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Small data is data that is 'small' enough for human comprehension. It is data in a volume and format that makes it accessible, informative and actionable
Small_data
2016 book
Small Data: the Tiny Clues that Uncover Huge Trends is Martin Lindstrom's seventh book. It chronicles his work as a branding expert, working with consumers
Small_Data
American business writer
magazine Influential 100 Honoree. He has written eight books including Small Data: The Tiny Clues that Uncover Huge Trends, Buyology – Truth and Lies About
Martin_Lindstrom
Collection of data
A data set (or dataset) is a collection of data. In the case of tabular data, a data set corresponds to one or more database tables, where every column
Data_set
Centralized storage of knowledge
only a small amount of data in those tables is affected by each transaction. To improve performance, older data are periodically purged. Data warehouses
Data_warehouse
insights from data. Data analysis tools are software aids, programs and applications that help professionals analyse large and small data sets. They can
Data_analysis
Facility used to house computer servers
components. Edge data centers are smaller, decentralized facilities located closer to end users and devices. In the 2024 U.S. Data Center Energy Usage
Data_center
American computer scientist
TEDMED talk on small data in 2013. Estrin is known for her work on sensor networks, participatory sensing, mobile health, and small data. She is one of
Deborah_Estrin
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
Discrete, discontinuous representation of information
Digital data or digital information, in information theory and information systems, is data or information represented as a string of discrete symbols
Digital_data
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
Restructuring data into a desired format
Data wrangling, sometimes referred to as data munging, is the process of transforming and mapping data from one "raw" data form into another format with
Data_wrangling
Database modeling method
Datavault or data vault modeling is a database modeling method that is designed to provide long-term historical storage of data coming in from multiple
Data_vault_modeling
Sorting algorithm
C-like pseudo-code, and five lines when optimized. Efficient for (quite) small data sets, much like other quadratic (i.e., O(n2)) sorting algorithms May be
Insertion_sort
Code section for declared statically-allocated variables
application binary interface also supports an sbss segment for "small data". Typically, these data items can be accessed using shorter instructions that may
.bss
Data pre-processing technique
the effects of minor observation errors. The original data values which fall into a given small interval, a bin, are replaced by a value representative
Data_binning
Process of analyzing large data sets
Data mining is the process of extracting and finding patterns in massive data sets involving methods at the intersection of machine learning, statistics
Data_mining
Conserving and maintaining safety and integrity of data
human history, for perpetuity. Data can be lost on a small or independent scale whether it's personal data loss, or data loss within businesses and organizations
Data_preservation
Manipulation of data before it is analyzed
Data preprocessing can refer to manipulation, filtration or augmentation of data before it is analyzed, and is often an important step in the data mining
Data_preprocessing
Visual representation of data
Data and information visualization (data viz/vis or info viz/vis) is the practice of designing and creating graphic or visual representations of quantitative
Data and information visualization
Data_and_information_visualization
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
Tasks in machine learning
predictions on data. Such algorithms function by making data-driven predictions or decisions, through building a mathematical model from input data. These input
Training, validation, and test data sets
Training,_validation,_and_test_data_sets
Standart data serialization format
uses a base unit of 4 bytes, 32 bits, serialized in big-endian order; smaller data types still occupy four bytes each after encoding. Variable-length types
External_Data_Representation
Algorithm that arranges lists in order
becomes significant on smaller data, so often a hybrid algorithm is used, commonly switching to insertion sort once the data is small enough. Second, the
Sorting_algorithm
Topics referred to by the same term
Law of Small Numbers Hasty generalization, a logical fallacy also known as the law of small numbers The tendency for an initial segment of data to show
Law_of_small_numbers
Field of research
scope of data with a smaller type of dataset. As well as having whole populations in the data set and not just sample sizes. Furthermore, big data as a technological
Critical_data_studies
Small data visualisation, usually inline with text
term sparkline in 2006 for "small, high resolution graphics embedded in a context of words, numbers, images", which are "data-intense, design-simple, word-sized
Sparkline
Origins and events of data
Data lineage refers to the process of tracking how data is generated, transformed, transmitted and used across systems over time. It documents data's
