Book Image

KNIME Essentials

By : Gábor Bakos
Book Image

KNIME Essentials

By: Gábor Bakos

Overview of this book

KNIME is an open source data analytics, reporting, and integration platform, which allows you to analyze a small or large amount of data without having to reach out to programming languages like R. "KNIME Essentials" teaches you all you need to know to start processing your first data sets using KNIME. It covers topics like installation, data processing, and data visualization including the KNIME reporting features. Data processing forms a fundamental part of KNIME, and KNIME Essentials ensures that you are fully comfortable with this aspect of KNIME before showing you how to visualize this data and generate reports. "KNIME Essentials" guides you through the process of the installation of KNIME through to the generation of reports based on data. The main parts between these two phases are the data processing and the visualization. The KNIME variants of data analysis concepts are introduced, and after the configuration and installation description comes the data processing which has many options to convert or extend it. Visualization makes it easier to get an overview for parts of the data, while reporting offers a way to summarize them in a nice way.
Table of Contents (11 chapters)

Transforming values


Sometimes the data that you have requires further processing; that is, not just moving around but also changing some values.

Generic transformations

A quite flexible node is the Rule Engine node that creates or replaces a column based on certain rules involving other columns. It might contain logical and relational operators for texts, and it can even check for inclusion (IN) for a certain set of values or limited pattern matching (LIKE as in SQL). The result can be either a constant, a column's value, or a flow variable. It can also handle the missing values.

When you want to fill the metadata, you should use the Domain Calculator node. With the help of this node, you can create nominal columns from textual (String) columns.

Java snippets

The most generic cell transformation nodes are the Java snippet nodes (Java Snippet and Java Snippet (Simple)). They allow you to use the third-party libraries, custom code to transform a row's values, or append new columns with those values...