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Created
Between 1 April 2023 and 31 October 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated.
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 20 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.
Growth
16 measurements spanning 16 days, net +32. 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 52,613–52,697 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
22 Aug 2026, 06:35
52,669
-1
20 Aug 2026, 18:23
52,670
-17
19 Aug 2026, 17:21
52,687
+2
18 Aug 2026, 14:57
52,685
+12
17 Aug 2026, 17:19
52,673
+23
16 Aug 2026, 15:22
52,650
-16
14 Aug 2026, 22:25
52,666
+2
13 Aug 2026, 12:25
52,664
+14
12 Aug 2026, 14:55
52,650
+5
11 Aug 2026, 18:18
52,645
+3
10 Aug 2026, 21:46
52,642
+19
9 Aug 2026, 23:31
52,623
-5
8 Aug 2026, 21:50
52,628
+2
7 Aug 2026, 22:52
52,626
-8
6 Aug 2026, 22:45
52,634
-3
6 Aug 2026, 14:51
52,637
first reading
Engagement
57 posts held, back to 25 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 35 pagesof Telegram’s post history, 20 posts per page.
ERR · 30 days
1.76%
avg views ÷ 52,669 subscribers
Avg views / post
928
57 posts measured
Reaction rate
0.238%
reactions ÷ views · ER floor
Posts in window
57
of 57 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 39 of 57 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 22 August 2026
Posts held
57 (25 July 2026 – 22 August 2026)
Views total
52,871
Reactions total
88
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
22 Aug 2026, 13:54 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
359
Links
443
Lifetime counters from Telegram’s own channel header, read 22 August 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
88 reactions across 36 posts, in 1 kind.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
88
100.0%
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 39 of the 57 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 88reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 57 most recent posts we hold, published 25 July 2026 to 22 August 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.
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❤1
Showing the 12 most recent of 57 posts we hold for @dataanalystinterview. 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.
Citation-graph rank
Citation-graph rank — 1,259,160 of 1,583,249entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.
Mentions
Named by 2 registered channels — 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.
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.
Data Analyst Jobs @jobs_SQL · 91,192 Telegram ranks this channel #3 of 86 here — alongside 85 others — read 17 August 2026
SQL Programming Resources @sqlanalyst · 76,646 Telegram ranks this channel #6 of 85 here — alongside 84 others — read 19 August 2026
MS Excel for Data Analysis @excel_analyst · 72,374 Telegram ranks this channel #7 of 84 here — alongside 83 others — read 20 August 2026
Data Analytics @sqlspecialist · 110,775 Telegram ranks this channel #9 of 83 here — alongside 82 others — read 14 August 2026
Python Programming Books @dsabooks · 59,037 Telegram ranks this channel #12 of 89 here — alongside 88 others — read 22 August 2026
Data Science @sql_databases · 70,914 Telegram ranks this channel #12 of 73 here — alongside 72 others — read 20 August 2026
Python Projects & Resources @pythondevelopersindia · 63,316 Telegram ranks this channel #21 of 86 here — alongside 85 others — read 21 August 2026
Udemy Free Courses | Coding | ChatGPT | AI Crypto | Microsoft Certificate | Artificial Intelligence @udemy_free_courses_with_certi · 70,642 Telegram ranks this channel #21 of 80 here — alongside 79 others — read 20 August 2026
Machine Learning & Artificial Intelligence | Data Science Free Courses @datasciencefree · 67,978 Telegram ranks this channel #22 of 88 here — alongside 87 others — read 20 August 2026
Data Science & Machine Learning @datasciencefun · 77,305 Telegram ranks this channel #23 of 85 here — alongside 84 others — read 19 August 2026
Jobs | Internships | Placement | Interviews @getjobss · 113,225 Telegram ranks this channel #24 of 83 here — alongside 82 others — read 14 August 2026
Coding Projects @Programming_experts · 67,322 Telegram ranks this channel #28 of 84 here — alongside 83 others — read 20 August 2026
Machine Learning with Python @CodeProgrammer · 68,188 Telegram ranks this channel #39 of 84 here — alongside 83 others — read 20 August 2026
Web Development @webdevcoursefree · 79,334 Telegram ranks this channel #42 of 79 here — alongside 78 others — read 19 August 2026
Fresher Jobs Adda @Fresherjobsadda · 106,211 Telegram ranks this channel #45 of 93 here — alongside 92 others — read 15 August 2026
CODING SOLUTION - Placement Jobs & Materials @codingsolution_IT · 134,593 Telegram ranks this channel #49 of 86 here — alongside 85 others — read 13 August 2026
Work From Home JOBS with Foundthejob @seekeraswfh · 89,969 Telegram ranks this channel #71 of 93 here — alongside 92 others — read 17 August 2026
Way2Freshers @way2freshers · 113,407 Telegram ranks this channel #73 of 92 here — alongside 91 others — read 14 August 2026
Job Update with Foundthejob @foundthejob · 115,713 Telegram ranks this channel #73 of 92 here — alongside 91 others — read 14 August 2026
job4freshers.co.in @job4fresherss · 326,193 Telegram ranks this channel #90 of 92 here — alongside 91 others — read 10 August 2026
This channel appears in 20 seed channels' Telegram-generated recommendation lists 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 22 August 2026 — this
entry's latest reading, not the date you are reading this.
“Data Analyst Interview Resources” (@dataanalystinterview), 52,669 subscribers as measured 22 August 2026. Telegram Register, tgregister.com/channel/dataanalystinterview.
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.