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Dashboard Design
Michael Burch, Marco Schmid
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R3,020
Discovery Miles 30 200
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Ships in 9 - 15 working days
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Interactive visualization and visual analytics tools have been
designed and developed in the past and will be developed in the
future as well. In each application domain in which data is
measured, generated, and recorded we see a potential candidate for
an interactive visualization tool with the goal to find insights
and knowledge in the data. This knowledge can be found either
visually by humans’ interventions or algorithmically by the
machine, in the best case by applying both concepts in combination
as in visual analytics. One of the easiest ways to get an
interactive visualization tool running is by means of dashboards,
typically implemented as webpages that can run in a web browser and
are accessible online, creating some kind of web-based solution.
This book describes ways to design and implement dashboards based
on the programming language Python, the graphics library Plotly,
and Dash. The readers can use the provided dashboard codes as a
starting point and extend the functionality and features on their
desire. Technical topics discussed in the book include: Design in
visualization Interaction principles in information visualization
User interface design Linking Python, Dash, and Plotly Coding in
Python Dashboard examples with Python code.
Visualization and visual analytics are powerful concepts for
exploring data from various application domains. The endless number
of possible parameters and the many ways to combine visual
variables as well as algorithms and interaction techniques create
lots of possibilities for building such techniques and tools. The
major goal of those tools is to include the human users with their
tasks at hand, their hypotheses, and research questions to provide
ways to find solutions to their problems or at least to hint them
in a certain direction to come closer to a problem solution.
However, due to the sheer number of design variations, it is
unclear which technique is suitable for those tasks at hand,
requiring some kind of user evaluation to figure out how the human
users perform while solving their tasks. The technology of eye
tracking has existed for a long time; however, it has only recently
been applied to visualization and visual analytics as a means to
provide insights to the users' visual attention behavior. This
generates another kind of dataset that has a spatio-temporal nature
and hence demands for advanced data science and visual analytics
concepts to find insights into the recorded eye movement data,
either as a post process or even in real-time. This book describes
aspects from the interdisciplinary field of visual analytics, but
also discusses more general approaches from the field of
visualization as well as algorithms and data handling. A major part
of the book covers research on those aspects under the light and
perspective of eye tracking, building synergy effects between both
fields - eye tracking and visual analytics - in both directions,
i.e. eye tracking applied to visual analytics and visual analytics
applied to eye tracking data. Technical topics discussed in the
book include: * Visualization; * Visual Analytics; * User
Evaluation; * Eye Tracking; * Eye Tracking Data Analytics; Eye
Tracking and Visual Analytics includes more than 500 references
from the fields of visualization, visual analytics, user
evaluation, eye tracking, and data science, all fields which have
their roots in computer science. Eye Tracking and Visual Analytics
is written for researchers in both academia and industry,
particularly newcomers starting their PhD, but also for PostDocs
and professionals with a longer research history in one or more of
the covered research fields. Moreover, it can be used to get an
overview about one or more of the involved fields and to understand
the interface and synergy effects between all of those fields. The
book might even be used for teaching lectures in the fields of
information visualization, visual analytics, and/or eye tracking.
This book discusses research, methods, and recent developments in
the interdisciplinary field that spans research in visualization,
eye tracking, human-computer interaction, and psychology. It
presents extended versions of papers from the First Workshop on Eye
Tracking and Visualization (ETVIS), which was organized as a
workshop of the IEEE VIS Conference 2015. Topics include
visualization and visual analytics of eye-tracking data, metrics
and cognitive models, eye-tracking experiments in the context of
visualization interfaces, and eye tracking in 3D and immersive
environments. The extended ETVIS papers are complemented by a
chapter offering an overview of visualization approaches for
analyzing eye-tracking data and a chapter that discusses
electrooculography (EOG) as an alternative of acquiring information
about eye movements. Covering scientific visualization, information
visualization, and visual analytics, this book is a valuable
resource for eye-tracking researchers within the visualization
community.
This book discusses research, methods, and recent developments in
the interdisciplinary field that spans research in visualization,
eye tracking, human-computer interaction, and psychology. It
presents extended versions of papers from the First Workshop on Eye
Tracking and Visualization (ETVIS), which was organized as a
workshop of the IEEE VIS Conference 2015. Topics include
visualization and visual analytics of eye-tracking data, metrics
and cognitive models, eye-tracking experiments in the context of
visualization interfaces, and eye tracking in 3D and immersive
environments. The extended ETVIS papers are complemented by a
chapter offering an overview of visualization approaches for
analyzing eye-tracking data and a chapter that discusses
electrooculography (EOG) as an alternative of acquiring information
about eye movements. Covering scientific visualization, information
visualization, and visual analytics, this book is a valuable
resource for eye-tracking researchers within the visualization
community.
Have you reached a point of darkness in your life that has taken
away your ability to have hope for your future? Have you seemingly
been sentenced to a dark prison cell due to illness, depression,
addiction, or your own sin? David, a man after God's own heart,
experienced such times in his walk with God. Not only was his life
one of extreme ups and downs, he was capable of communicating the
realness of his experiences and feelings to God like no other
figure in the Bible. Whether David was soaring on the heights of a
military victory or despairing for his life, he never stopped
talking to God with an unrestricted honesty and depth. This is the
way that God wants us to talk with Him, real and raw. The Psalms
reflect the way to commune with the loving Father. New Psalms and
Other Thoughts embodies this desire.
Royalties from the sale of the book will be donated to the
Edgewood Children's Ranch in Orlando, Florida.
Have you reached a point of darkness in your life that has taken
away your ability to have hope for your future? Have you seemingly
been sentenced to a dark prison cell due to illness, depression,
addiction, or your own sin? David, a man after God's own heart,
experienced such times in his walk with God. Not only was his life
one of extreme ups and downs, he was capable of communicating the
realness of his experiences and feelings to God like no other
figure in the Bible. Whether David was soaring on the heights of a
military victory or despairing for his life, he never stopped
talking to God with an unrestricted honesty and depth. This is the
way that God wants us to talk with Him, real and raw. The Psalms
reflect the way to commune with the loving Father. New Psalms and
Other Thoughts embodies this desire.
Royalties from the sale of the book will be donated to the
Edgewood Children's Ranch in Orlando, Florida.
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