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2021 textbook by Jack Dougherty and Ilya Ilyankou
Hands-On Data Visualization: Interactive Storytelling from Spreadsheets to Code is a book on data visualization and digital storytelling by Jack Dougherty
Hands-On_Data_Visualization
Visual representation of data
in data visualization includes charts and graphs, geospatial maps, figures, correlation matrices, percentage gauges, etc.. Information visualization deals
Data and information visualization
Data_and_information_visualization
Branch of bioinformatics
Biological data visualization is a branch of bioinformatics concerned with the application of computer graphics, scientific visualization, and information
Biological_data_visualization
Set of techniques for creating images, diagrams, or animations to communicate a message
Visualization (or visualisation in Commonwealth English; see spelling differences), also known as graphics visualization, is any technique for creating
Visualization_(graphics)
Visualization of the worst-case scenario(s)
focus of creative visualization of inducing an imaginary positive psychological and physiologic response, negative visualization focuses on training the practitioner
Negative_visualization
Italian information designer (born 1981)
Dear Data Project with Stefanie Posavec. Every week for one year, Lupi and Posavec exchanged a "data drawing", a hand-drawn data visualization that represented
Giorgia_Lupi
Open-source data analysis software
of machine learning, preprocessing and data visualization algorithms in 6 widget sets (data, transform, visualize, model, evaluate and unsupervised). Additional
Orange_(software)
Graphic visual representation of information
see patterns and trends. Similar pursuits are information visualization, data visualization, statistical graphics, information design, or information
Infographic
Data visualization technique
A heat map (or heatmap) is a two-dimensional data visualization technique that represents the magnitude of individual values within a dataset as a color
Heat_map
used to broadly characterize the data. Data visualization is also used, in which the analyst is able to examine the data in a graphical format in order
Data_analysis
American computer scientist
approach to the visualization of hierarchical information structures." Visualization, 1991. Visualization'91, Proceedings., IEEE Conference on. IEEE, 1991
Ben_Shneiderman
Tool for converting data into reports and dashboards
Google Analytics 360 suite". 2016-03-15. "Announcing Data Studio: our free, new, Data Visualization Product". 2016-05-25. Novet, Lauren Feiner,Jordan (2019-06-06)
Data_Studio
Process of analyzing large data sets
considerations, post-processing of discovered structures, visualization, and online updating. The term "data mining" is a misnomer because the goal is the extraction
Data_mining
Journalistic process
fields such as data visualization, computer science, and statistics, "an overlapping set of competencies drawn from disparate fields". Data journalism has
Data_journalism
Technique for dimensionality reduction
dimensionality reduction technique for embedding high-dimensional data for visualization in a low-dimensional space of two or three dimensions. Specifically
T-distributed stochastic neighbor embedding
T-distributed_stochastic_neighbor_embedding
Extremely large or complex datasets
capturing data, data storage, data analysis, search, sharing, transfer, visualization, querying, updating, information privacy, and data sources. Big data was
Big_data
Data visualization
proportionally to the magnitude of the data, then the data is said to have a 'proportional bias'. There are many methods for visualizing the plot and subsequent analysis
Bland–Altman_plot
American artist and computer researcher (born 1970)
1970) is an American scientist and artist known for his work with data visualization. He is currently the Gordon McKay Professor of Computer Science at
Martin_M._Wattenberg
CAD data-exchange format by Siemens
Tessellation) is an openly-published ISO-standardized 3D CAD data exchange format used for product visualization, collaboration, digital mockups, and other purposes
JT_(visualization_format)
Python library for data analysis
Stefanie (2019). Hands-On Data Analysis with Pandas: Efficiently perform data collection, wrangling, analysis, and visualization using Python (1 ed
Pandas_(software)
Graphical representation of data
known as a graph) is a graphical representation for data and information visualization, in which "the data is represented by symbols, such as bars in a bar
Chart
Methods of visualizing information by translating to colors
choropleths are used for information visualization of either data gathered by a single grayscale channel or data not depicting parts of the electromagnetic
False_color
Software platform for 3D and 4D data visualization
software for 2D, 3D, and 4D data visualization and visually supported exploration and analysis. At that time, the young visualization group at the ZIB had experience
Amira_(software)
Process of reducing the number of random variables under consideration
extraction. Dimensionality reduction can be used for noise reduction, data visualization, cluster analysis, or as an intermediate step to facilitate other
Dimensionality_reduction
Specification of a conceptualization
