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A data physicalization (or simply physicalization) is a physical artefact whose geometry or material properties encode data. It has the main goals to
Data_physicalization
Visual representation of data
art Computational visualistics Data management Data physicalization Data profiling Data warehouse imc FAMOS, graphical data analysis Information management
Data and information visualization
Data_and_information_visualization
Unit of information
Dark data Data (computer science) Data acquisition Data analysis Data bank Data cable Data curation Data domain Data element Data farming Data governance
Data
Field of study to extract knowledge from data
Data science is an interdisciplinary academic field that uses statistics, scientific computing, scientific methods, processing, scientific visualization
Data_science
Particular way of storing and organizing data in a computer
More precisely, a data structure is the physical implementation of a data type, including specifications of the data organization and storage format, as well
Data_structure
Facility used to house computer servers
measures for physical and data security. Large data centers operate at an industrial scale, requiring significant energy. Estimated global data center electricity
Data_center
Graphical representation of the "flow" of data through an information system
A data-flow diagram is a way of representing a flow of data through a process or a system (usually an information system). The DFD also provides information
Data-flow_diagram
Network that allows computers to share resources and communicate with each other
communicating computers and peripherals known as hosts, which communicate data to other hosts via communication protocols, as facilitated by networking
Computer_network
Second layer of the OSI networking model
data between nodes on a network segment across the physical layer. The data link layer provides the functional and procedural means to transfer data between
Data_link_layer
Profession that helps a disabled person function in everyday life
Board of Physical Therapy Specialties. Archived from the original on 23 April 2011. Retrieved 7 August 2016. "Aggregate Program Data 2021 Physical Therapist
Physical_therapy
Spaces used for housing data
Data rooms are secure spaces used for housing data, usually of a privileged or confidential nature. They can be physical data rooms, virtual data rooms
Data_room
Representation of a data design
A physical data model (or database design) is a representation of a data design as implemented, or intended to be implemented, in a database management
Physical_schema
The Joint Committee on Atomic and Molecular Physical Data (JCAMP) defined several JCAMP-DX (JCAMP-data exchange) file formats in chemistry. IUPAC took
Joint Committee on Atomic and Molecular Physical Data
Joint_Committee_on_Atomic_and_Molecular_Physical_Data
Practice of completely wiping data from a storage medium
strategies for erasing personal data from devices are physical destruction, cryptographic erasure, and data erasure. While the term data sanitization may lead some
Data_sanitization
Process of salvaging inaccessible data from corrupted or damaged secondary storage
In computing, data recovery is a process of retrieving deleted, inaccessible, lost, corrupted, damaged, or overwritten data from secondary storage, removable
Data_recovery
migration. Physicalization Manual physical-to-virtual migration description for OpenVZ Muller, Al; Wilson, Seburn (2005). "Chapter 6: Physical-to-Virtual
Physical-to-Virtual
French computer scientist
big data analysis, and the organization of a Dagsthul seminar. Additional research directions include visualization literacy, and data physicalization such
Jean-Daniel_Fekete
Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions
Data_analysis
Type of data transparency
abstract view of the data that hides such details. There are two types of data independence: physical and logical data independence. The data independence and
Data_independence
Gathering information for analysis
relevant questions and evaluate outcomes. Data collection is a research component in all study fields, including physical and social sciences, humanities, and
Data_collection
Algorithmically generated data that have a similar distribution as sampled data
learning models. Data generated by a computer simulation can be seen as synthetic data. This encompasses most applications of physical modeling, such as
Synthetic_data
Memory used temporarily in data transfers
virtual data buffer in software that points at a location in the physical memory. In all cases, the data stored in a data buffer is stored on a physical storage
Data_buffer
Error condition in information systems