Data_lineage
United States marketing initiative
Small Business Saturday is a marketing initiative created and promoted by American Express to encourage holiday shopping on the Saturday after Thanksgiving
Small_Business_Saturday
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
Type of data structure
advantage since it is efficient to split files up in very small data blocks so that only small blocks have to be re-downloaded if they get damaged. If the
Merkle_tree
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
Intentional or unintentional release of secure information
Chase data breach. Outsourcing work to a third party leads to a risk of data breach if that company has lower security standards; in particular, small companies
Data_breach
Tool for converting data into reports and dashboards
and small teams in May 2016. In June 2019, Google acquired data analytics company Looker for $2.6 billion to "help its customers analyze their data in
Data_Studio
Data storage paradigm
Management: The Practical Guide to Storing, Managing and Analyzing Big and Small Data. Cambridge University Press. pp. 314–315. ISBN 978-1-107-18612-5. Retrieved
Key–value_database
Additional storage that enables faster access to main storage
must be relatively small. Nevertheless, caches are effective in many areas of computing because typical computer applications access data with a high degree
Cache_(computing)
Data missing or collected but not analysed
dark data was essentially coined by Bryan P. Heidorn. He uses it to describe research data, especially from the long tail of science (the many, small research
Dark_data
Manipulating raw data into a form that can be readily analysed
large numbers of data records, probably because they have come from different sources; individual errors affecting small numbers of data records, probably
Data_preparation
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
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
Business with fewer employees or revenue
Small businesses are types of corporations, partnerships, or sole proprietorships which have a small number of employees and/or less annual revenue than
Small_business
Repository of data stored in a raw format
it with data mart, which is a smaller repository of interesting attributes derived from raw data. In promoting data lakes, he argued that data marts have
Data_lake
Epistemological framework
application being widespread. As the data lifecycle grows, processed small data that are grounded within big data are compiled and formed from heterogeneous
Data_universalism
Data that remains after deleting it
Data remanence is the residual representation of digital data that remains even after attempts have been made to remove or erase the data. This residue
Data_remanence
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
Procedure in computing
process where data are extracted from an input source, transformed (including cleaning), and loaded into an output data container. The data can be collected
Extract,_transform,_load
Type of artificial intelligence model
leverage this AI tool?". The World Economic Forum. "SLM (Small Language Model) with your Data". Microsoft. 11 July 2024. Ciaramella, Alberto; Ciaramella
Small_language_model
Web page in-line data scheme
the data are all parts of the URI path. An HTML fragment embedding a base64 encoded PNG picture of a small red dot (): <img alt="Red dot" src="data:image/png;base64
Data_URI_scheme
Systematic organization of data
between smaller and larger components in a database or data file. It is used to give a better sense of understanding about the components of data and how
Data_hierarchy
Combining data from multiple sources
Data integration is the process of combining, sharing, or synchronizing data from multiple sources to provide users with a unified view. There are a wide
Data_integration
United States proposed federal online privacy bill
that process data for fewer than 100,000 individuals annually, and whose business does not primarily rely on transferring data, small data holders could
American Data Privacy and Protection Act
American_Data_Privacy_and_Protection_Act
Algorithm made by combining other algorithms which solve the same problem
small data. A common example is in sorting algorithms, where the insertion sort, which is inefficient on large data, but very efficient on small data
Hybrid_algorithm
Computer programming language
ALGOL-like code that ran on a small machine. It also included the string data type for easier text manipulation. SMALL was used extensively from about
SMALL
Japanese video game and electronics company
video game publisher Marvelous. A small number of Data East video games are owned by other companies, notably Paon DP. Data East was founded on April 20,
Data_East
Analytic method in statistics
between the variables l {\displaystyle l} and c {\displaystyle c} . A very small data set (Table 1) illustrates the operation and outputs of the FAMD . Six
Factor_analysis_of_mixed_data
Journalistic process
Data journalism or data-driven journalism (DDJ) is journalism based on the filtering and analysis of large data sets for the purpose of creating or elevating
Data_journalism
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
