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Correcting inaccurate computer records
Data cleansing or data cleaning is the process of identifying and correcting (or removing) corrupt, inaccurate, or irrelevant records from a dataset, table
Data_cleansing
Topics referred to by the same term
Look up cleansing in Wiktionary, the free dictionary. Cleansing may refer to: Ethnic cleansing, the systematic forced removal of ethnic or religious groups
Cleansing
Centralized storage of knowledge
data store and may require data cleansing for additional operations to ensure data quality before it is used in the data warehouse for reporting. The
Data_warehouse
State of qualitative or quantitative pieces of information
standards, for data quality. In such cases, data cleansing, including standardization, may be required in order to ensure data quality. Defining data quality
Data_quality
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
Procedure in computing
target. An important function of transformation is data cleansing, which aims to pass only "proper" data to the target. The challenge when different systems
Extract,_transform,_load
Software creating a unified customer database accessible to other systems
Brian. "How to Use a CDP with AI to Automate Data Cleansing". CDP. Baldwin, Chris. "11 Main customer data platform (CDP) use cases for marketers". Insider
Customer_data_platform
Process of ensuring computer data is both correct and useful
In computing, data validation or input validation is the process of ensuring data has undergone data cleansing to confirm it has data quality, that is
Data_validation
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
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
Data and analysis of a commercial market
of data and information. Dirty data that is collected needs to be cleansed to maintain good data quality. Challenges that arise in data cleansing is that
Market_intelligence
Incomplete or inaccurate data
known as data cleansing. In sociology, dirty data refer to secretive data the discovery of which is discrediting to those who kept the data secret. Following
Dirty_data
Data extraction technique
some websites particularly prohibit data scraping in their robots. Comparison of feed aggregators Data cleansing Data munging Importer (computing) Information
Data_scraping
American technology company
Management. Master Data Management solutions[buzzword] include Data Extraction, Data Cleansing, and Data Enrichment; available via a cloud-based data platform.
Rosslyn_Analytics
Structural engineering concept
re-sampling can also be thought of as data cleansing procedures. Finally, the data acquisition, normalization, and cleansing portion of SHM process should not
Structural_health_monitoring
Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions
Data_analysis
Intermediate storage area used in data processing during the ETL process
change tracking or change data capture (CDC). Data cleansing includes identification and removal (or update) of invalid data from the source systems. The
Staging_(data)
Moving data from an old data store to a new data store
mappings, and procedures. Data cleansing and transformation requirements are also gauged for data formats to improve data quality and to eliminate redundant
Data_migration
Data analysis approach
initial understanding of the data is had, the data can be pruned or refined by removing unusable parts of the data (data cleansing), correcting poorly formatted
Data_exploration
Topics referred to by the same term
sources of drinking water Data cleansing, the process of identifying and correcting (or deleting) invalid, incorrect, or non-useful data This disambiguation
Sanitization
Manipulating raw data into a form that can be readily analysed
required before the data can be used in a specific context. Cleanse and validate data. Data cleansing focuses on improving data quality. Common tasks
Data_preparation
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
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
Simplifying data to facilitate analysis
conditionality and equivariance. Data cleansing Data editing Data preprocessing Data wrangling "Travel Time Data Collection Handbook" (PDF). Retrieved
Data_reduction
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
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
Converting data between different formats
visualization, data cleansing, data integration etc.) have matured and most (if not all) enterprises transform enormous volumes of data that feed internal
Data transformation (computing)
Data_transformation_(computing)
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
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
Software company providing analytics for industrial processes
Seeq Runtime continuously performs data cleansing, boundary management, and streaming calculations on historian data. Accessed through either Seeq Workbench
Seeq_Corporation
Electronic financial trading price and related data
tools, software for data cleansing and reconciliation, and scalable platforms capable of managing large volumes of reference data required for daily trading
Market_data
Type of memory used on processors that require high transfer rate memory
CK_t and CK_c. Each channel interface maintained a 128‑bit data bus operating at this double data rate (DDR). HBM1 supported transfer rates of 1 GT/s per
High_Bandwidth_Memory
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
Computer network with multiple nodes to store information
