The iteritems() iterate over vertical subset in the form of (col_index,series) pair.

The value NA/NAT/None are the same in Pandas and considered as NaN-values.

The all() and any() functions are used to check if all or any item is non-zero, not-empty or not-False.

CSV refers to tabular data saved as plain text where data values are separated by commas.