Channel
@UniDataAI
On this record: Topic · Growth · Engagement · Reactions · Posts · Citations · Declared links · Cite this entry
53subscribers
-1 since we began measuring on 8 August 2026
Risers and fallers across the register · movement among entries of Under 1,000.
| Telegram ID | -1002816102561 |
|---|---|
| Type | Channel |
| Username | @UniDataAI |
| Created | Between 1 June 2025 and 18 September 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 10 August 2026 |
| Last confirmed live | 13 October 2026 |
| Measurements held | 5 |
| Confirmed unchanged | 1 time, most recently 13 October 2026 |
| On Telegram | t.me/UniDataAI |
Technology — 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 29 September 2026 and assigned it the closest of 31 fixed categories, at 87% 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.
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 13 Oct 2026, 15:17 | 53 | -1 |
| 18 Sept 2026, 12:19 | 54 | +1 |
| 10 Sept 2026, 03:22 | 53 | -1 |
| 10 Aug 2026, 08:45 | 54 | no change |
| 8 Aug 2026, 02:33 | 54 | first reading |
16 posts held, back to 18 September 2025 — 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 16 posts for this entry, the most recent from 8 October 2025. An engagement rate over an empty window would be a number about nothing.
39 reactions across 14 posts, in 4 distinct kinds. The most used accounts for 76.9% of them.
| Reaction | Count | Share | Share, drawn |
|---|---|---|---|
| 🔥 | 30 | 76.9% | |
| ❤ | 6 | 15.4% | |
| 👏 | 2 | 5.13% | |
| 👍 | 1 | 2.56% |
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 14 of the 16 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 39 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 16 most recent posts we hold, published 18 September 2025 to 8 October 2025, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.
🟦UniData Strategic Roadmap We’re executing this project with discipline and an uncompromising, never-quit mindset. Every step is measured, transparent, and outcome-driven. 👩💻Milestones & Plans 👩💻First Audit (UniData): Initial security audit has commenced to strengthen trust across the ecosystem. 👩💻Partnership AMA: A curated AMA series with ecosystem partners to refine enterprise use cases and co-build integrat…
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🟦UniData Workspace 🟦Development Progress What’s new : • Streamlined onboarding: welcome → role selection → “What tools do you use?” to auto-configure each workspace. • Integrations hub preview with major connectors (Gmail, Google Drive/OneDrive, Outlook/Teams, Slack, Zoom, Dropbox, GitHub, Figma, Notion, Salesforce, Zendesk, HubSpot, Zapier). 👩💻Progress highlights: • Unified UniData Workspace Schema across apps (c…
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🟦UniData Strategic Roadmap We’re building UniData with a clear, execution-first plan. Below is where we are and what’s next across product, security, partnerships, and go-to-market. 👩💻Development DEMO TEST Our interactive “Development Mindmap” is now in internal demo testing. It maps features across UniMap, UniFlow, ChronoViz, and DataStake, and will guide public previews and documentation. 👩💻1st Audit We’ve ini…
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UniData is now updated on Etherscan 🔹 Contract: https://etherscan.io/token/0x1EbA268081ce1B673b39B39Ca423Cb8e7cB8e6D1 This is the early, rare stage of UniData—day one energy with a clear, structured plan: • Foundation — transparency-first: on-chain profile, docs, and verifications • Product — focused delivery across UniMap, UniFlow, ChronoViz, and DataStake • Adoption — targeted enterprise pilots and measurable ca…
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🟦UniData Premium Whales Group Exclusively for holders of 50,000+ UNIDATA (≥ 0.5% of total supply). The Premium Whales Group gives you a direct line to the UniData core team, plus early access to product betas and feature drops. Why join? - Priority intel: curated updates and roadmap notes before public release - Build insights: visibility into strategy, integrations, and development milestones - Quarterly exclusiv…
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🟦Meet UniData AI-powered visualization that turns complex, unstructured information into decisions you can trust. Our suite helps enterprises see, reason, and act fast. 👩💻Product lineup : 🟧UniMap instant concept graphs to map domains, entities, and relationships. 🟧UniFlow AI-assisted flowcharts that generate, validate, and maintain business logic. 🟧ChronoViz investigative timelines to reconstruct events, ownersh…
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🟦UniData Joins Vanar Kickstart We’re pleased to announce a collaboration with Vanar Kickstart—an ecosystem program designed to help projects grow through builder perks, co-marketing, and warm introductions across infra, wallets, exchanges, and security partners. Why this is a fit Vanar’s low-fee EVM is ideal for UniData’s event-heavy, verifiable workflows (governance, document trails, access proofs). Kickstart pr…
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🟦UniData AMA We’re opening the floor for a community AMA to share progress. The focus is clarity, comfort, and transparency—so everyone understands where UniData is headed and how we’re building. Details • When: September, 25th | 16.00 UTC • Where: X Spaces https://twitter.com/i/spaces/1ZkKzZgmNPXKv Topics • Dashboard & UniMap (from ideas → tasks → projects) • SDK/REST & Enterprise enablement • Governance & Data R…
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UniData | CoinGecko Submission Update🦎 🔺We just submitted our request to [UNIDATA] through CoinGecko! 🔺Request ID: [CL2209250037] 🔗GeckoTerminal URL: https://www.geckoterminal.com/eth/pools/0x7adc796b75bfbc660eb88194ee8129a0735521b0 This marks another concrete step in our execution: clean data, auditing trail, and public discoverability. We’ll share further updates once CoinGecko reviews the submission. Onwards—di…
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🟦UniData | DEXTools🪙 Our DEXTools updated for $UNIDATA is now live and aligned with the same standards we apply to product and architecture: precision, consistency, and auditability. Every external signal should mirror disciplined execution and clear intent—that’s the bar we hold ourselves to. DEXTools Score: 76. We treat this not just as a number, but as evidence of systematic work, layered quality controls, and a…
⚙️Sneak Peek: UniData Dashboard (Work-in-Progress) 👩💻We’re aligning discovery, planning, and execution in one place: My Mindmaps (Grid/List) with search and quick actions – Open a map, then Publish or Generate to Project directly. Home overview shows your latest mindmaps, active Projects, and Tasks I’ve assigned—a quick read on what matters today. Summarize panel (Text, PDF/Doc, Video, Webpage, Audio, Image) let…
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🟦UniData press release is published on BitcoinInsider We’ve released a new update on BitcoinInsider focused on our cross-chain analytics, advanced AI platform, and decentralized data architecture. 👩💻Read it here: https://www.bitcoininsider.org/article/287071/unidata-revolutionizes-cross-chain-analytics-advanced-ai-platform-and-decentralized ⚙️Core summary : ➡️Cross-chain analytics: unified data intelligence lay…
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Showing the 12 most recent of 16 posts we hold for @UniDataAI. 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.
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.
Named by 1 registered channel — 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.
5 URLs this entry has put in its own public description, shown exactly as written there. A declaration, not a verified association — we measured that the description contained this text, and nothing more. It is not a claim that this entry owns, runs or is connected to whatever the link resolves to; a description is text anyone controls, and anyone can put anyone else’s URL into it. How this is measured.
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.
“UniData” (@UniDataAI), 53 subscribers as measured 13 October 2026. Telegram Register, tgregister.com/channel/UniDataAI.
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.