@prefix edu: <https://knobit.org/def/> .
@prefix dcterms: <http://purl.org/dc/terms/> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix schema: <https://schema.org/> .

# Generated by knobit-development/export_knobits.py from the register; do not edit.
# Conforms to LCG-KNOBIT 0.1. Metamodel: bitbucket.org/reffa/ontology, metamodel/

<https://knobit.org/id/register/dw-bi> a schema:Dataset ;
    dcterms:identifier "SCOPE-1" ;
    dcterms:title "Data warehousing and business intelligence (DAMA-DMBOK2)"@en ;
    dcterms:description "Recognising and repairing defects in DW/BI deliverables - requirements, metric definitions, bus matrix, population and reconciliation, report specifications - and explaining every difference between two numbers with the same name in numbers: the competence the dw-bi skill applies, and that skill-tests assesses."@en ;
    skos:note "domain: Data management, data warehousing and business intelligence (DAMA-DMBOK2 chapter 11)"@en ;
    skos:note "level: CDMP Practitioner: the Data Warehousing and Business Intelligence specialist exam (DAMA International)"@en ;
    skos:note "audience: BI architects and analysts, metric owners, and AI models assessed by skill-tests"@en ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    schema:license <https://creativecommons.org/licenses/by/4.0/> ;
    dcterms:rights "Copyright 2026 Peep Küngas. Licensed under CC BY 4.0." ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-101> a edu:Knobit ;
    dcterms:identifier "W-101" ;
    rdfs:label "Recognises a report request with no decision"@en ;
    skos:prefLabel "Recognises a report request with no decision"@en ;
    skos:altLabel "Report with no decision"@en ;
    skos:definition "A request with nothing it informs."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "BI request informing no decision"@en ;
    edu:expectedResult "The request and the decision to ask for"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BQ-001 \"a dashboard of arrears\" Acceptable: The collections allocation decision it supports"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Review checklist 01-bi-requirements, row 1 (DMBOK; Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-151> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-102> a edu:Knobit ;
    dcterms:identifier "W-102" ;
    rdfs:label "Recognises a BI question the data cannot answer"@en ;
    skos:prefLabel "Recognises a BI question the data cannot answer"@en ;
    skos:altLabel "Question the data cannot answer"@en ;
    skos:definition "A measure or dimension no source holds."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "question needing data no source holds"@en ;
    edu:expectedResult "The missing data and a feasible restatement"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BQ-004 \"why customers leave\" - no reason captured anywhere Acceptable: Restated to what is captured, or a data gap raised"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Review checklist 01-bi-requirements, row 2 (29148 (feasible))"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-152> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-103> a edu:Knobit ;
    dcterms:identifier "W-103" ;
    rdfs:label "Recognises a grain coarser than the question"@en ;
    skos:prefLabel "Recognises a grain coarser than the question"@en ;
    skos:altLabel "Grain coarser than the question"@en ;
    skos:definition "Aggregated data for a finer decision."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "aggregated data for a finer decision"@en ;
    edu:expectedResult "The grain the question needs"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BQ-002 branch decisions from monthly region totals Acceptable: Loan-level, daily"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Review checklist 01-bi-requirements, row 3 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-152> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-104> a edu:Knobit ;
    dcterms:identifier "W-104" ;
    rdfs:label "Recognises timeliness the sources cannot meet"@en ;
    skos:prefLabel "Recognises timeliness the sources cannot meet"@en ;
    skos:altLabel "Timeliness the sources cannot meet"@en ;
    skos:definition "Freshness tighter than the source refresh."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "freshness tighter than the source refresh"@en ;
    edu:expectedResult "The gap against the refresh"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BQ-003 intraday arrears; the loan system loads nightly Acceptable: Next morning, or a real-time feed proposed"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Review checklist 01-bi-requirements, row 4 (29148 (feasible))"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-152> ;
    edu:followedBy <https://knobit.org/id/knobit/W-132> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-105> a edu:Knobit ;
    dcterms:identifier "W-105" ;
    rdfs:label "Recognises an existing report requested under a new name"@en ;
    skos:prefLabel "Recognises an existing report requested under a new name"@en ;
    skos:altLabel "Existing report under a new name"@en ;
    skos:definition "A request duplicating an inventory report."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "request duplicating an inventory report"@en ;
    edu:expectedResult "The existing report and a change request"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BQ-005 \"Branch delinquency view\" = RP-07 Arrears by branch Acceptable: Change request to RP-07"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Review checklist 01-bi-requirements, row 5 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-151> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-106> a edu:Knobit ;
    dcterms:identifier "W-106" ;
    rdfs:label "Recognises a chart requested instead of a question"@en ;
    skos:prefLabel "Recognises a chart requested instead of a question"@en ;
    skos:altLabel "Chart instead of a question"@en ;
    skos:definition "A requirement that is a visual."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "requirement stated as a visual"@en ;
    edu:expectedResult "The question behind the chart"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BQ-006 \"red/amber/green pie chart\" Acceptable: The question and decision; chart chosen in stage 5"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Review checklist 01-bi-requirements, row 6 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-151> ;
    edu:followedBy <https://knobit.org/id/knobit/W-131> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-107> a edu:Knobit ;
    dcterms:identifier "W-107" ;
    rdfs:label "Recognises a BI requirement with no audience"@en ;
    skos:prefLabel "Recognises a BI requirement with no audience"@en ;
    skos:altLabel "No audience"@en ;
    skos:definition "Nobody named as user."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "requirement without a named user"@en ;
    edu:expectedResult "The audience"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BQ-007 `audience: null` Acceptable: Named role"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Review checklist 01-bi-requirements, row 7 (29148)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-151> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-108> a edu:Knobit ;
    dcterms:identifier "W-108" ;
    rdfs:label "Recognises history beyond what the sources keep"@en ;
    skos:prefLabel "Recognises history beyond what the sources keep"@en ;
    skos:altLabel "History beyond what sources keep"@en ;
    skos:definition "History depth longer than retention."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "history depth longer than source retention"@en ;
    edu:expectedResult "The history available or an archive source"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BQ-008 10 years of card transactions; source keeps 3 Acceptable: 3 years, or an archive source named"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Review checklist 01-bi-requirements, row 8 (29148 (feasible))"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-152> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-131> a edu:Knobit ;
    dcterms:identifier "W-131" ;
    rdfs:label "Restates a BI request as a decision and a question"@en ;
    skos:prefLabel "Restates a BI request as a decision and a question"@en ;
    skos:definition "The decision it informs, the audience and the business question, with measures and dimensions"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Restates"@en ;
    edu:targetObject "BI request stated as a report or chart"@en ;
    edu:expectedResult "The decision it informs, the audience and the business question, with measures and dimensions"@en ;
    edu:assessmentCriterion "The restatement names a decision someone takes and a question data can answer"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Graded on its own by dwbi-requirements"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-151> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-132> a edu:Knobit ;
    dcterms:identifier "W-132" ;
    rdfs:label "Raises a timeliness gap against the source refresh"@en ;
    skos:prefLabel "Raises a timeliness gap against the source refresh"@en ;
    skos:definition "The gap stated against the source refresh with options (accept next-morning data, a real-time feed)"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Raises"@en ;
    edu:targetObject "timeliness requirement"@en ;
    edu:expectedResult "The gap stated against the source refresh with options (accept next-morning data, a real-time feed)"@en ;
    edu:assessmentCriterion "The requirement is not accepted as feasible when the sources cannot deliver it"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Graded on its own by dwbi-requirements"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-152> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/G-532> a edu:Knobit ;
    dcterms:identifier "W-133" ;
    rdfs:label "Raises a decision for its owner instead of taking it"@en ;
    skos:prefLabel "Raises a decision for its owner instead of taking it"@en ;
    skos:definition "An open question to the holder of the decision right, with a proposal marked as such"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedAiEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Raises"@en ;
    edu:targetObject "decision that belongs to another role"@en ;
    edu:expectedResult "An open question to the holder of the decision right, with a proposal marked as such"@en ;
    edu:assessmentCriterion "No business decision is invented for the requester"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending BI requests (dwbi-requirements)"@en ;
    dcterms:source "Graded on its own by dwbi-requirements"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-151> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-151> a edu:Knobit ;
    dcterms:identifier "W-151" ;
    rdfs:label "Explains BI requirements gathering"@en ;
    skos:prefLabel "Explains BI requirements gathering"@en ;
    skos:definition "Requirements stated as decisions, audiences and business questions, then measures, dimensions, grain, timeliness and history (DMBOK2 ch. 11; Kimball, The Data Warehouse Toolkit)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "decision-based BI requirement"@en ;
    edu:expectedResult "Requirements stated as decisions, audiences and business questions, then measures, dimensions, grain, timeliness and history (DMBOK2 ch. 11; Kimball, The Data Warehouse Toolkit)."@en ;
    edu:assessmentCriterion "Answers a written question on the decision-based BI requirement correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 1 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-152> a edu:Knobit ;
