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Channel

Startup & Business Ideas

@Learn_Startup

On this record: Topic · Growth · Engagement · What this channel posts · Reactions · Posts · Posts recorded as deleted · Citations · Telegram's recommendations · Cite this entry

33,066subscribers

+560 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 31,623–100,000.

Register entry

Telegram ID-1002076773366
TypeChannel
Username@Learn_Startup
Description🎁 Curated ideas for creating your business with amazing startup ideas. 💪 Build and grow your business 😎 Follow us to learn business and marketing without any boring theory For promotions: @love_data Buy ads: https://telega.io/c/Learn_Startup
CreatedBetween 1 November 2023 and 31 May 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live9 November 2026
Measurements held63
Confirmed unchanged1 time, most recently 9 November 2026
On Telegramt.me/Learn_Startup

Topic

Other / unclassifiable — 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 9 September 2026 and assigned it the closest of 31 fixed categories, at 55% 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

32,50633,16632,83633,0666 August 20269 November 2026
63 measurements spanning 95 days, net +560. 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 32,407–33,265 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 63
Measured (UTC)SubscribersChange
9 Nov 2026, 20:0933,066-19
8 Nov 2026, 09:1833,085-5
7 Nov 2026, 04:4833,090-6
6 Nov 2026, 05:2733,096-5
5 Nov 2026, 05:1633,101-5
4 Nov 2026, 06:2033,106-1
3 Nov 2026, 09:2933,107+6
2 Nov 2026, 11:1633,101+4
1 Nov 2026, 12:5533,097-7
31 Oct 2026, 15:2633,104-7
30 Oct 2026, 15:5633,111+7
29 Oct 2026, 14:4133,104-12
28 Oct 2026, 16:1033,116-1
27 Oct 2026, 17:2733,117-1
26 Oct 2026, 14:3933,118-10
25 Oct 2026, 15:4533,128+6
24 Oct 2026, 13:3633,122-18
23 Oct 2026, 16:5533,140-22
22 Oct 2026, 16:0633,162+8
21 Oct 2026, 07:4833,154first reading

Engagement

46 posts held, back to 16 June 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 173 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
5.62%
avg views ÷ 33,066 subscribers
Avg views / post
1,860
8 posts measured
Reaction rate
0.679%
reactions ÷ views · ER floor
Posts in window
8
of 46 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.

What these figures were computed from
WindowRolling 30 days · latest post in window 8 November 2026
Posts held46 (16 June 2026 – 8 November 2026)
Views total14,875
Reactions total101
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken10 Nov 2026, 19:17 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
795
Videos
3
Links
324

Lifetime counters from Telegram’s own channel header, read 10 November 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

793 reactions across 45 posts, in 13 distinct kinds. The most used accounts for 81.1% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤64381.1%
👍9211.6%
🔥202.52%
💯91.13%
🥰60.757%
❤‍🔥50.631%
😁50.631%
👎30.378%
👏30.378%
🤔30.378%
🤡20.252%
👌10.126%
😢10.126%

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 45 of the 46 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 793 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 46 most recent posts we hold, published 16 June 2026 to 8 November 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

Telegram’s own ‘edited’ marker: 0 of 8 posts held from the last 30 days (0%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

8 Nov 2026, 11:40 UTC871 views7 reactionsread 10 November 2026
Photo

Photo, posted without a caption

❤6👌1

6 Nov 2026, 08:07 UTC≈1,160 views6 reactionsread 10 November 2026

🗣 Positive attitudes: ✅ I recognize and accept my fears and anxieties, they will not interfere with my future ✅ I take care of myself, my body and those who are dear to me ✅ I listen to my inner voice and distinguish it from thoughts imposed from the outside ✅ I don't try to please everyone ✅ I confidently say "no" if the situation requires it ✅ I understand that the source of happiness lies within me, and not in th…

❤5👍1

6 Nov 2026, 08:03 UTC≈1,160 views3 reactionsread 10 November 2026

☕️ How to open a coffee shop Market analysis 🎲 According to a study conducted by analysts of the Russian Academy of Entrepreneurship, the main visitors to coffee shops during the daytime are business people. A ready-made example of organizing a regular cafe. 🎲 This niche in Russia is practically empty, so it is still difficult to provide data on the benefits of such an enterprise. Registration 🎲 It is most conveni…

