VerticaPy
Python API for Vertica Data Science at Scale
Top Data Exploration
-
vDataFrame.hchart
Responsive Charts -
vDataFrame.agg
Aggregations -
vDataFrame.corr
Correlation Matrix -
vDataFrame.acf
Auto Correlation Plot -
vDataFrame.search
Customized Searches -
vDataFrame.groupby
Customized Aggregations -
vDataFrame.pivot_table
Heatmaps -
vDataFrame.bubble
Bubble Plot -
vDataFrame.regr
Regression Matrix
Top Data Preparation
-
vDataFrame.analytic
Advanced Analytical Features -
vDataFrame.rolling
Moving Windows -
vDataFrame.eval
Features Engineering -
vDataFrame.join
Data Joins -
vDataFrame.asfreq
Time Series Interpolations -
vDataFrame.pivot
Pivot -
vDataFrame.regexp
Regular Expressions -
vDataFrame[].get_dummies
One Hot Encoding -
vDataFrame[].discretize
Features Discretization -
vDataFrame[].fillna
Missing Values Imputation -
vDataFrame[].normalize
Data Normalization -
vDataFrame.sessionize
Sessionization -
vDataFrame.case_when
Conditional Statement
