Why some IP addresses don't have ASN data?

If you see an IP address that has empty AS details, it means that no AS has announced a suitable prefix and the IP address is not routable. Not all IPs are routable on the internet, but only those for which some AS announced a prefix over BGP, containing that IP address.

You can double-check if an IP address is routable here.