ontology. A survey of ontology visualization methods is presented by Katifori et al. An updated survey of ontology visualization methods and tools was published
Ontology (information science)
Ontology_(information_science)
Interactive Web service
medical students learn about data science in a hands-on way. Google Charts allows for the visualization of complex data sets, which may improve some students'
Google_Charts
Graphical representation of the "flow" of data through an information system
Process Model and Notation Control-flow diagram Data island Dataflow Data and information visualization Directed acyclic graph Drakon-chart Functional
Data-flow_diagram
Application of computer graphics to create or contribute to images
GPU-based interactive visualization techniques by Daniel Weiskopf 2006 ISBN 3-540-33262-6 pages 1-8 Trends in interactive visualization by Elena van Zudilova-Seinstra
Computer-generated_imagery
Symbolic representation of information using visualization techniques
representation of information using visualization techniques. Diagrams have been used since prehistoric times on walls of caves, but became more prevalent
Diagram
acceleration and data visualization. Julia is a high-level dynamic language with a surface similarity to MATLAB. Packages such as DataFrames.jl are available
List of numerical-analysis software
List_of_numerical-analysis_software
Linked node hierarchical data structure
In computer science, a tree is a widely used abstract data type that represents a hierarchical tree structure with a set of connected nodes. Each node
Tree_(abstract_data_type)
Form of 3D computer interaction merging the real world with virtual objects
between them with a visualization of risk areas.[unreliable source?] The scope of AR applications also includes visualization of data from embedded munitions
Augmented_reality
2016 browser game by Google LLC
Representation Learning for Free-Hand Sketch". Institute of Electrical and Electronics Engineers – via arXiv. Lanham, Micheal (2020). Hands-On Reinforcement Learning
Quick,_Draw!
Industrial design software
StudioTools Archived 2023-03-06 at the Wayback Machine, - A Hands-on Guide to Modeling and Visualization in 3D (Official Alias Training Guide). Official website
Autodesk_Alias
Software owned by Oracle Corporation
Intelligence Applications (OBIA), which is a prebuilt BI and data-warehousing system built on the OBIEE technology stack. However, OBIEE is the platform
Oracle Business Intelligence Suite Enterprise Edition
Oracle_Business_Intelligence_Suite_Enterprise_Edition
statistical computing, and interactive materials for hands-on learning and teaching concepts in data science, statistical analysis and probability theory
Statistics Online Computational Resource
Statistics_Online_Computational_Resource
Science of characterizing uncertainties
presumably lies. See the subjective opinion online demo of uncertainty visualization. There are two major types of problems in uncertainty quantification:
Uncertainty_quantification
American science communicator and data visualizer
December 20, 1975) is a data visualizer and science communicator for NASA's Chandra X-ray Observatory. She is also the visualization coordinator for the Aesthetics
Kimberly_Arcand
Commercial hex editor and text editor for Microsoft Windows, Linux and macOS
to fix problems in large multibeam bathymetry datasets used in ocean visualization. The software was designed around the idea of Binary Templates. A text
010_Editor
Procedure in computing
rejection at all, and thus none, some, or all of the data are handed over to the next step depending on the rule design and exception handling; many of the
Extract,_transform,_load
Converting data between different formats
Traditional data transformation processes have served companies well for decades. The various tools and technologies (data profiling, data visualization, data cleansing
Data transformation (computing)
Data_transformation_(computing)
Data analysis and visualization program
(Scientific Data Analysis and Visualization) is an open-source cross-platform computer program for interactive scientific graphing and data analysis. Development
SciDAVis
Capacity to understand 3D relationships
rotation on the other hand is the mental ability to manipulate and rotate 2D or 3D objects in space quickly and accurately. Lastly, spatial visualization is
Spatial_ability
Diagram to visually organize information
Porphyry of Tyros, a noted thinker of the 3rd century, as he graphically visualized the concept categories of Aristotle. Philosopher Ramon Llull (1235–1315)
Mind_map
Information scientist
theoretical visualization framework meant to guide readers through user and task analysis; data preparation, analysis, and visualization; visualization deployment;
Katy_Börner
Creating a model of the data in a system
Data modeling in software engineering is the process of creating a data model for an information system by applying certain formal techniques. It may
Data_modeling
American research laboratory
science department. EVL specializes in collaborative visualization, virtual reality, visual data science, advanced computing and networking infrastructure
Electronic Visualization Laboratory
Electronic_Visualization_Laboratory
Source is The World Factbook. Visualization based on data above "Age structure - the World Factbook". Archived from the original on December 22, 2025.