❤3

24 Oct 2026, 07:32 UTC≈2,710 views24 reactionsread 10 November 2026
Photo

Photo, posted without a caption

❤20👍4

23 Oct 2026, 19:06 UTC≈2,670 views20 reactionsread 10 November 2026
Photo

Photo, posted without a caption

❤15🔥5

7 Oct 2026, 06:13 UTC≈4,390 views30 reactionsread 10 November 2026
Photo

Photo, posted without a caption

👍18❤11👏1

1 Oct 2026, 19:17 UTC≈5,100 views6 reactionsread 10 November 2026

How to make yourself better? ▶️ To become better, train your mind and organization: Your friends are your wealth. Grow together. After all, together is much more interesting than alone. Do you want to learn a language? Learn it with a friend, sign up for courses. This will help not only improve yourself, but also develop your friends. ▶️ Look after the body: To become better, a healthy body is also necessary. After…

❤6

Showing the 12 most recent of 46 posts we hold for @Learn_Startup. 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 recorded as deleted after publishing

We recorded 3 posts on @Learn_Startup as deleted — posts this register held that were missing from the channel’s public page on two separate reads, taken from different network addresses at least an hour apart.

A deletion is not wrongdoing. This register can see that a post it held is no longer on the channel’s public page, and when — not why. Expired ad placements, reposts, rotating links and corrections all look the same. This is a count of recorded detections, not an exact total: it misses deletions we could not see, because only a post we held and later re-read inside the page can be seen to go, and it may include a small number of wrong records. How this is measured.

First seen missing
12 August 2026
Most recent seen missing
28 September 2026
Median time before seen missing
6 days
Seen missing in the last 30 days
0

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 5 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.

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.

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.

