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Components of an environment handling and processing types of data
A data ecosystem is the complex environment of co-dependent networks and actors that contribute to data collection, transfer and use. It can span multiple
Data_ecosystem
Extremely large or complex datasets
but that's not the most relevant characteristic of this new data ecosystem." Analysis of data sets can find new correlations to "spot business trends, prevent
Big_data
Topics referred to by the same term
Business ecosystem Data ecosystem Developer ecosystem Digital ecosystem Entrepreneurship ecosystem Information ecosystem Knowledge ecosystem Platform
Ecosystem_(disambiguation)
Community of living organisms together with the nonliving components of their environment
An ecosystem (or ecological system) is a system formed by organisms in interaction with their environment. The biotic and abiotic components are linked
Ecosystem
Data that is findable, accessible, interoperable, and reusable
published FAIR Data Guidelines in 2025 that organise these indicators into five progressive maturity levels specific to the JRC data ecosystem. These levels
FAIR_data
Apple's digital product ecosystem
to switch from the ecosystem once users have immersed themselves into it, as it is designed to keep users from leaving. Advanced Data Protection (ADP) is
Apple_ecosystem
allowed to selectively share sets of attributes with other users. A data ecosystem is developing where such sharing among projects or "operators" may become
Personal_data_service
American health IT company
York, NY, USA, which develops and maintains a digital ecosystem for the exchange of healthcare data. Datavant's clients include clinical research organizations
Datavant
Ecological communities abruptly losing biodiversity, often irreversibly
An ecosystem, short for ecological system, is defined as a collection of interacting organisms within a biophysical environment. Ecosystems are never static
Ecosystem_collapse
Type of data asset
innovation and efficiency in modern data ecosystems. In 2012, DJ Patil proposed the first documented definition: a data product is a product that facilitates
Data_product
American federal open data platform
with helping Data.gov exploit advanced Web technologies. Data.gov was one of the first efforts to create an open data ecosystem—using data as the basis
Data.gov
strategic data ecosystem - service that allow to build data ecosystem in organization, by identifying and choosing the right data sources, integrating data and
Data_technology
Ecosystem in a body of water
aquatic ecosystem is an ecosystem found in and around a body of water, in contrast to land-based terrestrial ecosystems. Aquatic ecosystems contain communities
Aquatic_ecosystem
Data intelligence company
Infobel is scaling internationally and expanding its role in the global data ecosystem. Infobel began in 1995 when Marc Wahba and Alain Wahba, along with Michaël
Infobel
Type of business ecosystem
A startup ecosystem is formed by people in startups in their various stages, and various types of organizations in a location (physical or virtual) that
Startup_ecosystem
Form of monetization
resistance to their data being federated or aggregated and resold without compensation. Groups such as the Personal Data Ecosystem Consortium, Patient
Data_monetization
Distributed, adaptive, open socio-technical system
ecosystem is a dynamic, platform-based network in which organizations and users collaborate across industry boundaries through the exchange of data,
Digital_ecosystem
American pharmaceuticals company
""Datavant Raises $40 Million in Series B Financing to Expand Open Health Data Ecosystem"" (Press release). Archived from the original on 2020-10-15. Retrieved
Roivant_Sciences
Column-oriented data storage format
column-oriented data storage format in the Apache Hadoop ecosystem inspired by Google Dremel interactive ad-hoc query system for analysis of read-only nested data. It
Apache_Parquet
Learning management system
"PowerSchool Completes Schoology Purchase in March Toward 'Unified' K-12 Data Ecosystem - EdSurge News". EdSurge. 2019-11-27. Retrieved 2024-04-11. Moran, Gwen
Schoology
Type of ecosystem
A lake ecosystem or lacustrine ecosystem includes biotic (living) plants, animals and micro-organisms, as well as abiotic (non-living) physical and chemical
Lake_ecosystem
Ecosystem in saltwater environment
Marine ecosystems are the largest of Earth's aquatic ecosystems and exist in waters that have a high salt content. These systems contrast with freshwater
Marine_ecosystem
Subarctic terrestrial ecozone