List of countries by age structure
List_of_countries_by_age_structure
Error in statistical reasoning with groups
probability and statistics in which a trend appears in several groups of data but disappears or reverses when the groups are combined. This result is often
Simpson's_paradox
Branch of digital forensics
such that they can not be manipulated by the perpetrator afterwards. Data Visualization is often used to display the results. Jörg Meyer: Forensische Datenanalyse
Forensic_data_analysis
Process of constructing a curve that has the best fit to a series of data points
fitted to data observed with random errors. Fitted curves can be used as an aid for data visualization, to infer values of a function where no data are available
Curve_fitting
Investigative data-analysis technique
the highest level): Data processing Transformation Analysis Visualization Data gathering and processing requires access to data and has several inherent
Link_analysis
Adjacent sea zone in which a state has special rights
Commission on the Limits of the Continental Shelf" (PDF). "Sea Around Us Project – Data and Visualization". Archived from the original on 27 April 2006
Exclusive_economic_zone
monitoring of signals) is a software for post-processing test & measurement data in time and frequency domain, and visually displaying measurement results
Imc_FAMOS
Open Source Database Project
situation such as data collection, data writing, data storage, data query, data visualization and data analysis. This allows data collected by the sensor
Apache_IoTDB
is an interactive agency based in Los Angeles, CA, specializing in data visualization, social media strategy, infographics, branding and web design. The
JESS3
Type of data visualization for geographic regions
"Color use guidelines for mapping and visualization". In MacEachren, Alan M.; Taylor, D.R.F. (eds.). Visualization in Modern Cartography. Pergamon. pp. 123–147
Choropleth_map
Table that summarizes data from another table
found in other data visualization tools and business intelligence packages. Microsoft Excel supports PivotTables, which can be visualized through PivotCharts
Pivot_table
US-based software and services company
collection service on February 29". VentureBeat. Archived from the original on May 2, 2023. Condon, Stephanie. "Palantir acquires data visualization startup Silk"
Palantir
Process of mathematical modelling, performed on a computer
often aggregated into static images using various ways of scientific visualization. In debugging, simulating a program execution under test (rather than
Computer_simulation
Computer graphics images defined by points, lines and curves
created for drawing, manipulating, and visualizing vector graphics. While these are all based on the same basic vector data model, they can interpret and structure
Vector_graphics
Reasoning by means of visual representations
representation of information according to some visualization technique. Sometimes, the technique uses a 3D visualization which is then projected onto the 2D surface
Diagrammatic_reasoning
Software platform for collecting and managing data
DMPs include data organization, increased insight on audiences and markets, and more effective advertisement budgeting. On the other hand, DMPs often have
Data_management_platform
Decision support tool
attention on the issues and relationships between events. Decision trees can also be seen as generative models of induction rules from empirical data. An optimal
Decision_tree
Grouping a set of objects by similarity
74. Grobe, Mathias; Burghardt, Dirk. "Micro diagrams: visualization of categorical point data from location-based social media". Cartography and Geographic
Cluster_analysis
Representation in the mind of objects, activities or events, whether they existed or not
Christianity. In Catholicism, visualization plays a central role in the recitation of the Rosary, where it may be used to visualize Biblical scenes.[clarification
Mental_image
Group of vegetation programming and modeling software products
developed and sold by Unity Technologies, and originally by Interactive Data Visualization, Inc. (IDV), that generates virtual foliage for animations, architecture
SpeedTree
American data visualizer, developer, and designer
group building data visualization tools for mission evaluations. In 2022, Binx created Amtrak Explorer, an open-source tool to visualize Amtrak routes
Rachel_Binx
Sequence of data points over time
TimeViz Browser:A Visual Survey of Visualization Techniques for Time-Oriented Data". Archived from the original on 2015-02-12. Retrieved 1 June 2014.