Computer bus used for data storage systems
Enhanced Small Disk Interface (ESDI) was an attempt to minimize controller design time by supporting multiple data rates with a standard data encoding
Hard_disk_drive_interface
Statistical method
commonly used when analyzing count data organized in a contingency table, particularly when sample sizes are small. It is specifically designed for testing
Yates's correction for continuity
Yates's_correction_for_continuity
Way to obtain data from a database
forms of the retrieved data from a database. There are some overlaps between them, but queries generally select a relatively small portion of the database
Data_retrieval
Satellites of low mass and size, usually under 1200 kg
– for example, gathering of scientific data and radio relay. Technical challenges in the construction of small satellites may include the lack of sufficient
Small_satellite
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
Creating a model of the data in a system
a particular place, are often fixed in the structure of a data model. This means that small changes in the way business is conducted lead to large changes
Data_modeling
Graph that misrepresents data
Quantitative Information: Tables are preferable to graphics for many small data sets. A table is nearly always better than a dumb pie chart; the only
Misleading_graph
Data types supported by the C programming language
the data types and minimum sizes for each data type: The relation requirements are that the long long is not smaller than long, which is not smaller than
C_data_types
electronic spreadsheets. In many smaller organizations, data administration is performed occasionally, or is a small component of the database administrator’s
Data_administration
Recording device
digital data loggers (DDL). They generally are small, battery-powered, portable, and equipped with a microprocessor, internal memory for data storage
Data_logger
string is written to a smaller buffer, or deliberately, when only a portion of the data is wanted. Depending on what type of data validation a program or
Data_truncation
Process supporting machine learning
of distributed workers completed small labelling tasks via online platforms, was one of the earliest examples of data annotation. Amazon’s Mechanical Turk
Data_annotation
Text format
Comma-separated values (CSV) is a plain text data format for storing tabular data where the fields (values) of a record are separated by a comma as the
Comma-separated_values
Data storage technologies that use magnetic tape
reel size of 10.5 inches (267 mm). A so-called mini-reel was common for smaller data sets, such as for software distribution. These were 7-inch (18 cm) reels
Magnetic-tape_data_storage
Integration of multiple data sources to provide better information
Data fusion is the process of integrating multiple data sources to produce more consistent, accurate, and useful information than that provided by any
Data_fusion
Refuge for unregulated data
A data haven, like a corporate haven or tax haven, is a refuge for uninterrupted or unregulated data. Data havens are locations with legal environments
Data_haven
2018 data breach
password or credit card data. The Exactis data breach was part of a trend of data breaches caused by small firms with unsecured data, such as Verifications
Exactis_data_breach
Algorithmically generated data that have a similar distribution as sampled data
Synthetic data are artificially generated data not produced by real-world events. Typically created using algorithms, synthetic data can be deployed to
Synthetic_data
Data collector and vendor to third parties
either for a small fee or no cost. These websites can thereby have implications for stalking, harassment, and domestic violence. The data are aggregated
Data_broker
Two-dimensional matrix barcode
Electronic Industries Alliance (EIA) recommends using Data Matrix for labeling small electronic components. Data Matrix codes are becoming common on printed media
Data_Matrix
Errors in computer data that introduce unintended changes to the original data
disks. In old disks the probability of data corruption was very small because they stored tiny amounts of data. In modern disks the probability is much
Data_corruption
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
Type of data analysis
fertilizer, and more. Small-scale designed experiments let them determine whether these treatments are effective. Similarly, data farmers manipulate simulation
Data_farming
Payment processing company in the US
Cynergy Data was an American payment service provider that was headquartered in Alpharetta, Georgia with an operations center in Long Island City, New
Cynergy_Data
Class of parallel computing applications
Data-intensive computing is a class of parallel computing applications which use a data parallel approach to process large volumes of data typically terabytes
Data-intensive_computing
Practice of completely wiping data from a storage medium
Data sanitization involves the secure and permanent erasure of sensitive data from datasets and media to guarantee that no residual data can be recovered
Data_sanitization
Attribute of data
computer science and computer programming, a data type (or simply type) is a collection or grouping of data values, usually specified by a set of possible
