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@lav4ng1: statistics and cleanliness index

LAVANG

visual prod - @lav4ng

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Grade D some metrics deviate cleanliness index
data from 2026-11-07
Subscribers
125
Median views
579
ERR
463.2%
Posts sampled
40
Niche Art & Design
Post language Russian
Channel age 1 year

Data from 2026-11-07 — fresh.

Assessment summary

Channel of a visual producer: clips for godmadder, shoots, editing and short notes on how it's done — photos, video and text in Russian, the channel is a year old.

Post views are almost five times the subscriber count (ERR 463%), and no similar channel in the catalog shows such a share; reactions are more modest — 3.33% versus the median 5.78% among similar channels. A new post appears about once every ten days, so placement runs up against rare posting: an ad will stay up for a long time but will accumulate views on a base of 125 subscribers. Some messages have been deleted — about 33% of numbers are missing.

About the channel

LAVANG, a visual producer's channel: clips he shot and edited, footage from shoots, and short notes about the work — about editing on an iPhone, about not wanting to turn creativity into marketing, about albums that matter to the author. Format: video and photos with captions, sometimes text only; all in Russian, the channel is a year old.

In the catalog, next to it are @special_pictures (73 thousand subscribers) and @shoolbu (256). LAVANG has fewer subscribers than both, but a larger share of subscribers sees a post here than on either of them.

What it publishes:

  • Clips: announcements and premieres of works for godmadder — “MONKS IN CAPTIVITY,” “no niche.”
  • Shoots: photos and videos from set, including shooting on an iPhone.
  • Notes on creativity: texts about music video making, music and advertising.
  • Visuals: track screenshots, collages, shots from the forest and rooftops.

Posts come out mostly in the evening (60%) and on weekdays (57%). The channel forwards posts from @godmadder_ch and “D.B.G.SVО”; it is itself forwarded by @echoashh and @godmadder_ch; by subscriber count it is in the bottom third of the “Art and Design” niche. Expect rare posts—about once every ten days—with video and personal comments, almost no ads.

By subscribers, it ranks #17 of 20 channels in the Art & Design niche of the catalog.

What to pay attention to

Spike in paid (Stars) reactions on posts (up to 50 stars)

On some posts, paid (Stars) reactions are sharply higher than on others — up to 50 stars (≈11% of the post's views), even though free reactions are also available on the channel. Telegram counts stars, not people: one generous subscriber can also produce such a spike.

What grade D means

The index is clearly lowered: one or more metrics fall outside usual values. The “How the assessment was produced” section shows which ones.

Compared with similar channels

Compared with 6 Art & Design catalog channels whose metrics look normal. They are a similar size: 45 to 339 subscribers.

ERR (reach) higher than 6 of 6
@lav4ng1 463.2%
similar channels median 124.2%
Reactions per 100 views lower than 5 of 6
@lav4ng1 3.33
similar channels median 5.78

This is not a niche norm: only catalog channels are included. A high ERR is not always a plus: if the other metrics do not support it, the index goes down.

Dynamics and anomalies

Scroll horizontally to see the full charts.

Views by post

The latest 40 posts with views, from Jan 5 to Nov 1. The dashed line is the median (579).

05331.1KJan 5: 774 viewsJan 9: 765 viewsJan 24: 832 viewsFeb 4: 646 viewsFeb 7: 794 viewsFeb 21: 776 viewsFeb 28: 1,066 viewsMar 7: 584 viewsMar 7: 1,063 viewsMar 9: 678 viewsMar 27: 579 viewsMar 27: 785 viewsMar 27: 773 viewsApr 14: 653 viewsApr 19: 626 viewsMay 8: 1,013 viewsMay 16: 551 viewsJun 4: 479 viewsJun 8: 901 viewsJun 14: 580 viewsJun 21: 555 viewsJul 10: 721 viewsJul 12: 511 viewsJul 12: 538 viewsJul 12: 526 viewsJul 12: 579 viewsJul 28: 677 viewsJul 30: 465 viewsJul 30: 530 viewsAug 5: 504 viewsAug 25: 727 viewsAug 30: 400 viewsSep 12: 329 viewsSep 14: 494 viewsSep 14: 398 viewsOct 2: 445 viewsOct 2: 341 viewsOct 10: 314 viewsOct 14: 218 viewsNov 1: 230 views Jan 5Nov 1
  • post views
  • median 579

Maximum: 1,066 views. Data as of Nov 7.

What could not be calculated

View build-up not assessed: there were no posts newer than one day.

Cleanliness-index history

The channel's data has been collected once — the chart will appear after the next update.

Advertising outlook

Advertising placement: questionable.

Posts come out rarely, so an ad will struggle to get views.

Not enough posts for a forecast.

Reach of advertising posts

No advertising posts among the latest 40.

Buy advertising

Telegram ads are sold on these marketplaces — they have channel catalogs, prices, and checkout.

We don't sell ads. This channel may not be listed there.

Where to buy advertising

Affiliate links: we get a commission. It never affects the channel's score.

Questions about @lav4ng1

What does the purity index of 50 out of 100 mean?

It is grade D and the level “there are deviations”: the higher the index, the fewer deviations. Among the findings are a spike in paid reactions up to 50 stars on some posts and a deleted portion of messages (about 33% of numbers missing).

Does a post reach more people than the channel has subscribers?

Yes, ERR is about 463% with 125 subscribers: views are almost five times the base. The verification data does not show exactly where they come from.

Can I advertise here?

Placement is marked as disputed: posts come out very rarely, about once every ten days. The reach of ad posts was not calculated — there were none in the sample.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-11-07
Sample
The latest 40 public posts available at check time.
Calculation method
TG Inspector calculates metrics from the saved snapshot and combines independent signals into a deterministic 0–100 cleanliness index.
Factual result
The @lav4ng1 assessment dated 2026-11-07 uses 40 recent public posts. At that snapshot the channel had 125 subscribers, median post views were 579, ERR was 463.2%, and the cleanliness index was 50/100.
Limitations
This is a probabilistic assessment based on public data: it describes metrics, not the owner's actions, and is not a real-time measurement.

Full methodology and interpretation rules

This automated assessment is probabilistic: it describes the channel's public metrics, not its owner's actions. The index and grade are calculated from public data and are not changed on request. Channel owners can request removal of the page — t.me/obsessed_with_ai.