ecosystem is an ecosystem with a subarctic climate located in the Northern Hemisphere, approximately between 50° and 70°N latitude. These ecosystems are
Boreal_ecosystem
Study of living and non-living components of ecosystems and their interactions
Ecosystem ecology is the integrated study of living (biotic) and non-living (abiotic) components of ecosystems and their interactions within an ecosystem
Ecosystem_ecology
American writer (born 1992)
the ecosystem of online sex workers." GQ magazine has called Aella a "data-driven former tech worker", and Reason magazine has called her a "data scientist"
Aella_(writer)
browse and search several biological databases. Furthermore, the NIAID Data Ecosystem Discovery Portal developed by the National Institute of Allergy and
List_of_biological_databases
dataset/datasheet catalog system part of its Electronic "Data governance حکمرانی داده - Open data ecosystem" government program. Transparency system of Iranian
Open_data_in_Iran
Open-source data science software company
principal architect. He was hired to advocate for the needs of the Python data ecosystem at Posit. In December 2023, Xie was laid off. In his time at Posit,
Posit_PBC
Typically mathematical representation of an ecological system
An ecosystem model is an abstract, usually mathematical, representation of an ecological system (ranging in scale from an individual population, to an
Ecosystem_model
Natural resource management
Ecosystem management is an approach to natural resource management that aims to ensure the long-term sustainability and persistence of an ecosystem's
Ecosystem_management
Method of data management
research project called Decentralised Citizens Owned Data Ecosystem (DECODE). This project applied data sovereignty principles to public procurement contracts
Data sovereignty (data management)
Data_sovereignty_(data_management)
Professional network website
April 15, 2026. Sumbaly, R., Kreps, J., & Shah, S. (2013). The big data ecosystem at linkedin Archived December 22, 2018, at the Wayback Machine. In Proceedings
ISO standardization subcommittee for artiticial intelligence
digital transformation of industry: The roles of AI, big data, analytics, and related data ecosystem". www.raps.org/. Retrieved 2023-04-24. "ISO/IEC JTC 1/
ISO/IEC_JTC_1/SC_42
Ecological niche
An ecosystem engineer is any species that creates, significantly modifies, maintains or destroys a habitat. These organisms can have a large impact on
Ecosystem_engineer
Groundwater-Dependent Ecosystems (or GDEs) are ecosystems that rely upon groundwater for their continued existence. Groundwater is water that has seeped
Groundwater-dependent ecosystems
Groundwater-dependent_ecosystems
Part of Earth's aquatic ecosystems
Freshwater ecosystems are a subset of Earth's aquatic ecosystems that include the biological communities inhabiting freshwater waterbodies such as lakes
Freshwater_ecosystem
Search engine for datasets from Google
Noy, Natasha. "Building Google Dataset Search and Fostering an Open Data Ecosystem". Google AI blog. Retrieved 20 June 2020. Noy, Natasha (5 September
Google_Dataset_Search
Python library for parallel computing
familiar user interface by mirroring the APIs of other libraries in the PyData ecosystem including: Pandas, scikit-learn and NumPy. It also exposes low-level
Dask_(software)
Benefits provided by intact ecosystems
Ecosystem services are the various benefits that humans derive from ecosystems. The interconnected living and non-living components of the natural environment
Ecosystem_service
International list of biodiversity conservation priorities
The IUCN Red List of Ecosystems (RLE) is a global framework for monitoring and documenting the status of ecosystems. It was developed by the International
IUCN_Red_List_of_Ecosystems
American data analytics company
Business. Adam Kivel (September 21, 2017). "IRI and the Hub of the Data Ecosystem". Sync Magazine. "Honomichl Top 50 Report" (PDF). American Marketing
IRI_(company)
single-species data, Species Sensitivity Distribution (SSD) multi-species data, field data or model ecosystems data. Depending on the type of data used, an
Predicted no-effect concentration
Predicted_no-effect_concentration
Study of organisms and their environment
Ecology considers organisms at the individual, population, community, ecosystem, and biosphere levels. Ecology overlaps with the closely related sciences
Ecology
Specialized data centers designed for artificial intelligence
An AI data center is a specialized data center facility designed for the computationally intensive tasks of training and running artificial intelligence
AI_data_center
Academic journal
