Books Mania
To Contact: @english_mania_bot Instagram: https://bit.ly/30jmjXN Twitter: https://bit.ly/3gpu7Nm Pinterest: https://bit.ly/2XlTg4a 📺 YouTube: https://bit.ly/2SFCxWH Telegram: @ew2021 WhatsApp: +91 9978999990 Group: @englishmania2
Cohort-normalised against 76 books channels.
To Contact: @english_mania_bot Instagram: https://bit.ly/30jmjXN Twitter: https://bit.ly/3gpu7Nm Pinterest: https://bit.ly/2XlTg4a 📺 YouTube: https://bit.ly/2SFCxWH Telegram: @ew2021 WhatsApp: +91 9978999990 Group: @englishmania2
What goes into the 36.3
log(subscribers), 95th-cap
avg views/post · reaction velocity
24h + 7d net change vs cohort
Verified · safety flags clear
category match strict
output: cohort-normalised 0–100 · weighted sum / max possible × 100
Channel activity.
Similar channels.
Why these? — same category, neighbouring score band, 7d delta within ±5pp.