Time_series
Database using graph structures for queries
data as a priority. Querying relationships is fast because they are perpetually stored in the database. Relationships can be intuitively visualized using
Graph_database
3D schematic representation of protein structure
Next Generation): A versatile interactive molecular and scientific visualization program", Protein Science, 18 (11): 2403–2409, doi:10.1002/pro.250,
Ribbon_diagram
Non-profit educational organization based in California, US
"Python for Humanities". carpentries-incubator.github.io. "Data processing and visualization for metagenomics". carpentries-incubator.github.io. "GitHub
The_Carpentries
Information without a formal data model
Unstructured data (or unstructured information) is information that either does not have a pre-defined data model or is not organized in a pre-defined
Unstructured_data
Type of data available for anyone to analyze
related to data management (Formal Analysis, Investigation, Data curation and Visualization). In the United States, ownership of research data is usually
Open_scientific_data
Technology that allows bespoke aspects in mass production
produce a standardized product, but this product is customizable in the hands of the end-user (the customers alter the product themselves). Example: Lutron
Mass_customization
Statistical software
original (PDF) on July 21, 2013. Retrieved October 13, 2011. Bridgewater, Adrian (November 3, 2010). "JMP Genomics 5: Data Visualization & Exploration"
SAS_(software)
Facts provided or learned about something or someone
(including visualization / display methods), storage (such as magnetic or optical, including holographic methods), etc. Information visualization (shortened
Information
Type of parallel processing
with multiple processing elements that perform the same operation on multiple data points simultaneously. SIMD can be internal (part of the hardware design)
Single instruction, multiple data
Single_instruction,_multiple_data
Type of machine learning model
chatbots. Biased or inaccurate training data can make an LLM's output less reliable. LLMs are typically based on transformer architecture. Generative pre-trained
Large_language_model
Graphical representations of connectomics
neuroscience techniques Tractography – 3D visualization of nerve tracts via diffusion MRI Chord diagram (information visualization) – Graphical method for displaying
Connectogram
American software company
of up to two people. Other services include app creation, data integration and visualization, and training. Salesforce launched a suite of features called
Salesforce
Notation for tree data structures
Yu, Guangchuang. "Chapter 1 Importing Tree with Data". Data Integration, Manipulation and Visualization of Phylogenetic Tree. Huerta-Cepas, Jaime; Serra
Newick_format
Perception of being physically present in a non-physical world
design process". 2000 IEEE Conference on Information Visualization. An International Conference on Computer Visualization and Graphics. pp. 568–573. doi:10
Immersion_(virtual_reality)
Principle that Internet service providers should treat all data equally
utilities, which weakened net neutrality regulation and put the decision in the hands of the United States Congress and state legislatures. Supporters of net
Net_neutrality
Type of bar chart using dots
additional information about the sequence of steps in the process. Data and information visualization Scatter plot Wilkinson, Leland (1999). "Dot plots". The American
Dot_plot_(statistics)
Video game series
lessons distributed every two weeks. On PlayStation Vita, Toro's Friend Network creates avatars and a visualization of the player's PlayStation Network
Doko_Demo_Issyo
American information technology company
HP Enterprise Services LLC (formerly Electronic Data Systems Corporation, then Electronic Data Systems LLC) was an American multinational information technology
Electronic_Data_Systems
Computing paradigm emphasizing 3D spatial interaction with technology
in Vision, Multimedia and Visualization Technologies" introduced the term more broadly for academic audiences, focusing on a variety of topics such as
Spatial_computing
Cloud-based service and infrastructure
workflow orchestration service built on Apache Airflow Cloud Datalab – Tool for data exploration, analysis, visualization and machine learning. It is a fully
Google_Cloud_Platform
the actual visualization is typically run on the client.[citation needed] Currently, web-integrated crystal structure visualization is based on Java applets
Crystallographic_database
Processing mode
coordinated as dashboards. An extensive list of clients appears in the visualization column of the comparison of OLAP servers table. Below is a list of top
Online_analytical_processing
US government agency
"Ex-Social Security official describes 'significant' risk of sensitive data going to wrong hands under DOGE" (Text). The Hill. Retrieved March 16, 2025. "Meet
Department of Government Efficiency
Department_of_Government_Efficiency
Map distorting size to show another value
Kobourov, Stephen (2015). "Visualizing Cartograms: Goals and Task Taxonomy". 17th Eurographics Conference on Visualization (Eurovis). arXiv:1502.07792
Cartogram
Line of GUI software programs from Avaya
applications by clicking on the application link from the navigation bar on the left-hand side of the page.[citation needed] Visualization of the Network Topology:
Avaya Unified Communications Management
Avaya_Unified_Communications_Management
Data standard for public transport information
Specification, is a general transit feed specification which defines a common data format for public transportation schedules and associated geographic information
GTFS
American photographer and environmentalist (1902–1984)
values" was a departure from all previous photography. Adams's concept of visualization, which he first defined in print in 1934, became a core principle in
Ansel_Adams
American software company
Python Applications Visualization – data visualization tools to assist with application development, including a GUI builder and data management abstraction
Perforce
American communications satellite
A tracking and data relay satellite (TDRS) is a type of communications satellite that forms part of the Tracking and Data Relay Satellite System (TDRSS)
Tracking and data relay satellite
Tracking_and_data_relay_satellite
Large language model developed by Google
good performance in architectural visualization, for producing imagery at the correct scale even with complex geometry. On 26 February 2026, Nano Banana 2
Gemini_(language_model)
Development environment for programming controller applications
helps users to create complex visualization masks directly in the programming system CODESYS and animate them based on application variables. To simplify
CODESYS
HANDS ON-DATA-VISUALIZATION
HANDS ON-DATA-VISUALIZATION
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Male
French
French form of Latin Leo, LÉON means "lion."
