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@kannada_kpsc_quiz: statistics and cleanliness index

ಕನ್ನಡ ಕ್ವಿಜ್‌ ಚಾನೆಲ್‌ | Kannada Quiz Channel

🔥 ಸತ್ಯಮೇವ ಜಯತೆ 📚 ಸ್ಪರ್ಧಾತ್ಮಕ ಪರೀಕ್ಷೆಗಳ ಪ್ರಶ್ನೆ ಪತ್ರಿಕೆಯ ವಿಶ್ಲೇಷಣೆ & ಪ್ರಚಲಿತ ವಿದ್ಯಮಾನ (Current Affairs) Channel Created : 𝟏𝟓th August 𝟐𝟎𝟐𝟑 https://telega.io/c/kannada_KPSC_quiz

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Grade A+ metrics look normal cleanliness index
data from 2026-08-26
Subscribers
40,688
Median views
3,232
ERR
7.9%
Posts sampled
40
Niche Education

Data from 2026-08-26 — 45 days old.

Assessment summary

The channel demonstrates natural activity patterns without signs of artificial boosting, with an even distribution of views (CV 0.22) and a median of around 3.2k per post. However, the feasibility of ad placement is debatable due to the posting pace: at 11.6 posts per day, an ad post is quickly pushed down by new study materials and quizzes.

To recoup the investment, an advertiser needs to focus on formats with guaranteed retention at the top of the feed.

What grade A+ means

The metrics agree with each other: views and reactions are distributed as usual, and almost no signals lower the index.

Compared with similar channels

Compared with 7 Education catalog channels whose metrics look normal. They are a similar size: 16,542 to 91,795 subscribers.

ERR (reach) lower than 5 of 7
@kannada_kpsc_quiz 7.9%
similar channels median 14.9%
Reactions per 100 views lower than 6 of 7
@kannada_kpsc_quiz 0.16
similar channels median 0.29

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

Views by post

The latest 40 posts with views, from Aug 23 to Aug 26. The dashed line is the median (3,232).

02.4K4.7KAug 23: 3,259 viewsAug 23: 4,746 viewsAug 23: 4,575 viewsAug 23: 4,013 viewsAug 23: 4,104 viewsAug 23: 4,256 viewsAug 24: 2,817 viewsAug 24: 3,174 viewsAug 24: 2,972 viewsAug 24: 2,906 viewsAug 24: 3,390 viewsAug 24: 3,305 viewsAug 24: 3,702 viewsAug 24: 4,034 viewsAug 24: 3,960 viewsAug 24: 3,770 viewsAug 24: 4,450 viewsAug 24: 4,058 viewsAug 25: 3,784 viewsAug 25: 3,565 viewsAug 25: 3,434 viewsAug 25: 3,231 viewsAug 25: 3,211 viewsAug 25: 3,330 viewsAug 25: 2,814 viewsAug 25: 3,251 viewsAug 25: 3,233 viewsAug 25: 3,157 viewsAug 26: 2,159 viewsAug 26: 2,550 viewsAug 26: 2,503 viewsAug 26: 2,606 viewsAug 26: 2,618 viewsAug 26: 2,622 viewsAug 26: 2,907 viewsAug 26: 2,407 viewsAug 26: 2,421 viewsAug 26: 2,418 viewsAug 26: 2,896 viewsAug 26: 1,367 views Aug 23Aug 26
  • post views
  • 12 posts newer than one day and still gaining views
  • median 3,232

Maximum: 4,746 views. Data as of Aug 26.

What could not be calculated

View build-up not assessed: the channel posts often, and every post is newer than a week.

Cleanliness-index history

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

Advertising outlook

Advertising placement: questionable.

So many posts that an ad quickly slides down the feed.

About 2,515–3,232 people will see your post in the first 48 hours.

Reach of advertising posts

Too few advertising posts to compare: 1. 2 more are too fresh.

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 @kannada_kpsc_quiz

Are there any signs of artificial boosting on the channel?

No, the channel's risk score is 0 out of 100, and the view dynamics are stable and typical of an organic educational audience.

How many views does a post get?

The median reach of a single post is approximately 3,232 views, with an ERR of about 7.94%.

Why is the feasibility of ad placement considered questionable?

Due to the high posting frequency (nearly 12 messages per day), a publication quickly moves down the feed. Without an agreement on top-feed retention, the post risks not achieving baseline reach.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-08-26
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 @kannada_kpsc_quiz assessment dated 2026-08-26 uses 40 recent public posts. At that snapshot the channel had 40,688 subscribers, median post views were 3,232, ERR was 7.9%, and the cleanliness index was 100/100.
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/TGinspector_ru.