🚀 Data Science Roadmap 2026 📘 Phase 2: Mathematics & Statistics for Data Science 📖 Topic 13: Law of Large Numbers (LLN) The Law of Large Numbers is a fundamental concept in probability and statistics. As the number of observations increases, the sample average tends to get closer to the true population average, provided the observations satisfy appropriate conditions. This is why collecting more representativ…

Channel
Data Science
@datascienceofficial
On this record: Topic · Growth · Engagement · Posts · Polls · Citations · Cite this entry
371subscribers
+63 since we began measuring on 17 August 2026
Risers and fallers across the register · movement among entries of Under 1,000.
Register entry
| Telegram ID | -1001527581548 |
|---|---|
| Type | Channel |
| Username | @datascienceofficial |
| Created | Between 1 August 2021 and 28 February 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 16 September 2026 |
| Last confirmed live | 2 November 2026 |
| Measurements held | 12 |
| Confirmed unchanged | 1 time, most recently 2 November 2026 |
| On Telegram | t.me/datascienceofficial |
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 22 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 the other topics.
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 2 Nov 2026, 06:01 | 371 | +6 |
| 26 Oct 2026, 13:16 | 365 | +2 |
| 19 Oct 2026, 08:06 | 363 | +4 |
| 13 Oct 2026, 04:38 | 359 | +5 |
| 3 Oct 2026, 07:19 | 354 | +12 |
| 18 Sept 2026, 14:19 | 342 | +4 |
| 16 Sept 2026, 16:22 | 338 | no change |
| 10 Sept 2026, 08:35 | 338 | +4 |
| 1 Sept 2026, 21:05 | 334 | +9 |
| 26 Aug 2026, 01:59 | 325 | +13 |
| 18 Aug 2026, 08:46 | 312 | +4 |
| 17 Aug 2026, 15:30 | 308 | first reading |
Engagement
20 posts held, back to 15 August 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 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 20 posts for this entry, the most recent from 13 September 2026. An engagement rate over an empty window would be a number about nothing.
Recent posts
𝗧𝗵𝗼𝘀𝗲 𝘄𝗵𝗼 𝘄𝗮𝗻𝘁 𝗿𝗲𝗳𝗲𝗿𝗿𝗮𝗹𝘀 𝗮𝗻𝗱 𝗝𝗼𝗯𝘀 𝗮𝗻𝗱 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽𝘀 𝗼𝗽𝗽𝗼𝗿𝘁𝘂𝗻𝗶𝘁𝗶𝗲𝘀 𝗳𝗿𝗼𝗺 𝗧𝗼𝗽 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗕𝗮𝘀𝗲𝗱, 𝗦𝗲𝗿𝘃𝗶𝗰𝗲 𝗕𝗮𝘀𝗲𝗱 𝗮𝗻𝗱 𝗦𝘁𝗮𝗿𝘁 𝘂𝗽 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗹𝗶𝗸𝗲 𝗔𝗺𝗮𝘇𝗼𝗻, 𝗚𝗼𝗼𝗴𝗹𝗲, 𝗔𝗽𝗽𝗹𝗲, 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁, 𝗜𝗕𝗠, 𝗧𝗖𝗦, 𝗖𝗼𝗴𝗻𝗶𝘇𝗮𝗻𝘁, 𝗪𝗶𝗽𝗿𝗼, 𝗖𝗧𝗦, 𝗚𝗼𝗹𝗱𝗺𝗮𝗻 𝗦𝗮𝗰𝗵𝘀, 𝗢𝗹𝗮, 𝗨𝗯𝗲𝗿, 𝗭𝗼𝗺𝗮𝘁𝗼, 𝗦𝘄𝗶𝗴𝗴𝘆, 𝘂𝗽𝗚𝗿𝗮𝗱, 𝗖𝘂𝗿𝗲 𝗙𝗶𝘁, 𝗛𝗮𝗰𝗸𝗲𝗿𝗿𝗮𝗻𝗸, 𝗚𝗲𝗲𝗸𝘀𝗳𝗼𝗿𝗴𝗲𝗲𝗸𝘀 𝗮𝗻𝗱 𝗺𝗮𝗻𝘆 𝗺𝗼𝗿𝗲, 𝗰𝗮𝗻 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲 𝗯𝗲𝗹𝗼𝘄 network. Join WhatsApp Channel👇 https://whatsapp.com/channel/0029VbAi27y0lwghBe9mE42i WhatsApp Com…
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Your telegram is working properly or not.