    dcterms:identifier "W-152" ;
    rdfs:label "Explains the feasibility of BI requirements against sources"@en ;
    skos:prefLabel "Explains the feasibility of BI requirements against sources"@en ;
    skos:definition "What the sources can deliver: the data they capture, their grain, refresh times and retention (ISO/IEC/IEEE 29148 feasibility)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "BI requirement feasibility"@en ;
    edu:expectedResult "What the sources can deliver: the data they capture, their grain, refresh times and retention (ISO/IEC/IEEE 29148 feasibility)."@en ;
    edu:assessmentCriterion "Answers a written question on the BI requirement feasibility correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 1 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-201> a edu:Knobit ;
    dcterms:identifier "W-201" ;
    rdfs:label "Recognises a ratio over mismatched populations"@en ;
    skos:prefLabel "Recognises a ratio over mismatched populations"@en ;
    skos:altLabel "Numerator and denominator from different populations"@en ;
    skos:definition "The numerator counts items the denominator excludes, or the reverse."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "numerator and denominator over different populations"@en ;
    edu:expectedResult "Both over the same population in scope"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-002 NPL: numerator all loans 90+ dpd, denominator performing retail loans only Acceptable: Both over the same loans in scope"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 1 (11179; DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-251> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-202> a edu:Knobit ;
    dcterms:identifier "W-202" ;
    rdfs:label "Recognises point in time and period confused"@en ;
    skos:prefLabel "Recognises point in time and period confused"@en ;
    skos:altLabel "Point in time and period confused"@en ;
    skos:definition "A balance metric without its time semantics, or mixing them."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "balance metric with wrong or unstated time semantics"@en ;
    edu:expectedResult "The time semantics the metric means"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-001 NPL uses quarter-average balances for \"NPL at quarter-end\" Acceptable: Quarter-end balances, stated"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 2 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-251> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-203> a edu:Knobit ;
    dcterms:identifier "W-203" ;
    rdfs:label "Recognises a semi-additive balance summed over time"@en ;
    skos:prefLabel "Recognises a semi-additive balance summed over time"@en ;
    skos:altLabel "Semi-additive balance summed over time"@en ;
    skos:definition "Balances added across days or months."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "balances added across days or months"@en ;
    edu:expectedResult "An average or period-end balance"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-004 \"deposit balance Q3\" = sum of three month-end balances Acceptable: Average of daily balances, or period-end"@en ;
    edu:assessmentMethod "Review of the stage 2 eval project (reffa/skills, dw-bi/evals)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 3 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-252> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-204> a edu:Knobit ;
    dcterms:identifier "W-204" ;
    rdfs:label "Recognises a currency conversion without a rate date"@en ;
    skos:prefLabel "Recognises a currency conversion without a rate date"@en ;
    skos:altLabel "No currency conversion date"@en ;
    skos:definition "Foreign-currency amounts converted with no stated rate date."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "foreign amounts converted at an unstated rate"@en ;
    edu:expectedResult "The rate source and date"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-001 \"converted to EUR\" Acceptable: ECB reference rate at the as-of date"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 4 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-1902> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-205> a edu:Knobit ;
    dcterms:identifier "W-205" ;
    rdfs:label "Recognises a ratio averaged across segments"@en ;
    skos:prefLabel "Recognises a ratio averaged across segments"@en ;
    skos:altLabel "Ratio averaged across segments"@en ;
    skos:definition "Segment ratios averaged instead of recomputed."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "segment ratios averaged instead of recomputed"@en ;
    edu:expectedResult "The ratio recomputed from summed parts"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-002 total NPL = mean of segment NPL ratios Acceptable: Sum of NPL / sum of loans"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 5 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-252> ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/Q-1901> ;
    edu:followedBy <https://knobit.org/id/knobit/W-232> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-206> a edu:Knobit ;
    dcterms:identifier "W-206" ;
    rdfs:label "Recognises two definitions of one KPI"@en ;
    skos:prefLabel "Recognises two definitions of one KPI"@en ;
    skos:altLabel "Two definitions of one KPI"@en ;
    skos:definition "One name, two formulas."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "one KPI name with two formulas"@en ;
    edu:expectedResult "One definition, the other renamed"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-001 and KP-002 both \"NPL ratio\" Acceptable: One definition; the other renamed or retired"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 6 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-251> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-207> a edu:Knobit ;
    dcterms:identifier "W-207" ;
    rdfs:label "Recognises a management KPI under a regulatory name"@en ;
    skos:prefLabel "Recognises a management KPI under a regulatory name"@en ;
    skos:altLabel "Management KPI under a regulatory name"@en ;
    skos:definition "Shares the name, not the definition."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "KPI sharing a regulatory name but not its definition"@en ;
    edu:expectedResult "Agreement with the regulatory definition or a new name"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-002 excludes forborne exposures that are non-performing under EBA Acceptable: Agrees with EBA or renamed"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 7 (EBA)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-253> ;
    edu:followedBy <https://knobit.org/id/knobit/W-233> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-208> a edu:Knobit ;
    dcterms:identifier "W-208" ;
    rdfs:label "Recognises a metric with no owner"@en ;
    skos:prefLabel "Recognises a metric with no owner"@en ;
    skos:altLabel "Metric with no owner"@en ;
    skos:definition "Nobody approves the definition."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "metric definition nobody approves"@en ;
    edu:expectedResult "The owner"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-005 `owner: null` Acceptable: Owner named"@en ;
    edu:assessmentMethod "Review of the stage 2 eval project (reffa/skills, dw-bi/evals)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 8 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-251> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-209> a edu:Knobit ;
    dcterms:identifier "W-209" ;
    rdfs:label "Recognises a period rate not annualised"@en ;
    skos:prefLabel "Recognises a period rate not annualised"@en ;
    skos:altLabel "Period rate not annualised"@en ;
    skos:definition "A rate over a quarter shown as annual."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "quarterly rate shown as annual"@en ;
    edu:expectedResult "The annualisation"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: KP-003 NIM = Q3 net interest income / average assets, labelled \"%\" Acceptable: Annualised (× 4, or by days) and stated"@en ;
    edu:assessmentMethod "Review of the stage 2 eval project (reffa/skills, dw-bi/evals)"@en ;
    dcterms:source "Review checklist 02-metric-definitions, row 9 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-1903> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-231> a edu:Knobit ;
    dcterms:identifier "W-231" ;
    rdfs:label "Reconciles two values of one KPI into quantified effects"@en ;
    skos:prefLabel "Reconciles two values of one KPI into quantified effects"@en ;
    skos:definition "A walk from one value to the other through named effects (population, aggregation, time, currency), each computed from the data in percentage points"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Reconciles"@en ;
    edu:targetObject "two values of one KPI"@en ;
    edu:expectedResult "A walk from one value to the other through named effects (population, aggregation, time, currency), each computed from the data in percentage points"@en ;
    edu:assessmentCriterion "The effects sum to the difference and each is computed, not asserted"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Graded on its own by dwbi-metric-definitions"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-251> ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-252> ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-253> ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/K12-3022> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-232> a edu:Knobit ;
    dcterms:identifier "W-232" ;
    rdfs:label "Recomputes a ratio from summed numerators and denominators"@en ;
    skos:prefLabel "Recomputes a ratio from summed numerators and denominators"@en ;
    skos:definition "The total ratio from the summed numerator over the summed denominator"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recomputes"@en ;
    edu:targetObject "ratio across segments"@en ;
    edu:expectedResult "The total ratio from the summed numerator over the summed denominator"@en ;
    edu:assessmentCriterion "No ratio is averaged"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Graded on its own by dwbi-metric-definitions"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-252> ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/Q-1901> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-233> a edu:Knobit ;
    dcterms:identifier "W-233" ;
    rdfs:label "Aligns a KPI with its regulatory definition"@en ;
    skos:prefLabel "Aligns a KPI with its regulatory definition"@en ;
    skos:definition "The definition brought in line with the quoted regulatory one (e.g. non-performing forborne exposures included)"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Aligns"@en ;
    edu:targetObject "KPI with a regulatory name"@en ;
    edu:expectedResult "The definition brought in line with the quoted regulatory one (e.g. non-performing forborne exposures included)"@en ;
    edu:assessmentCriterion "Every exposure the regulation counts is counted"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Graded on its own by dwbi-metric-definitions"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-253> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-234> a edu:Knobit ;
    dcterms:identifier "W-234" ;
    rdfs:label "Uses a regulatory definition only as quoted"@en ;
    skos:prefLabel "Uses a regulatory definition only as quoted"@en ;
    skos:definition "The definition and thresholds from the quoted text, none invented"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Uses"@en ;
    edu:targetObject "regulatory definition"@en ;
    edu:expectedResult "The definition and thresholds from the quoted text, none invented"@en ;