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Boy/Male
Australian, Biblical, British, Christian, English
Pain; Force; Iniquity
Surname or Lastname
English (chiefly West Midlands)
English (chiefly West Midlands) : variant of Hand.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Female
Turkish
Turkish name HANDE means "smile."
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Girl/Female
African, Buddhist, Hindu, Indian, Swahili
Medicine; Born on a Monday
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Male
Turkish
Turkish name ATA means "ancestor."
HANDS ON-DATA-VISUALIZATION
HANDS ON-DATA-VISUALIZATION
Boy/Male
Tamil
Girl/Female
Hindu
To neglect
Girl/Female
Spanish
Born second.
Girl/Female
Tamil
Milk, Amrit, Drink that makes one immortal
Boy/Male
Scottish
From the high peak.
Girl/Female
English
Modern name based on Jane or Jean; Based on Janai meaning 'God has answered. '.
Boy/Male
Christian, Greek, Indian, Italian, Sanskrit
A Long Robe
Boy/Male
Tamil
To rise, Honest
Girl/Female
American, Arabic, Australian, Danish, French, German, Hebrew, Latin
Bitterness; Star of the Sea
Girl/Female
Muslim/Islamic
A daughter of "Afeef bin Amr Abdul Qays had this name; she was a very generous philanthorpic woman
HANDS ON-DATA-VISUALIZATION
HANDS ON-DATA-VISUALIZATION
HANDS ON-DATA-VISUALIZATION
HANDS ON-DATA-VISUALIZATION
HANDS ON-DATA-VISUALIZATION
prep.
Denoting performance or action by contact with the surface, upper part, or outside of anything; hence, by means of; with; as, to play on a violin or piano. Hence, figuratively, to work on one's feelings; to make an impression on the mind.
prep.
Indicating dependence or reliance; with confidence in; as, to depend on a person for assistance; to rely on; hence, indicating the ground or support of anything; as, he will promise on certain conditions; to bet on a horse.
superl.
Ready to the hand; near; also, suited to the use of the hand; convenient; valuable for reference or use; as, my tools are handy; a handy volume.
prep.
In addition to; besides; -- indicating multiplication or succession in a series; as, heaps on heaps; mischief on mischief; loss on loss; thought on thought.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
prep.
To the account of; -- denoting imprecation or invocation, or coming to, falling, or resting upon; as, on us be all the blame; a curse on him.
prep.
In continuance; without interruption or ceasing; as, sleep on, take your ease; say on; sing on.
prep.
In the service of; connected with; of the number of; as, he is on a newspaper; on a committee.
superl.
Performed by the hand.
prep.
Occupied with; in the performance of; as, only three officers are on duty; on a journey.
a.
With hands joined; hand in hand.
n.
An index or pointer on a dial; as, the hour or minute hand of a clock.
a.
Employing two hands; as, the two-hand alphabet. See Dactylology.
v. t.
To seize; to lay hands on.
a.
Situated on the left; nearer the left hand than the right; as, the left-hand side; the left-hand road.
prep.
In progress; proceeding; as, a game is on.
prep.
Forward, in progression; onward; -- usually with a verb of motion; as, move on; go on.
n.
The fruit of the date palm; also, the date palm itself.
prep.
At or near; adjacent to; -- indicating situation, place, or position; as, on the one hand, on the other hand; the fleet is on the American coast.
prep.
In reference or relation to; as, on our part expect punctuality; a satire on society.