Data_type
Data with additional meaningless information in it
are not removed from the data set, they corrupt the results to a small or large degree, depending on circumstances. If valid data is identified as an outlier
Noisy_data
Type of business with small personnel numbers
restructuring. Most of Egypt's businesses are small-sized, with 97% employing fewer than 10 workers, according to census data released by the state-run Central Agency
Small_and_medium_enterprises
Tabular data representation in memory
benefits from smaller uncompressed size. This is the result of the possibility that this orientation offers to represent certain data types with dedicated
Data_orientation
Visualization technique for multivariate data
quantitative reasoning is a single question: Compared to what? Small multiple designs, multivariate and data bountiful, answer directly by visually enforcing comparisons
Small_multiple
Type of nuclear fission reactor
October 2024, Google agreed to commission multiple small modular reactors from Kairos to power its AI data centers, with the first to be operational in 2030
Small_modular_reactor
Statistical concept
statistics, missing data, or missing values, occur when no data value is stored for the variable in an observation. Missing data are a common occurrence
Missing_data
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
Data serialization format
Protobufs have no single specification. The format is best suited for small data chunks that don't exceed a few megabytes and can be loaded/sent into memory
Protocol_Buffers
Electronic financial trading price and related data
finance, market data is price and other related data for a financial instrument reported by a trading venue such as a stock exchange. Market data allows traders
Market_data
Cyberattack against an American bank
(approximately two out of three households in the country) and 7 million small businesses. The data breach is considered one of the most serious intrusions into an
2014 JPMorgan Chase data breach
2014_JPMorgan_Chase_data_breach
impossible. Data islands, in general, contain a very huge set of data relative to its small physical space that it occupies. The connectivity here does not
Data_island
Data collected not by the primary user
cost-efficient: the data was collected by someone other than the researcher. Administrative data and census data may cover both larger and much smaller samples of
Secondary_data
Converting data between different formats
of most data integration and data management tasks such as data wrangling, data warehousing, data integration and application integration. Data transformation
Data transformation (computing)
Data_transformation_(computing)
Principle of interchangeability of data and code
to hold closely to the idea that code is data, and implement a large portion of their language in a smaller core language. Klöckner, Andreas; Pinto, Nicolas;
Code_as_data
Data center in Richland Parish, Louisiana, US
Colossus (data center), data center in Memphis, Tennessee the Smalling Substation, paid for by Meta "Meta to spend hundreds of billions on AI data centres
Hyperion_Data_Center
Data structure that always preserves the previous version of itself when it is modified
In computing, a persistent data structure or not ephemeral data structure is a data structure that always preserves the previous version of itself when
Persistent_data_structure
travel, tourism, insurance
SMALL DATA
SMALL DATA
Surname or Lastname
English
English : variant of Sale 1.English : from a short form of a personal name beginning with Sal-, for example Salomon.Swedish (Säll) : nickname from säll ‘happy’, ‘fortunate’, probably a soldier’s name.African : unexplained.
Girl/Female
Tamil
Kaneshka | கநேஷà¯à®•à®¾
Small
Kaneshka | கநேஷà¯à®•à®¾
Boy/Male
Hindu
Small Diya, Small light
Boy/Male
Tamil
Small
Girl/Female
Hindu, Indian
Small Leaf; Small Plant
Boy/Male
German
Power of an Eagle
Girl/Female
Tamil
Small
Girl/Female
Hindu
Small
Surname or Lastname
English
English : from the medieval female personal name Mal(le), pet form of Mary (see Marie).Indian (northern states) : Hindu name found in several communities, from Sanskrit malla ‘strongman’, ‘wrestler’.
Boy/Male
Tamil
Small Diya, Small light
Surname or Lastname
Scottish and northern English
Scottish and northern English : variant of Small.English : habitational name from a lost place in eastern Sussex named Smeghel, from Old English smēagel ‘burrow’, or from Brooksmarle (now Broxmead) in Sussex (named with Old English brocc ‘badger’ + smēagel).
Girl/Female
Indian
Small
Surname or Lastname
English (East Anglia)
English (East Anglia) : unexplained.
Surname or Lastname
English
English : nickname for a person of slender build or diminutive stature, from Middle English smal ‘thin’, ‘narrow’.Translation of equivalents in other European languages, such as German Klein and Schmal, French Petit.
Boy/Male
Indian
Small
Girl/Female
Muslim
Small
Girl/Female
Hindu
Small
Girl/Female
Tamil
Artisha | à®…à®°à¯à®¤à¯€à®·à®¾
Small
Artisha | à®…à®°à¯à®¤à¯€à®·à®¾
Surname or Lastname
English (Devon)
English (Devon) : variant of Small.
Surname or Lastname
English
English : patronymic from Small.
SMALL DATA
SMALL DATA
SMALL DATA
SMALL DATA
SMALL DATA
SMALL DATA
SMALL DATA
travel, tourism, insurance