    edu:assessmentCriterion "No threshold appears that the quote lacks"@en ;
    edu:assessmentMethod "skill-tests task: Two NPL ratios for one quarter (dwbi-metric-definitions)"@en ;
    dcterms:source "Graded on its own by dwbi-metric-definitions"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-253> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-251> a edu:Knobit ;
    dcterms:identifier "W-251" ;
    rdfs:label "Explains the components of a metric definition"@en ;
    skos:prefLabel "Explains the components of a metric definition"@en ;
    skos:definition "Numerator and denominator each with its population, time semantics (point in time, period sum, period average), currency, rounding and owner (DMBOK2 ch. 11; ISO/IEC 11179-4)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "metric definition"@en ;
    edu:expectedResult "Numerator and denominator each with its population, time semantics (point in time, period sum, period average), currency, rounding and owner (DMBOK2 ch. 11; ISO/IEC 11179-4)."@en ;
    edu:assessmentCriterion "Answers a written question on the metric definition correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 2 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-252> a edu:Knobit ;
    dcterms:identifier "W-252" ;
    rdfs:label "Explains additivity of facts"@en ;
    skos:prefLabel "Explains additivity of facts"@en ;
    skos:definition "Additive, semi-additive (balances, not across time) and non-additive (ratios, recomputed from parts) facts (Kimball and Ross 2013)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "fact additivity"@en ;
    edu:expectedResult "Additive, semi-additive (balances, not across time) and non-additive (ratios, recomputed from parts) facts (Kimball and Ross 2013)."@en ;
    edu:assessmentCriterion "Answers a written question on the fact additivity correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 2 reference and review checklist rest on"@en ;
    edu:dependsOnKnobit <https://knobit.org/id/knobit/Q-1901> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-253> a edu:Knobit ;
    dcterms:identifier "W-253" ;
    rdfs:label "Explains the EBA definition of non-performing exposures"@en ;
    skos:prefLabel "Explains the EBA definition of non-performing exposures"@en ;
    skos:definition "Exposures 90 days past due or unlikely to pay, including non-performing forborne exposures (Implementing Regulation (EU) 2021/451, Annex V)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "non-performing exposures"@en ;
    edu:expectedResult "Exposures 90 days past due or unlikely to pay, including non-performing forborne exposures (Implementing Regulation (EU) 2021/451, Annex V)."@en ;
    edu:assessmentCriterion "Answers a written question on the non-performing exposures correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 2 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-254> a edu:Knobit ;
    dcterms:identifier "W-254" ;
    rdfs:label "Explains currency and rate conventions in metrics"@en ;
    skos:prefLabel "Explains currency and rate conventions in metrics"@en ;
    skos:definition "Conversion at a stated rate source and date; annualising period rates (x4 for a quarter, or by days)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "metric conventions"@en ;
    edu:expectedResult "Conversion at a stated rate source and date; annualising period rates (x4 for a quarter, or by days)."@en ;
    edu:assessmentCriterion "Answers a written question on the metric conventions correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 2 reference and review checklist rest on"@en ;
    schema:supersededBy <https://knobit.org/id/knobit/W-1902> ;
    schema:supersededBy <https://knobit.org/id/knobit/W-1903> ;
    schema:creativeWorkStatus "superseded" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-301> a edu:Knobit ;
    dcterms:identifier "W-301" ;
    rdfs:label "Recognises a dimension conformed in name only"@en ;
    skos:prefLabel "Recognises a dimension conformed in name only"@en ;
    skos:altLabel "Dimension conformed in name only"@en ;
    skos:definition "Same name, different grain or key."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "same-named dimensions with different grain or key"@en ;
    edu:expectedResult "The dimensions, their grains and keys"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PD-002 Customer keyed by party and PD-022 Customer keyed by card holder, both \"conformed\" Acceptable: One Customer at party grain; card holder as a role or bridge"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Review checklist 03-bus-matrix-data-products, row 1 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-351> ;
    edu:followedBy <https://knobit.org/id/knobit/W-331> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-302> a edu:Knobit ;
    dcterms:identifier "W-302" ;
    rdfs:label "Recognises a business process with no fact"@en ;
    skos:prefLabel "Recognises a business process with no fact"@en ;
    skos:altLabel "Process with no fact"@en ;
    skos:definition "A matrix row without a fact."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "bus matrix row without a fact"@en ;
    edu:expectedResult "The fact the process needs"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BP-04 Loan arrears `fact: null` Acceptable: Fact at loan-day grain"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Review checklist 03-bus-matrix-data-products, row 2 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-351> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-303> a edu:Knobit ;
    dcterms:identifier "W-303" ;
    rdfs:label "Recognises a mart bypassing the conformed dimensions"@en ;
    skos:prefLabel "Recognises a mart bypassing the conformed dimensions"@en ;
    skos:altLabel "Mart bypassing conformed dimensions"@en ;
    skos:definition "A mart with a private copy of a conformed dimension."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "mart with a private copy of a conformed dimension"@en ;
    edu:expectedResult "The mart and the conformed dimension to use"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: DPR-02 card mart uses PD-022 instead of PD-002 Acceptable: Uses PD-002"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Review checklist 03-bus-matrix-data-products, row 3 (Kimball; DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-351> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-304> a edu:Knobit ;
    dcterms:identifier "W-304" ;
    rdfs:label "Recognises a drill-across without a shared conformed dimension"@en ;
    skos:prefLabel "Recognises a drill-across without a shared conformed dimension"@en ;
    skos:altLabel "Drill-across without a shared dimension"@en ;
    skos:definition "A cross-process question with no common conformed dimension."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "cross-process question with no common conformed dimension"@en ;
    edu:expectedResult "The question and the dimension to drill through"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: Card spend vs deposit balances \"by customer\" across PD-022 and PD-002 Acceptable: Through PD-002 only"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Review checklist 03-bus-matrix-data-products, row 4 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-351> ;
    edu:followedBy <https://knobit.org/id/knobit/W-332> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-305> a edu:Knobit ;
    dcterms:identifier "W-305" ;
    rdfs:label "Recognises a data product with no owner or consumer"@en ;
    skos:prefLabel "Recognises a data product with no owner or consumer"@en ;
    skos:altLabel "Data product with no owner or consumer"@en ;
    skos:definition "A mart nobody owns or uses."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "mart nobody owns or uses"@en ;
    edu:expectedResult "The owner and consumers"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: DPR-03 `owner: null`, `consumers: []` Acceptable: Owner and consumers named"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Review checklist 03-bus-matrix-data-products, row 5 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-352> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-306> a edu:Knobit ;
    dcterms:identifier "W-306" ;
    rdfs:label "Recognises two data products answering one question differently"@en ;
    skos:prefLabel "Recognises two data products answering one question differently"@en ;
    skos:altLabel "Two products answering one question differently"@en ;
    skos:definition "Overlapping products with different answers."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "overlapping products with different answers"@en ;
    edu:expectedResult "One product and one metric definition"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: DPR-01 and DPR-04 both give \"average deposit balance\", one from month-end balances Acceptable: One product, one definition (KP id)"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Review checklist 03-bus-matrix-data-products, row 6 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-352> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-307> a edu:Knobit ;
    dcterms:identifier "W-307" ;
    rdfs:label "Recognises a fact with mixed grain"@en ;
    skos:prefLabel "Recognises a fact with mixed grain"@en ;
    skos:altLabel "Fact with mixed grain"@en ;
    skos:definition "Rows at different grains in one fact."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "fact holding rows at different grains"@en ;
    edu:expectedResult "One declared grain"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PF-030 loan disbursements with both loan and tranche rows Acceptable: One declared grain"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Review checklist 03-bus-matrix-data-products, row 7 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-353> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-308> a edu:Knobit ;
    dcterms:identifier "W-308" ;
    rdfs:label "Recognises a matrix tick the fact cannot carry"@en ;
    skos:prefLabel "Recognises a matrix tick the fact cannot carry"@en ;
    skos:altLabel "Matrix ticks a dimension the fact cannot carry"@en ;
    skos:definition "The row uses a dimension the fact has no key for."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "dimension ticked for a fact without its key"@en ;
    edu:expectedResult "The key or the tick removed"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BP-03 ticks Branch; PF-030 has no branch key Acceptable: Key added or tick removed"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Review checklist 03-bus-matrix-data-products, row 8 (Kimball)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-351> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-331> a edu:Knobit ;
    dcterms:identifier "W-331" ;
    rdfs:label "Judges dimension conformance by grain and key"@en ;
    skos:prefLabel "Judges dimension conformance by grain and key"@en ;
    skos:definition "Conformed only when grain, key and meaning agree; otherwise conformed to one or renamed"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Judges"@en ;
    edu:targetObject "same-named dimensions"@en ;
    edu:expectedResult "Conformed only when grain, key and meaning agree; otherwise conformed to one or renamed"@en ;
    edu:assessmentCriterion "No dimension is called conformed on its name"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Graded on its own by dwbi-bus-matrix"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-351> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-332> a edu:Knobit ;
    dcterms:identifier "W-332" ;
    rdfs:label "Traces the consequence of a drill-across mismatch"@en ;
