Audience reactions in News Telegram channels
Reaction data is available for 18 of 22 channels. The median reaction-to-view rate is 1.15%.
The reaction rate uses posts for which Telegram supplied a counter. A real zero is included, while an unavailable counter is excluded.
Evidence and limitations
This page uses the latest saved public snapshot for each listed channel. Its aggregates are calculated from the visible sample; missing counters are not replaced with zero.
The sample is not a census of Telegram and may change after new checks. The cleanliness index is probabilistic and does not prove intentional manipulation.
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@yabloko_party
— ПАРТИЯ ЯБЛОКО
Posts with counters: 31 · Cleanliness index: 92/100
14.72% -
@svarschiki
— ⚔️ СВАРЩИКИ
Posts with counters: 37 · Cleanliness index: 96/100
2.23% -
@dmitrynikotin
— Дмитрий Никотин
Posts with counters: 40 · Cleanliness index: 95/100
1.87% -
@lesdemons
— ДЕМОНЫ ЧАРЛИ
Posts with counters: 31 · Cleanliness index: 99/100
1.78% -
@voina_belgorod_novosti
— VOBLA • новости
Posts with counters: 28 · Cleanliness index: 88/100
1.67% -
@novosti_efir
— Прямой Эфир • Новости
Posts with counters: 23 · Cleanliness index: 100/100
1.65% -
@oper_goblin
— Tynu40k Goblina (oper.ru)
Posts with counters: 32 · Cleanliness index: 95/100
1.60% -
@mf699
— Медвежий фарш
Posts with counters: 30 · Cleanliness index: 95/100
1.30% -
@moscowach
— Москвач • Новости Москвы
Posts with counters: 24 · Cleanliness index: 99/100
1.24% -
@msk7days
— Москва 24/7
Posts with counters: 34 · Cleanliness index: 87/100
1.06% -
@teleact54
— АСТ-54 Black
Posts with counters: 24 · Cleanliness index: 99/100
0.88% -
@odessa_typical
— Типичная Одесса
Posts with counters: 32 · Cleanliness index: 95/100
0.84% -
@shot_shot
— SHOT
Posts with counters: 25 · Cleanliness index: 99/100
0.83% -
@mashmoyka
— Mash на Мойке
Posts with counters: 25 · Cleanliness index: 99/100
0.69% -
@rian_ru
— РИА Новости
Posts with counters: 36 · Cleanliness index: 95/100
0.55% -
@pcheb_21
— Подслушано Чебоксары
Posts with counters: 29 · Cleanliness index: 99/100
0.44% -
@bazabazon
— Baza
Posts with counters: 29 · Cleanliness index: 95/100
0.38% -
@BKrasnoyarske
— Жесть Красноярск
Posts with counters: 37 · Cleanliness index: 100/100
0.10% -
@ostorozhno_novosti
— Осторожно, новости
Posts with counters: 0 · Cleanliness index: 94/100
No data -
@politadequate
— АДЕКВАТ Z
Posts with counters: 0 · Cleanliness index: 93/100
No data -
@vv_volodin
— Вячеслав Володин
Posts with counters: 0 · Cleanliness index: 92/100
No data -
@moscow_laundry
— Московская прачечная
Posts with counters: 0 · Cleanliness index: 91/100
No data
Frequently asked questions
How is the reaction rate calculated for News?
Reactions are divided by views for each post. A channel median is calculated first, followed by the median across channels with data.
How is zero different from missing reaction data?
Zero means the counter was available and nobody reacted. Missing means Telegram did not provide the counter, so the value is excluded.
Can reactions alone identify fake engagement?
No. Reactions depend on format and channel settings. Compare them with ERR, view patterns, comments, and the overall cleanliness index.