processes to prevent data loss or restore lost data. Data loss can also occur if the physical medium containing the data is lost or stolen. Data loss is distinguished
Data_loss
Extremely large or complex datasets
Big data primarily refers to data sets that are too large or complex to be dealt with by traditional data-processing software. Data with many entries
Big_data
Physical materials used to store or transmit information
Physical media refers to the physical materials that are used to store or transmit information in data communications. These physical media are generally
Physical_media
Abstract model
generally data modeling or, more specifically, database design. Data models are typically specified by a data expert, data specialist, data scientist, data librarian
Data_model
Centralized storage of knowledge
In computing, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a system used for reporting and data analysis and is
Data_warehouse
Medical investigation for signs of disease
the medical history and the physical examination help to determine a diagnosis and devise the treatment plan. These data then become part of the medical
Physical_examination
Method of overwriting data
Data erasure (sometimes referred to as secure deletion, data clearing, data wiping, or data destruction) is a software-based method of data sanitization
Data_erasure
Maintenance of data over its entire life-cycle
it with new data. In case of a physical error, the affected data sector is permanently unusable. Data integrity contains guidelines for data retention,
Data_integrity
Standards on data collection and storage
address data in storage, data in use, and data in motion; descriptions of data stores, data groups, and data items; and mappings of those data artifacts
Data_architecture
Attribute of a physical system or body or non-chemical property of a material
the Physical Sciences: Terms, Formulas, Data. Oxford University Press. ISBN 978-0-19-503651-0. Robert A. Meyers (2001). Encyclopedia of Physical Science
Physical_property
Creating a model of the data in a system
logical data models. The last step in data modeling is transforming the logical data model to a physical data model that organizes the data into tables
Data_modeling
Recording of information in a storage medium
recognition (MICR) are two ways of recording machine-readable data on paper. A recording medium is physical material that holds information. Newly created information
Data_storage
Optical disc copy protection scheme
Data position measurement (DPM) is a CD and DVD copy protection mechanism that operates by measuring the physical location of data on an optical disc.
Data_position_measurement
Online repository of information
traditionally used a physical data room to accomplish the disclosure of documents. For reasons of cost, efficiency and security, virtual data rooms have widely
Virtual_data_room
Volunteer computing project
as part of the American Physical Society's contribution to the World Year of Physics 2005 event. Einstein@Home searches data from the LIGO gravitational-wave
Einstein@Home
Academic journal
Plasma Physics European Physical Journal Data ScienceEuropean Physical Journal Data Science: Data Science European Physical Journal E: Soft Matter and
European_Physical_Journal
Sequence of bits or bytes of a fixed size
In computing (specifically data transmission and data storage), a block, sometimes called a physical record, is a sequence of bytes or bits, usually containing
Block_(data_storage)
Storage of digital data readable by computers
Computer data storage or digital data storage is the retention of digital data via technology consisting of computer components and recording media. Digital
Computer_data_storage
Discrete, discontinuous representation of information
unstructured data. This type of data is subject to threats from hackers and other malicious threats to gain access to the data digitally or physical theft of
Digital_data
Academic journal
The Journal of Physical and Chemical Reference Data is a quarterly peer-reviewed scientific journal published by AIP Publishing on behalf of the National
Journal of Physical and Chemical Reference Data
Journal_of_Physical_and_Chemical_Reference_Data
representation of the data) and technology (its physical implementation). A data contract also describes advanced metadata, such as data quality rules, SLA
Data_contract
Information that identifies a person
Personal data, also known as personal information or personally identifiable information (PII), is any information related to an identifiable person. The
Personal_data
Data professional role relating to data governance practice
the data, such as definitions, related rules/governance, physical manifestation, and related data models (most of these properties being specific to an attribute/concept
Data_steward
Process of sampling signals from sensors and converting into digital data