    skos:prefLabel "Traces the consequence of a drill-across mismatch"@en ;
    skos:definition "What the question returns when the facts are joined through non-conformed dimensions (e.g. joint holders mismatched)"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Traces"@en ;
    edu:targetObject "drill-across question"@en ;
    edu:expectedResult "What the question returns when the facts are joined through non-conformed dimensions (e.g. joint holders mismatched)"@en ;
    edu:assessmentCriterion "The wrong result is stated concretely"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Graded on its own by dwbi-bus-matrix"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-351> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-333> a edu:Knobit ;
    dcterms:identifier "W-333" ;
    rdfs:label "Keeps the bus matrix to the given processes"@en ;
    skos:prefLabel "Keeps the bus matrix to the given processes"@en ;
    skos:definition "Rows for the given business processes only, none invented"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Keeps"@en ;
    edu:targetObject "bus matrix"@en ;
    edu:expectedResult "Rows for the given business processes only, none invented"@en ;
    edu:assessmentCriterion "No invented process"@en ;
    edu:assessmentMethod "skill-tests task: Bank bus matrix and marts (dwbi-bus-matrix)"@en ;
    dcterms:source "Graded on its own by dwbi-bus-matrix"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-351> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-351> a edu:Knobit ;
    dcterms:identifier "W-351" ;
    rdfs:label "Explains the enterprise bus matrix and conformed dimensions"@en ;
    skos:prefLabel "Explains the enterprise bus matrix and conformed dimensions"@en ;
    skos:definition "Business processes as rows with their facts, conformed dimensions as columns; conformance by grain, key and meaning; drill-across through shared conformed dimensions (Kimball and Ross 2013, ch. 4)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "enterprise bus matrix"@en ;
    edu:expectedResult "Business processes as rows with their facts, conformed dimensions as columns; conformance by grain, key and meaning; drill-across through shared conformed dimensions (Kimball and Ross 2013, ch. 4)."@en ;
    edu:assessmentCriterion "Answers a written question on the enterprise bus matrix correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 3 reference and review checklist rest on"@en ;
    edu:dependsOnKnobit <https://knobit.org/id/knobit/K12-69062> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-352> a edu:Knobit ;
    dcterms:identifier "W-352" ;
    rdfs:label "Explains data products in a warehouse"@en ;
    skos:prefLabel "Explains data products in a warehouse"@en ;
    skos:definition "Marts and semantic models as products with processes, consumers, owner and SLA, each answering its questions once (DMBOK2 ch. 11)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "warehouse data products"@en ;
    edu:expectedResult "Marts and semantic models as products with processes, consumers, owner and SLA, each answering its questions once (DMBOK2 ch. 11)."@en ;
    edu:assessmentCriterion "Answers a written question on the warehouse data products correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 3 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-353> a edu:Knobit ;
    dcterms:identifier "W-353" ;
    rdfs:label "Explains the declared grain of a fact"@en ;
    skos:prefLabel "Explains the declared grain of a fact"@en ;
    skos:definition "Every fact row at one declared grain, chosen before the dimensions (Kimball's four-step design)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "fact grain"@en ;
    edu:expectedResult "Every fact row at one declared grain, chosen before the dimensions (Kimball's four-step design)."@en ;
    edu:assessmentCriterion "Answers a written question on the fact grain correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 3 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-401> a edu:Knobit ;
    dcterms:identifier "W-401" ;
    rdfs:label "Recognises a warehouse load with no control totals"@en ;
    skos:prefLabel "Recognises a warehouse load with no control totals"@en ;
    skos:altLabel "Load with no control totals"@en ;
    skos:definition "No rows/amounts in and out."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "load without rows and amounts in and out"@en ;
    edu:expectedResult "The control totals"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: LC-002 savings load: no control totals Acceptable: Rows and amounts in, out, rejected"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Review checklist 04-population-reconciliation, row 1 (BCBS 239 P3; DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-451> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-402> a edu:Knobit ;
    dcterms:identifier "W-402" ;
    rdfs:label "Recognises load rejects dropped"@en ;
    skos:prefLabel "Recognises load rejects dropped"@en ;
    skos:altLabel "Rejects dropped"@en ;
    skos:definition "Rejected rows discarded, not held."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "rejected rows discarded"@en ;
    edu:expectedResult "Rejects held and resolved"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: LC-001: 37 rejects \"discarded\" Acceptable: Held in a reject table, counted, resolved"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Review checklist 04-population-reconciliation, row 2 (BCBS 239 P4)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-451> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-403> a edu:Knobit ;
    dcterms:identifier "W-403" ;
    rdfs:label "Recognises late data silently excluded"@en ;
    skos:prefLabel "Recognises late data silently excluded"@en ;
    skos:altLabel "Late data silently excluded"@en ;
    skos:definition "Records for a closed period dropped."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "records for a closed period dropped"@en ;
    edu:expectedResult "The late-data adjustment"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: LC-001: late September postings \"ignored after close\" Acceptable: Adjustment in the open period, reported"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Review checklist 04-population-reconciliation, row 3 (BCBS 239 P4, P5)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-451> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-404> a edu:Knobit ;
    dcterms:identifier "W-404" ;
    rdfs:label "Recognises a reconciliation tolerance with no rationale"@en ;
    skos:prefLabel "Recognises a reconciliation tolerance with no rationale"@en ;
    skos:altLabel "Tolerance with no rationale"@en ;
    skos:definition "A tolerance nobody can justify."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "tolerance nobody can justify"@en ;
    edu:expectedResult "The rationale"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: GR-001 0.1% \"standard\" Acceptable: Materiality-based, approved, documented"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Review checklist 04-population-reconciliation, row 4 (BCBS 239 P3)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-452> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-405> a edu:Knobit ;
    dcterms:identifier "W-405" ;
    rdfs:label "Recognises a reconciliation passing on offsetting differences"@en ;
    skos:prefLabel "Recognises a reconciliation passing on offsetting differences"@en ;
    skos:altLabel "Offsetting differences passing"@en ;
    skos:definition "Reconciled at a level where differences cancel."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "total-level reconciliation hiding opposite differences"@en ;
    edu:expectedResult "The per-account differences"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: Total within 0.1%: +€2.1M on 2010, −€2.0M on 2020 Acceptable: Per GL account, each within tolerance or explained"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Review checklist 04-population-reconciliation, row 5 (BCBS 239 P3)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-452> ;
    edu:followedBy <https://knobit.org/id/knobit/W-431> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-406> a edu:Knobit ;
    dcterms:identifier "W-406" ;
    rdfs:label "Recognises data delivered with no as-of date"@en ;
    skos:prefLabel "Recognises data delivered with no as-of date"@en ;
    skos:altLabel "No as-of date for consumers"@en ;
    skos:definition "Data without its as-of stamp."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "data product without its data date"@en ;
    edu:expectedResult "The as-of stamp"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: Deposits mart shows no data date Acceptable: As-of date and time on every product"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Review checklist 04-population-reconciliation, row 6 (BCBS 239 P5; 25012)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-453> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-407> a edu:Knobit ;
    dcterms:identifier "W-407" ;
    rdfs:label "Recognises a manual adjustment outside any control"@en ;
    skos:prefLabel "Recognises a manual adjustment outside any control"@en ;
    skos:altLabel "Manual adjustment with no record"@en ;
    skos:definition "Adjustments outside any control."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "adjustment with no record or control"@en ;
    edu:expectedResult "The recorded adjustment"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MA \"as usual\", not in any control Acceptable: Recorded with amount, reason, approver; in the control totals"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Review checklist 04-population-reconciliation, row 7 (BCBS 239 P3)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-452> ;
    edu:followedBy <https://knobit.org/id/knobit/W-432> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-408> a edu:Knobit ;
    dcterms:identifier "W-408" ;
    rdfs:label "Recognises a reconciliation with no owner or frequency"@en ;
    skos:prefLabel "Recognises a reconciliation with no owner or frequency"@en ;
    skos:altLabel "Reconciliation with no owner or frequency"@en ;
    skos:definition "Nobody runs or answers for it."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "reconciliation nobody runs or answers for"@en ;
    edu:expectedResult "Owner and frequency"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: GR-002 `owner: null`, `frequency: null` Acceptable: Owner and frequency"@en ;
    edu:assessmentMethod "Review of the stage 4 eval project (reffa/skills, dw-bi/evals)"@en ;
    dcterms:source "Review checklist 04-population-reconciliation, row 8 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-452> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-431> a edu:Knobit ;
    dcterms:identifier "W-431" ;
    rdfs:label "Reconciles per general ledger account"@en ;
    skos:prefLabel "Reconciles per general ledger account"@en ;
    skos:definition "Differences computed per GL account (and currency), each within tolerance or explained"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Reconciles"@en ;
    edu:targetObject "warehouse-to-GL reconciliation"@en ;
    edu:expectedResult "Differences computed per GL account (and currency), each within tolerance or explained"@en ;
    edu:assessmentCriterion "No difference can be offset by another"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Graded on its own by dwbi-reconciliation"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-452> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-432> a edu:Knobit ;
    dcterms:identifier "W-432" ;
    rdfs:label "Brings a manual adjustment under a recorded control"@en ;
