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Channel

点亮曝光吧🔍

@DLBGB

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · What this channel posts · Reactions · Posts · Posts edited after publishing · Citations · Handles named that no longer answer · Domains linked from posts · Cite this entry

581,143subscribers

+126,634 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 316,228–1,000,000.

Register entry

Telegram ID-1002287340914
TypeChannel
Username@DLBGB
Description关键词搜索: #曝光 #悬赏 #骗子 #黑平台 ✍🏻曝光/商务: @Gudu357 ✍🏻双向/投稿:@DLBGBBot ✅东南亚版本:点亮曝光吧🔍 ✅本频道 一手新闻 曝光 BC #斯里兰卡 #柬埔寨 #菲律宾 #缅甸 #缅北 #迪拜 #泰国
CreatedBetween 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live11 November 2026
Measurements held63
Confirmed unchanged1 time, most recently 11 November 2026
On Telegramt.me/DLBGB

Topic

Gambling & betting — 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 8 August 2026 and assigned it the closest of 31 fixed categories, at 91% 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.

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 6 other registered channels. This entry also sits inside a group of 8 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts with each other. 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
@DLBGB/36650 · this entry7 Aug 2026, 11:00 UTC@YTT357/3879610 Aug 2026, 11:00 UTC1.003 days
@DLBGB/37115 · this entry18 Aug 2026, 04:00 UTC@YTT357/3912018 Aug 2026, 04:00 UTC1.00under a minute
@DLBGB/37171 · this entry19 Aug 2026, 08:40 UTC@YTT357/3917619 Aug 2026, 08:40 UTC1.00under a minute
@DLBGB/37409 · this entry24 Aug 2026, 12:59 UTC@YTT357/3941124 Aug 2026, 13:01 UTC1.002 minutes
@DLBGB/39826 · this entry19 Oct 2026, 17:00 UTC@YTT357/4181519 Oct 2026, 17:00 UTC1.00under a minute
@DLBGB/40664 · this entry11 Nov 2026, 14:27 UTC@YTT357/4265411 Nov 2026, 14:27 UTC1.00under a minute
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
@YTT35750 (8/8 hand-verifiable sample passed)0.96under a minutethis entry (43–7)
@YTT78645 (8/8 hand-verifiable sample passed)0.9618 hoursthis entry (38–7)
@YTT78341 (8/8 hand-verifiable sample passed)0.982 minutesthis entry (31–10)
@YTT78932 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (31–1)
@lee_00112231 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (29–2)
@SLLKQZ18 (8/8 hand-verifiable sample passed)1.001.7 hoursthis entry (7–1)

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. 28 of the 28 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.

“Published first” means first in this corpus. We hold 2,605 comparable posts for this entry, running 7 August 2026 to 12 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).

Of the group of 8 channels, the one whose matching posts we hold earliest is @YTT783. That is a statement about our reading window, not a claim of authorship.

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.

Channels linked by matching posts

This channel is in a group of 8 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. Links are found by comparing text fingerprints across every channel on the register.

Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim 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

449,171614,451531,811581,1437 August 202611 November 2026
63 measurements spanning 96 days, net +126,634. 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 424,379–639,243 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 63
Measured (UTC)SubscribersChange
11 Nov 2026, 10:44581,143-1,231
9 Nov 2026, 17:36582,374-2,703
8 Nov 2026, 06:50585,077-2,207
7 Nov 2026, 03:35587,284-1,142
6 Nov 2026, 05:46588,426-1,714
5 Nov 2026, 02:40590,140-1,258
4 Nov 2026, 00:01591,398-3,283
2 Nov 2026, 20:47594,681-1,127
1 Nov 2026, 22:56595,808-1,084
1 Nov 2026, 02:29596,892-1,186
31 Oct 2026, 00:06598,078-1,928
29 Oct 2026, 22:19600,006-4,357
29 Oct 2026, 00:36604,363-798
28 Oct 2026, 01:09605,161+9,672
27 Oct 2026, 02:51595,489-6,976
26 Oct 2026, 01:41602,465-198
25 Oct 2026, 03:10602,663-826
23 Oct 2026, 23:45603,489-790
22 Oct 2026, 20:55604,279-587
21 Oct 2026, 16:51604,866first reading

Engagement

2,631 posts held, back to 7 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 199 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
1.16%
avg views ÷ 581,143 subscribers
Avg views / post
6,770
740 posts measured
Reaction rate
0.43%
reactions ÷ views · ER floor
Posts in window
740
of 2,631 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 735 of 740 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 13 November 2026
Posts held2,631 (7 August 2026 – 13 November 2026)
Views total5,006,400
Reactions total21,375
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken13 Nov 2026, 01:50 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
≈19,100
Videos
≈9,680
Links
≈15,300

Lifetime counters from Telegram’s own channel header, read 13 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.

