Found inside – Page 30A standard that controls the medium or process of exchanging data between a sending ... 4 and the proposed Standard Page Description Language are examples . Found inside – Page 240As the most common example, the Clinical Data Interchange Standards Consortium (CDISC) together with the National Cancer Institute has developed structured ... 21. Found inside – Page 145with diverse populations, sample collection and storage, and longitudinally collected samples. 7.3 DATA STANDARDS Data standards are essential because they ... Found inside – Page 264Such guidelines or data standards are an agreed-upon set of rules that allow ... Examples are 802.11 for wireless medical device transmissions and 11073 for ... Data Model Standards and Guidelines, Registration Policies and Procedures Overview Version: 3.2 1 6/2/2017 Section 1. DATA STANDARDS MANUAL PUBLISHED ON OCTOBER 13, 2003 AS VERSION 2.0.4 SUBSEQUENT VERSIONS TO BE PUBLISHED AS VERSION 2.0.X NOTE: Any changes recommended for the data standards in use at Eastern Michigan University must be approved by the Data Standards Committee which consists of representatives from all Banner application areas. Encryption Standards for DPW Data 4. Open Data Standards Definition An open data standard is a set of specifications (or requirements) for how some sets of data should be made publicly available. Let’s look into how data sets are used in the healthcare industry. Standards are used in industries and sectors across the world to document agreements on physica… Personnel data standards revisions occur throughout the year to reflect changes in human resource programs. These standards can be achieved by creating a data schema. 25. Removed the "Funding / sponsorship information" item from the extended list of Category-I data classification examples. Data quality management is defined as the business processes that ensure the integrity of an organization’s data during collection, application (including aggregation), warehousing, and analysis. This User’s Guide is intended to support the design, implementation, analysis, interpretation, and quality evaluation of registries created to increase understanding of patient outcomes. 2. Minimum data standards aid data providers, users, and publishers by providing a specification of what is required to unambiguously interpret experimental findings. Found inside – Page 554For example, the Grade 2 data standard in Fig.6 supports the principal work ... As another example, many geometry standards in elementary school deal with ... Descriptions based on standards are necessary for meaningful data interchange. Examples include your company contact information and browser cookie policy. Data standards frameworks are intended to allow components to be mixed and matched to serve a wide range of use cases and could be assembled to generate a dynamic or near infinite set of data standards packages. Cancel. In the context of health care, the term data standards encompasses methods, protocols, terminologies, and specifications for the collection, exchange, storage, and retrieval of information associated with health care applications, including medical records, medications, radiological images, payment and reimbursement, medical devices and monitoring systems, and administrative processes (Washington Publishing Company, 1998). We issue these revisions as changes in the Unincorporated Changes section of this manual's Appendix. Found inside – Page 130For example , a request for additional funds must occur in a context of the number of organizations to receive some portion of the money , their current ... Standards detail the language, concepts, rules, guidance or results that have been agreed. Metadata schemes are the overall structure for the metadata. Data Standards provide consistent meaning to data shared among different information systems, programs, and agencies throughout the product’s life cycle. Found inside – Page 73DATA ELEMENTS SERVICE API PORT STATES DATA SET MARITIME SERVICES O Examples ... DATA STANDARDS Examples : • Customs data • WCO data set UN / EDIFACT • Trade ... If the request is complicated and requires team discussion or input from other areas, then the request may be held until it can be discussed at the next Data Standards meeting. 45 CFR Parts 160, 162, and 164.This is an unofficial version that presents all the regulatory standards in one document. Data standardization is about making sure that data is internally consistent; that is, each data type has the same content and format. S COPE A. An common example is the Australian passport application form which currently captures only family name and given names. Found inside – Page 92... interagency coordination and major progress on health data interoperability standards . For example , the CDC's National Electronic Disease Surveillance ... Data standards are documented agreements on representation, format, definition, structuring, tagging, transmission, manipulation, use, and management of data. For comparability and interchange, data types must be … Found inside – Page 124NGSQ , System , 97–116 typographic style , 102–103 Example of system and ... See Data - standards for collecting , Data - standards for analyzing Research ... Data analysis tools are used to extract useful information from business data, and help make the data analysis process easier.. You’ll often hear the term data analytics in business, which is the science or discipline that encompasses the whole process of data management. A Data Quality Standard (or Data Standard) is a term used to describe a documented agreement on the representation, format, and definition for common data. Amazon. Vocabulary/Terminology Standards Standards are agreed-upon methods for connecting systems together. Standards are documented, reusable agreements that solve a specific set of problems or meet clearly defined needs. Depending on the purpose and products of a given open standard, some features are more relevant than others. For examples of data that fall under this standard, see . Data content standards are guidelines that instruct staff on how to input data into elements of the metadata scheme. Provide three examples of standards used to exchange medical information.Briefly describe each of the three standards you mentioned in question 2.What is the difference between semantic and platform interoperability?Match the […] Probably also a bit of translation for the global community: a title and an abst… Found inside – Page 100And, of direct concern for the Data Architecture is the initial understanding of what data and information are used in what ways in the enterprise. EXAMPLE ... pdf 94.04 KB. Found insideUse of available standards can substantially reduce the amount of documentation required in a DMP. For example, where standard data elements are used, ... Using standards makes data more usable to more than just the project or person … Sharing Clinical Research Data: Workshop Summary identifies barriers and challenges to sharing clinical research data, explores strategies to address these barriers and challenges, including identifying priority actions and "low-hanging ... It also demonstrated the lack of harmonization between provider (FHIR) and research (CDISC) standards. The definition of data literacy with examples. The use of standardized data enhances the interoperability among FSA Found inside – Page 283Standards may pertain to many types , for example , data standards , applications standards , and technology standards . The standardization of these ... Data Governance Committee: Typically, a data governance committee will be established as the main forum for approving data policies and data standards and handle escalated issues. Data models and data standards are related, yet they differ subtly. The Standards provide a series of screen shots and an explanation of the data elements required for state and federal reporting. Found inside – Page 93The message standard is often described as an XML schema, supplemented by ... Section 3 describes the major styles of data standards, along with examples. Although its short key length of 56 bits makes it too insecure for applications, it has been highly influential in the advancement of cryptography.. Data Transmission 4. Our list includes policy templates for acceptable use policy, data breach response policy, password protection policy and more. Found inside – Page 7... databases into large sources of data , development of new and expanded databases , and the development of data standards . Examples of the networks and ... Secure Sockets Layer (SSL) or Virtual Private Network (VPN) 4. The Data Documentation Initiative (DDI) is an international standard for describing the data produced by surveys and other observational methods in the social, behavioral, economic, and health sciences. All open standards share common features, for example being available for anyone to access, use or share. View Options. Public data— Data that can be freely disclosed to the public. Using standards makes data more usable to more than just the project or person … 24. Data Governance is the process, and procedure organizations use to manage, utilize, and protect their data. In order to share, exchange, and understand data, we must standardize the format of the data as well as document the metadata (specific information about the research data) both the descriptive meta data and the structural metadata.. In addition to a set of guidelines for data entry, software is available to correct or ensure consistency in entry. All of these standards are aimed at those working on data-related initiatives and projects or who have an interest in the acquisition, management, provision and subsequent dissemination of data. Added note in Scope section about personal data stored on a university IT resource. Examples of Data Architecture standards to aid in standards identification..These are not proposals but rather a list of standards in use in other Organizations. The official version of all federal regulations is published in the Code of Federal Regulations (CFR). What are 3 of the main functions of the HL7 Standard?Discuss the importance of standards for exchanging health care data. We have already covered the first four steps here: establishing policies, standards, and controls; creating a data taxonomy; assigning data ownership; and identifying critical data elements. Example 3. Microsoft. Found insidean associated data standard. Examples of enterprise CDEs include data elements used to uniquely identify customers, data elements used to derive values that ... Example of a student’s worksheet for learning from math mistakes . Since it is not possible to have representation from every department affected by Banner, me… Entering a new profile 3 b. Standards are agreed-upon methods for connecting systems together. Using a content standard ensures consistency in data entry. Identify specific types of data (data sets, standards, examples of those data) that can be redeveloped into Big Data tools and used to address the management of population health initiatives. For example, Industry Standards. Data Encryption Standards. Uploading. Found inside – Page 84CHAPTER SIX Beyond product design data: data standards for manufacturing ... Examples of industry standards include the disk operating system (DOS) for ... So you should specify the university, the faculty, the supervisor and the reviewer. Key Length: Minimum 128-bit 4 Address data standards. Found inside – Page 846XML data is one example as discussed in the previous section. Data standards exist is various forms for various purposes. Here are two common examples: ... Example 5. For example, a marketing person investigating the sales impact of different promotional campaigns who considers context … Information Technology (IT) Policies, Standards, and Procedures are based on ADOA-ASET strategies and framework. Standards also reduce the time spent cleaning and translating data. All data exchanges. For example, standards can : EX000001.1 1.3 Component and Referenced Data Standards The ESAR Data Standards is a suite of supporting component standards that are based on the business processes used by collectors of environmental data for project planning, sample collection or monitoring, analysis, and reporting results. The FDA Data Standards Council coordinates the evaluation, development, maintenance, and adoption of health and regulatory data standards to ensure that common data standards … Data Quality Standards can be enforced through data quality software. 23. Context The ability to analyze and communicate the context of data. The NIST COVID19-DATA repository is being made available to aid in meeting the White House Call to Action for the Nation’s artificial intelligence experts to develop new text and data mining techniques that can help the science community answer high … Found inside – Page 14Information exchange standards - Examples of information exchange standards are the electronic data interchange (EDI) and the simple object access protocol ... When applying the NCHS Data Data Modeling - gather data requirements and use design standards to help build data dictionaries; Data Standards - use a standard that includes a fully defined data structure; Data Templates - use a template for a predefined schema and data dictionary; Domains - include domains (reference lists, lookup tables) as part of the dictionary information B. Found inside – Page 1879The health data standards were linked by the data elements, code value sets and other ... Here is an example of data linkage based on the knowledge map. Found inside – Page 57With data quality the main focus is on data standards, which are agreements, rules, ... The NAICS codes can also be used as an example of reference data. If everyone uses a different standard, it can be very difficult to compare data to other data. Data Model Standards and Guidelines, Registration Policies and Procedures Overview Version: 3.2 1 6/2/2017 Section 1. For example, an endpoint storing Low Risk data but utilized to access a High-Risk application is designated as a High-Risk endpoint. Estimated amount of time to process a change request is usually within one week. Teaching students to examine data and goals . Every business should have a data retention policy (or, if necessary, policies). In this context, data can mean either all or a subset of a company’s digital and/or hard copy assets. — Examples of numbers in the correct format: — +44 (01329) 222800 +353 (1) 8537245 +1 (517) 853-1214 x111. For Cleansing “dirty data” is a common barrier encountered by scientists, taking 26% of data scientists’ on-the-job time (Anaconda, 2020). This provides a comprehensive framework of business principles, best practices, technical standards, migration, and implementation strategies that direct the design, deployment, and management of IT for the State of Arizona. Found inside – Page 60With such cases being typical examples of how data standards translate reality, it is clear that they should be viewed as substantive translations, ... It describes how the metadata is set up, and usually addresses standards for common components of metadata like dates, names, and places. Schema for contact info, for example, might include name, phone number, email, and place of work. The data standards would comply at a minimum, with any standards already mandated by OMB. The Minimum Information about a Flow Cytometry Experiment ( MIFlowCyt ) standard officially states the minimum information required to report flow cytometry (FCM) experiments. Wikipedia. fer these data easily and economically from one computer to another, despite the availability of the communications technologies to support such data exchange. The purpose of the Special Education Data Standards is to give Kentucky schools and districts a set of guidelines for entering data into the student information system. Found inside – Page 14Examples of both island types can be seen in figure 1. A simple island is a polygon that stands alone , totally surrounded by one other polygon and directly ... Overview 1.1. Introduction Data are principal Federal Student Aid (FSA) resources, which like other organizational resources, must be managed effectively. Found inside – Page 15The SDDS Guide 2005 will replace the 1996 provisional Guide to the Data Dissemination Standards (Module 1: The Special Data Dissemination Standard). A body of standards, including a glossary of terms (in other contexts these might be called properties, elements, fields, columns, attributes, or concepts) intended to facilitate the sharing of information about biological diversity by providing reference definitions, examples, and commentaries. Database consistency standards 3 c. Managing constituent names and salutations 5 d. Managing constituent contact preferences 5 Transaction Management 6 a. If the organization develops its own standards instead of adopting those provided by a vendor or used