    skos:prefLabel "Brings a manual adjustment under a recorded control"@en ;
    skos:definition "The adjustment recorded with amount, reason and approver and included in the load control totals"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Brings"@en ;
    edu:targetObject "manual adjustment"@en ;
    edu:expectedResult "The adjustment recorded with amount, reason and approver and included in the load control totals"@en ;
    edu:assessmentCriterion "Every adjustment can be traced and is counted by a control"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Graded on its own by dwbi-reconciliation"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-452> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-433> a edu:Knobit ;
    dcterms:identifier "W-433" ;
    rdfs:label "Keeps a reconciliation tolerance unchanged to pass"@en ;
    skos:prefLabel "Keeps a reconciliation tolerance unchanged to pass"@en ;
    skos:definition "Differences explained or escalated rather than the tolerance widened"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Keeps"@en ;
    edu:targetObject "reconciliation tolerance"@en ;
    edu:expectedResult "Differences explained or escalated rather than the tolerance widened"@en ;
    edu:assessmentCriterion "The tolerance is not changed to make a reconciliation pass"@en ;
    edu:assessmentMethod "skill-tests task: Deposits mart month-end reconciliation (dwbi-reconciliation)"@en ;
    dcterms:source "Graded on its own by dwbi-reconciliation"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-452> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-451> a edu:Knobit ;
    dcterms:identifier "W-451" ;
    rdfs:label "Explains warehouse load controls"@en ;
    skos:prefLabel "Explains warehouse load controls"@en ;
    skos:definition "Rows and amounts in, out and rejected per load, held rejects, and a late-data policy (BCBS 239 Principles 3-4; DMBOK2 ch. 11)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "load controls"@en ;
    edu:expectedResult "Rows and amounts in, out and rejected per load, held rejects, and a late-data policy (BCBS 239 Principles 3-4; DMBOK2 ch. 11)."@en ;
    edu:assessmentCriterion "Answers a written question on the load controls correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 4 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-452> a edu:Knobit ;
    dcterms:identifier "W-452" ;
    rdfs:label "Explains reconciliation to the general ledger"@en ;
    skos:prefLabel "Explains reconciliation to the general ledger"@en ;
    skos:definition "Per account and currency, with a justified tolerance, owner and frequency, explained differences and controlled adjustments (BCBS 239 Principle 3)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "GL reconciliation"@en ;
    edu:expectedResult "Per account and currency, with a justified tolerance, owner and frequency, explained differences and controlled adjustments (BCBS 239 Principle 3)."@en ;
    edu:assessmentCriterion "Answers a written question on the GL reconciliation correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 4 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-453> a edu:Knobit ;
    dcterms:identifier "W-453" ;
    rdfs:label "Explains data currency for consumers"@en ;
    skos:prefLabel "Explains data currency for consumers"@en ;
    skos:definition "An as-of date and time on every data product so consumers know how current it is (BCBS 239 Principle 5; ISO/IEC 25012)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "data as-of"@en ;
    edu:expectedResult "An as-of date and time on every data product so consumers know how current it is (BCBS 239 Principle 5; ISO/IEC 25012)."@en ;
    edu:assessmentCriterion "Answers a written question on the data as-of correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 4 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-501> a edu:Knobit ;
    dcterms:identifier "W-501" ;
    rdfs:label "Recognises a report with no as-of date"@en ;
    skos:prefLabel "Recognises a report with no as-of date"@en ;
    skos:altLabel "No as-of date"@en ;
    skos:definition "A report without its data date."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "report without its data date"@en ;
    edu:expectedResult "The as-of date"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: RP-01 `as_of: null` Acceptable: \"Data as of 30 Sep 2026\" on every page"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Review checklist 05-report-specification, row 1 (IBCS (say); DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-453> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-502> a edu:Knobit ;
    dcterms:identifier "W-502" ;
    rdfs:label "Recognises a report panel without units"@en ;
    skos:prefLabel "Recognises a report panel without units"@en ;
    skos:altLabel "Units missing"@en ;
    skos:definition "A panel with no unit or magnitude."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "panel with no unit or magnitude"@en ;
    edu:expectedResult "The units"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PN-03 new lending, `units: null` Acceptable: \"EUR m\""@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Review checklist 05-report-specification, row 2 (IBCS (unify))"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-551> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-503> a edu:Knobit ;
    dcterms:identifier "W-503" ;
    rdfs:label "Recognises a truncated axis exaggerating a change"@en ;
    skos:prefLabel "Recognises a truncated axis exaggerating a change"@en ;
    skos:altLabel "Truncated axis exaggerating a change"@en ;
    skos:definition "An axis start that inflates the change (lie factor well above 1)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "axis start inflating the change shown"@en ;
    edu:expectedResult "A zero-based or visibly marked axis"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PN-01 y-axis from 95% of the minimum, 2% change looks like a cliff Acceptable: Zero-based columns, or a marked non-zero line axis"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Review checklist 05-report-specification, row 3 (IBCS (check); Tufte)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-552> ;
    edu:followedBy <https://knobit.org/id/knobit/W-531> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-504> a edu:Knobit ;
    dcterms:identifier "W-504" ;
    rdfs:label "Recognises comparable charts on different scales"@en ;
    skos:prefLabel "Recognises comparable charts on different scales"@en ;
    skos:altLabel "Different scales on comparable charts"@en ;
    skos:definition "Panels meant to be compared on different scales."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "panels meant to be compared, each auto-scaled"@en ;
    edu:expectedResult "One shared scale"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PN-04 and PN-05 (consumer vs mortgage arrears) each auto-scaled Acceptable: One shared scale"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Review checklist 05-report-specification, row 4 (IBCS (check))"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-552> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-505> a edu:Knobit ;
    dcterms:identifier "W-505" ;
    rdfs:label "Recognises a report metric outside the catalogue"@en ;
    skos:prefLabel "Recognises a report metric outside the catalogue"@en ;
    skos:altLabel "Metric not in the catalogue"@en ;
    skos:definition "A panel's metric with no stage 2 id."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "panel metric with no catalogue id"@en ;
    edu:expectedResult "The catalogue metric"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PN-06 \"portfolio health score\" Acceptable: Catalogue metric, or defined in stage 2 first"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Review checklist 05-report-specification, row 5 (DMBOK)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-251> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-506> a edu:Knobit ;
    dcterms:identifier "W-506" ;
    rdfs:label "Recognises a pie chart for many parts or over time"@en ;
    skos:prefLabel "Recognises a pie chart for many parts or over time"@en ;
    skos:altLabel "Pie for many parts or over time"@en ;
    skos:definition "A pie with more than a few parts, or pies compared over time."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "pie with many parts or repeated per period"@en ;
    edu:expectedResult "A bar or column chart"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PN-02 pie of 9 products, one per month Acceptable: Bar chart; columns over time"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Review checklist 05-report-specification, row 6 (IBCS (express))"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-551> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-507> a edu:Knobit ;
    dcterms:identifier "W-507" ;
    rdfs:label "Recognises actual and plan without distinct notation"@en ;
    skos:prefLabel "Recognises actual and plan without distinct notation"@en ;
    skos:altLabel "Actual and plan not distinguished"@en ;
    skos:definition "Scenarios in the same colour and style."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "scenarios in one colour and style"@en ;
    edu:expectedResult "IBCS scenario notation"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PN-03 actual and plan both solid blue Acceptable: Actual solid, plan outlined (IBCS notation)"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Review checklist 05-report-specification, row 7 (IBCS (unify))"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-551> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-508> a edu:Knobit ;
    dcterms:identifier "W-508" ;
    rdfs:label "Recognises restricted data shown beyond its audience"@en ;
    skos:prefLabel "Recognises restricted data shown beyond its audience"@en ;
    skos:altLabel "Restricted data shown beyond its audience"@en ;
    skos:definition "A panel with detail the audience is not entitled to."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/resultEvaluation> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Recognises"@en ;
    edu:targetObject "panel detail the audience is not entitled to"@en ;
    edu:expectedResult "Aggregates for that audience"@en ;
    edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: PN-06 named borrowers in arrears on the branch-network dashboard Acceptable: Aggregates only; detail for collections roles"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Review checklist 05-report-specification, row 8 (DMBOK; data-security)"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-553> ;
    edu:followedBy <https://knobit.org/id/knobit/W-532> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-531> a edu:Knobit ;
    dcterms:identifier "W-531" ;
    rdfs:label "Rescales a chart so it shows the change truthfully"@en ;
    skos:prefLabel "Rescales a chart so it shows the change truthfully"@en ;
    skos:definition "A zero-based axis for columns, a marked non-zero axis for lines, one shared scale for compared panels"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Rescales"@en ;
    edu:targetObject "chart axis"@en ;
    edu:expectedResult "A zero-based axis for columns, a marked non-zero axis for lines, one shared scale for compared panels"@en ;
    edu:assessmentCriterion "The visual change matches the data's change (lie factor near 1)"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Graded on its own by dwbi-report-specification"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-552> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-532> a edu:Knobit ;
    dcterms:identifier "W-532" ;
    rdfs:label "Restricts a report panel to its entitled audience"@en ;
