AI engineering glossary · NumPy pandas visualization
What is series?
Series: Pandas' one-dimensional labelled array: a column of values of one data type together with an index of labels. It supports vectorised arithmetic, alignment on labels and many summary methods. Each column of a DataFrame is one of these.
Series: an example
pd.Series([90, 75, 82], index=['maths', 'physics', 'chemistry']) stores three marks that can be read as s['physics'].
Related terms
More NumPy pandas visualization terms
- SettingWithCopyWarning
- Shape
- shift
- Small multiples
- sort_values
- Split-apply-combine
- Stacked bar chart
- str accessor
Where you learn it
Series is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.