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CryptoClass Education - Bitcoin & Crypto

@cryptoclasseducation

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · Reactions · Posts · Citations · Cite this entry

22,292subscribers

-637 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1002633381133
TypeChannel
Username@cryptoclasseducation
CreatedBetween 1 March 2025 and 31 July 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live18 September 2026
Measurements held32
Confirmed unchanged1 time, most recently 18 September 2026
On Telegramt.me/cryptoclasseducation

Topic

Crypto & trading — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 10 August 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 why it has no browse page of its own yet.

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 word for word 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 (5 of the pairs behind the counts below)
Posted firstThenOverlapGap
@cryptoclassid/64695 Aug 2026, 01:06 UTC@cryptoclasseducation/6347 · this entry5 Aug 2026, 01:06 UTC1.00under a minute
@cryptoclasseducation/6354 · this entry6 Aug 2026, 00:56 UTC@cryptoclassid/64776 Aug 2026, 00:56 UTC1.00under a minute
@cryptoclasseducation/6360 · this entry6 Aug 2026, 12:05 UTC@cryptoclassid/64846 Aug 2026, 12:05 UTC1.00under a minute
@cryptoclasseducation/6362 · this entry6 Aug 2026, 13:28 UTC@cryptoclassid/64866 Aug 2026, 13:28 UTC1.00under a minute
@cryptoclasseducation/6364 · this entry7 Aug 2026, 00:31 UTC@cryptoclassid/64887 Aug 2026, 00:31 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@cryptoclassid6 (6/6 hand-verifiable sample passed)1.00under a minutethis entry (51)

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 1 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 8 comparable posts for this entry, running 5 August 2026 to 7 August 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).

Across the whole group of 2, the earliest publisher we hold is @cryptoclassid. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_source, last confirmed 7 August 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.

Also posting the same content

This channel’s posts match, word for word or near enough, posts on 1 other registered channel, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.

Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.

Growth

22,29222,92922,610.57 August 2026 — 22,929 subscribers8 August 2026 — 22,906 subscribers9 August 2026 — 22,893 subscribers10 August 2026 — 22,880 subscribers11 August 2026 — 22,869 subscribers12 August 2026 — 22,857 subscribers12 August 2026 — 22,840 subscribers14 August 2026 — 22,810 subscribers15 August 2026 — 22,783 subscribers17 August 2026 — 22,755 subscribers18 August 2026 — 22,737 subscribers19 August 2026 — 22,718 subscribers20 August 2026 — 22,699 subscribers21 August 2026 — 22,688 subscribers22 August 2026 — 22,660 subscribers24 August 2026 — 22,631 subscribers25 August 2026 — 22,610 subscribers26 August 2026 — 22,599 subscribers27 August 2026 — 22,577 subscribers28 August 2026 — 22,565 subscribers29 August 2026 — 22,585 subscribers30 August 2026 — 22,579 subscribers31 August 2026 — 22,564 subscribers1 September 2026 — 22,535 subscribers3 September 2026 — 22,518 subscribers4 September 2026 — 22,493 subscribers7 September 2026 — 22,450 subscribers10 September 2026 — 22,389 subscribers12 September 2026 — 22,355 subscribers14 September 2026 — 22,337 subscribers16 September 2026 — 22,323 subscribers18 September 2026 — 22,292 subscribers7 August 202618 September 2026
32 measurements spanning 42 days, net -637. 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 22,196–23,025 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 32
Measured (UTC)SubscribersChange
18 Sept 2026, 12:1822,292-31
16 Sept 2026, 01:3622,323-14
14 Sept 2026, 09:2122,337-18
12 Sept 2026, 17:1722,355-34
10 Sept 2026, 15:2022,389-61
7 Sept 2026, 10:5522,450-43
4 Sept 2026, 13:1622,493-25
3 Sept 2026, 00:5422,518-17
1 Sept 2026, 21:1422,535-29
31 Aug 2026, 18:2622,564-15
30 Aug 2026, 20:3622,579-6
29 Aug 2026, 22:2822,585+20
28 Aug 2026, 21:4522,565-12
27 Aug 2026, 19:2822,577-22
26 Aug 2026, 18:2822,599-11
25 Aug 2026, 17:4322,610-21
24 Aug 2026, 15:4322,631-29
22 Aug 2026, 21:4622,660-28
21 Aug 2026, 09:1622,688-11
20 Aug 2026, 11:1622,699first reading

Engagement

85 posts held, back to 5 August 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 58 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
2.46%
avg views ÷ 22,292 subscribers
Avg views / post
549
26 posts measured
Reaction rate
0.808%
reactions ÷ views · ER floor
Posts in window
30
of 85 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. It is computed over the 16 of 26 measured posts that carry a reaction reading, and over those same posts' views.

