,439
#21
Digital Dreams :: Midjourney | Stable Diffusion | Leonardo | Runway | Generative AI
@ai_art_beauty_image_midjourney · 8,517
#22
The Stocks Street 🔆
@thestocksstreet · 15,835
#23
Mr. Crypto Tamilan
@MrCrypto_Tamilan · 2,335
#24
Free Online courses with Certification Python, Data Science, Java, Web development, AI, ML, Finance, Hacking, Marketing
@freecourses_certificates · 3,327
#25
Hi-Tech Daily News
@hitechdailynews · 16,424
#26
Web Development
@webdev_trainings · 133,896
#27
Daily HINDI Motivational Thoughts™ VICHAR
@HINDI_MOTIVATIONAL_QUOTES_VICHAR · 142,540
#28
✝Tamil Bible Verses✝
@BibleDailyVerses · 473
#29
NIFTY AND BANKNIFTY OPTIONS CALL
@NIFTY_AND_BANKNIFTY_OPTIONS_CALL · 2,020
#30
Telegram Tips
@telegramtips · 10,831,797
#31
UM BLR INFO
@UMBLRINFO · 906
#32
BTST earning with patience ✈️✈️🏌‍♂🏌‍♂
@btst_earn_with_patience · 3,778
#33
CISA CISM CRISC CGEIT
@zocertifications · 1,685
#34
Tamilnadu Job Alerts
@tamilnadu_exams · 3,436
#35
UTTARADI MATH
@UM_INFO · 3,852
#36
Calicut University Notifications 🎓
@calicutuniversityupdates · 2,908
#37
CSS (WebDev Simplified)
@cssWeb_Dev · 3,220
#38
Tradeonlevel
@tradeonlevel · 2,924
#39
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@vizaglocalwire · 1,512
#40
EVERYONE PHARMA ACADEMY🐯
@everyonepharmaacademy · 4,131
#41
Hamster Kombat Announcement
@hamster_kombat · 20,354,943
#42
Automation Testing
@AutomationWithIla · 3,148
#43
Govt_job_question
@govtjobquestion · 8,957
#44
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@scrsindia · 3,523
#45
Breathtaking Technologies
@softwareninja · 13,075
#46
Thoothukudi Employment Office.
@tutystudycircle · 8,042
#47
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@JavaScript_Trainings · 96,527
#48
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@ourearthgalaxy · 11,507
#49

Read from Telegram’s recommendation API, most recently 11 September 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.

Daily HINDI Motivational Thoughts™ VICHAR
@HINDI_MOTIVATIONAL_QUOTES_VICHAR · 142,540
Telegram ranks this channel #41 of 64 here — alongside 63 others — read 21 August 2026

This channel appears in 1 seed channel's Telegram-generated recommendation list in total. 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 13 October 2026 — this entry's latest reading, not the date you are reading this.

“HCL GUVI” (@guvigeek), 26,665 subscribers as measured 13 October 2026. Telegram Register, tgregister.com/channel/guvigeek.

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.