NaN Values in Series

The NaN value

A value that may be familiar to NumPy users, but not Python users in general, is NaN. When pandas determines that a series holds numeric values but cannot find a number to represent an entry, it will use NaN. This value stands for “Not A Number” and is usually ignored in arithmetic operations. (Similar to NULL in SQL.)

Here’s a series that has NaN in it: