Details of 'DTR/DATA-00104180' Work Item

	Work Item Reference	ETSI Doc. Number	STF	Technical Body in Charge		Standard Not Ready For Download
	DTR/DATA-00104180	TR 104 180		DATA
	Current Status (Click to View Full Schedule)	Latest Version	Cover Date	Standstill		Creation Date
	Final draft registered by ETSI Secretariat (2026-04-20)	0.0.12 Draft		View Standstill Information		2025-04-11
	Rapporteur	Technical Officer		Harmonised Standard
	JaeSeung Song	Antoine Mouquet		No
Title	Data Solutions (DATA); Development and identification of Data Quality Metrics DATA Quality Metrics (WG INFO)
Scope and Field of Application	This work item aims to develop and identify quality metrics for data for future standardisation. It focuses on identifying key properties of data quality including trustworthiness (e.g., completeness, accuracy, bias, reliability, redundancy, source reliability, and integrity) and formulating standardised methods to assess these properties.This work item refers developed standard specifications related to data quality and collaborates with standards bodies & groups working on data, security, and AI trustworthiness (e.g., ETSI TC SAI, JTC 21).
Supporting Organizations	NEC Europe Ltd, TELEFONICA S.A., TELECOM ITALIA S.p.A., CNIT, Sejong University, HUAWEI TECH. GmbH, Tongji University, EGM, InterDigital, Europe, Ltd.

	Keywords	Projects	Clusters	Frequencies	Mandates	Directives
	AI DATA QUALITY trust		Connecting Things
Official Journal
Remarks	2026-04-20 mouqueta Final draft proposal in contribution DATA(26)000040r1 was Accepted by 0.0.12 2026-04-20 mouqueta Draft contributed - V 0.0.12 contributed for Decision in DATA(26)000040r1 as Final draft 2026-04-20 mouqueta A new draft is uploaded - V 0.0.12 with status: Final draft for approval - with comment: Final draft after RC comments 2026-04-20 mouqueta Final draft proposal in contribution DATA(26)000040 was Noted by DATA (see RC DATA(26)DEC031) 2026-03-18 songjjaese Draft contributed - V 0.0.11 contributed for Decision in DATA(26)000040 as Final draft 2026-03-18   A new draft is uploaded - V 0.0.11 with status: Final draft for approval - with comment: Prepared a final draft for approval 2026-03-18   A new draft is uploaded - V 0.0.10 with status: Stable draft - with comment: editHelp done 2026-02-20 mouqueta Stable draft proposal in contribution DATA(26)004025 was Noted by DATA 2026-01-29 mouqueta Status updated - V 0.0.9 with status: Stable draft - with comment: DATA_4 agreed to move this draft from early to stable draft 2026-01-23 songjjaese Draft contributed - V 0.0.9 contributed for Decision in DATA(26)004025 as Early draft 2026-01-23   A new draft is uploaded - V 0.0.9 with status: Early draft - with comment: This version incorporates all the contents agreed in the previous meeting (executive summary, conclusions, removed editor's note). 2026-01-23 songjjaese Draft contributed - V 0.0.8 contributed for Decision in DATA(26)000020 as Early draft 2026-01-23   A new draft is uploaded - V 0.0.8 with status: Early draft - with comment: This version contains a new chapter describing how defined quality metrics can be applied to real dataset. 2025-11-26 songjjaese Draft contributed - V 0.0.7 contributed for Decision in DATA(25)000181 as Early draft 2025-11-26   A new draft is uploaded - V 0.0.7 with status: Early draft - with comment: Updated draft with new properties such as confidentiality, Bias. 2025-11-26 songjjaese Draft contributed - V 0.0.6 contributed for Decision in DATA(25)000179 as Early draft 2025-11-26   A new draft is uploaded - V 0.0.6 with status: Early draft - with comment: Contain new properties. 2025-10-29 mouqueta Early draft proposal in contribution DATA(25)000134 was Noted by DATA 2025-10-17 songjjaese Draft contributed - V 0.0.5 contributed for Decision in DATA(25)000134 as Early draft 2025-10-15   A new draft is uploaded - V 0.0.5 with status: Early draft - with comment: This version is prepared based on the input contribution - Data(25)000132R1 New data properties on precision, uniqueness and availability. 2025-10-14   A new draft is uploaded - V 0.0.4 with status: Early draft - with comment: A new draft is uploaded - V 0.0.4 with status: Early draft - with comment: Update draft v0.0.4 based on the discussion on - DATA(25)000123 New data properties on timeliness, c... 2025-09-20   A new draft is uploaded - V 0.0.3 with status: Early draft - with comment: Update draft v0.0.3 based on the discussion on - DATA(25)000119 New data properties on redundancy, reliability, and accuracy 2025-07-07 mouqueta Early draft proposal in contribution DATA(25)002043 was Noted by DATA 2025-07-01 songjjaese Draft contributed - V 0.0.1 contributed for Decision in DATA(25)002043 as Early draft 2025-07-01   A new draft is uploaded - V 0.0.2 with status: Early draft - with comment: Interim early draft of TR 104 180 v0.0.2 "Data Quality Metrics" 2025-07-01   A new draft is uploaded - V 0.0.1 with status: Early draft - with comment: Early draft of TR 104 180 v0.0.1 2025-04-30 Antoine Mouquet Work item adopted DATA, see contribution DATA(25)000036r3 2025-04-17 mouqueta WI proposed to TB DATA, see contribution DATA(25)000036r3 2025-04-16 songjjae WI proposed to TB DATA, see contribution DATA(25)000036r2 2025-04-16 songjjae WI proposed to TB DATA, see contribution DATA(25)000036r1 2025-04-11 songjjae WI proposed to TB DATA, see contribution DATA(25)000036