Telegram RegisterThe public register of Telegram

Channel

Data Geeks

@datageeksclub

On this record: Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Handles named that no longer answer · Cite this entry

15subscribers

+0 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1002572181615
TypeChannel
Username@datageeksclub
DescriptionWe crave data that means a lot
CreatedBetween 1 March 2025 and 31 July 2025— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded11 August 2026
Last confirmed live13 August 2026
Measurements held2
On Telegramt.me/datageeksclub

Growth

156 August 2026 — 15 subscribers11 August 2026 — 15 subscribers6 August 202611 August 2026
2 measurements spanning 6 days. 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 14–16 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
11 Aug 2026, 22:4615no change
6 Aug 2026, 05:1815first reading

Engagement

19 posts held, back to 16 December 2025the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof 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 19 posts for this entry, the most recent from 6 January 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Photos
63

Lifetime counters from Telegram’s own channel header, read 11 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

13 reactions across 12 posts, in 3 distinct kinds. The most used accounts for 46.2% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
👀646.2%
430.8%
🦄323.1%

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 12 of the 19 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 13reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 19 most recent posts we hold, published 16 December 2025 to 6 January 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

6 Jan 2026, 10:06 UTC40 views2 reactionsread 11 August 2026
Photo

In 2024, just 12% of companies were classified as AI Achievers—those successfully combining mature strategies with operational excellence to generate value—while 63% remained AI Experimenters, struggling with both. Source: Accenture AI Maturity Report 2024

2

31 Dec 2025, 14:47 UTC40 viewsread 11 August 2026
Photo

Happy New Year! What’s one thing you’re committing to actually achieve in 2026 — not just wish for? Saving more money (26%), improving physical health (22%), and simply “being happy” (22%) top the list of 2025 resolutions for American adults. Over half of U.S. citizens say they won’t set any goal at all this year. Source: YouGov

30 Dec 2025, 16:43 UTC29 viewsread 11 August 2026
Photo

Global IT spending is projected to hit $5.74 trillion in 2025, up 9.3% from 2024, yet only 26% of CIOs feel confident in managing IT strategically. Source: Gartner, 2025

29 Dec 2025, 07:41 UTC23 viewsread 11 August 2026
Photo

In 2026, GenAI (+38%) and AI (+36%) top CIOs’ funding priorities, while on-premises infrastructure is the only area with a net funding decline (–5%). Source: Gartner, 2025

25 Dec 2025, 12:41 UTC24 viewsread 11 August 2026
Photo

Holiday retail sales in the U.S. are forecasted to hit between $1.02T and $1.07T in 2025, reflecting a 3.7%–4.2% increase over 2024. Source: National Retail Federation, U.S. Census

25 Dec 2025, 07:39 UTC21 viewsread 11 August 2026
Photo

In 2024, 53% of Americans bought gifts for others, 34% attended family Christmas parties, and 30% shared a holiday meal with friends—making gifting and socializing the top holiday season activities. Source: YouGov

24 Dec 2025, 15:38 UTC18 views1 reactionsread 11 August 2026
Photo

In 2025, the average American plans to spend $890 on holiday shopping, with families with kids spending even more—up to $743 just on gifts. Clothes remain the top gift bought and wanted, especially among Gen Z and Millennials. Credit: YouGov

👀1

24 Dec 2025, 14:34 UTC16 views1 reactionsread 11 August 2026
Photo

This Christmas, households with children plan to spend $743 on holiday gifts—up from $710 in 2024—while spending among all adults has slightly declined to $628. Families with kids are also more likely to buy gifts across every category, especially for friends (79% vs 68%) and co-workers (54% vs 34%). Source: National Retail Federation (NRF), 2025 October Holiday Consumer Survey

👀1

24 Dec 2025, 07:36 UTC16 views1 reactionsread 11 August 2026
Photo

30% of U.S. adults say they find gift inspiration from ads, with Millennials (35%) and Gen Z (34%) most influenced, while only 22% of Boomers agree. Additionally, Gen Z is most likely to report spending more on Christmas gifts than last year (36%). Source: YouGov

🦄1

23 Dec 2025, 07:26 UTC15 views1 reactionsread 11 August 2026
Photo

Only 26% of executives believe their fellow C-suite leaders are confident and proficient in AI. Source: Gartner, 2025

1

22 Dec 2025, 15:32 UTC13 views1 reactionsread 11 August 2026
Photo

In 2025, U.S. consumers plan to spend $890 per person on gifts, food, decorations, and other holiday items—slightly below the 2024 peak of $902, but still well above pre-pandemic levels. Source: National Retail Federation (NRF), 2025 October Holiday Consumer Survey.

👀1

22 Dec 2025, 12:23 UTC14 views1 reactionsread 11 August 2026
Photo

Black Friday online sales reached a record $10.8B in 2024, up 10.2% YoY, continuing a strong rebound after a brief dip in 2021. Forecasts project $11.7B in 2025, pushing Cyber 5 totals past $41B. Source: Resourcera

👀1

Showing the 12 most recent of 19 posts we hold for @datageeksclub. 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 — 153,985 of 1,350,102entries 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.

Forward network

Republished by

Channels on the register that have forwarded this channel's posts into their own feed.

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

“Data Geeks” (@datageeksclub), 15 subscribers as measured 11 August 2026. Telegram Register, tgregister.com/channel/datageeksclub.

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.