topics such as data ecosystems, interactive and automated machine learning, explainable AI, privacy, graph learning and topological data analysis The journal
Machine Learning and Knowledge Extraction
Machine_Learning_and_Knowledge_Extraction
Open-source platform aimed at applying peer-to-peer to data privacy
data, including access control and storage location. To that end, Tim Berners-Lee formed a company called Inrupt to help build a commercial ecosystem
Solid (web decentralization project)
Solid_(web_decentralization_project)
Economic resource, from which future economic benefits are expected
especially in terms of how a variety of things (e.g., personality, personal data, ecosystems, etc.) can be turned into an asset. In the financial accounting sense
Asset
Area of forest on the island of Sumatra in Indonesia
The Leuser Ecosystem is an area of forest located in the provinces of Aceh and North Sumatra on the island of Sumatra in Indonesia. Covering more than
Leuser_Ecosystem
of data stewards to address social problems collaboratively. InfoSum: A UK based company that enables a decentralized and trusted data ecosystem to enable
Data_collaboratives
Type of aquatic ecosystem with flowing freshwater
River ecosystems are flowing waters that drain the landscape, and include the biotic (living) interactions amongst plants, animals and micro-organisms
River_ecosystem
American business executive (born 1978)
platform and ecosystem, including hardware and devices, player and creator experiences, platform engineering, strategy, business planning, data and analytics
Sarah_Bond_(executive)
Wildland-ocean interface
A marine coastal ecosystem is a marine ecosystem which occurs where the land meets the ocean. Worldwide there is about 620,000 kilometres (390,000 mi)
Marine_coastal_ecosystem
Diversity and variations in ecosystems
Ecosystem diversity deals with the variations in ecosystems within a geographical location and its overall impact on human existence and the environment
Ecosystem_diversity
Government agency which regulates the flow of goods and collects duties
theme was 'Customs Digital Transformation by Embracing a Data Culture and Building a Data Ecosystem'. 2021, the chosen theme was 'Customs bolstering Recovery
Customs
are overlain to identify ecosystems; multivariate clustering of site attributes; digital image processing of remotely sensed data grouping areas based on
Ecological_classification
Washington, D.C.-based tech startup
first group of companies to join the Personal Data Ecosystem Consortium's Startup Circle. A Small Data Meetup group has also formed in New York City,
Personal,_Inc.
Abrupt changes in structure and function of systems
are large, abrupt, persistent changes in the structure and function of ecosystems, the climate, financial systems or other complex systems. A regime is
Regime_shift
Secure exchange of first-party data
the information ecosystem". Early data clean rooms started as data-sharing products within walled gardens, including Google's Ads Data Hub. And in 2018
Data_clean_room
Variety and variability of life forms
various levels, for example, genetic variability, species diversity, ecosystem diversity, and phylogenetic diversity. Diversity is not distributed evenly
Biodiversity
Business analytics service by Microsoft
Power BI started life as Datazen visuals. Key components of the Power BI ecosystem are as follows: Power BI Desktop The Windows desktop-based application
Microsoft_Power_BI
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
Synthetic electronic medical record datasets
requires |journal= (help) "EMRBots: a 10000-patient database". NIAID Data Ecosystem Discovery Portal. National Institute of Allergy and Infectious Diseases
EMRBots
American data center company
operates the SUPERNAP data center facilities and provides colocation, telecommunications, cloud services, and content ecosystems. Switch Inc. was established
Switch_(company)
Virtual online communities
Sam (June 2013). "The big data ecosystem at LinkedIn". Proceedings of the 2013 international conference on Management of data - SIGMOD '13 (Report). SIGMOD
Social_media
Open source software package
Ubuntu, joined Singly in May 2011. In 2011 Singly joined a personal data ecosystem consortium, which existed through about 2013. Locker was free software
Locker_(software)
Predator at the top of a food chain
dynamics and populations of other predators, both in aquatic and terrestrial ecosystems. Non-native predatory fish, for instance, have sometimes devastated formerly
Apex_predator
Large-scale cybersecurity incident in 2024
access controls and credential hygiene within cloud ecosystems. List of data breaches T-Mobile data breach Matt Egan and Sean Lyngaas,"Nearly all AT&T
