Chapter 4. Data Exploration Tutorial

Table of Contents

Introduction
Data exploration
Exploring data structure
Exploring data content
Preparing a dataset for modeling (data processing example)

Introduction

The goal of this document is to familiarize the user with the AdvancedMiner tools for performing data preprocessing tasks for preparing the data for constructing data mining models. This tutorial presents:

  • how to explore data structure and content using various statistical visualization tools

  • how to preparing a dataset for modeling (simple example)

In order to simplify the tutorial we assume the following default conditions: