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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
Strategies for analysis and use of data
analytics. BI tools can handle large amounts of structured and sometimes unstructured data to help organizations identify, develop, and otherwise create new
Business_intelligence
Process in data storage
Data extraction is the act or process of retrieving data out of (usually unstructured or poorly structured) data sources for further data processing or
Data_extraction
Origins and events of data
analyze the data. Due to the large size of the data, there could be unknown features in the data. The massive scale and unstructured nature of data, the complexity
Data_lineage
Data breach protection
multi-cloud data governance, and shadow IT discovery. Data identification techniques classify information as structured or unstructured. Roughly 80%
Data_loss_prevention_software
Field of study to extract knowledge from data
unstructured data. A data scientist is a professional who creates programming code and combines it with statistical knowledge to summarize data. Data
Data_science
Discovery, interpretation, and communication of meaningful patterns in data
analytics consists of both qualitative and quantitative, structured and unstructured data used to drive strategic decisions about brand and revenue outcomes
Analytics
Repository of data stored in a raw format
A data lake can include structured data from relational databases (rows and columns), semi-structured data (CSV, logs, XML, JSON), unstructured data (emails
Data_lake
Disciplines of managing data as a resource
comprehensive analytics and decision-making. Focuses on managing unstructured data such as documents, multimedia, and other content, ensuring that it
Data_management
Israeli-American technology company
VAST DataStore – unstructured data storage service. VAST DataBase – a database management system combining features of a traditional database, data warehouse
VAST_Data
Education of children outside of a school
Approaches to homeschooling fall under two categories: structured and unstructured. Structured homeschooling includes any method or style of home education
Homeschooling
Discrete, discontinuous representation of information
structured and unstructured data. This type of data is subject to threats from hackers and other malicious threats to gain access to the data digitally or
Digital_data
sources, a variety of unstructured data. All of the above are varieties of data analysis. Data analysis is a process for obtaining raw data, and subsequently
Data_analysis
Visual representation of data
visualization, or visual data analysis, is the most reliant on the cognitive skills of human analysts, and allows the discovery of unstructured actionable insights
Data and information visualization
Data_and_information_visualization
Extremely large or complex datasets
process data within a tolerable elapsed time.[page needed] Big data philosophy encompasses unstructured, semi-structured and structured data; however
Big_data
Abstract model
model or data structure. Structured data is in contrast to unstructured data and semi-structured data. The term data model can refer to two distinct but
Data_model
American technology company
is a data storage, management, and protection company that provides technology to store, manage, archive, and protect video and unstructured data throughout
Quantum_Corporation
Communications protocol
Unstructured Supplementary Service Data (USSD), sometimes referred to as "quick codes" or "feature codes", is a communications protocol used by GSM cellular
Unstructured Supplementary Service Data
Unstructured_Supplementary_Service_Data
Branch of digital forensics
fraudulent activities. Data from application systems or from their underlying databases is referred to as structured data. Unstructured data in contrast is taken
Forensic_data_analysis
Technology used to extract and process unstructured information
and process information from semi-structured and unstructured data sources. IDC characterize smart data capture as an integrated hardware, software, and
Smart_data_capture
Application software
supports unified management of diverse data types—including network (nodes and links), tabular, and unstructured text data—within a single platform. This enables
NetMiner
Cloud-based data analytics service
structured, semi-structured (like JSON) and unstructured data (like free-text). The service then stores this data and answers analytic ad hoc queries on it
Azure_Data_Explorer
American artificial intelligence company
language models (LLMs) to ingest, index, and query structured and unstructured data sources. LlamaIndex traces its origins to a side project begun in
LlamaIndex
San Francisco-based software company
developed the 'data lakehouse' architecture, which combines elements of data warehouses and data lakes for managing structured and unstructured data. The company
Databricks
Software engineering approach to designing and developing information systems
structured data from relational databases, semi-structured data, unstructured data, and binary data. A data lake can be created on premises or in a cloud-based
Data_engineering
Centralized storage of knowledge
sensors, websites, etc. Unlike data warehouses, data lakes stores data is structured, semi-structured and unstructured format that makes them usable for
Data_warehouse
Manipulation of data before it is analyzed
values, amongst other issues. Preprocessing is the process by which unstructured data is transformed into intelligible representations suitable for machine-learning
Data_preprocessing
Form of business analytics offering future decision options
known as environmental data. The data may be structured, which includes numbers and categories, as well as unstructured data, such as texts, images,
Prescriptive_analytics
Data organized by tags but not tables
express semi-structured data, another way is XML. NoSQL Unstructured data Structured data Peter Buneman (1997). "Semistructured data" (PDF). Symposium on
Semi-structured_data
Platform for building AI from enterprise data
platform that enables organizations to analyze both structured and unstructured data without requiring it to be moved into a separate storage system. It
MindsDB
Network-attached storage
offered by Dell EMC for high-volume storage, backup and archiving of unstructured data. It provides a cluster-based storage array based on industry standard
Dell_EMC_Isilon
Ethics of mass data analytics
professionals, while big data ethics is more concerned with collectors and disseminators of structured or unstructured data such as data brokers, governments
Big_data_ethics
Information-technology database concept
set of structured data. This approach functioned well for decades, but over the past decade, data growth, particularly unstructured data growth, put new
Data-centric_computing
for the consolidating and loading unstructured data into Oracle Database software. Oracle announced the Oracle Big Data Appliance on October 3, 2011, at
Oracle_Big_Data_Appliance
American software company, developer of MongoDB
for the source-available database engine MongoDB, a database for unstructured data. Over the years, the company has expanded the product from its NoSQL
MongoDB_Inc.
Academic area of study and research, combining social science and technology
could be structured data (e.g. surveys) or unstructured data (e.g. digital footprints). The goal of Social Data Science is to yield new knowledge about social
Social_data_science
High Performance Object Storage released under the AGPL open-source license
the Amazon S3 cloud storage service. It is capable of working with unstructured data such as photos, videos, log files, backups, and container images with
MinIO
Type of information sanitization
popularity of big data processing involving the widespread sharing and combining of data. Structured data: Databases Unstructured data: PDF files - Anonymization
Data_anonymization
Procedure in computing
ability to more easily handle both unstructured and structured data. Ralph Kimball and Joe Caserta's book The Data Warehouse ETL Toolkit, (Wiley, 2004)
Extract,_transform,_load
Swedish software company
questions from unstructured data sources. It also includes AutoML for no-code development of predictive models and tools for low-latency data processing.
Qlik
an Internet analytical engine implemented by IBM for the study of unstructured data on the World Wide Web. IBM describes WebFountain as: . . . a set of
IBM_WebFountain
capabilities for managing unstructured data. The acquisition of Vertica in 2011 added information analytics for managing structured data. In June 2013, HP announced
HP Information Management Software
HP_Information_Management_Software
Organized collection of data in computing
object-oriented database, often customized for a specific field. An unstructured data database is intended to store in a manageable and protected way diverse
Database
Person who works in data architecture
predictive analytics, data visualization, and unstructured data. While not necessarily deep in all of these technologies, the data architect hopefully is
Data_architect
American software company
hybrid-cloud data management software and services for the enterprise software market. Its software helps users access, manage, analyze, and store unstructured data
Panzura
Machine reading of unstructured documents
previously unstructured data. A more specific goal is to allow automated reasoning about the logical form of the input data. Structured data is semantically
Information_extraction
American entrepreneur
raised $3.9 million from Nat Friedman and Daniel Gross to solve AI's unstructured data bottleneck, Business Insider, retrieved March 30, 2025 ""I expect
Daniel_Gross_(businessman)
Recording of information in a storage medium
Data storage is the recording (storing) of information (data) in a storage medium. Handwriting, phonographic recording, magnetic tape, and optical discs
Data_storage
French-British businessperson (born 1950)
of structured and unstructured data through the use of natural language search technologies. The firm's software was behind the data search technology
Christine_Maxwell
Type of database that uses vectors to represent other data
open-source vector database startup, wants to help AI developers leverage unstructured data". TechCrunch. Retrieved 2023-10-29. "qdrant/LICENSE at master · qdrant/qdrant"
Vector_database
Open source version system
engineers and data scientists such as: scalability, supported file formats, support in tabular data and unstructured data, volume of data that are supported
Data Version Control (software)
Data_Version_Control_(software)
Grouping a set of objects by similarity
sensor data streams. Natural language processing Clustering can resolve lexical ambiguity and automatically organise large corpora of unstructured text
Cluster_analysis
Qualitative data analysis computer software package
non-numerical or unstructured data. Its developers state that it helps qualitative researchers to organize, analyze and find insights in unstructured or qualitative
NVivo
Data storage technologies that use magnetic tape
Magnetic-tape data storage is a system for storing digital information on magnetic tape using digital recording. Commercial magnetic tape products used for data storage
Magnetic-tape_data_storage
Cloud-based data storage and analytics service
upon which U-SQL was built. Data Lake Storage is a cloud service to store structured, semi-structured or unstructured data produced from applications including
Azure_Data_Lake
Computer recognition of written text
fonts to intelligently interpret data from physical documents. ICR is used to organize paper-based unstructured data by scanning documents, extracting
Intelligent character recognition
Intelligent_character_recognition
Process of encoding and decoding binary data to and from synthesized strands of DNA
DNA digital data storage is the process of encoding and decoding binary data to and from synthesized strands of DNA. While DNA as a storage medium has
DNA_digital_data_storage
Software system
the same data type. While this storage approach is efficient for structured and fixed length data, this does not hold for the more unstructured and variable
SAP_IQ
Cloud-based data-warehousing company
Openflow, a managed data integration service built on Apache NiFi that enable organizations to ingest and move structured and unstructured data between enterprise
Snowflake_Inc.
Process of analyzing large data sets
PyTorch) UIMA: The UIMA (Unstructured Information Management Architecture) is a component framework for analyzing unstructured content such as text, audio
Data_mining
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
Process of gathering and analyzing data from social media networks
and unstructured social media data to enable informed and insightful decision-making." Social media analysis generally follows three core steps: data identification
Social_media_analytics
Defunct American corporation
Project Discovery. It translated unstructured data into structured data, which then allowed users to analyze keywords and data in the Services Automation suite
PeopleSoft
software applications extracted facts, relationships and sentiment from unstructured data. Attensity was founded in 2000. An early investor in Attensity was
Attensity
Canadian software company
and unstructured data for large companies, government agencies, and professional service firms. OpenText's main business offerings include data analytics
OpenText
Backup and disaster recovery software
physical servers, workstations as well as cloud-based workloads and unstructured data. Veeam Backup & Replication operates both the virtualization layer
Veeam_Backup_&_Replication
Language model application development framework
chatbots, retrieval-augmented generation, document summarization, and synthetic data generation. InfoWorld described LangChain as a software development kit that
LangChain
Unstructured (or irregular) grid is a tessellation of a part of the Euclidean plane
unstructured grids require a list of the connectivity which specifies the way a given set of vertices make up individual elements (see graph (data structure))
Unstructured_grid
Computer memory type used for data preservation
5D optical data storage is an experimental nanostructured glass for permanently recording digital data using a femtosecond laser writing process. It is
5D_optical_data_storage
Windows data storage system project
for persistence and management of structured, semi-structured and unstructured data. WinFS includes a relational database for storage of information,
WinFS
Digital forensics software
unstructured data. The applications of the company's technology reportedly include digital forensics, financial crime, insider investigations, data privacy
Nuix
Technology company
company's algorithms extract signals from multiple sources of public, unstructured data, including news and legal filings, sanctions lists and leaks databases
Quantifind
Electronic non-volatile computer storage device
for general storage and transfer of data. NAND or NOR flash memory is also often used to store configuration data in digital products, a task previously
Flash_memory
Trade association
the growing amount of unstructured data in the typical data center and the need to be able to manage and efficiently store that data. As a result, active
Active_Archive_Alliance
Computer data storage company
Chatsworth, California, USA. DDN provides storage systems for unstructured data and big data, like AI, analytics and high performance computing (HPC) environments
DataDirect_Networks
Type of computer memory
is a type of random-access semiconductor memory that stores each bit of data in a memory cell. A DRAM memory cell usually consists of a microscopic capacitor
Dynamic_random-access_memory
Network that allows computers to share resources and communicate with each other
by routers outperforms unstructured addressing used by bridging. Structured IP addresses are used on the Internet. Unstructured MAC addresses are used
Computer_network
Type of computer memory
Low-Power Double Data Rate (LPDDR) is a type of synchronous dynamic random-access memory (SDRAM) designed to use less power than conventional memory. It
LPDDR
Social Selling Text analytics Text mining Unstructured data Voice of the customer "Why integrating social data is essential for a single view of your customers"
Social_CRM
Software and standard for data mining
software projects: IBM Research's Watson uses UIMA for analyzing unstructured data. The Clinical Text Analysis and Knowledge Extraction System (Apache
UIMA
Wrapper in data mining is a procedure that extracts regular subcontent of an unstructured or loosely-structured information source and translates it into
Wrapper_(data_mining)
Computer data storage architecture that manages data as objects
Object storage systems allow retention of massive amounts of unstructured data in which data is written once and read once (or many times). Object storage
Object_storage
Type of computer memory
Double data rate synchronous dynamic random-access memory (DDR SDRAM) is a type of synchronous dynamic random-access memory (SDRAM) widely used in computers
DDR_SDRAM
Software for finding documents
databases. Many enterprise search systems integrate structured and unstructured data in their collections. Enterprise search systems also use access controls
Enterprise_search
Automated software testing technique
and the raw result data were made publicly available. This early fuzzing would now be called black box, generational, unstructured (dumb or "classic")
Fuzzing
could be accessed online. QMF handles data not just from Db2 for z/OS, but also other structured and unstructured data sources such as Oracle, Teradata, Adabas
IBM_Query_Management_Facility
Category of programming languages
need for Big Data processing capabilities. Business and government organizations create large amounts of both structured and unstructured information which
Data-centric programming language
Data-centric_programming_language
MediaWiki software extensions
working with versioned semi-structured data in a central repository. It is based upon JSON instead of the unstructured data of wikitext normally used in MediaWiki
Wikibase
Qualitative research software developer
any unstructured material, including customer feedback surveys, reports or media clips. NUD*IST, which stands for, 'Non-numerical Unstructured Data Indexing
QSR_International
American cloud hosting company
S3-Compatible Object Storage service to enable customers to store large, unstructured data. On November 11, 2019, at CNCF KubeCon, Linode announced the availability
Linode
Information systems supporting business or organizational decision-making activities
that may be rapidly changing and not easily specified in advance—i.e., unstructured and semi-structured decision problems. Decision support systems can be
Decision_support_system
Information system used for organizational decision-making and coordination
volumes of data. The integration of big data analytics into MIS allows organizations to derive insights from both structured and unstructured data sources
Management_information_system
Source available in-memory key–value database
"Database maestro Antirez says arrivederci to Redis: Seems he wants an unstructured life writing code, not a structured one managing software". www.theregister
Redis
Form of non-volatile memory used in computers and other electronic devices
form of non-volatile memory used in computers and other electronic devices. Data stored in ROM cannot be electronically modified after the manufacture of
Read-only_memory
American defense industry venture capital firm
Technologies – Internet Data Management -bots & RSS Fuel3D – 3D scanning GeoIQ FortiusOne – visualization on maps Geosemble – unstructured data analytics and geospatial
In-Q-Tel
Method in approximation theory
approximation theory for constructing high-order accurate interpolants of unstructured data, possibly in high-dimensional spaces. The interpolant takes the form
Radial basis function interpolation
Radial_basis_function_interpolation
social media, web and within enterprises where the structured and unstructured data may be old, outdated, or plain incorrect; in modeling where the mathematical
Uncertain_data
was a company founded for information lifecycle management (ILM) of unstructured data. Founded in 2001 as Deepfile in Austin, Texas by Jeff Erramouspe,
StoredIQ
Online database of genome-wide association study results
compiles data of genome-wide association studies (GWAS), summarizing unstructured data from different literature sources into accessible high quality data. It
GWAS_catalog
Data related to health conditions
test result can be recorded in a structured data format. Unstructured health data, unlike structured data, is not standardized. Emails, audio recordings
Health_data
UNSTRUCTURED DATA
UNSTRUCTURED DATA
Girl/Female
Native American
Power of the moon Note: 'This Database is Copyright Muse Creations Inc. 2000'.
Boy/Male
English
English surnames related to Bradley: broad clearing in the wood. Note: This Database is Copyright...
Girl/Female
Polish
Christian. Note: 'This Database is Copyright Muse Creations Inc. 2000'.
Girl/Female
English
Adventurous. Note: This Database is Copyright 2000, Muse Creations Inc.
Biblical
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Boy/Male
Latin
Yearning; sorrow. Abbreviation of Desiderus.Note: This Database is Copyright Dogwood Technical...
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Boy/Male
Hindu, Indian, Punjabi, Sikh
Creator; Giver; Donor; Liberal Person
Boy/Male
Spanish
Conqueror. Note: This Database is Copyright 2000, Muse Creations Inc.