Snowflake_data_breach
Abstraction in data management
Techniques", in Curry, Edward (ed.), Real-time Linked Dataspaces: Enabling Data Ecosystems for Intelligent Systems, Cham: Springer International Publishing, pp
Dataspace
Finnish software company
customers' own data ecosystems. The base Supermetrics product is a data integration platform built for marketers, analysts, and data engineers. It functions
Supermetrics
Top information processor in a corporation
government structures to oversee the data strategy and ecosystem of the respective nations. The chief data officer title shares its abbreviation with the chief
Chief_data_officer
Global health science project
Groups for Analysis, Ethics, Equity, Standards and Technology, and Data Ecosystem oversight, harmonize methods and approaches across the consortium. Regular
Human_Cell_Atlas
Declaration. The Future of Digital Student Data Portability. Defining the Digital Student Data Ecosystem. Third annual meeting of the GDN. Washington
Online credentials for learning
Online_credentials_for_learning
British journalist
Human episode with Gideon Lichfield, BBC Radio 4 Shaping a Responsible Data Ecosystem | Sustainable Development Summit 2021 FWD50 - Where are we headed? A
Gideon_Lichfield
Ecosystem in the Rocky Mountains
The Greater Yellowstone Ecosystem (GYE) is one of the last remaining large, nearly intact ecosystems in the northern temperate climate zone. It is located
Greater_Yellowstone_Ecosystem
Species with a large effect on its environment
in an ecosystem and helping to determine the types and numbers of various other species in the community. Without keystone species, the ecosystem would
Keystone_species
Scientific study of renewing and restoring ecosystems
Ecological restoration, or ecosystem restoration, is the process of assisting the recovery of an ecosystem that has been degraded, damaged, destroyed
Ecological_restoration
Online database maintained by St. Louis Federal Reserve Bank
Federal Reserve Economic Data (FRED) is a database maintained by the Research Division of the Federal Reserve Bank of St. Louis that provides access to
Federal_Reserve_Economic_Data
Branch of ecology
focuses on the roles, or functions, that species play in the community or ecosystem in which they occur. In this approach, physiological, anatomical, and
Functional_ecology
as in the past. The two main areas where the effect of biodiversity on ecosystem function have been studied are the relationship between diversity and
Ecological effects of biodiversity
Ecological_effects_of_biodiversity
Government agency
2014 and aimed to create a sustainable Open Data ecosystem for Ghana. GODI was launched with a 100 data sets categorized as political, legal, organizational
Ghana_Open_Data_Initiative
consolidated data set, and is supposed to provide a single source of truth and a "well-defined version of all the data entities in an organizational ecosystem".
Golden_record_(informatics)
Data structure that always preserves the previous version of itself when it is modified
state in React". React Ecosystem. Retrieved 2018-10-23. "Read Me - Redux". redux.js.org. Retrieved 2018-10-23. "Immutable Data - Redux". redux.js.org
Persistent_data_structure
statistics: time to speak out". UNSD. Data Stewardship and the Role of National Statistical Offices in the New Data Ecosystem (PDF) (Report). UNECE. 2024. UNSD
Fundamental Principles of Official Statistics
Fundamental_Principles_of_Official_Statistics
Regulation of fishing
are put in place by a system of monitoring control and surveillance. An ecosystem approach to fisheries management has started to become a more relevant
Fisheries_management
Incentives offered to farmers or landowners
Payments for ecosystem services (PES), also known as payments for environmental services (or benefits), are incentives offered to farmers or landowners
Payment for ecosystem services
Payment_for_ecosystem_services
Non-native organism causing damage to an established environment
social, and environmental threats worldwide. Invasion of long-established ecosystems by organisms is a natural phenomenon, but human-facilitated introductions
Invasive_species
service, to process big datasets using the open tools in the Apache big data ecosystem. Google Cloud Composer fully manages workflow orchestration service
Cloud_analytics
Data collection system
Data localization or data residency law requires data about a nation's citizens or residents to be collected, processed, and/or stored inside the country
Data_localization
Aspect of ecosystems
