To verify whether data is evenly partitioned across all nodes, the environment variable $APT_RECORD_COUNTS can be used. This variable helps in recording the counts of records processed by each partition, making it possible to check for even distribution. Other options either relate to schema printing, partition count, or enabling debugging operator, none of which directly aid in verifying data distribution.