Girl/Female
German
Mighty with a spear. Note: 'This Database is Copyright Muse Creations Inc. 2000'.
Girl/Female
German
Bright angel Note: 'This Database is Copyright Muse Creations Inc. 2000'.
Girl/Female
Russian
crowned with laurels. Note: 'This Database is Copyright Muse Creations Inc. 2000'.
Girl/Female
English
which is a . Note: 'This Database is Copyright Muse Creations Inc. 2000'.
UNSTRUCTURED DATA
UNSTRUCTURED DATA
Girl/Female
Arabic, Muslim, Sindhi
Early Student of Hadith; Wife of Masrooq
Female
Russian
(Магдалина) Russian form of Greek Magdalēnē, MAGDALINA means "of Magdala."
Boy/Male
Muslim
Agent, Representative, Lawyer
Girl/Female
Hindu, Indian
Wind; Air
Boy/Male
Tamil
Marutatmaja | மாஂரà¯à®¤à®¾à®¤à¯à®®à®¾à®œà®¾
Adored like gems
Girl/Female
Hindu, Indian, Kannada, Marathi, Telugu, Traditional
Goddess of Bravery
Girl/Female
Muslim
Pure
Boy/Male
Tamil
Brave, One who fights for peace, Strong, Continuous or ongoing
Surname or Lastname
English
English : variant of Leake.
Girl/Female
English
Joyful. Abbreviation of Abigail. Gael is a term for descendants of the ancient Celts in Scotland;...
UNSTRUCTURED DATA
UNSTRUCTURED DATA
UNSTRUCTURED DATA
UNSTRUCTURED DATA
UNSTRUCTURED DATA
n.
One of the necessary data or values upon which a system of calculations depends, or general conclusions are based; as, the elements of a planet's orbit.
n.
That branch of applied geometry which gives rules for finding the length of lines, the areas of surfaces, or the volumes of solids, from certain simple data of lines and angles.
n. pl.
See Datum.
n.
A publication giving the computed places of the heavenly bodies for each day of the year, with other numerical data, for the use of the astronomer and navigator; an astronomical almanac; as, the "American Ephemeris and Nautical Almanac."
v. t.
To from an opinion of, as to amount,, number, etc., from imperfect data, comparison, or experience; to make an estimate of; to calculate roughly; to rate; as, to estimate the cost of a trip, the number of feet in a piece of land.
a.
A data structure within random-access memory used to simulate a hardware stack; as, a push-down stack.
pl.
of Datum
n.
An officer in the pope's court, having charge of the Dataria.
n.
The office or employment of a datary.
n.
The doctrine that the existence of a personal Deity, an unseen world, etc., can be neither proved nor disproved, because of the necessary limits of the human mind (as sometimes charged upon Hamilton and Mansel), or because of the insufficiency of the evidence furnished by physical and physical data, to warrant a positive conclusion (as taught by the school of Herbert Spencer); -- opposed alike dogmatic skepticism and to dogmatic theism.
a.
Having a definite organic structure; showing differentiation of parts.
a.
A section of memory in a computer used for temporary storage of data, in which the last datum stored is the first retrieved.
v. t.
An opinion or judgment of the worth, extent, or quantity of anything, formed without using precise data; valuation; as, estimations of distance, magnitude, amount, or moral qualities.
v. t.
To judge and form an opinion of the value of, from imperfect data, -- either the extrinsic (money), or intrinsic (moral), value; to fix the worth of roughly or in a general way; as, to estimate the value of goods or land; to estimate the worth or talents of a person.
a.
Relating to, or resulting from, experience, or experiment; following from empirical methods or data; -- opposed to nativistic.
a.
That can be derived; obtainable by transmission; capable of being known by inference, as from premises or data; capable of being traced, as from a radical; as, income is derivable from various sources.
n.
Formerly, a part of the Roman chancery; now, a separate office from which are sent graces or favors, cognizable in foro externo, such as appointments to benefices. The name is derived from the word datum, given or dated (with the indications of the time and place of granting the gift or favor).
n.
A book or table, containing a calendar of days, and months, to which astronomical data and various statistics are often added, such as the times of the rising and setting of the sun and moon, eclipses, hours of full tide, stated festivals of churches, terms of courts, etc.
a.
That may be dated; having a known or ascertainable date.