VerticaPy Statistics Page#

Welcome to the VerticaPy Statistics Page! This page provides a comprehensive overview of the statistics generated by VerticaPy for your data. VerticaPy offers a set of functions to compute these statistics for each new version of your project, allowing you to stay informed about the characteristics and trends in your data.

Summary#

Here is a drill-down bar chart summarizing the VerticaPy statistics. Each bar represents a key statistic, and you can click on each bar to explore further details. Whether you’re interested in total records, mean age, maximum salary, minimum salary, or total transactions, this chart provides a quick snapshot of your data.

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Table: VerticaPy Statistics Summary#

Category	Subcategory	Functions
Vertica Utils	QueryProfiler Total	21 21
Loaders & Generators	Loaders Generators Total	22 4 26
Data Visualization Functions	Matplotlib Highcharts Plotly Total	46 40 39 125
Data Preparation/Exploration Functions	vDataFrame vDataColumn TableSample Total	147 93 16 256
SQL Functions & Extensions	SQL Functions SQL Statements SQL Geo Extensions Total	95 15 6 116
Machine Learning	Statistical Tests Algorithms/Functions Extensions Metrics Evaluation Functions Total	15 52 23 41 14 145
	Total	689

Code Coverage#

Here is a pie chart illustrating the code coverage for your VerticaPy project. This chart provides insights into the comprehensiveness of your codebase and areas that may require additional attention.

Exploration and Discovery#

VerticaPy empowers you to explore and discover interesting findings within your data. Whether you’re tracking changes over versions or uncovering patterns in code coverage, there’s always something new to learn. Be sure to use VerticaPy’s functions and tools to compute statistics for each new version and dive into the details to make informed decisions for your project.

Details and Code#

For more details and to generate these charts and tables, refer to the following Python code:

# Imports
from verticapy._utils._inspect_statistics import codecov_verticapy_chart, gen_rst_summary_table, summarise_verticapy_chart

# Generates the VerticaPy Drilldown Chart
summarise_verticapy_chart()

# Generates the VerticaPy Codecov Chart
codecov_verticapy_chart()

# Generates the VerticaPy RST Table
gen_rst_summary_table()