The Index · Data quality

Data quality

'Data quality' / 'validation' — catching bad data before it reaches a decision. tashan measures 10 capabilities for this work. Ranked on upkeep, freshness and real adoption, every input public. How we measure ›

#CapabilitytashanEvidenceHealth
1
Orchestra primary plugin deep
50
9 ★active
2
Whodb primary plugin solid
73
5k ★active
3
Fiftyone primary plugin solid
61
37 ★active
4
Akf primary plugin solid
50
13 ★active
5
Hubspot Admin primary plugin solid
50
56 ★active
6
Alation primary plugin solid
48
6 ★active
7
Monte Carlo Agent Toolkit primary plugin
60
90 ★active
8
Atlan primary plugin thin
58
32 ★active
9
Knowledge Catalog primary plugin ✓ Google thin
58
25 ★active
10
Icedq supporting npm
59
205/wkactive

Who does this work

O*NET records this as a core process step for 21 occupations, including Billing and Posting Clerks, Bookkeeping, Accounting, and Auditing Clerks, Court, Municipal, and License Clerks, Data Entry Keyers, Editors, Film and Video Editors, Gambling Cage Workers, Hotel, Motel, and Resort Desk Clerks, Insurance Claims and Policy Processing Clerks, Interpreters and Translators and others.

Recorded there as: "Verify accuracy of data" / "Verify accuracy of financial or transactional data". We publish it under the name practitioners use.

Recently changed in Data quality

1 change recorded here in the last 45 days, newest and most serious first.

This page cannot know what you run. tashan doctor reads your own config and names which of these you have — Pro adds the history behind each, and what to move to.
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Other work

Agent configurationAgent developmentAnimation and generated imageryApplication developmentAttributionAudio productionAuditBookkeepingBrowser automationCAD modellingCareer developmentCode reviewContent marketingContract reviewCopy editingCopywritingCustomer supportDashboards and reportingData pipelinesDatabase accessDebuggingDesign critiqueDocument productionExploratory data analysisFinancial modellingHardware designIncident responseInfrastructure and deploymentKnowledge managementLiterature reviewLogistics and fulfilmentML engineeringMarket analysisMessaging and emailModel evaluationObservabilityPRDs and specsPerformance optimisationProcess automationProduct strategyProject managementPrompt engineeringQuery optimisationRecruiting and hiringRegulatory complianceRetrieval systemsRisk assessmentSEOSales pipelineScientific researchSecurity reviewSoftware architectureStatistical modellingTechnical documentationTest automationTraining materialUser researchVersion controlVideo editingVisual designWeb developmentWeb researchWeb scraping

Occupational data from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration, used under CC BY 4.0. tashan consolidated its process steps into the terms practitioners use; O*NET does not endorse this site.

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tashan Pro$6/mo

1 change across Data quality in the last 45 days. A new advisory, an install script appearing, a maintainer leaving. All listed free above. Pro keeps the series behind each row, so a number today comes with a direction.

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