5.1 Introduction to pandas Data Structures
series
dataframe
index objects
Some Index methods and properties.png
5.2 Essential Functionality
Reindexing
reindex function arguments.png
Dropping Entries from an Axis
Indexing, Selection, and Filtering
Indexing options with DataFrame.png
Integer Indexes
Arithmetic and Data Alignment
Flexible arithmetic methods.png
Function Application and Mapping
apply applying a function on one-dimensional arrays to each column or row
applymap dataframe
map series
Sorting and Ranking
sort_index
sort_values
rank
Tie-breaking methods with rank.png
Axis Indexes with Duplicate Labels
5.3 Summarizing and Computing Descriptive Statistics
Options for reduction methods.png
Descriptive and summary statistics.png
Correlation and Covariance
corr
cov
corrwith
Unique Values, Value Counts, and Membership
Unique, value counts, and set membership methods.png
