Telegram RegisterThe public register of Telegram

Channel

Frontline Data Lab

@frontlinedatalab

On this record: Growth · Engagement · What this channel posts · Posts · Citations · Cite this entry

52subscribers

+0 since we began measuring on 7 August 2026

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

Register entry

Telegram ID-1002606528318
TypeChannel
Username@frontlinedatalab
DescriptionA data-driven NGO monitoring ceasefire violations and conflict indicators in the Russia-Ukraine war. In this channel you can find an early warning tool that tracks domestic military, political, and economic indicators in Ukraine and Russia that may signa
CreatedBetween 1 March 2025 and 31 July 2025— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded10 August 2026
Last confirmed live10 August 2026
Measurements held2
On Telegramt.me/frontlinedatalab

Growth

527 August 2026 — 52 subscribers10 August 2026 — 52 subscribers7 August 202610 August 2026
2 measurements spanning 3 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 51–53 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
10 Aug 2026, 10:0052no change
7 Aug 2026, 14:0252first reading

Engagement

20 posts held, back to 8 June 2026the 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.

ERR · 30 days
43.3%
avg views ÷ 52 subscribers
Avg views / post
22.5
8 posts measured
Reaction rate
this channel exposes no reaction counts
Posts in window
8
of 20 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 10 August 2026
Posts held20 (8 June 202610 August 2026)
Views total180
Reactions total
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken10 Aug 2026, 10:00 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
65
Videos
5
Links
3

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

Video runtime
1m 10s
Average length
1m 10s

Measured directly from 1 video with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no mark.

Recent posts

10 Aug 2026, 01:21 UTC6 viewsread 10 August 2026
Photo

🧵 Frontline Sentinel – Kup’yans’k, Kharkiv Oblast 08/08/2026 🇷🇺🇺🇦Russian and Ukrainian advances: The ongoing situation within Kup’yans’k remains highly contested, especially within the northwestern city districts and towards the center itself. A portion of the fighting is currently ongoing underneath the city as both sides fight for control over a complex tunnel network’s which network through the city positioned on

4 Aug 2026, 17:56 UTC15 viewsread 10 August 2026
Photo

WEEKLY STRIKE TRACK REPORT 🗓️July 27th – August 2nd, 2026 🇷🇺Russian Attacks on Ukraine: 🛩️Drone strikes • 1,215 UAVs (Geran-2, Geran-3, Geran-4, Geran-5 Gebera, Banderol, Italmas, and other types) launched from Shatalovo, Navlya, Khalino, Tsumbulova, Millerovo, Primorsko-Akhtarsk, Hvardiiske, Donetsk Airport. • 1,020 UAVs Neutralised. Source: Ukrainian Air Force, @kpszsu 🚀Missile strikes: ~ 121 missiles launched

2 Aug 2026, 23:42 UTC18 viewsread 10 August 2026
Photo

🧵 Frontline Sentinel – Dobropillya, Donetsk Oblast 31/7/2026: 🇷🇺🇺🇦Russian and Ukrainian advances: Over the last two weeks, Russian forces have significantly stepped up their assault operations in the Dobropillya direction, achieving a series of tactical advances in critical parts of Ukraine’s defence north of Pokrovsk. Russian forces pushed the remaining Ukrainian holdouts out of Rodynske and the mine west of the c

28 Jul 2026, 12:24 UTC23 viewsread 10 August 2026
Photo

🗓️WEEKLY STRIKE TRACK REPORT July 20th – July 26th, 2026 🇷🇺Russian Attacks on Ukraine: 🛩️Drone strikes • 1,099 UAVs (Geran-2, Geran-3, Gebera, and other types) launched from Shatalovo, Navlya, Khalino, Tsumbulova, Millerovo, Primorsko-Akhtarsk, Hvardiiske, Donetsk Airport. • 957 UAVs Neutralised. Source: Ukrainian Air Force, @kpszsu 🚀Missile strikes: ~ 64 missiles launched from Crimea, Sevastopol, Kursk Oblast, B

26 Jul 2026, 19:51 UTC26 viewsread 10 August 2026
Photo

Frontline Sentinel – Vovchansk axis, Kharkiv Oblast 25/07/2026 🇷🇺Russian and Ukrainian advances: Russian forces have continued to breakout from Vovchans’k city, Kharkiv oblast further threatening multiple settlements in the region and severely suppressing Ukrainian counter offensive operations. During renewed attacks Russian forces were able to infiltrate the settlements of Losivka, Shesterivka and Zenlyani Yar, as