Best AI Tools | ChatGPT | Perplexity | Deepseek | Artificial Intelligence
@AI_Best_Tools · 60,007
#1
Finance, Investing & Stock Marketing
@stockmarketinginsights · 25,908
#2
ChatGPT & Free AI Resources
@learngpt · 38,954
#3
Finance | Trading Tips | Stock Marketing | Business News
@Finance_Stock_Trading · 23,020
#4
Artificial Intelligence
@machinelearning_deeplearning · 56,660
#5
Web Development - HTML, CSS & JavaScript
@javascript_courses · 55,621
#6
Data Analytics
@sqlspecialist · 110,370
#7
Web Development & Javascript Notes - Frontend Resources
@webdevelopmentbook · 32,464
#8
Crypto Trends
@Bitcoin_Crypto_Web · 22,967
#9
Coding & Data Science Resources
@codingfreebooks · 32,483
#10
Data Science Projects
@pythonspecialist · 56,410
#11
Coding Projects
@Programming_experts · 67,940
#12
Data Science & Machine Learning
@datasciencefun · 77,697
#13
AI Prompts | ChatGPT | Google Gemini | Claude
@aiindi · 60,146
#14
Data Analyst Interview Resources
@dataanalystinterview · 52,191
#15
Python Programming Books
@dsabooks · 59,013
#16
Data Science Portfolio - Kaggle Datasets & AI Projects | Artificial Intelligence
@DataPortfolio · 37,776
#17
Web Development
@webdevcoursefree · 79,292
#18
Computer Science Interview Books
@InterviewBooks · 40,355
#19
Data Analytics Projects - SQL, Excel, Tableau, Python & Power BI Interview Resources
@sqlproject · 39,505
#20
Coding & AI Resources
@leadcoding · 35,174
#21
AI Technology | Claude & ChatGPT Prompts
@aijobss · 14,117
#22
Python Interviews
@PythonInterviews · 28,729
#23
AI - Artificial Intelligence
@aineeringdotcom · 16,061
#24
Programming Resources | Python | Javascript | Artificial Intelligence Updates | Computer Science Courses | AI Books
@programming_guide · 55,731
#25
Python Projects & Resources
@pythondevelopersindia · 63,326
#26
Cloud Engineers | AWS | Azure | GCP Devops Notes
@AWS_GCP_Azure · 5,752
#27
Python Projects & Free Books
@pythonfreebootcamp · 40,266
#28
Python Courses & Resources
@Python53 · 51,262
#29
Job Interview Preparation - Remote Work
@jobinterviewsprep · 27,635
#30
Learn Python
@LearnPython3 · 125,047
#31
Always Free Udemy Courses
@AlwaysFreeUdemyCourses · 18,224
#32
Web Development
@webdev_trainings · 133,578
#33
Data science/ML/AI
@datascience_bds · 14,048
#34
Web Development
@web_dev_bds · 4,433
#35
Learn Business and Finance
@Learn_Business_101 · 53,376
#36
🤖 Claude | GPT-6 | Deepseek | Gemini👨🏻‍💻
@gpt_anthropic · 24,561
#37
Heuristics AI
@heuristics_ai · 2,618
#38
TrueMinds | Personality Development - Words of Wisdom & Life Quotes
@trueminds · 27,259
#39
Finance, Trading & Stock Marketing Books
@BestFinanceBooks · 25,065
#40
SQL Programming Resources
@sqlanalyst · 76,328
#41
Data Science & Machine Learning
@DataScienceInterviews · 27,525
#42
Jobs | Internships | Placement | Interviews
@getjobss · 112,921
#43
Power BI & Tableau Resources
@PowerBI_analyst · 55,653
#44
MS Excel for Data Analysis
@excel_analyst · 73,317
#45
Udemy Free Courses | Coding | ChatGPT | AI Crypto | Microsoft Certificate | Artificial Intelligence
@udemy_free_courses_with_certi · 70,309
#46
Data Analysis Books | Python | SQL | Excel | Artificial Intelligence | Power BI | Tableau | AI Resources
@learndataanalysis · 53,250
#47
Learn English Speaking | Daily Conversation | IELTS | Grammar
@englishlearnerspro · 41,472
#48
Artificial Intelligence & ChatGPT Prompts
@Curiousprogrammer · 41,965
#49
Data Analyst Jobs
@jobs_SQL · 91,004
#50
Machine Learning & Artificial Intelligence | Data Science Free Courses
@datasciencefree · 68,644
#51
Software Developer Jobs & IT Internships
@internshiptojobs · 48,365
#52
Data Analytics & AI | SQL Interviews | Power BI Resources
@Data_Visual · 27,387
#53
Coding Interview Resources
@crackingthecodinginterview · 51,890
#54
Generative AI
@generativeai_gpt · 31,022
#55
Data Engineers
@sql_engineer · 11,283
#56
Digital Marketing Tricks
@digitalmarketing_trick · 22,336
#57
Python for Data Analysts
@pythonanalyst · 51,486
#58
Programing Resources: Python - Java - R - SQL - Javascript - C++
@the_programming_girls · 30,242
#59
Health Fitness & Diet Tips - Gym Motivation 💪
@HealthFitnessGymTips · 19,807
#60
AI Post — Artificial Intelligence
@aipost · 667,197
#61
AI and Machine Learning
@machine_learning_courses · 96,444
#62
Data Science Jobs
@datasciencej · 8,293
#63
Data Science & Machine Learning Free Resources
@datascience69 · 20,402
#64
Engineering Programs and Mobile Apps
@ProgramsStore · 15,144
#65
Remote Python Jobs: Find your dream remote Python job!
@remote_python_jobs · 5,075
#66
Power BI Developer
@powerbi_sql_analyst · 6,782
#67
Kaggle Data Hub
@datasets1 · 29,277
#68
Ready.code - JS development. Releases and articles
@ready_dot_code · 8,472
#69
Learn JavaScript
@JavaScript_Trainings · 96,178
#70
AI & Deep Learning
@deeplearning005 · 11,321
#71
Business Analysts | SQL For Data Analytics | Excel | Artificial Intelligence | Power BI | Tableau | Python Resources
@analystcommunity · 4,580
#72
Web Development Jobs
@webdeveloperjob · 6,933
#73
AI & ML Papers
@PaperNexus · 34,361
#74
Machine Learning
@MachineLearning9 · 41,912
#75
Remote Jobs — Daily LinkedIn Picks 💼
@Jobs204 · 23,243
#76
Remote AI/ML/Data Science Jobs
@remote_ai_jobs · 8,519
#77
Data Science
@sql_databases · 70,688
#78
Machine Learning with Python
@CodeProgrammer · 68,478
#79
Google Jobs - FAANG Companies • Facebook • Microsoft • Amazon • Netflix • Apple
@FAANGJob · 26,859
#80
Coding Interview Preparation
@coding_interview_preparation · 5,852
#81

Read from Telegram’s recommendation API, most recently 4 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.