- It's not working.31%
- It's working properly.69%
Shares as published. No per-option vote count is published by Telegram, so none is shown.
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Here are some essential data science concepts from A to Z: A - Algorithm: A set of rules or instructions used to solve a problem or perform a task in data science. B - Big Data: Large and complex datasets that cannot be easily processed using traditional data processing applications. C - Clustering: A technique used to group similar data points together based on certain characteristics. D - Data Cleaning: The pro…
Showing the 12 most recent of 20 posts we hold for @datascienceofficial. 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.
Polls
The 2 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.
Your telegram is working properly or not.
- It's not working.31%
- It's working properly.69%
Shares as published. No per-option vote count is published by Telegram, so none is shown.
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- Yes, I will buy a GATE CSE course for 7,999/-.28%
- No, I am not interested.72%
Shares as published. No per-option vote count is published by Telegram, so none is 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 20 most recent posts we hold, published 15 August 2026 to 13 September 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.
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.
Mentions
Named by 21 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.
@realgroupforprogrammer · 24,28417 postsJobs and Internships Updates
@jobsandinternshipsupdates · 43,22813 postsJobs and Internships India
@jobsandinternshipsindia · 21,0614 postsCoding Community
@Coding_CommunityOfficial · 7,2373 postsBig Data
@bigdata_official · 3182 postsDevOps
@DevOps_official · 3912 postsSoftware Development
@softwaredevelopment_official · 3582 postsWeb Development and Web Designing
@webdevelopmentanddesigning · 4742 postsAndroid Development
@androiddevelopment_official · 3111 postAndroid Development
@androiddevelopmentofficial · 2431 postApp Development
@appdevelopment_official · 3671 postApp Development
@appdevelopmentofficial · 2761 postArtificial Intelligence
@artificialintelligence_official · 6291 postBig Data
@bigdataofficial · 2711 postCloud Computing
@cloudcomputing_official · 3381 postDigital Marketing
@digitalmarketing_official · 2961 postEthical Hacking
@ethicalhacking_official · 2671 postProgramming Books
@programmingbooks_official · 5921 postProgramming Books
@programmingbooksofficial · 3821 postPython
@python_programming_resources · 1,2911 postWeb Development and Web Designing
@webdevelopmentandwebdesigning · 4631 post
Names
Channels on the register whose handles appear in this channel's posts.
@DevOps_official · 3916 postsSoftware Development
@softwaredevelopment_official · 3586 postsWeb Development and Web Designing
@webdevelopmentanddesigning · 4746 postsJobs and Internships India
@jobsandinternshipsindia · 21,0614 postsJobs and Internships Updates
@jobsandinternshipsupdates · 43,2284 postsGROUP FOR PROGRAMMERS🖥
@realgroupforprogrammer · 24,2844 postsAndroid Development
@androiddevelopment_official · 3112 postsAndroid Development
@androiddevelopmentofficial · 2432 postsApp Development
@appdevelopment_official · 3672 postsApp Development
@appdevelopmentofficial · 2762 postsArtificial Intelligence
@artificialintelligence_official · 6292 postsBig Data
@bigdataofficial · 2712 postsCoding Community
@Coding_CommunityOfficial · 7,2372 postsData Structures and Algorithms
@datastructuresandalgoofficial · 5972 postsDevOps
@DevOpsofficial · 5362 postsDigital Marketing
@digitalmarketing_official · 2962 postsEthical Hacking
@ethicalhacking_official · 2672 postsMachine Learning
@machinelearning_official · 6132 postsMachine Learning
@machinelearningofficial · 3892 postsProgramming Bay
@programmingbay · 2,2272 postsProgramming Books
@programmingbooks_official · 5922 postsProgramming Guide
@programmings_guide · 2,2282 postsPython
@python_programming_resources · 1,2912 postsWeb Development and Web Designing
@webdevelopment_official · 6552 posts
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 2 November 2026 — this entry's latest reading, not the date you are reading this.
“Data Science” (@datascienceofficial), 371 subscribers as measured 2 November 2026. Telegram Register, tgregister.com/channel/datascienceofficial.
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.