Data acquisition is the process of sampling signals that measure real-world physical conditions and converting the resulting samples into digital numeric
Data_acquisition
Data segmentation technique
segments are stored on different physical storage devices. Striping is useful when a processing device requests data more quickly than a single storage
Data_striping
Model of computer data storage
storage providers are responsible for keeping the data available and accessible, and the physical environment secured, protected, and running. People
Cloud_storage
Concept in information processing
The data processing inequality is an information theoretic concept that states that the information content of a signal cannot be increased via a local
Data_processing_inequality
Transfer of data over a communication channel
Data communication is the transfer of data over a point-to-point or point-to-multipoint communication channel. Data communication comprises data transmission
Data_communication
Defined levels of resiliency and redundancy for IT infrastructure
Data center tiers are defined levels of resiliency and redundancy for IT facility infrastructure. They are widely used in the data center, ISP and cloud
Data_center_tiers
Organized collection of data in computing
In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software
Database
Branch of statistics mathematics
FDA framework, each sample element of functional data is considered to be a random function. The physical continuum over which these functions are defined
Functional_data_analysis
Refuge for unregulated data
network freely holding data and even protecting its content and associated information. They tend to fit into three categories: a physical locality with weak
Data_haven
Errors in computer data that introduce unintended changes to the original data
Data corruption is the undesired alteration in computer data that occurs during writing, reading, storage, transmission, or processing. Computer systems
Data_corruption
Probability distribution
linguistics. It has been found to apply to many other types of data studied in the physical and social sciences. In mathematical statistics, the concept
Zipf's_law
Sheet listing work-related hazards of a product or substance
A safety data sheet (SDS), material safety data sheet (MSDS), or product safety data sheet (PSDS) is a document that lists information relating to occupational
Safety_data_sheet
Data that remains after deleting it
to the media, or through physical properties of the storage media that allow previously written data to be recovered. Data remanence may make inadvertent
Data_remanence
Disciplines of managing data as a resource
Data management comprises all disciplines related to handling data as a valuable resource, it is the practice of managing an organization's data so it
Data_management
Measurement discrepancy in physics
re-analysis of older data published in 2022. It is widely believed that this difference has been resolved, and the Particle Data Group reports a consensus
Proton_radius_puzzle
Active acquisition of information from a primary source
source. It involves the act of noticing or perceiving phenomena and gathering data based on direct engagement with the subject of study. In living organisms
Observation
Lowest-level electronic or optical transmission functions of a network
protocols are widely used. The physical layer defines the means of transmitting a stream of raw bits over a physical data link connecting network nodes
Physical_layer
Type of wireless telecommunication network
power, and cloud storage. Participants can earn rewards by contributing data or services to the network. Some competing standards and vendors for DePIN
Decentralized physical infrastructure network
Decentralized_physical_infrastructure_network
Unauthorized data transfer
commonly called data extrusion or data exportation. Data exfiltration is also considered a form of data theft. Since the year 2000, a number of data exfiltration
Data_exfiltration
Network protocol
length field of the Data Field. The Data Field contains from zero to eight bytes of usable data. (Physical Layer.) The following data frame is the CRC field
DeviceNet
Process of securing digital information
Data security or data protection is the process of securing digital information to protect it from online threats. Data security or protection means protecting
Data_security
Storage of telephony and internet traffic and transaction metadata
Data retention defines the policies of persistent data and records management for meeting legal and business data archival requirements. Although sometimes
Data_retention
Representation of an organization's data
particular database management product or storage technology (physical data model) but in terms of data structures such as relational tables and columns, object-oriented
Logical_schema