within an ecosystem that others within the same ecosystem, or the entire ecosystem itself, rely upon. Keystone species' are so vital for an ecosystem that
Food_chain
Maximum population size of a species that an ecosystem can support
The carrying capacity of an ecosystem is the maximum population size of a living biological species that can be sustained by that specific environment
Carrying_capacity
Canadian non-profit for First Nations
Research Data Alliance, the CARE Principles provide a people and purpose-oriented approach to data governance. They emphasize that data ecosystem should
First Nations Information Governance Centre
First_Nations_Information_Governance_Centre
Network of researchers studying ecological processes
major ecosystem types, and is funded by the US National Science Foundation. Data from LTER sites is publicly available in the Environmental Data Initiative
Long Term Ecological Research Network
Long_Term_Ecological_Research_Network
US federal research institute
"NIAID Data Ecosystem Discovery Portal". Virological. August 16, 2023. Retrieved August 23, 2023. "NIAID Data Discovery Portal". NIAID Data Discovery
National Institute of Allergy and Infectious Diseases
National_Institute_of_Allergy_and_Infectious_Diseases
Type of test automation framework
org. Retrieved March 23, 2018. "Testing and QA - The State of Developer Ecosystem in 2020 Infographic". JetBrains: Developer Tools for Professionals and
Robot_Framework
and Oracle. Through this, data usability can be improved and a modern data ecosystem can be established. Operating system (Modernized Platform): The closed
OpenFrame
AI data, law and ethics professor
of the data ecosystem that makes generative AI possible; and, bottom-up (user-centered) data empowerment. This latter study led to the first data trusts
Sylvie_Delacroix
Human-dominated ecosystems of the anthropocene era
Human ecosystems are human-dominated ecosystems of the Anthropocene era that are viewed as complex cybernetic systems by conceptual models that are increasingly
Human_ecosystem
Temperate plant ecosystem typical of region of north America
The longleaf pine ecosystem is a temperate coniferous forest ecosystem found within the Southern United States. Spanning pine savannas, sandhills and montane
Longleaf_pine_ecosystem
Openly accessible data
initiatives Data.gov, Data.gov.uk and Data.gov.in. Open data can be linked data—referred to as linked open data. One of the most important forms of open data is
Open_data
Type of economy
A data economy is a global digital ecosystem in which data is gathered, organized, and exchanged by a network of companies, individuals, and institutions
Data_economy
DATA ECOSYSTEM
DATA ECOSYSTEM
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
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Girl/Female
Hindu
A creeper
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.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
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
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Male
Turkish
Turkish name ATA means "ancestor."
Female
Russian
 Short form of Russian Yekaterina, 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
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
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.
DATA ECOSYSTEM
DATA ECOSYSTEM
Girl/Female
Arabic, Swahili
Woman; Life
Female
Irish
Variant spelling of Irish Meghan, MEGHANN means "pearl."
Girl/Female
Hindu, Indian
A Decoration
Boy/Male
Australian, Danish, French, German, Swedish, Teutonic
Advancing Wolf; Wolf Quarrel; Wolf Traveling
Girl/Female
Indian, Telugu
Snow; Ice; Bright
Boy/Male
Tamil
Boy/Male
Tamil
Lord venkateswara
Boy/Male
Hindu, Indian, Marathi
Renowned; Celebrated; Famous
Male
Hebrew
(×ֶבֶן) Variant spelling of Hebrew Even, EBEN means "stone."
Girl/Female
Indian
Swan
DATA ECOSYSTEM
DATA ECOSYSTEM
DATA ECOSYSTEM
DATA ECOSYSTEM
DATA ECOSYSTEM
imp. & p. p.
of Date
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.
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.
Death; decease; the date of one's death.
n.
Assigned end; conclusion.
a.
Being out of date; antiquated.
n. pl.
See Datum.
a.
Erroneous in date; containing an anachronism.
n.
A New Zealand forest tree (Metrosideros robusta), also, its hard dark red wood, used by the Maoris for paddles and war clubs.
n.
Given or assigned length of life; dyration.
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.
pl.
of Datum
p. pr. & vb. n.
of Date
n.
Prior date; a date antecedent to another which is the actual date.
a.
Without date; having no fixed time.
n.
The fruit of the date palm; also, the date palm itself.
v. t.
To date erroneously.
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.