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)

Using visual properties


One of KNIME's great features is that it allows you to set certain properties of the views in advance. So, you need not remember how you set them in one view and how it is set in another, you just have to connect them to the same table. This is a big step towards reproducible experimental results and figures with the ease of graphical configuration. Each property is applied to the rows based on column values, so changes in column values will affect (remove) the property and each kind of property is exclusive (a new node with the same kind of properties replaces the original property). When you want to reuse the properties in another place of the workflow, you can use the appender nodes.

The three supported properties are: color, size, and shape.

Color

With the Color Manager node, you can set the color for different rows. The colors can be assigned either to a nominal or a numeric column.

In the case of the nominal columns, each value can have a different color. This...