What these figures were computed from
WindowRolling 30 days · latest post in window 3 September 2026
Posts held85 (5 August 20263 September 2026)
Views total14,282
Reactions total75
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken3 Sept 2026, 12:11 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.

Reaction mix

204 reactions across 40 posts, in 4 distinct kinds. The most used accounts for 67.2% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
🔥13767.2%
4723.0%
👍199.31%
👏10.49%

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 42 of the 85 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 204 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 85 most recent posts we hold, published 5 August 2026 to 3 September 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

3 Sept 2026, 09:57 UTC138 viewsread 3 September 2026
Photo

📊 Market Update — 3 Sep 2026 Wall Street menguat menjelang data tenaga kerja AS pada Jumat, dengan futures S&P 500 naik sekitar 0,5% dan Nasdaq 0,2%. Saham Snowflake (SNOW) melonjak lebih dari 23% setelah kinerja kuartalan melampaui ekspektasi berkat produk AI, sementara Dell dan Broadcom juga mencatat kinerja kuat di sektor AI. Di sisi lain, emas turun di bawah $4.300, tertekan kenaikan yield obligasi AS di atas 4

Signed JAMESMITH

3 Sept 2026, 00:58 UTC318 views5 reactionsread 3 September 2026
Photo

Update Market 1. BTC daily btc masih stuck di atas, healthy koreksi signifikan nya blm mulai ya baru minor , support terdekat MA 20 daily di 74500 2. HYPE daily mulai lemes jika breakdown itu wajar banget healthy koreksi signifikan diperlukan untuk melanjutkan kenaikan berikutnya support : 77- 75 - 70 3. GOLD daily mantul dari 4280 ada potensi head and shoulder, sekarang resisten ada di MA 20 daily atau 4444 4.

🔥3👍2

Signed Vin 💊 Crypto Hunter 13K TIDAK PERNAH DM 💊

2 Sept 2026, 13:09 UTC421 views1 reactionsread 3 September 2026
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📊 Yield Bonds Meningkat dalam Setahun ❗ Yield obligasi pemerintah Amerika Serikat tenor 1–30 tahun dan Indonesia tenor 3 bulan–30 tahun meningkat dalam setahun terakhir. Kenaikan yield dapat menekan aset berisiko karena meningkatkan biaya pendanaan dan discount rate, terutama saat pasar berada dalam kondisi volatil dan risk-off. Kondisi tersebut kembali terlihat ketika meningkatnya tensi Amerika Serikat–Iran mendoro

👍1

Signed JAMESMITH

2 Sept 2026, 10:49 UTC468 viewsread 3 September 2026
Photo

AWAS HARGA BITCOIN AKAN ANJLOK MINGGU INI KE $75000 ‼️ GIMANA OUTLOOK MARKET MENJELANG NFP ? CEK ANALISA GW DI VIDEO INI 👇👇 https://www.instagram.com/reel/DcyCFpaIIRZ/?igsi=MWJ0amdiZG1yb2tqOA==

Signed Stev | NEVER DM FIRST

2 Sept 2026, 06:49 UTC501 viewsread 3 September 2026

📊 REKAP SIGNAL Kemarin (31/8 & 1/9) Berikut rekap hasil signal : ✅ Useeless — TP 5 +++ ❌ BTR - SL Mau ikut signal seperti ini? 🚀 Kamu bisa join VIP untuk mendapatkan akses signal dan update market secara lebih lengkap. 📌 Info & pendaftaran VIP: https://rebrand.ly/joinccvip https://rebrand.ly/joinccvip https://rebrand.ly/joinccvip Let’s trade smarter, not harder. 📈