A distributed data store is a computer network where information is stored on more than one node, often in a replicated fashion. It is usually specifically
Distributed_data_store
Use of paper as computer memory
Paper data storage refers to the use of paper as a data storage device. This includes writing, illustrating, and the use of data that can be interpreted
Paper_data_storage
Repository of data stored in a raw format
usually a single store of data including raw copies of source system data, sensor data, social data etc., and transformed data used for tasks such as reporting
Data_lake
Class of parallel computing applications
such as data cleansing and hygiene, extract, transform, load (ETL), record linking and entity resolution, large-scale ad hoc analysis of data, and creation
Data-intensive_computing
Information repository with multiple applications
clear and unambiguous. A database had the following properties: Flat data: Data was usually represented in a tabular format with strings or numbers in
Knowledge_base
Combining multiple research methods
more than one method to gather data, such as interviews, observations, questionnaires, and documents. Data cleansing Data editing Iterative proportional
Triangulation (social science)
Triangulation_(social_science)
Data storage device
A USB flash drive (also known as a thumb drive) is a data storage device that includes flash memory with an integrated USB interface. A typical USB drive
USB_flash_drive
Review and adjustment of survey data
overall objectives of the data Methods used to handle data editing Data cleansing Data pre-processing Data wrangling Iterative proportional fitting Triangulation
Data_editing
Computer memory that loses its contents when unpowered
contents while powered on but when the power is interrupted, the stored data is quickly lost. Volatile memory has several uses, including as primary storage
Volatile_memory
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
Early form of read-only memory
Corporation in the 1950s, as it was a popular technology for program and data storage in that era. It was later used in the 1960s by early NASA Mars space
Core_rope_memory
Mass murder of Circassians by the Russian Empire
(lit. "to cleanse") and "ochishchenie" (lit. "cleansing") to refer to its military operations that inflicted mass-killings and ethnic cleansing of Circassians
Circassian_genocide
Event in the ministry of Jesus
In all four canonical gospels of the Christian New Testament, the cleansing of the Temple narrative tells of Jesus expelling the merchants and the money
Cleansing_of_the_Temple
Form of computer data storage
any order, typically used to store working data and machine code. A random-access memory device allows data items to be read or written in almost the same
Random-access_memory
Data recording made of plastic film
important to enable transferring data. Tape data storage is now used more for system backup, data archive and data exchange. The low cost of tape has
Magnetic_tape
Component that stores information
stores information, such as data and programs, for immediate use in the computer; instructions fetched by the computer, and data fetched and stored by those
Computer_memory
Type of computer memory
memory (MRAM) is a type of non-volatile random-access memory which stores data in magnetic domains. Developed in the mid-1980s, proponents have argued that
Magnetoresistive_RAM
Mass displacement of Armenians from Nagorno-Karabakh by Azerbaijan
of ethnic cleansing." Various political analysts, along with residents of Nagorno-Karabakh, accused Azerbaijan of committing ethnic cleansing. Multiple
Expulsion of Nagorno-Karabakh Armenians
Expulsion_of_Nagorno-Karabakh_Armenians
Computer memory that does not lose its contents after being turned off
constant power in order to retain data. Non-volatile memory typically refers to storage in memory chips, which store data in floating-gate memory cells consisting
Non-volatile_memory
GNU replacement for the Bourne shell
" "Input validation is the process of ensuring data has undergone data cleansing to confirm it has data quality, that is, that it is both correct and useful
Bash_(Unix_shell)
Process of merging big data
other datasets?" Data preparation Data fusion Data wrangling Data cleansing Data editing Data scraping Data curation Data preprocessing Alteryx Analytics
Data_blending
Persistent computer data storage with no moving parts
(in tape drives). Pairing such magnetic media with read/write heads allows data to be written by separately magnetizing small sections of the ferromagnetic
Solid-state_storage
Magnetic tape data storage technology
the LTO Ultrium format, is a magnetic tape data storage technology used for backup, data archiving, and data transfer. It was originally developed in the
Linear_Tape-Open
Computer storage device with no moving parts
type of solid-state storage device that uses integrated circuits to store data persistently. It is sometimes called semiconductor storage device, solid-state
Solid-state_drive
Early sample or model built to test a concept or process
the relevant data which exists at the start of the project. The objectives of data prototyping are to produce: A set of data cleansing and transformation
Prototype
Replaceable device used for the distribution and storage of video games
instruments. ROM cartridges allow users to rapidly load and access programs and data alongside a floppy drive in a home computer; in a video game console, the
ROM_cartridge
Type of computer memory