    skos:prefLabel "Restricts a report panel to its entitled audience"@en ;
    skos:definition "Aggregates for the broad audience and the detail moved to a report for entitled roles"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Restricts"@en ;
    edu:targetObject "report panel with detail data"@en ;
    edu:expectedResult "Aggregates for the broad audience and the detail moved to a report for entitled roles"@en ;
    edu:assessmentCriterion "No audience sees data its access rights exclude"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Graded on its own by dwbi-report-specification"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-553> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-533> a edu:Knobit ;
    dcterms:identifier "W-533" ;
    rdfs:label "Cites a catalogue metric for every panel"@en ;
    skos:prefLabel "Cites a catalogue metric for every panel"@en ;
    skos:definition "Each panel's metric id from the stage 2 catalogue, none invented"@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Cites"@en ;
    edu:targetObject "report panels"@en ;
    edu:expectedResult "Each panel's metric id from the stage 2 catalogue, none invented"@en ;
    edu:assessmentCriterion "Every panel traces to one catalogue metric"@en ;
    edu:assessmentMethod "skill-tests task: Retail lending management dashboard (dwbi-report-specification)"@en ;
    dcterms:source "Graded on its own by dwbi-report-specification"@en ;
    edu:appliesKnowledge <https://knobit.org/id/knobit/W-251> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-551> a edu:Knobit ;
    dcterms:identifier "W-551" ;
    rdfs:label "Explains IBCS notation"@en ;
    skos:prefLabel "Explains IBCS notation"@en ;
    skos:definition "Units and magnitudes on every chart, chart type by comparison, scenario notation: actual solid, plan outlined, forecast hatched, previous year grey (IBCS Standards 1.2)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "IBCS notation"@en ;
    edu:expectedResult "Units and magnitudes on every chart, chart type by comparison, scenario notation: actual solid, plan outlined, forecast hatched, previous year grey (IBCS Standards 1.2)."@en ;
    edu:assessmentCriterion "Answers a written question on the IBCS notation correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 5 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-552> a edu:Knobit ;
    dcterms:identifier "W-552" ;
    rdfs:label "Explains honest scaling in charts"@en ;
    skos:prefLabel "Explains honest scaling in charts"@en ;
    skos:definition "Zero-based bars, marked non-zero line axes, shared scales for compared charts; Tufte's lie factor."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "chart scaling"@en ;
    edu:expectedResult "Zero-based bars, marked non-zero line axes, shared scales for compared charts; Tufte's lie factor."@en ;
    edu:assessmentCriterion "Answers a written question on the chart scaling correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 5 reference and review checklist rest on"@en ;
    edu:dependsOnKnobit <https://knobit.org/id/knobit/K12-3051> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-553> a edu:Knobit ;
    dcterms:identifier "W-553" ;
    rdfs:label "Explains access control for reports"@en ;
    skos:prefLabel "Explains access control for reports"@en ;
    skos:definition "Report content follows the data's classification and the audience's access rights; detail only for entitled roles (DMBOK2 ch. 11; data-security)."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "report access"@en ;
    edu:expectedResult "Report content follows the data's classification and the audience's access rights; detail only for entitled roles (DMBOK2 ch. 11; data-security)."@en ;
    edu:assessmentCriterion "Answers a written question on the report access correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Practice the stage 5 reference and review checklist rest on"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-901> a edu:Knobit ;
    dcterms:identifier "W-901" ;
    rdfs:label "Explains the drivers and goals of DW/BI"@en ;
    skos:prefLabel "Explains the drivers and goals of DW/BI"@en ;
    skos:definition "Operational support, regulatory reporting, business value from integrated historical data."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "drivers of DW/BI"@en ;
    edu:expectedResult "Operational support, regulatory reporting, business value from integrated historical data."@en ;
    edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the drivers of DW/BI"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, element WV-6"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-902> a edu:Knobit ;
    dcterms:identifier "W-902" ;
    rdfs:label "Explains DW architecture approaches"@en ;
    skos:prefLabel "Explains DW architecture approaches"@en ;
    skos:definition "Inmon corporate information factory, Kimball dimensional warehouse, data vault, staging, ODS, marts and lakehouses."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "warehouse architectures"@en ;
    edu:expectedResult "Inmon corporate information factory, Kimball dimensional warehouse, data vault, staging, ODS, marts and lakehouses."@en ;
    edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the warehouse architectures"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, element WV-7"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-903> a edu:Knobit ;
    dcterms:identifier "W-903" ;
    rdfs:label "Explains DW/BI tools and their categories"@en ;
    skos:prefLabel "Explains DW/BI tools and their categories"@en ;
    skos:definition "Metadata repositories, data integration tools, BI tool types: operational reporting, OLAP, analytics, self-service."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "DW/BI tools"@en ;
    edu:expectedResult "Metadata repositories, data integration tools, BI tool types: operational reporting, OLAP, analytics, self-service."@en ;
    edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the DW/BI tools"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, element WV-8"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-904> a edu:Knobit ;
    dcterms:identifier "W-904" ;
    rdfs:label "Explains DW/BI operations and maintenance"@en ;
    skos:prefLabel "Explains DW/BI operations and maintenance"@en ;
    skos:definition "Release management, performance monitoring, SLAs, change management in the warehouse."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "warehouse operations"@en ;
    edu:expectedResult "Release management, performance monitoring, SLAs, change management in the warehouse."@en ;
    edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the warehouse operations"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, element WV-9"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-905> a edu:Knobit ;
    dcterms:identifier "W-905" ;
    rdfs:label "Explains DW/BI governance and implementation"@en ;
    skos:prefLabel "Explains DW/BI governance and implementation"@en ;
    skos:definition "Readiness assessment, business acceptance, customer satisfaction, data lineage and release roadmap."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGenerated> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "DW/BI governance"@en ;
    edu:expectedResult "Readiness assessment, business acceptance, customer satisfaction, data lineage and release roadmap."@en ;
    edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the DW/BI governance"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, element WV-10"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/K12-3022> a edu:Knobit ;
    dcterms:identifier "W-1801" ;
    rdfs:label "Explains the meaning of a percentage point"@en ;
    skos:prefLabel "Explains the meaning of a percentage point"@en ;
    skos:altLabel "Selgitab protsendipunkti tähendust"@en ;
    skos:definition "Explains that a percentage point is the arithmetic difference of two percentages, unlike a relative change expressed as a percentage."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedAiEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "the percentage point as a difference of percentages"@en ;
    edu:expectedResult "An explanation of the meaning of a percentage point, with an example"@en ;
    edu:assessmentCriterion "Tells a percentage point from a relative change expressed as a percentage, and gives an example"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "Copy of k12 knobit K12-3022 of the Estonian national curriculum register matemaatika (product k12-curriculum, skills/knobits/k12/matemaatika.yaml), Põhikooli RÕK lisa 5, III kooliaste, Arvutamine, õpitulemus 9 (LO-3009); fingerprint translated from Estonian"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/K12-8058> a edu:Knobit ;
    dcterms:identifier "W-1802" ;
    rdfs:label "Explains the meaning of an exchange rate and of currency conversion"@en ;
    skos:prefLabel "Explains the meaning of an exchange rate and of currency conversion"@en ;
    skos:altLabel "Selgitab valuutakursi ja konverteerimise tähendust"@en ;
    skos:definition "Explains the exchange rate and conversion; does not cover inflation or real wages."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedAiEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "exchange rate and currency conversion"@en ;
    edu:expectedResult "An explanation that a rate states the price of one currency in another, and an explanation of what conversion means"@en ;
    edu:assessmentCriterion "Reads a rate correctly and states in which direction the rate is applied"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "Copy of k12 knobit K12-8058 of the Estonian national curriculum register matemaatika (product k12-curriculum, skills/knobits/k12/matemaatika.yaml), GRÕK lisa 8, valikkursus „Majandusmatemaatika elemendid“, õpitulemus 5; fingerprint translated from Estonian"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-1902> a edu:Knobit ;
    dcterms:identifier "W-1902" ;
    rdfs:label "Explains converting a metric's currency at a stated rate source and date"@en ;
    skos:prefLabel "Explains converting a metric's currency at a stated rate source and date"@en ;
    skos:definition "Amounts in other currencies are converted at a rate whose source (e.g. the ECB reference rate) and date (transaction date, period end or period average) are stated, so that the figure can be recomputed."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedHumanEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "currency conversion in metrics"@en ;
    edu:expectedResult "Conversion at a stated rate source and date"@en ;
    edu:assessmentCriterion "Answers a written question on currency conversion in metrics correctly"@en ;
    edu:assessmentMethod "Written question"@en ;
    dcterms:source "Split from W-254 on Peep Küngas's decision of 31 Oct 2026 (k12-dmbok part B, activity WO-2)"@en ;
    edu:dependsOnKnobit <https://knobit.org/id/knobit/K12-8058> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/W-1903> a edu:Knobit ;
    dcterms:identifier "W-1903" ;
    rdfs:label "Explains annualising a period rate"@en ;
    skos:prefLabel "Explains annualising a period rate"@en ;
    skos:definition "A rate measured over a period shorter than a year is annualised before it is read as annual - x4 for a quarter, x12 for a month, or by days (x 365 / days in the period) - and labelled as annualised."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedHumanEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "annualisation of a period rate"@en ;
    edu:expectedResult "The period rate annualised by the periods in a year or by days, and labelled"@en ;