Signed JAMESMITH

2 Sept 2026, 00:49 UTC461 views4 reactionsread 3 September 2026
Photo

Update Market 1. BTC daily kemarin sempet ke 76000an , pelemahan cepat atau lambat akan terjadi Support MA 20 daily di 74000, Support MA 200 daily di 69500 support MA 50 daily di 681500 2. ETH daily untuk koreksi sehat dibtuhkan penurunan yang proper support 2300, 2000 3. HYPE daily masih bertahan di area 80an , cepet atau lambat akan kehabisan bensin dan ditarik BTC kalau turun, support : 80, 77, 74, 70 4. GO

🔥31

Signed Vin 💊 Crypto Hunter 13K TIDAK PERNAH DM 💊

1 Sept 2026, 13:11 UTCviews —

CryptoClass Education - Bitcoin & Crypto pinned «LIVE DIMULAI SEKARANG GAS MASUK ‼️ YUK KITA BAHAS KEMANA ARAH BITCOIN SELANJUTNYA SAMBIL LIVE TRADE👇👇 https://www.youtube.com/live/P5zu7alurDw?si=AAAbnJMYQE6FgfF4»

1 Sept 2026, 13:11 UTC496 viewsread 3 September 2026

LIVE DIMULAI SEKARANG GAS MASUK ‼️ YUK KITA BAHAS KEMANA ARAH BITCOIN SELANJUTNYA SAMBIL LIVE TRADE👇👇 https://www.youtube.com/live/P5zu7alurDw?si=AAAbnJMYQE6FgfF4

Signed Stev | NEVER DM FIRST

1 Sept 2026, 11:15 UTCviews —

CryptoClass Education - Bitcoin & Crypto pinned «EMERGENCY LIVE ‼️ GW SUDAH BORONG 23 BITCOIN HARGA BERAPA KITA BOLEH SEROK LAGI ? YUK KITA BAHAS KEMANA ARAH BITCOIN SELANJUTNYA SAMBIL LIVE TRADE JAM 8 MALAM INI 👇👇 https://www.youtube.com/live/P5zu7alurDw?si=AAAbnJMYQE6FgfF4»

1 Sept 2026, 11:14 UTC500 viewsread 3 September 2026

EMERGENCY LIVE ‼️ GW SUDAH BORONG 23 BITCOIN HARGA BERAPA KITA BOLEH SEROK LAGI ? YUK KITA BAHAS KEMANA ARAH BITCOIN SELANJUTNYA SAMBIL LIVE TRADE JAM 8 MALAM INI 👇👇 https://www.youtube.com/live/P5zu7alurDw?si=AAAbnJMYQE6FgfF4

Signed Stev | NEVER DM FIRST

1 Sept 2026, 00:53 UTC465 views4 reactionsread 2 September 2026
Photo

Update Market 1. BTC daily masih sideways di atas ya blm ada pergerakan signifikan awal september ini perlu waspada minggu pertama ya support : 77777,75000 2. HYPE daily masih sideways di area atas seperti bitcoin support 80-77 3. GOLD daily mulai ada pemantulan sementara di MA 20 daily resisten di MA 200 daily 4. data hari ini banyak nanti malam 5. Fear and greed ada di 69 #minvin

🔥4

Signed Vin 💊 Crypto Hunter 13K TIDAK PERNAH DM 💊

31 Aug 2026, 12:57 UTC561 viewsread 2 September 2026
Photo

Adapun, rata-rata korelasi harga Bitcoin terhadap harga minyak dunia dalam periode 10 tahunan berada mendekati 0%, dengan korelasi tertinggi sebesar 36% dan terendah -34%. Hal ini menunjukkan bahwa hubungan pergerakan Bitcoin dan minyak dunia cenderung lemah. Kenaikan harga Bitcoin berpotensi terjadi seiring dengan penurunan harga minyak dunia setelah ketegangan konflik antara Amerika Serikat dan Iran sempat mereda,

Signed JAMESMITH

Showing the 12 most recent of 85 posts we hold for @cryptoclasseducation. 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.

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

Names

Channels on the register whose handles appear in this channel's 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 18 September 2026 — this entry's latest reading, not the date you are reading this.

“CryptoClass Education - Bitcoin & Crypto” (@cryptoclasseducation), 22,292 subscribers as measured 18 September 2026. Telegram Register, tgregister.com/channel/cryptoclasseducation.

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.