by an industry association, governance representatives, who are responsible for creating, reading, updating, and deleting patient demographic data, should be involved in standards development. Readers should always check the Unincorporated Changes section of the Appendix for any revisions that have occurred since the last Update. Geospatial Data Standards; Governance Standards; Linking and Matching Standards; Metadata Standards; Standardised Variable Standards = Statistical Unit Definition Standards; This page contains 10 examples of Data Standards that have been shortened and adapted for the website. Example 4. Metadata is often defined as data about data. In fact, defining what data means to an organization is one of the data governance best practices. Managing the quality and cost of co-morbid populations is one of the most challenging aspects of health leadership. PDS4 Examples - (.zip) Version 1 (1.13.0.0) Released in December, 2019, these examples correspond with Build 10a of PDS4. Museums use metadata standards to assist them with collections documentation, management and resource discovery. The data schema defines: Each entity that should be collected. Data quality plays a central role in developing effective performance management systems Data quality standards Validity Reliability Precision Integrity Timelines Overview 1.1. Example 6. Found inside – Page 205For example, CDs can be used to store not only music but computer data. This is done by using the Yellow Book physical standard but replacing the Red Book ... Like the data they describe, open data standards are generally developed “in the open”, meaning that anyone who is interested has a … These standards apply to all electronic data, including email, that is created, stored or transmitted by the Department of Corrections. … The Data Encryption Standard (DES / ˌ d iː ˌ iː ˈ ɛ s, d ɛ z /) is a symmetric-key algorithm for the encryption of digital data. Examples. The chief obstacle to achieving this capability has been the haphazard adoption of data standards for organizing, representing, and encoding clinical information so that the data can be understood and accepted by the receiving systems (Hammond, 2002). The standards serve as a guide to the DBA services offered and to specific approaches to supporting the database environment. A key component of metadata is the schema. To learn more, read our eBook: 4 Ways to Measure Data Quality. The Data Encryption Standard (DES / ˌ d iː ˌ iː ˈ ɛ s, d ɛ z /) is a symmetric-key algorithm for the encryption of digital data. Standards may pertain to security, data transport, data format or structure, or the meanings of codes or terms. Examples of data standards frameworks include the No. Data Architecture Principle: 1 Design the enterprise Data Architecture so it increases and facilitates the sharing of data … Building on the Institute of Medicine reports To Err Is Human and Crossing the Quality Chasm, Patient Safety puts forward a road map for the development and adoption of key health care data standards to support both information exchange and ... NCHS Data Presentation Standards for Proportions The Table summarizes the NCHS Data Presentation Standards for Proportions, and Appendix I shows the process used to implement the Standards. Standards make it easier to create, share, and integrate data by ensuring that the data are represented and interpreted correctly. Found inside – Page 27Data Representations — Continued Name Definition / Explanation Code 73 74 75 76 77 ... Examples : sickle cell disease , leukemia , hemophilia , etc With no ... The following versions of the dph_examples are available: Version 1 (1.14.0.0) Released in June, 2020, these examples correspond with Build 10b of PDS4. At the level of th… Found inside – Page iThis open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Introduction 3. ISO 8000 is an international standard for data quality. Data quality assurance is the process of data profiling to discover inconsistencies and other anomalies in the data, as well as performing data cleansing activities (e.g. removing outliers, missing data interpolation) to improve the data quality. Accuracy. Data Standards Systems Implementation Progress Measurement Matrix: a semi-annual report by system managers completed in READ which evaluates the implementation of applicable data standards in the systems under their control. Oh, and it’s written as part of your curriculum and verified by other people. For example, FHIR typically uses SNOMEDCT, while CDISC uses MEDRA. Reorganized content to match other standards documents. A: Data standards promote the consistent recording of information and are fundamental to the efficient exchange of information. Found inside – Page 14This has increased the strategic importance of data standards, data exchange utilities, and data management. HDF and netCDF are examples of current work in ... Some examples of these standards areas include: Metadata and metadata registries. To request a change/update to a validation form, complete the Data Standards Request and email the document to one of the Data Standards Co-Chairs. Found inside – Page 162Most significantly and by design, the new standard, known as S-100, is compatible with the ISO 19100 series of geographic data standards. Data standards are for person-level data collected in population-based health surveys, where subjects either self-report information or a knowledgeable proxy provides information about the subject or responds for all persons in a household. Encryption Type: Symmetric and Asymmetric 4. Found inside – Page 69Freight-related data refer to the various types of data that can be ... Examples of data standards that pertain to freight information include the ... Depending on the size and structure of your organization there may be sub fora for each data domain (eg customer, vendor, product, employee). Example of a student’s worksheet for reflecting on strengths and weaknesses . Available. Found insideBox 3.6 Examples of Centralized Data System Structures Fiji implemented a centralized ... An EMIS comprises three systemic features: data standards, ... These are free to use and fully customizable to your company's IT security practices. Accuracy is the degree to which data correctly reflects the real world object OR an event … Found inside – Page 1328.1 Sample decision process flow for standards utilization fidentiality ... Public Health Data Standards Consortium [10] Standards categories Examples Data ... Data quality solutions can help improve your score and ensure your data is accurate, consistent and complete for confident business decisions. Standard approved by the SDC on October 1, 2016 and received final approval by the American National Standards Institute (ANSI) on January 3, 2017. Data standards are the rules by which data are described or documented. Industry standards for processes, products, services, practices and integration. Standards may pertain to security, data transport, data format or structure, or the meanings of codes or terms. A basic set of database administration standards should be established to ensure the ongoing success of the DBA function. Data Policies and Procedures Manual Table of Contents Purpose of the Data Policies 3 Profile Management 3 a. A good example of metadata is For example, suppose you and your friend went to different universities. 10 Best Healthcare Data Sets (Examples) Healthcare data sets include a vast amount of medical data, various measurements, financial data, statistical data, demographics of specific populations, and insurance data, to name just a few, gathered from various healthcare data sources. The simplest scheme is three-level classification: 1. Overview. SANS has developed a set of information security policy templates. If everyone uses a different standard, it can be very difficult to compare data to other data. Found inside – Page 149The use of common data standards for messaging and data exchange predates the internet. A prime example of this is the usage of electronic data interchange ... Overview of Component Data Standards Std. and establishes standards for appropriate handling of electronic data according to its classification. A descriptive, cross-sectional study was performed to measure the awareness, use, and validity of the minimum content recommended in the American Society for Testing and Materials (ASTM) Third Party add-ons to support Data Standards. Internal data— Data that has low security requirements but is not meant for public disclosure, like marketing research. Version 1.2. Found inside – Page 145FIGURE 6.7 Advanced data collection tools. • Personalized Patient Care: This tool ... Some of the examples of health data standards are listed in Table 6.5. We have already covered the first four steps here: establishing policies, standards, and controls; creating a data taxonomy; assigning data ownership; and identifying critical data elements. Establishing Data Collection Standards is Step 5 in this plan. Health Data Standards Challenges and Possible Solutions to Them Example of a rubric for evaluating five-paragraph essays . Data Standards Request Process. A data standards framework is a flexible or comprehensive system of reusable data standards components. Found inside – Page 46Progress has been faster for administrative health data standards than for clinical health data standards . For example , these data may be required for ... The use of standardized data enhances the interoperability among FSA Identify specific types of data (data sets, standards, examples of those data) that can be redeveloped into Big Data tools and used to address the management of population health initiatives. It consists of a title, abstract, the thesis itself and a bibliography. Found inside – Page 66117.1 Graphs of Data Standards Organize data using stem-and-leaf plots. ... EXAMPLE 1 Making a Stem-and-Leaf Plot Make a stem-and-leaf plot of the lengths ... Standards are used when it’s important to be consistent, be able to repeat processes, make comparisons, or reach a shared understanding. Health data standards serve many purposes such as the universal identification of medicines or the international exchange of medical data. It contains a standard list of part types and categories, such as “piston” for example. , email, that is created, stored or transmitted by the data standards components sharing and address... Gdpr Step 5 in this context, data breach response policy, data format or structure or! Standards already mandated by OMB and integration Management 3 a elements that rely on terminologies ( Hammond 2002... Cfr ) an abst… Overview '' is the state code for Alabama complete the data schema:... The next entity that should be collected different universities original title, or the of! Your endpoint provided to accelerate the creation and adoption of data standards.... Purpose and products use or not use abbreviations supporting the database environment of electronic data according to its classification important. Data about data. sets and other such as the universal identification of medicines or the of. An example of a Student ’ s thesis that you have to write at the level of Risk, outlined! Resource discovery Risk data but utilized to access a High-Risk application is designated as a to. Described or documented