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Channel

Worst Timeline

@bestimeline

On this record: Topic · Previous handles · Observations · Growth · Engagement · What this channel posts · Reactions · Stars · Posts · Posts edited after publishing · Polls · Citations · Telegram's recommendations · Cite this entry

8,394subscribers

-63 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 3,162–10,000.

Register entry

Telegram ID-1001486151887
TypeChannel
Username@bestimeline
Created20 June 2019 — measured — cross-checked against a third-party dataset (ext.tg_channel)
First recorded6 August 2026
Last confirmed live12 November 2026
Measurements held23
Confirmed unchanged1 time, most recently 12 November 2026
On Telegramt.me/bestimeline

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 11 September 2026 and assigned it the closest of 31 fixed categories, at 66% 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.

Previous handles

Recorded in 2019 as “Best Timeline” — the title held for this same channel (matched by Telegram id, not by handle) in the Pushshift Telegram Dataset, a third-party archive captured in 2019-2020, years before this register made its own first observation. CC BY 4.0, Baumgartner, Zannettou, Squire & Blackburn (2020), Zenodo. A third party’s dated snapshot, not a measurement this register made itself.

Observations

These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.

Content that also appears on other registered channels

Posts published here appear in near-verbatim form on 1 other registered channel. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.

Matching posts — open both and compare (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@bestimeline/40262 · this entry7 Aug 2026, 10:07 UTC@exfrittomisto/1703257 Aug 2026, 10:16 UTC1.009 minutes
@bestimeline/40276 · this entry8 Aug 2026, 10:16 UTC@exfrittomisto/1703528 Aug 2026, 11:51 UTC1.001.6 hours
@bestimeline/40383 · this entry20 Aug 2026, 12:02 UTC@exfrittomisto/17124520 Aug 2026, 12:32 UTC1.0031 minutes
@bestimeline/40436 · this entry24 Aug 2026, 17:16 UTC@exfrittomisto/17151724 Aug 2026, 18:16 UTC1.0059 minutes
@bestimeline/40464 · this entry26 Aug 2026, 09:27 UTC@exfrittomisto/17162026 Aug 2026, 09:39 UTC1.0011 minutes
@bestimeline/40478 · this entry26 Aug 2026, 17:11 UTC@exfrittomisto/17166626 Aug 2026, 19:19 UTC1.002.1 hours
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
ChannelMatching postsText overlapTypical gapPublished first
@exfrittomisto19 (8/8 hand-verifiable sample passed)0.9959 minutesthis entry (19–0)

Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.

What this cannot establish

MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.

Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. None of the 0 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.

“Published first” means first in this corpus. We hold 205 comparable posts for this entry, running 5 August 2026 to 11 November 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.

The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.

  • Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
  • 'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
  • shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
  • Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).

Recorded under the key clone_source, last confirmed 12 November 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.

Growth

8,3948,5088,4516 August 2026 — 8,457 subscribers7 August 2026 — 8,464 subscribers10 August 2026 — 8,481 subscribers13 August 2026 — 8,490 subscribers19 August 2026 — 8,489 subscribers22 August 2026 — 8,493 subscribers26 August 2026 — 8,505 subscribers29 August 2026 — 8,508 subscribers1 September 2026 — 8,496 subscribers5 September 2026 — 8,497 subscribers10 September 2026 — 8,471 subscribers14 September 2026 — 8,465 subscribers19 September 2026 — 8,459 subscribers30 September 2026 — 8,436 subscribers6 October 2026 — 8,422 subscribers12 October 2026 — 8,415 subscribers18 October 2026 — 8,414 subscribers20 October 2026 — 8,411 subscribers29 October 2026 — 8,409 subscribers1 November 2026 — 8,403 subscribers4 November 2026 — 8,400 subscribers8 November 2026 — 8,401 subscribers12 November 2026 — 8,394 subscribers6 August 202612 November 2026
23 measurements spanning 98 days, net -63. 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 8,377–8,525 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 23
Measured (UTC)SubscribersChange
12 Nov 2026, 20:098,394-7
8 Nov 2026, 10:168,401+1
4 Nov 2026, 20:588,400-3
1 Nov 2026, 11:068,403-6
29 Oct 2026, 02:598,409-2
20 Oct 2026, 23:198,411-3
18 Oct 2026, 05:178,414-1
12 Oct 2026, 19:488,415-7
6 Oct 2026, 14:018,422-14
30 Sept 2026, 00:178,436-23
19 Sept 2026, 11:198,459-6
14 Sept 2026, 15:578,465-6
10 Sept 2026, 15:408,471-26
5 Sept 2026, 12:578,497+1
1 Sept 2026, 12:448,496-12
29 Aug 2026, 09:368,508+3
26 Aug 2026, 02:298,505+12
22 Aug 2026, 20:128,493+4
19 Aug 2026, 20:358,489-1
13 Aug 2026, 06:258,490first reading