    edu:assessmentCriterion "Annualises a given quarterly or monthly rate and names the method used"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "Split from W-254 on Peep Küngas's decision of 31 Oct 2026 (k12-dmbok part B, activity WO-2)"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/Q-1901> a edu:Knobit ;
    dcterms:identifier "W-1901" ;
    rdfs:label "Explains a pooled rate as the weighted mean of its population rates"@en ;
    skos:prefLabel "Explains a pooled rate as the weighted mean of its population rates"@en ;
    skos:definition "A rate over several populations is the mean of their rates weighted by their sizes (denominators), not their plain average; a small poor population can hide in it, and a shift in the population mix moves it with no change in any population's quality."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedAiEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "pooled rate over several populations"@en ;
    edu:expectedResult "The pooled rate as the size-weighted mean of the population rates, with the mix effect it can hide"@en ;
    edu:assessmentCriterion "Computes a pooled rate from population rates and sizes, tells it from the plain mean of the rates, and names the mix effect"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "Shared-URI copy of data-quality Q-1901, for activity WO-2 (k12-dmbok part B candidate, accepted by Peep Küngas on 31 Oct 2026)"@en ;
    edu:dependsOnKnobit <https://knobit.org/id/knobit/K12-2087> ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/K12-2087> a edu:Knobit ;
    dcterms:identifier "W-1803" ;
    rdfs:label "Explains the concept of the arithmetic mean"@en ;
    skos:prefLabel "Explains the concept of the arithmetic mean"@en ;
    skos:altLabel "Selgitab aritmeetilise keskmise mõistet"@en ;
    skos:definition "Explains the mean as the levelled value of all the numbers; does not cover calculating it."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedAiEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "the arithmetic mean"@en ;
    edu:expectedResult "A correct explanation with an example"@en ;
    edu:assessmentCriterion "Explains that the mean is the sum of the numbers divided by how many numbers there are"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "Copy of k12 knobit K12-2087 of the Estonian national curriculum register matemaatika (product k12-curriculum, skills/knobits/k12/matemaatika.yaml), Põhikooli RÕK lisa 5, II kooliaste, õpitulemus LO-2022; fingerprint translated from Estonian"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/K12-69062> a edu:Knobit ;
    dcterms:identifier "W-1804" ;
    rdfs:label "Explains how database tables and relationships are structured"@en ;
    skos:prefLabel "Explains how database tables and relationships are structured"@en ;
    skos:altLabel "Selgitab andmebaasi tabelite ja seoste ülesehitust"@en ;
    skos:definition "Explains the structure of a relational database; does not cover creating a database."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/knowledge> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/objectUnderstanding> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedAiEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Explains"@en ;
    edu:targetObject "the structure of a database (table, column, primary key, relationship)"@en ;
    edu:expectedResult "An explanation of the structure of a database, with an example"@en ;
    edu:assessmentCriterion "Explains the meaning of a table, a column, a primary key and a relationship, and draws a simple two-table schema"@en ;
    edu:assessmentMethod "Multiple-choice question"@en ;
    dcterms:source "Copy of k12 knobit K12-69062 of the Estonian national curriculum register grok-l9-informaatika-1 (product k12-curriculum, skills/knobits/k12/grok-l9-informaatika-1.yaml), GRÕK lisa 9, Informaatika, Tarkvaraarendus, LO-69021; fingerprint translated from Estonian"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/knobit/K12-3051> a edu:Knobit ;
    dcterms:identifier "W-1805" ;
    rdfs:label "Reads requested values from a chart"@en ;
    skos:prefLabel "Reads requested values from a chart"@en ;
    skos:altLabel "Loeb diagrammilt küsitud väärtusi"@en ;
    skos:definition "Reads the requested values and change from a bar, pie, line or scatter chart."@en ;
    edu:knobitType <https://knobit.org/def/knobitType/skill> ;
    edu:contextFunction <https://knobit.org/def/contextFunction/actionExecution> ;
    edu:creationMethod <https://knobit.org/def/creationMethod/aiGeneratedAiEdited> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/learnerState> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/outcomeContent> ;
    edu:graphRelevance <https://knobit.org/def/graphRelevance/taskSelection> ;
    edu:actionVerb "Reads"@en ;
    edu:targetObject "values on bar, pie, line and scatter charts"@en ;
    edu:expectedResult "The requested values and change read from the chart"@en ;
    edu:assessmentCriterion "The values are read correctly from the chart, including the axis scale and units"@en ;
    edu:assessmentMethod "Short-answer task"@en ;
    dcterms:source "Copy of k12 knobit K12-3051 of the Estonian national curriculum register matemaatika (product k12-curriculum, skills/knobits/k12/matemaatika.yaml), Põhikooli RÕK lisa 5, III kooliaste, Andmed, õpitulemus 6 (LO-3018); fingerprint translated from Estonian"@en ;
    schema:creativeWorkStatus "accepted" ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> ;
    edu:conformsToProfile <https://oppekava.edu.ee/a/Knobitite_kirjeldamise_ja_seostamise_reeglid#LCG-KNOBIT-0.1> .

<https://knobit.org/id/outcome/WO-1> a edu:LearningOutcome ;
    dcterms:identifier "WO-1" ;
    rdfs:label "States BI requirements as decisions and questions the sources can serve"@en ;
    dcterms:description "Stage 1 of the dw-bi skill: States BI requirements as decisions and questions the sources can serve; produces 01-bi-requirements/requirements.yaml."@en ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-101> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-102> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-103> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-104> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-105> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-106> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-107> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-108> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-131> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-132> ;
    edu:includesKnobit <https://knobit.org/id/knobit/G-532> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-151> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-152> .

<https://knobit.org/id/outcome/WO-2> a edu:LearningOutcome ;
    dcterms:identifier "WO-2" ;
    rdfs:label "Defines each KPI once, precisely enough to compute, and explains two values of it in numbers"@en ;
    dcterms:description "Stage 2 of the dw-bi skill: Defines each KPI once, precisely enough to compute, and explains two values of it in numbers; produces 02-metrics/metrics.yaml."@en ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-201> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-202> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-203> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-204> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-205> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-206> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-207> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-208> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-209> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-231> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-232> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-233> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-234> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-251> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-252> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-253> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-1902> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-1903> ;
    edu:includesKnobit <https://knobit.org/id/knobit/Q-1901> .

<https://knobit.org/id/outcome/WO-3> a edu:LearningOutcome ;
    dcterms:identifier "WO-3" ;
    rdfs:label "Integrates processes through dimensions conformed by grain and key"@en ;
    dcterms:description "Stage 3 of the dw-bi skill: Integrates processes through dimensions conformed by grain and key; produces 03-bus-matrix/bus-matrix.yaml."@en ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-301> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-302> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-303> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-304> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-305> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-306> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-307> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-308> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-331> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-332> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-333> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-351> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-352> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-353> .

<https://knobit.org/id/outcome/WO-4> a edu:LearningOutcome ;
    dcterms:identifier "WO-4" ;
    rdfs:label "Proves each load complete and reconciles to the ledger where differences cannot hide"@en ;
    dcterms:description "Stage 4 of the dw-bi skill: Proves each load complete and reconciles to the ledger where differences cannot hide; produces 04-population/population.yaml."@en ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-401> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-402> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-403> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-404> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-405> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-406> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-407> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-408> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-431> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-432> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-433> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-451> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-452> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-453> .

<https://knobit.org/id/outcome/WO-5> a edu:LearningOutcome ;
    dcterms:identifier "WO-5" ;
    rdfs:label "Specifies reports that show catalogue metrics honestly, dated, and only to entitled audiences"@en ;
    dcterms:description "Stage 5 of the dw-bi skill: Specifies reports that show catalogue metrics honestly, dated, and only to entitled audiences; produces 05-reports/report-spec.yaml."@en ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-501> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-502> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-503> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-504> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-505> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-506> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-507> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-508> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-531> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-532> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-533> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-551> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-552> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-553> .

