Missing value (NaN)
Also: NaN, null, NA
Data quality and preparation
A value that isn't there. pandas shows it as NaN. Missing data can also hide as a blank space, a zero or a placeholder word.
Exampleisna() finds nothing in TotalCharges because the blanks are spaces; converting to numbers reveals 11 missing values.