21 Jul 2026, 10:50 UTC32 viewsread 10 August 2026
Photo

WEEKLY STRIKE TRACK REPORT 🗓️July 13th – July 19th, 2026 🇷🇺Russian Attacks on Ukraine: 🛩️Drone strikes • 882 UAVs (Geran-2, Geran-3, Gebera, and other types) launched from Shatalovo, Navlya, Khalino, Tsumbulova, Millerovo, Primorsko-Akhtarsk, Hvardiiske, Donetsk Airport. • 756 UAVs Neutralised. Source: Ukrainian Air Force, @kpszsu 🚀Missile strikes: ~ 123 missiles launched from Crimea, Sevastopol, Rostov Oblast, K

18 Jul 2026, 14:33 UTC33 viewsread 10 August 2026
Photo

🧵Frontline Sentinel – Kostyantynivka, Donetsk Oblast 19/6/2026: 🇷🇺🇺🇦Russian and Ukrainian advances: Over the last three weeks, the situation has continued to steadily deteriorate for Ukrainian forces in the Kostyantynivka direction, however, despite earlier claims, Russia has been unable to establish full control over Kostyantynivka yet. Russian forces have managed to continue consolidating in the eastern part of K

14 Jul 2026, 18:23 UTC27 viewsread 10 August 2026
Photo

WEEKLY STRIKE TRACK REPORT 🗓️July 6th – July 12th, 2026 🇷🇺Russian Attacks on Ukraine: 🛩️Drone strikes • 1,122 UAVs (Geran-2, Geran-3, Gebera, and other types) launched from Shatalovo, Navlya, Khalino, Tsumbulova, Millerovo, Primorsko-Akhtarsk, Hvardiiske, Donetsk Airport. • 990 UAVs Neutralised. Source: Ukrainian Air Force, @kpszsu 🚀Missile strikes: ~ 109 missiles launched from Crimea, Rostov Oblast, Kursk Oblast

12 Jul 2026, 15:31 UTC≈1,300 viewsread 10 August 2026
Photo

🧵 Frontline Sentinel – Northern Sumy axis,Sumy Oblast 11/07/2026 🇷🇺Russian advances: Russian forces have achieved a breakthrough on the northern Sumy axis, advancing around Khotin, Pysarivka, Nova Sich, and Ivolzhanske. These gains have brought Russian positions to within approximately 10 miles (16 km) of Sumy city. Russian troops have also reached the extensive forest belts north of the city, providing significantl

6 Jul 2026, 04:50 UTC≈1,170 viewsread 10 August 2026
Photo

WEEKLY STRIKE TRACK REPORT 🗓️June 29th – July 5th, 2026 🇷🇺Russian Attacks on Ukraine: 🛩️Drone strikes • 1,225 UAVs (Geran-2, Geran-3, Gebera, and other types) launched from Shatalovo, Navlya, Khalino, Tsumbulova, Millerovo, Primorsko-Akhtarsk, Hvardiiske, Donetsk Airport. • 1,093 UAVs Neutralised. Source: Ukrainian Air Force, @kpszsu 🚀Missile strikes: ~ 103 missiles launched from Crimea, Rostov Oblast, Belgorod O

4 Jul 2026, 05:47 UTC≈1,670 viewsread 10 August 2026
Photo

🧵 Frontline Sentinel – Kostyantynivka, Donetsk Oblast 4/07/2026: 🇷🇺🇺🇦Russian and Ukrainian advances: Over the last two weeks, Russian forces continued their offensive operations in Kostyantynivka and have come close to establishing full control over the city. Ukrainian forces completed their withdrawal from the western part of the city, allowing Russian forces to capture the remaining high-rise blocks as well as th

29 Jun 2026, 12:48 UTC≈1,010 viewsread 10 August 2026
Photo

WEEKLY STRIKE TRACK REPORT 🗓️June 22nd – June 28th, 2026 🇷🇺Russian Attacks on Ukraine: 🛩️Drone strikes • 874 UAVs (Geran-2, Geran-3, Gebera, and other types) launched from Shatalovo, Navlya, Khalino, Tsumbulova, Millerovo, Primorsko-Akhtarsk, Hvardiiske, Donetsk Airport. • 790 Neutralised. Source: Ukrainian Air Force, @kpszsu 🚀Missile strikes: ~ 39 missiles launched from Crimea, Rostov Oblast, Belgorod Oblast, Ku

Showing the 12 most recent of 20 posts we hold for @frontlinedatalab. 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 — 664,509 of 1,151,006entries 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.

Mentions

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

“Frontline Data Lab” (@frontlinedatalab), 52 subscribers as measured 10 August 2026. Telegram Register, tgregister.com/channel/frontlinedatalab.

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.