memory; data is lost when power is removed. The static qualifier differentiates SRAM from dynamic random-access memory (DRAM): SRAM will hold its data permanently
Static_random-access_memory
uprooted in these ethnic cleansing campaigns, and that tens of thousands were killed. The methods used during the Bosnian ethnic cleansing campaigns include
Ethnic cleansing in the Bosnian War
Ethnic_cleansing_in_the_Bosnian_War
State-ordered displacement
tragedy); and Alfred-Maurice de Zayas, A Terrible Revenge: The Ethnic Cleansing of the East European Germans 1944–1950. Jason Pipes[full citation needed]
Evacuation_of_East_Prussia
Electro-mechanical data storage device
fixed disk is an electro-mechanical computer data storage device that stores and retrieves digital data using magnetic storage with one or more rigid
Hard_disk_drive
Database modeling method
data warehouse that are outside the historical storage area (cleansing is done in the data marts) and by separating the structural items (business keys
Data_vault_modeling
Software company
company specializing in data integrity tools, and also providing big data, high-speed sorting, ETL, data integration, data quality, data enrichment, and location
Precisely_(company)
Memory card format
higher clock speeds (26 MHz and 52 MHz alongside the normal 20 MHz) and wider data buses (8‑bit alongside the previous 1- and 4‑bit), which combined to enable
MultiMediaCard
Method to store and retrieve computer data using optics
Optical storage is a class of data storage systems that use light to read or write data to an underlying optical media. Although a number of optical formats
Optical_storage
Time-series data collected at fine scale
can be accomplished with two processes: data cleaning and data management. Data cleaning, or data cleansing, is the process of utilizing algorithmic
High_frequency_data
1992–1998 removal and flight of Georgians from Abkhazia
ethnic cleansing to expel and eliminate the ethnic Georgian population in Abkhazia. The exact number of those killed during the ethnic cleansing is disputed
Ethnic cleansing of Georgians in Abkhazia
Ethnic_cleansing_of_Georgians_in_Abkhazia
Application software to read and analyze stored data
present selected data Online analytical processing (OLAP) Digital dashboards Data mining Data warehouse Local information systems Data cleansing Except for
Business intelligence software
Business_intelligence_software
centralised cleansing, de-duplication and consolidation, enabling key mapping and consolidated group reporting in SAP BI. No re-distribution of cleansed data. Master
SAP NetWeaver Master Data Management
SAP_NetWeaver_Master_Data_Management
Removable disk storage medium
(130 mm) and then the 3½-inch (90 mm) became a ubiquitous form of data storage and data transfer into the first years of the 21st century. By the end of
Floppy_disk
Disciplines of managing data as a resource
dimensions like customer, product, etc. Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful
Data_management
relational, dimensional and metadata data modeling, data profiling, data cleansing and data auditing. Whereas the core functionality is part of the Oracle database
Oracle_Warehouse_Builder
Write once computer memory
programmable) memory is a special type of non-volatile memory (NVM) that permits data to be written to memory only once. Once the memory has been programmed, it
Programmable_ROM
Magnetic data storage device
Drum memory was a magnetic data storage device invented by Gustav Tauschek in 1932 in Austria. Drums were widely used in the 1950s and into the 1960s as
Drum_memory
Flat, usually circular disc that encodes binary data
to the outermost track. The data are stored on the disc with a laser or stamping machine, and can be accessed when the data path is illuminated with a
Optical_disc
Early type of solid state computer memory
(PROM) chip that retains its data when its power supply is switched off. Computer memory that can retrieve stored data after a power supply has been
EPROM
Computer memory used for small quantities of data
systems, or as a separate chip device, to store relatively small amounts of data by allowing individual bytes to be erased and reprogrammed. EEPROMs are organized
EEPROM
Type of computer memory used from 1955 to 1975
expensive and a scarce resource, technologies were developed to swap blocks of data "out of core" onto larger, slower storage. Algorithms whose working set size
Magnetic-core_memory
– digital media player – Discontinued in November. Google Refine – data cleansing and processing. It was spun off from Google on October 2, becoming open
List_of_Google_products
Type of memory used on graphics cards
although they share some of the same features—including double data rate (DDR) data transfers. As of 2025[update], GDDR SDRAM has been succeeded by GDDR2
GDDR_SDRAM
Type of random-access memory
accessed simultaneously through the ports since a write operation modifies the data and therefore needs to be synchronized with a read or another write operation
Dual-ported_RAM
2-D grid of wires where data is represented by the presence or absence of diodes at nodes
as control signals for some connected system, or may represent computer data or instructions. A diode matrix is one technique for implementing a read-only
Diode_matrix
Estimates values in an N-dimensional matrix
pandas input objects. Data cleansing Data editing NM-method Triangulation (social science) for quantitative and qualitative study data enhancement. Bacharach
Iterative proportional fitting