Trace radiation from the early universe
temperature data as they are correlated. The B-mode signal is even weaker but may contain additional cosmological data. The anisotropy is related to physical origin
Cosmic_microwave_background
pixels. A data system is defined in terms of some data model and bears a resemblance to the idea of a physical symbol system. Symbols within some data systems
Data_system
promoting the marketing term big data. In logistics, the Physical Internet is an open global logistics system founded on physical, digital, and operational interconnectivity
Physical_Internet
Unit of data on an Ethernet network
frame is a data link layer protocol data unit and uses the underlying Ethernet physical layer transport mechanisms. In other words, a data unit on an
Ethernet_frame
Neutrino detector at the South Pole
with a photomultiplier tube (PMT) and a single-board data acquisition computer which sends digital data to the counting house on the surface above the array
IceCube_Neutrino_Observatory
Black-hat criminal hacker group
since 2019 and is said to have been involved in a significant number of data breaches. ShinyHunters has utilized cloud misconfigurations, OAuth token
ShinyHunters
Topics referred to by the same term
Codata, Co-data or CODATA may refer to: Committee on Data for Science and Technology, publishers of the CODATA recommended values of physical constants
Codata
Technique to solve partial differential equations
any physical laws that govern a given data-set in the learning process, and can be described by partial differential equations (PDEs). Low data availability
Physics-informed neural networks
Physics-informed_neural_networks
Accumulation of data corruption on a storage device over time
data decay, data rot, digital decay, or bit rot. This results in a decline in data quality over time, even when the data is not being utilized. Data degradation
Data_degradation
Unit of information transmitted over a computer network
layers. The physical layer sends ones and zeros across a wire or fiber. The data link layer then organizes these ones and zeros into chunks of data and gets
Protocol_data_unit
Profession
A data entry clerk, also known as data preparation and control operator, data registration and control operator, and data preparation and registration
Data_entry_clerk
Step in Photomask Fabrication
generate a physical mask. Typically, amendments and additions to the chip layout are performed in order to convert the physical layout into data for mask
Mask_data_preparation
Digital replica of a living or non-living physical entity
uses real data from its physical counterpart to dynamically synchronize with the real system. A model that operates without data from its physical counterpart
Digital_twin
Data processing technique to eliminate duplicate copies of repeating data
In computing, data deduplication is a technique for eliminating duplicate copies of repeating data. Successful implementation of the technique can improve
Data_deduplication
Space observatory
frequencies, with high sensitivity and angular resolution. The mission provided data that substantially improved upon previous observations made by the NASA Wilkinson
Planck_(spacecraft)
Set of software design patterns in a database
layers from application logic down to physical storage. In a simplified CDC context, one computer system has data believed to have changed from a previous
Change_data_capture
Ranking of recorded music
States. Its data, published by Billboard magazine and compiled by Nielsen SoundScan, is based collectively on each single's weekly physical and digital
Billboard Year-End Hot 100 singles of 2024
Billboard_Year-End_Hot_100_singles_of_2024
Containers for scientific data
various proprietary data formats for handling such data which makes it difficult for academic scientists to directly manipulate their data. To address this
Mass_spectrometry_data_format
used in clinic trials, where it is referred to as electronic data capture. In physical sciences, automatic observation hardware in the field can be linked
Remote_data_capture
Standard for serial communication between devices without host computer
data link layer, and ISO 11898-2 which covers the CAN physical layer for high-speed CAN. ISO 11898-3 was released later and covers the CAN physical layer
CAN_bus
Standard for serial communication
the physical size and pinout of connectors. The current version of the standard is TIA-232-F Interface Between Data Terminal Equipment and Data Circuit-Terminating
RS-232
Measures designed to deny unauthorized access
Physical security describes security measures that are designed to deny unauthorized access to facilities, equipment, and resources and to protect personnel
Physical_security
Model of communication of seven abstraction layers
