kalpana singh shahi

Average available likes and comments, divided by average sampled video views, multiplied by 100. The fetch samples up to 15 recent videos; the exact count was not recorded. Hidden counts are excluded from their respective averages.

Engagement measured 10 Oct 2026. Engagement may predate the audience update. Different platforms use different denominators, so percentages are not directly comparable.