API References

Overview

The DataAnalysisToolkit API reference guide provides detailed information on the classes, methods, and functionalities available in the toolkit. This guide is intended for developers and users who want to understand the inner workings and capabilities of the toolkit.

Modules

Data Sources

• APIConnector

• ExcelConnector

• SQLConnector

Formatters

• DataFormatter

Generators

• CSVDataGenerator

• ReportGenerator

Integrators

• DataIntegrator

Model

• FeatureEngineer

• ModelEvaluator

Preprocessor

• DataPreprocessor

Utils

• DataImputer

Visualizer

• DataVisualizer

Class and Method Details

Each linked page above contains detailed information about the respective class or module, including:

• Constructors and initializers

• Public methods and their parameters

• Return types and values

• Example usage and code snippets

We encourage you to explore these API references to fully leverage the capabilities of DataAnalysisToolkit in your data analysis projects.