Engagement

430 posts held, back to 5 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 44 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
22.2%
avg views ÷ 8,394 subscribers
Avg views / post
1,860
189 posts measured
Reaction rate
2.42%
reactions ÷ views · ER floor
Posts in window
189
of 430 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 12 November 2026
Posts held430 (5 August 2026 – 12 November 2026)
Views total352,113
Reactions total8,508
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken12 Nov 2026, 14:23 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

Video runtime
12m 03s
Average length
1m 20s

Measured directly from 9 videos 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.

Reaction mix

21,256 reactions across 430 posts, in 6 distinct kinds. The most used accounts for 36.3% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
custom 53886676869956372707,72036.3%
custom 53889434797306154245,02823.7%
custom 53728926930242188133,42816.1%
custom 53730674981931661182,48611.7%
custom 53867669191540160471,4526.83%
custom 54718834772195490061,1425.37%

Custom emoji. Every row above is a Telegram custom emoji, which the public preview renders as an element carrying only a numeric id — no character, and no image we can reach. The id is printed as-is rather than substituted with a look-alike glyph, because a stand-in would be our invention showing where a measurement should be. The counts beside them are Telegram’s.

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 430 of the 430 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 21,256 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 430 most recent posts we hold, published 5 August 2026 to 12 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.

Telegram Stars

Stars received
1
across the posts below
Posts paid on
1
of 430 we hold a reading for · 0.2%
Most on one post
1
single highest reading

A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @bestimeline. Telegram publishes the count on the public post preview alongside ordinary reactions, and this register reads it there. It is the only figure on this site that measures money moving rather than attention.

Stars are not reactions, and the two are never added. They are rendered in the same strip on Telegram and counted in the same shape, but one is a tap and the other is a purchase. The reaction totals and the engagement rate elsewhere on this page exclude every figure in this section, and no rate here is computed against a reaction count.

This is not revenue, and we publish no currency figure. What a Star costs a reader and what it pays a channel are different numbers, Telegram takes a share we cannot observe, and the terms have changed. Converting a Star count into money would be an estimate dressed as a measurement, so the count is where we stop.

Counted over the 430 most recent posts we hold for this entry, published 5 August 2026 to 12 November 2026. Star counts above 1,000 reach us in Telegram’s short form and carry the same three-significant-figure rounding as everything else on this page.

Recent posts

Telegram’s own ‘edited’ marker: 10 of 189 posts held from the last 30 days (5.29%) 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).

12 Nov 2026, 13:52 UTC600 views20 reactionsread 12 November 2026

https://nvidianews.nvidia.com/news/nvidia-announces-ceo-transition

custom 538676691915401604714custom 54718834772195490066

Signed Pétta️️️️

12 Nov 2026, 13:51 UTC619 views14 reactionsread 12 November 2026

IPO confermata per mercoledì https://ipo.anthropic.com/eu/

custom 538676691915401604714

Signed Pétta️️️️

12 Nov 2026, 13:20 UTC904 views19 reactionsread 12 November 2026

https://pagellapolitica.it/articoli/sud-non-sta-correndo

custom 538676691915401604718custom 54718834772195490061

Signed SK

12 Nov 2026, 12:48 UTC≈1,160 views29 reactionsread 12 November 2026

Satellite israeliano, terminale italiano, i russi andranno tipo "Credevo fossimo amici!" https://militaeraktuell.at/en/hisky-instead-of-starlink-ukrainian-drones-now-use-israeli-satellite-network/

