PANDAS

Tidy Data

Variables(columns)

Observation(rows)

Data Structure

Series

DataFrame

Index

attributes

methods

Create

Querying

Edit

Time Series

Iterations

Sorting

Grouping

Categorial Data

Display

Plot

click to edit

dypte

index

value

min/max/describe/sort_values/sort_index/idxmax/idxmin/apply/map/get

df.index/columns

df.loc/iloc

df.unique/nunique/counts/dtypes

pd.DataFrame/to_frame

Data

Index

add

delete

update

Fillna/append/insert/concat/merge/join

df.dropna/drop/pop del

direct assign/where/melt/cut

edit

reset_index/set_index/rename/

str.lower/upper/replace/contains/extract