explanation of the HL7 standard? Discuss the importance of standards 1879The health data across! That rely on terminologies ( Hammond, 2002 ) staff on how to compose an original title,,... Of Contents purpose of the main functions of the metadata scheme, include! Consistent meaning to data shared among different information systems, programs, and integrate data ensuring. Health data standards frameworks include the Think of a Master ’ s worksheet data standards examples learning from math.... From one organization data standards examples the DBA services offered and to specific approaches to supporting the database environment probably a. Category-I data classification examples standards were linked by the data standards were linked by the data quality can! Project illustrated how existing standards for provider and research ( CDISC ) standards Page 205For example, you. Personal data stored on a university it resource information and browser cookie policy meant for public disclosure like... Fhir typically uses SNOMEDCT, while CDISC uses MEDRA a change request usually. To store not only music but computer data. reusable agreements that a!, currency, or the meanings of codes or terms code of federal regulations ( CFR ) and ’... Or documented … standards are guidelines that instruct staff on how to Establish Collection! To analyze and communicate the context of data that has low security requirements but is meant! About data. and it ’ s written as part of your curriculum and by! A structure for the metadata standards exist is various forms for various purposes transmitted by the Department Corrections. The thesis itself and a bibliography also demonstrated the lack of harmonization between provider ( )! Using a content standard may instruct on how to Establish data Collection standards [ Step. Into how data sets are used in the healthcare industry with any standards already mandated by OMB stored! Depending on the purpose and products of a Student ’ s digital and/or hard copy assets the standards. Resources, must be managed effectively to how regulatory materials are submitted electronically to FDA data enhances the among! And establishes standards for everything, from how blood pressure is collected to data standards examples regulatory materials are submitted electronically FDA..., missing data interpolation ) to improve the data quality important Figure 1 state code for Alabama is! Examples of health leadership download how to compose an original title, or the meanings codes! Hemophilia, etc with no s thesis that you have to write at the university fully to., we grouped standards according to a validation form, complete the data Co-Chairs... In Scope section about personal data stored on a university it resource issue these revisions as in. Can be seen in Figure 1 clinical and nonclinical study data standards framework is a formal representation! Ensure your data is accurate, consistent and complete for confident business decisions populations is one of the data represented. An object and its associated attributes low Risk data but utilized to,... Two examples of data structure standards are represented and interpreted correctly the official of. A free scorecard to assess your own data quality Master ’ s thesis that you have to write at level! What data means to an organization is one of the data standards are documented, agreements! 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Be defined as `` structured data about data. products of a company ’ look... Through it download a free scorecard to assess your own data quality Figure... Into elements of the data standards revisions occur throughout the product ’ s as... Standards for the global community: a title and an abst… Overview and! And complete for confident business decisions, abstract, the supervisor and the reviewer sans has a!, managing, sharing and releasing address data. NCHS data data standards are,... Or documented island data standards examples can be enforced through data quality and salutations 5 d. managing constituent and. Coordination and major progress on health data standards provide a comprehensive study of all federal regulations is published the. And fully customizable to your company 's it security practices study data data standards examples CDISC uses MEDRA:... Cdisc ) standards series of screen shots and an explanation of the metadata or... Scope section about personal data stored on a university it data standards examples information according to a set guidelines! Describe a standard way to exchange clinical and nonclinical study data., including,... The last Update c. managing constituent contact preferences 5 Transaction Management 6 a the code of federal regulations CFR! Precision Integrity Timeliness Contents Why is data quality names ( a structure for the global community: a,! Structure, or how to Establish data Collection tools public data— data that can be freely disclosed to the services... Is the process, and agencies throughout the year to reflect changes in human resource programs features! Electronic data, including email, that is created, stored or by... Section of this chapter to provide a comprehensive study of all spatial data standards in one document is a or... Score and ensure your data is accurate, consistent and complete for confident business.! Data Governance is the process, and it ’ s life cycle documentation, Management and resource.. Revisions occur throughout the product ’ s look into how data sets are used in Table. 27Data Representations — Continued name definition / explanation code 73 74 75 76 77 is a flexible or comprehensive of...
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