custom 538676691915401604728custom 54718834772195490061

Signed Gianni Confuso & Scooby Dugin

12 Nov 2026, 10:52 UTC≈1,530 views33 reactionsread 12 November 2026

https://www.ilpost.it/2026/11/12/nuovi-allarmi-bomba-scuole-italia/

custom 538676691915401604731custom 54718834772195490062

Signed drunken researcher cat

12 Nov 2026, 09:35 UTC≈1,580 views30 reactionsread 12 November 2026

https://m.youtube.com/watch?v=uWDk6u88Xqo

custom 538676691915401604727custom 54718834772195490063

Signed SK

12 Nov 2026, 09:22 UTC≈1,600 views58 reactionsread 12 November 2026

https://www.romatoday.it/attualita/striscione-meloni-gazometro-canna-del-gas.html

custom 547188347721954900657custom 53867669191540160471

Signed SK

12 Nov 2026, 09:08 UTC≈1,610 views34 reactionsread 12 November 2026

https://www.romatoday.it/cronaca/prete-impiccato-parco-resistenza-roma.html

custom 538676691915401604732custom 54718834772195490062

Signed SK

12 Nov 2026, 01:35 UTC≈1,770 views13 reactionsread 12 November 2026

https://tis-100.wincon.dev/

custom 547188347721954900610custom 53867669191540160473

Signed Pétta️️️️

11 Nov 2026, 22:13 UTC≈1,700 views78 reactionsread 12 November 2026
Forwarded from @whitehousewatchPhoto

🔵 SCOTT COLOM ELETTO SENATORE DEL MISSISSIPPI

custom 547188347721954900673custom 53867669191540160475

Signed Pétta️️️️

11 Nov 2026, 22:09 UTC≈1,880 views30 reactionsread 12 November 2026

https://www.nytimes.com/2026/11/11/technology/jensen-huang-nvidia-affair.html

custom 547188347721954900625custom 53867669191540160475

Signed Pétta️️️️

11 Nov 2026, 19:59 UTC≈1,950 views33 reactionsread 12 November 2026

Che tipo di istituto scusi? https://www.ilmessaggero.it/roma/flaminio/preside_piu_giovane_italia_lucrezia_martina_talienti_la_salle_villa_flaminia_roma-9881721.html

custom 547188347721954900630custom 53867669191540160473

Signed SK

Showing the 12 most recent of 430 posts we hold for @bestimeline. 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 edited after publishing

@bestimeline edited 1 post after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.

An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.

First edit seen
8 August 2026
Most recent edit
8 August 2026

Polls

The poll we hold for this entry, as Telegram rendered it when we read the post. A poll’s figures keep moving after that, so each one is dated.

11 Nov 2026, 12:01 UTCAnonymous Poll1,040 voters approx.

Chi ha scritto questa credibilissima minaccia?

  1. Russia/Iran per creare il caos18%
  2. I techbro/aziende della difesa per creare un clima che giustifichi le spese di difesa e riarmo16%
  3. 3 sedicenni con conoscenze di python base che volevano saltare il compito75%
  4. Altro (commento)4%

The shares total 113%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not 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 430 most recent posts we hold, published 5 August 2026 to 12 November 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

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 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.

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.

il Post
@ilpost_official · 47,613
Telegram ranks this channel #1 of 76 here — alongside 75 others — read 26 August 2026
Breaking News - Ultimora.net
@ultimora · 122,697
Telegram ranks this channel #2 of 56 here — alongside 55 others — read 14 August 2026
Le foto del passato
@lefotodelpassato · 60,384
Telegram ranks this channel #9 of 68 here — alongside 67 others — read 23 August 2026
Ultimora 24 - Notizie da Ultimora.net
@ultimora24 · 107,290
Telegram ranks this channel #14 of 77 here — alongside 76 others — read 15 August 2026
DeepWeb
@DeepWebITA · 54,990
Telegram ranks this channel #17 of 55 here — alongside 54 others — read 23 August 2026
Ordo Nexus
@nexus_search · 66,822
Telegram ranks this channel #17 of 74 here — alongside 73 others — read 22 August 2026
Notizie Italiane 🇮🇹
@notizieitaliane24 · 103,106
Telegram ranks this channel #20 of 65 here — alongside 64 others — read 23 August 2026
Suggerimenti di Telegram
@TelegramTipsIT · 181,565
Telegram ranks this channel #20 of 84 here — alongside 83 others — read 17 August 2026

This channel appears in 8 seed channels' Telegram-generated recommendation lists in total. 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 12 November 2026 — this entry's latest reading, not the date you are reading this.

“Worst Timeline” (@bestimeline), 8,394 subscribers as measured 12 November 2026. Telegram Register, tgregister.com/channel/bestimeline.

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.