layers: Physical, Data Link, Network, Transport, Session, Presentation, and Application. The model describes communications from the physical implementation
OSI_model
This is a non-exhaustive list of reports about data breaches, using data compiled from various sources, including press reports, government news releases
List_of_data_breaches
Early unclassified symmetric-key block cipher
The Data Encryption Standard (DES /ˌdiːˌiːˈɛs, dɛz/) is a symmetric-key algorithm for the encryption of digital data. Although its short key length of
Data_Encryption_Standard
Elementary particle with extremely low mass
Olive, K.A.; et al. (Particle Data Group) (2024). Navas, S.; et al. (eds.). "Sum of neutrino masses" (PDF). Physical Review D. 110: 030001 – via Lawrence
Neutrino
Data management pattern
A data mart is a structure/access pattern specific to data warehouse environments. The data mart is a subset of the data warehouse that focuses on a specific
Data_mart
Proposed orbital infrastructure
Space-based data centers or orbital AI infrastructure are proposed concepts to build AI data centers in the sun-synchronous orbit or other orbits utilizing
Space-based_data_center
Astronomical parameters
known apart from a few physical parameters and orbital elements. Some physical characteristics can only be estimated. The physical data is determined by making
Standard asteroid physical characteristics
Standard_asteroid_physical_characteristics
Chemical data page for ethanol
Handbook of chemistry and physics : a ready-reference book of chemical and physical data (44th ed.). Cleveland Ohio: The Chemical Rubber Publishing. pp. 2582–2584
Ethanol_(data_page)
Educational subject related to sport and exercise
According to data collected from a worldwide survey, 79% of countries require legal implementation of PE in school programming. Physical education programming
Physical_education
Ranking of recorded music
States. Its data, published by Billboard magazine and compiled by Nielsen SoundScan, is based collectively on each single's weekly physical and digital
Billboard Year-End Hot 100 singles of 2019
Billboard_Year-End_Hot_100_singles_of_2019
DATA PHYSICALIZATION
DATA PHYSICALIZATION
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Female
Finnish
 Short form of Finnish Katariina, 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
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Male
Turkish
Turkish name ATA means "ancestor."
Girl/Female
Hindu
A creeper
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
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.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Male
Irish
Irish Gaelic name MAC DARA means "son of oak." This is the name of a patron saint and is still common in Ireland, especially in Connemara.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
DATA PHYSICALIZATION
DATA PHYSICALIZATION
Girl/Female
Arabic, Hindu, Indian, Muslim, Tamil
Pure; Wife of Lord Rama; Limit; Border
Biblical
fire of the sun
Boy/Male
Hindu, Indian
Mind; Intelligence
Girl/Female
Teutonic
Armored battle maiden.
Boy/Male
Indian, Modern
Lord Ganesha
Female
French
French feminine form of Roman Latin Faustinus, FAUSTINE means "lucky."
Boy/Male
Hindu, Indian
One who Wins Flower
Boy/Male
Danish, German, Swedish
War; Lightning
Boy/Male
English American
Millstream. From the mill stream.
Male
Greek
(Ἀχαϊκός) Greek name ACHAÃKOS means "belonging to Achaia," a maritime region of northern Peloponnesus. In the bible, this is the name of a Christian who, together with Fortunatus and Stephanos, carried a letter from the Corinthians to Paul and back again.Â
DATA PHYSICALIZATION
DATA PHYSICALIZATION
DATA PHYSICALIZATION
DATA PHYSICALIZATION
DATA PHYSICALIZATION
n. pl.
See Datum.
p. pr. & vb. n.
of Date
n.
Death; decease; the date of one's death.
n.
Prior date; a date antecedent to another which is the actual date.
v. i.
To have beginning; to begin; to be dated or reckoned; -- with from.
n.
That addition to a writing, inscription, coin, etc., which specifies the time (as day, month, and year) when the writing or inscription was given, or executed, or made; as, the date of a letter, of a will, of a deed, of a coin. etc.
v. t.
To date erroneously.
n.
Assigned end; conclusion.
imp. & p. p.
of Date
a.
Being out of date; antiquated.
n.
Given or assigned length of life; dyration.
n.
The fruit of the date palm; also, the date palm itself.
a.
Without date; having no fixed time.
pl.
of Datum
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.
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
n.
The point of time at which a transaction or event takes place, or is appointed to take place; a given point of time; epoch; as, the date of a battle.
n.
A New Zealand forest tree (Metrosideros robusta), also, its hard dark red wood, used by the Maoris for paddles and war clubs.
a.
Erroneous in date; containing an anachronism.