SELECT ui.channel, COUNT(*) cnt FROM order_log ol RIGHT JOIN user_info ui ON ol.uid = ui.uid WHERE ol.order_id IS NULL GROUP BY ui.channel ORDER BY cnt DESC, ui.channel LIMIT 1