Video runtime
2h 26m
Average length
28s

Measured directly from 318 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

49,710 reactions across 995 posts, in 17 distinct kinds. The most used accounts for 13.7% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤6,83113.7%
👍5,07710.2%
😢4,8039.66%
😁4,7449.54%
👎4,7439.54%
😱4,7189.49%
🎉4,6779.41%
🤮4,6769.41%
💩4,6749.40%
🔥4,5469.15%
🤩600.121%
🥰580.117%
👏570.115%
⚡420.084%
🤣20.004%
👀10.002%
🤯10.002%

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 995 of the 1,000 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 49,710 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 1,000 most recent posts we hold (the sample is capped at 1,000), published 5 October 2026 to 13 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: 8 of 740 posts held from the last 30 days (1.08%) 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).

13 Nov 2026, 01:00 UTC≈7,410 viewsread 13 November 2026
Photo

🎥#付费曝光 #骗子 #沈文联 本人现对长期恶意拖欠借款 玩弄失踪的失信人 沈文联 及其家属进行实名曝光 ⚠️ 欠款人核心信息: 姓名:沈文联 身份:350625198802100510) 籍贯: 福建省南安县 住地: 福建省漳州市长泰区陈巷镇 车辆: 闽DX0X02(黑色沃尔沃小型汽车) 电话: 19859088022 电话: 15859536052 电话: 13805989552 🚨 事件经过:本人于2025年6月28日向其出借 500,000 菲律宾比索 双方约定于2025年8月18日前全额还清 然而还款期限已过半年之久 沈文联非但没有履行承诺 反采取今天拖明天 明天拖后天的无赖手段 现已将本人所有联系方式拉黑 彻底失联 性质极其恶劣 对该笔债务完全知情 却在借款后采取消极回避态度 夫妻二人共同逃避债务 毫无诚信可言 附上直系亲属: 其妻:#施美三:350582198703186023 次子:#沈凯辉:350625…

13 Nov 2026, 00:00 UTC≈7,300 viewsread 13 November 2026
Photo

🎥#付费曝光 曝光欠款人 王建飞 身份证号:320582198206194510 户籍管辖:江苏省张家港市公安局合兴派出所 社会名:#飞飞 #飞总 #飞哥 说明一下事实 避免被歪曲 王建飞通过三角关系 实际使用了由我本人账户转出的资金 该笔资金并非赠与 并非自愿承担 而是被其明确用于赌博 截至目前情况如下: • 欠款时间:已拖欠 半年以上 • 资金来源:本人账户实际支出 • 资金用途:赌博 • 处理情况:多次私下沟通 提醒 等待 • 现在结果:拒绝正面回应 拒绝给出还款时间 期间对方不断否认关系 推卸责任 转移话题 但钱从哪来 被谁用 怎么用的 证据我这边全部留存 现在公开曝光只有一个目的 要么还钱 要么承担后果 不接受继续装不清楚 不回应 不负责 如仍拒不处理 后续将不再私下联系 只通过曝光与合法方式持续推进 认识王建飞 与其有资金或合作往来的 请自行提高警惕 @DLBGB #曝光 #骗子 #王建飞 …

12 Nov 2026, 17:00 UTC≈5,230 views1 reactionsread 13 November 2026
Video

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❤1

12 Nov 2026, 15:59 UTC≈5,110 views1 reactionsread 13 November 2026
Photo

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12 Nov 2026, 14:35 UTC≈4,700 views1 reactionsread 13 November 2026
Photo

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12 Nov 2026, 13:42 UTC≈4,540 views5 reactionsread 13 November 2026
Video

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❤2🔥2😁1

12 Nov 2026, 13:20 UTC≈4,560 views2 reactionsread 13 November 2026
Video

🎥曝光:#马来西亚 #柔佛新山 马来西亚柔佛新山在今天凌晨5点的时候 移民局在小姐住的公寓抓了一车小姐 现在都不去场子抓了 直接直捣大本营 后续关注 @DLBGB #网友爆料 = = = = = =广告日推推送= = = = = 🪙全局曝光搜索 @DLBGBBot 🪙骗子无处不在 但愿尽我所能 🪙点亮曝光吧🔍 为你保驾护航 🔎曝光/商务: @Gudu357

❤2

12 Nov 2026, 12:59 UTC≈4,610 views1 reactionsread 13 November 2026
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12 Nov 2026, 12:31 UTC≈4,740 views4 reactionsread 13 November 2026
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🎥曝光:黑平台 宝马国际 11号新开的宝马国际 打首存平拉PG没买免费 提现直接扣除黑台曝光11号新开的宝马国际打首存平拉PG没买免费提现直接扣除黑台曝光11号新开的宝马国际打首存平拉PG 没买免费 提现直接扣除新开的(宝马国际)是大黑台 本来想着试试参加首存100+100打打看 10倍水 没买免费 刚好运气好平拉女王打出来 然后提现直接给我扣掉 理由就是说我玩了几把赏金大对决 你他妈我玩赏金大对决跟我赢钱有关系吗 PG是我开的就对了 纯黑台兄弟们 2K都黑的黑台 切记 名字叫宝马国际 纯黑台 别玩首存 也别充值 包黑的 后续关注 @DLBGB 黑平台地址: P28.COM #曝光 #黑平台 #宝马国际 #避雷 = = = = = =广告日推推送= = = = = 🪙全局曝光搜索 @DLBGBBot 🪙骗子无处不在 但愿尽我所能 🪙点亮曝光吧🔍 为你保驾护航 🔎曝光/商务: @Gudu357