Iterative_proportional_fitting
Unique identifier for either an entity in the modeled world or an object in the database
typically employed as part of a data cleansing process when inheriting legacy data. Surrogate keys are unnatural for data that is exported and shared. A
Surrogate_key
been studied in database theory, and which is a particular kind of data cleansing. The problem asks about how we can "repair" an input relational database
Database_repair
Obsolete type of non-volatile computer memory
small magnetized areas, known as bubbles or domains, each storing one bit of data. The material is arranged to form a series of parallel tracks that the bubbles
Bubble_memory
kind. Data quality Data cleansing Data validation "4 Steps to Overcome Data Quality Challenges". Gartner. Retrieved 2023-12-27. "What Is Data Preboarding
Data_quality_firewall
Obsolete form of removable media
computer data storage, introduced in the 1960s. A disk pack is a layered grouping of hard disk platters (circular, rigid discs coated with a magnetic data storage
Disk_pack
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
secondly because anomalies or discrepancies in the customer data must be data cleansed for data quality. As such, the acquisition by an organisation of a
Single_customer_view
Early type of computer memory
differences in the length of conductors in a parallel data bus can cause data-bit skew, which can lead to data corruption or reduced processing performance. This
Delay-line_memory
Early form of computer memory
and each Williams tube could typically store about 256 to 2560 bits of data. Because the electron beam is essentially inertia-free and can be moved anywhere
Williams_tube
WEEE Directive. Once cleansed of all pre-existing data - using Blancco software which has been approved for Government data cleansing use and exceeds US
E-Cycle_Limited
Type of computer memory
interleaved fashion. This allows SDRAMs to achieve greater concurrency and higher data transfer rates than asynchronous DRAMs could. Pipelining means that the chip
Synchronous dynamic random-access memory
Synchronous_dynamic_random-access_memory
Canadian-Egyptian computer scientist (born 1973)
data science, finance education | Waterloo News". Waterloo News. 2016-09-28. Retrieved 2017-09-01. "UWaterloo adds research chair into data cleansing"
Ihab_Ilyas
1995 genocide in Bosnia and Herzegovina
Ratko Mladić. The ethnic cleansing that took place in VRS-controlled areas targeted Bosniaks and Bosnian Croats. The ethnic cleansing campaign included extermination
Bosnian_genocide
Computer memory architecture
Programmers are responsible for moving data between disk and memory through file I/O. Hardware is responsible for moving data between memory and caches. Optimizing
Memory_hierarchy
Data collector and vendor to third parties
sources; processes it to enrich, cleanse or analyze it; and licenses it to other organizations". It states that data is "licensed for particular or limited
Data_broker
DATA CLEANSING
DATA CLEANSING
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
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.
Male
Turkish
Turkish name ATA means "ancestor."
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
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.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
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
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
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.
Girl/Female
Hindu
A creeper
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
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."
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
DATA CLEANSING
DATA CLEANSING
Female
English
English surname transferred to forename use, TATUM means "Tate's homestead."
Boy/Male
Bengali, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Oriya, Tamil, Telugu
Light of the World
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sindhi, Telugu
Son of Lord Shiva
Girl/Female
Bengali, German, Hindu, Indian, Sanskrit, Telugu
God of the Sky; Rain; Thunder; Lighting; A God
Boy/Male
Arabic, Muslim
Sun of the Religion Islam
Boy/Male
Arabic, Christian, Indian, Punjabi, Sanskrit, Sikh
Children; Speech; An Orator; Sayings of the Guru
Girl/Female
Indian, Punjabi, Sikh
Happy Life
Female
Spanish
Spanish name derived from the Latin word sol, SOL means "sun." This was a common name for Spanish girls in the Middle Ages. Compare with masculine Sol.
Girl/Female
Indian
Happiness
Boy/Male
English American Hebrew
in use since the Middle Ages.
DATA CLEANSING
DATA CLEANSING
DATA CLEANSING
DATA CLEANSING
DATA CLEANSING
n.
A New Zealand forest tree (Metrosideros robusta), also, its hard dark red wood, used by the Maoris for paddles and war clubs.
n.
Prior date; a date antecedent to another which is the actual date.
imp. & p. p.
of Date
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.
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.
pl.
of Datum
p. pr. & vb. n.
of Date
a.
Being out of date; antiquated.
a.
Without date; having no fixed time.
n. pl.
See Datum.
a.
Erroneous in date; containing an anachronism.
n.
The fruit of the date palm; also, the date palm itself.
n.
Assigned end; conclusion.
v. i.
To have beginning; to begin; to be dated or reckoned; -- with from.
v. t.
To date erroneously.
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.
Given or assigned length of life; dyration.
n.
Death; decease; the date of one's death.
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.