Live: Ukraine
Stay informed about the country that defends the free world 🇺🇦 🔗Channel for donations and support: https://t.me/donateliveukraine ❓Questions? Contact us here: @liveukraine_admin 📺YouTube: https://www.youtube.com/@liveukraine_media
Cohort-normalised against 1,538 news channels.
Stay informed about the country that defends the free world 🇺🇦 🔗Channel for donations and support: https://t.me/donateliveukraine ❓Questions? Contact us here: @liveukraine_admin 📺YouTube: https://www.youtube.com/@liveukraine_media
What goes into the 33.3
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.
Activity data not yet enriched. MTProto sync runs every ~20 min.
Similar channels.
Why these? — same category, neighbouring score band, 7d delta within ±5pp.