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12 Nov 2026, 11:20 UTC≈4,650 views5 reactionsread 13 November 2026
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12 Nov 2026, 10:42 UTC≈4,440 views4 reactionsread 13 November 2026
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🎥曝光:原 #七星海 #星光度假村 二楼办公室 #牛总 相信你知道我是谁 你做人不仁那我就不义了 给你信息一直当空气 如果你还是不回复我 那下一步我会曝光你所有的视频照片真实身份信息家庭地址等等 后续关注 @DLBGB #网友爆料 = = = 活动只针对本频道有效 = = = 🌐 😀😀😀😀😀9G.COM 全球布局 实力保障 🌐 😀😀😀😀😀7T.COM全球最稳的USDT娱乐城 🌐 🌈🌈🌈 零风控 包出款 反水无上限 电子大水 爆庄网址 8k210.com 🌐 ⚡️⚡️⚡️⚡️⚡️⚡️⚡️⚡️ 新人注册赠送18.88 活动多多 查看详细 🌐 领航移民出中国护照换本/补本业务啦 中国护照换本补发 查看详细 🌐 😀😀😀😀😀😀😀😀 南星游戏·100%出款 🌐 ⚡️⚡️⚡️4️⃣😍😍😍❤️😍⚡️ 独家明牌百家乐 电子返水1.5%起 新人注册赠送58U 🌐 KK妈咪 生活助理 包养 资源都可以视频验证绝对靠谱哈 🌐 🩷…

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12 Nov 2026, 10:40 UTC≈4,450 views5 reactionsread 13 November 2026
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🎥曝光:#东南亚故事会 你飞得还高吗 累不累 我依然在东南亚祝福你 那个比我小七岁的男人 成了我此生最难忘记的人 我们相识于2023年底kk园区某公司 他平时很严肃 很少笑看起来瘦瘦弱弱的 但是他每次看到我都会笑 那时候他刚20出头 已经是个小老板也有钱 我就是个打工的一个月5000块的工资 他每天花很多时间陪我聊天 有点空就让我在楼梯那里看我一眼 那时候的感情好纯粹 因为年龄的差距我总觉得不现实 情绪反反复复 带给他很多伤害 但是他每次都耐心哄我 虽然没有大手大脚给我花过钱 但也送过我香水 项链等礼物 也给我过一些小钱 那时候的东南亚天很蓝人很纯粹 直到2025年底kk园区被搞的时候 他去了菲律宾 后来微信被封 我们的缘分也散了 一晃好多年 很多人像你 却又不是你 我们终究还是散了 我想说感谢你那两年的陪伴 我们这辈子或许都不会再遇见 无论你在哪 希望你飞得更高 走得更远替我幸福 后续关注 @DLBGB #网友爆料 = = …

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Showing the 12 most recent of 2,631 posts we hold for @DLBGB. 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

@DLBGB 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
11 November 2026
Most recent edit
11 November 2026

Mentions

Named by 14 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.

Domains linked from posts

10 domains this channel’s own posts have linked to, measured by scanning the post bodies themselves — not the channel’s description, which is the separate Declared links section below when this entry has one. Appearing here is not a claim about who runs the linked site or why the channel linked to it; an advertisement, a news citation and a malicious link all leave the same kind of row.

000uuuu.com3 posts · 7 August 2026 – 7 August 2026 · example post
2028548.com3 posts · 7 August 2026 – 7 August 2026 · example post
8k210.com3 posts · 7 August 2026 – 7 August 2026 · example post
n10203.com3 posts · 7 August 2026 – 7 August 2026 · example post
uuyl10.com3 posts · 7 August 2026 – 7 August 2026 · example post
1820125.com2 posts · 7 August 2026 – 7 August 2026 · example post
i8333.com2 posts · 7 August 2026 – 7 August 2026 · example post
y30212.com2 posts · 7 August 2026 – 7 August 2026 · example post
down.000zb18.comregistrable domain: 000zb18.com1 post · 7 August 2026 – 7 August 2026 · example post
uu365vip.com1 post · 7 August 2026 – 7 August 2026 · example post

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 11 November 2026 — this entry's latest reading, not the date you are reading this.

“点亮曝光吧🔍” (@DLBGB), 581,143 subscribers as measured 11 November 2026. Telegram Register, tgregister.com/channel/DLBGB.

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.