Crypto Trends
@Bitcoin_Crypto_Web · 22,967
Telegram ranks this channel #1 of 77 here — alongside 76 others — read 19 September 2026
Finance | Trading Tips | Stock Marketing | Business News
@Finance_Stock_Trading · 23,020
Telegram ranks this channel #3 of 80 here — alongside 79 others — read 19 September 2026
Finance, Investing & Stock Marketing
@stockmarketinginsights · 25,908
Telegram ranks this channel #5 of 78 here — alongside 77 others — read 13 September 2026
Finance, Trading & Stock Marketing Books
@BestFinanceBooks · 25,065
Telegram ranks this channel #9 of 77 here — alongside 76 others — read 14 September 2026
Web Development & Javascript Notes - Frontend Resources
@webdevelopmentbook · 32,464
Telegram ranks this channel #9 of 75 here — alongside 74 others — read 5 September 2026
TrueMinds | Personality Development - Words of Wisdom & Life Quotes
@trueminds · 27,259
Telegram ranks this channel #10 of 82 here — alongside 81 others — read 11 September 2026
Best AI Tools | ChatGPT | Perplexity | Deepseek | Artificial Intelligence
@AI_Best_Tools · 60,007
Telegram ranks this channel #11 of 82 here — alongside 81 others — read 23 August 2026
Coding & AI Resources
@leadcoding · 35,174
Telegram ranks this channel #12 of 79 here — alongside 78 others — read 2 September 2026
ChatGPT & Free AI Resources
@learngpt · 38,954
Telegram ranks this channel #13 of 79 here — alongside 78 others — read 31 August 2026
Graphic Designer | AI Design Prompts
@Graphics_designerr · 56,349
Telegram ranks this channel #13 of 50 here — alongside 49 others — read 24 August 2026
Coding & Data Science Resources
@codingfreebooks · 32,483
Telegram ranks this channel #17 of 79 here — alongside 78 others — read 5 September 2026
Learn English Speaking | Daily Conversation | IELTS | Grammar
@englishlearnerspro · 41,472
Telegram ranks this channel #17 of 80 here — alongside 79 others — read 29 August 2026
Health Fitness & Diet Tips - Gym Motivation 💪
@HealthFitnessGymTips · 19,807
Telegram ranks this channel #19 of 77 here — alongside 76 others — read 30 September 2026
Digital Marketing Tricks
@digitalmarketing_trick · 22,336
Telegram ranks this channel #19 of 78 here — alongside 77 others — read 21 September 2026
Web Development - HTML, CSS & JavaScript
@javascript_courses · 55,621
Telegram ranks this channel #19 of 77 here — alongside 76 others — read 23 August 2026
AI Prompts | ChatGPT | Google Gemini | Claude
@aiindi · 60,146
Telegram ranks this channel #19 of 85 here — alongside 84 others — read 23 August 2026
Job Interview Preparation - Remote Work
@jobinterviewsprep · 27,635
Telegram ranks this channel #24 of 72 here — alongside 71 others — read 10 September 2026
Data Science Portfolio - Kaggle Datasets & AI Projects | Artificial Intelligence
@DataPortfolio · 37,776
Telegram ranks this channel #25 of 83 here — alongside 82 others — read 31 August 2026
Data Analyst Interview Resources
@dataanalystinterview · 52,191
Telegram ranks this channel #27 of 85 here — alongside 84 others — read 24 August 2026
CyberSecurity & AI Experts
@EthicalHackingToday · 44,070
Telegram ranks this channel #29 of 67 here — alongside 66 others — read 25 September 2026
Python Interviews
@PythonInterviews · 28,729
Telegram ranks this channel #29 of 86 here — alongside 85 others — read 9 September 2026
Computer Science Interview Books
@InterviewBooks · 40,355
Telegram ranks this channel #29 of 78 here — alongside 77 others — read 30 August 2026
Software Developer Jobs & IT Internships
@internshiptojobs · 48,365
Telegram ranks this channel #31 of 84 here — alongside 83 others — read 26 August 2026
Data Analytics
@sqlspecialist · 110,370
Telegram ranks this channel #33 of 83 here — alongside 82 others — read 14 August 2026

This channel appears in 58 seed channels' Telegram-generated recommendation lists in total, of which the 24 where it ranks highest are shown above. 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 9 November 2026 — this entry's latest reading, not the date you are reading this.

“Startup & Business Ideas” (@Learn_Startup), 33,066 subscribers as measured 9 November 2026. Telegram Register, tgregister.com/channel/Learn_Startup.

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.