<https://knobit.org/id/register/dw-bi#BI-101> a edu:Question ;
    dcterms:identifier "BI-101" ;
    rdfs:label "dwbi-requirements C1: a RAG pie chart requested with no decision"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-106> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-102> a edu:Question ;
    dcterms:identifier "BI-102" ;
    rdfs:label "dwbi-requirements C1: each request restated as a decision and a question"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-131> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-103> a edu:Question ;
    dcterms:identifier "BI-103" ;
    rdfs:label "dwbi-requirements C2: intraday arrears from a nightly load"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-104> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-104> a edu:Question ;
    dcterms:identifier "BI-104" ;
    rdfs:label "dwbi-requirements C2: the timeliness gap raised against the refresh"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-132> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-105> a edu:Question ;
    dcterms:identifier "BI-105" ;
    rdfs:label "dwbi-requirements I1: a dashboard of arrears with no decision"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-101> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-106> a edu:Question ;
    dcterms:identifier "BI-106" ;
    rdfs:label "dwbi-requirements I1: branch decisions from monthly region totals"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-103> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-107> a edu:Question ;
    dcterms:identifier "BI-107" ;
    rdfs:label "dwbi-requirements I1: a question no source can answer"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-102> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-108> a edu:Question ;
    dcterms:identifier "BI-108" ;
    rdfs:label "dwbi-requirements I1: an existing report under a new name"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-105> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-109> a edu:Question ;
    dcterms:identifier "BI-109" ;
    rdfs:label "dwbi-requirements I2: a requirement with no audience"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-107> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-110> a edu:Question ;
    dcterms:identifier "BI-110" ;
    rdfs:label "dwbi-requirements I2: ten years of card history from a 3-year source"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-108> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-111> a edu:Question ;
    dcterms:identifier "BI-111" ;
    rdfs:label "dwbi-requirements Q1: no decisions invented; unclear ones raised"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/G-532> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-201> a edu:Question ;
    dcterms:identifier "BI-201" ;
    rdfs:label "dwbi-metric-definitions C1: the difference reconciled into quantified effects"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-231> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-202> a edu:Question ;
    dcterms:identifier "BI-202" ;
    rdfs:label "dwbi-metric-definitions C1: non-performing forborne exposures brought into the definition"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-233> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-203> a edu:Question ;
    dcterms:identifier "BI-203" ;
    rdfs:label "dwbi-metric-definitions C1: the corrected ratio recomputed from the extract"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-232> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-204> a edu:Question ;
    dcterms:identifier "BI-204" ;
    rdfs:label "dwbi-metric-definitions I1: average balances used for a quarter-end ratio"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-202> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-205> a edu:Question ;
    dcterms:identifier "BI-205" ;
    rdfs:label "dwbi-metric-definitions I1: non-performing forborne exposures excluded"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-207> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-206> a edu:Question ;
    dcterms:identifier "BI-206" ;
    rdfs:label "dwbi-metric-definitions I1: segment ratios averaged"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-205> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-207> a edu:Question ;
    dcterms:identifier "BI-207" ;
    rdfs:label "dwbi-metric-definitions I1: two definitions named NPL ratio"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-206> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-208> a edu:Question ;
    dcterms:identifier "BI-208" ;
    rdfs:label "dwbi-metric-definitions I2: numerator and denominator over different populations"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-201> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-209> a edu:Question ;
    dcterms:identifier "BI-209" ;
    rdfs:label "dwbi-metric-definitions I2: conversion without a rate date"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-204> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-210> a edu:Question ;
    dcterms:identifier "BI-210" ;
    rdfs:label "dwbi-metric-definitions Q1: the EBA definition used as quoted"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-234> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-301> a edu:Question ;
    dcterms:identifier "BI-301" ;
    rdfs:label "dwbi-bus-matrix C1: two Customer dimensions at different grains called conformed"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-301> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-302> a edu:Question ;
    dcterms:identifier "BI-302" ;
    rdfs:label "dwbi-bus-matrix C1: conformance judged by grain and key"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-331> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-303> a edu:Question ;
    dcterms:identifier "BI-303" ;
    rdfs:label "dwbi-bus-matrix C1: the drill-across consequence for joint holders"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-332> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-304> a edu:Question ;
    dcterms:identifier "BI-304" ;
    rdfs:label "dwbi-bus-matrix I1: loan arrears with no fact"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-302> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-305> a edu:Question ;
    dcterms:identifier "BI-305" ;
    rdfs:label "dwbi-bus-matrix I1: the card mart's private Customer"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-303> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-306> a edu:Question ;
    dcterms:identifier "BI-306" ;
    rdfs:label "dwbi-bus-matrix I1: card spend and deposits drilled across without a shared dimension"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-304> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-307> a edu:Question ;
    dcterms:identifier "BI-307" ;
    rdfs:label "dwbi-bus-matrix I1: disbursements at loan and tranche grain"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-307> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-308> a edu:Question ;
    dcterms:identifier "BI-308" ;
    rdfs:label "dwbi-bus-matrix I2: branch ticked for a fact without a branch key"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-308> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-309> a edu:Question ;
    dcterms:identifier "BI-309" ;
    rdfs:label "dwbi-bus-matrix I2: the legacy loan cube with no owner or consumer"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-305> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-310> a edu:Question ;
    dcterms:identifier "BI-310" ;
    rdfs:label "dwbi-bus-matrix I2: two products answering average deposit balance differently"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-306> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-311> a edu:Question ;
    dcterms:identifier "BI-311" ;
    rdfs:label "dwbi-bus-matrix Q1: no new processes invented"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-333> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-401> a edu:Question ;
    dcterms:identifier "BI-401" ;
    rdfs:label "dwbi-reconciliation C1: +2.1M and -2.0M offsetting inside a total tolerance"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-405> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-402> a edu:Question ;
    dcterms:identifier "BI-402" ;
    rdfs:label "dwbi-reconciliation C1: reconciliation per GL account with the differences"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-431> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-403> a edu:Question ;
    dcterms:identifier "BI-403" ;
    rdfs:label "dwbi-reconciliation C1: the manual adjustment made a recorded control"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-432> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-404> a edu:Question ;
    dcterms:identifier "BI-404" ;
    rdfs:label "dwbi-reconciliation I1: 37 rejects discarded"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-402> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-405> a edu:Question ;
    dcterms:identifier "BI-405" ;
    rdfs:label "dwbi-reconciliation I1: the manual adjustment outside every control"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-407> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-406> a edu:Question ;
    dcterms:identifier "BI-406" ;
    rdfs:label "dwbi-reconciliation I1: a 'standard' tolerance with no rationale"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-404> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-407> a edu:Question ;
    dcterms:identifier "BI-407" ;
    rdfs:label "dwbi-reconciliation I1: the savings load without control totals"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-401> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-408> a edu:Question ;
    dcterms:identifier "BI-408" ;
    rdfs:label "dwbi-reconciliation I2: late postings ignored after close"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-403> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-409> a edu:Question ;
    dcterms:identifier "BI-409" ;
    rdfs:label "dwbi-reconciliation I2: the mart has no as-of date"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-406> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-410> a edu:Question ;
    dcterms:identifier "BI-410" ;
    rdfs:label "dwbi-reconciliation Q1: the tolerance not widened"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-433> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-501> a edu:Question ;
    dcterms:identifier "BI-501" ;
    rdfs:label "dwbi-report-specification C1: a y-axis from 95% of the minimum turning 2% into a cliff"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-503> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-502> a edu:Question ;
    dcterms:identifier "BI-502" ;
    rdfs:label "dwbi-report-specification C1: the axis rescaled to show the change truthfully"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-531> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-503> a edu:Question ;
    dcterms:identifier "BI-503" ;
    rdfs:label "dwbi-report-specification C2: named borrowers shown to a branch audience entitled to aggregates"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-508> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-504> a edu:Question ;
    dcterms:identifier "BI-504" ;
    rdfs:label "dwbi-report-specification C2: the panel restricted to aggregates"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-532> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-505> a edu:Question ;
    dcterms:identifier "BI-505" ;
    rdfs:label "dwbi-report-specification I1: actual and plan in one style"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-507> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-506> a edu:Question ;
    dcterms:identifier "BI-506" ;
    rdfs:label "dwbi-report-specification I1: new lending without units"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-502> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-507> a edu:Question ;
    dcterms:identifier "BI-507" ;
    rdfs:label "dwbi-report-specification I1: no as-of date"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-501> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-508> a edu:Question ;
    dcterms:identifier "BI-508" ;
    rdfs:label "dwbi-report-specification I1: a pie per month of nine products"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-506> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-509> a edu:Question ;
    dcterms:identifier "BI-509" ;
    rdfs:label "dwbi-report-specification I2: consumer and mortgage arrears on different scales"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-504> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-510> a edu:Question ;
    dcterms:identifier "BI-510" ;
    rdfs:label "dwbi-report-specification I2: a 'portfolio health score' outside the catalogue"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-505> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-511> a edu:Question ;
    dcterms:identifier "BI-511" ;
    rdfs:label "dwbi-report-specification Q1: every panel cites a catalogue metric"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-533> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-1801> a edu:Question ;
    dcterms:identifier "BI-1801" ;
    rdfs:label "Percentage point as a difference of percentages"@en ;
    schema:text "The unemployment rate rose from 6% to 8%. Which statement is correct? (a) a rise of 2%; (b) a rise of 2 percentage points; (c) a rise of 25 percentage points; (d) a rise of 8 percentage points"@en ;
    schema:learningResourceType "multiple_choice" ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/K12-3022> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-1802> a edu:Question ;
    dcterms:identifier "BI-1802" ;
    rdfs:label "Exchange rate and conversion"@en ;
    schema:text "What does the exchange rate 1 EUR = 1.08 USD mean? (a) one euro buys 1.08 US dollars; (b) one dollar buys 1.08 euros; (c) the euro is 1.08% cheaper than the dollar; (d) the dollar is always worth 1.08 euros"@en ;
    schema:learningResourceType "multiple_choice" ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/K12-8058> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-1902> a edu:Question ;
    dcterms:identifier "BI-1902" ;
    rdfs:label "What a currency conversion in a metric must state"@en ;
    schema:text "A report converts USD loans to EUR. What must the metric definition state so the figure can be recomputed? (a) the rate source and the rate date; (b) only the rate; (c) only the currency of the result; (d) nothing, if the ECB rate is used"@en ;
    schema:learningResourceType "multiple_choice" ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-1902> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-1903> a edu:Question ;
    dcterms:identifier "BI-1903" ;
    rdfs:label "Annualising a quarterly rate"@en ;
    schema:text "Net interest income for the third quarter is 0.55% of average assets. What is the annualised net interest margin, by the quarterly method? (a) 2.2%; (b) 0.55%; (c) 0.14%; (d) 6.6%"@en ;
    schema:learningResourceType "multiple_choice" ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-1903> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-1901> a edu:Question ;
    dcterms:identifier "BI-1901" ;
    rdfs:label "Non-performing loan ratio across segments"@en ;
    schema:text "Segment A has 10 non-performing loans out of 100 (10%), segment B 10 out of 1,000 (1%). What is the bank's non-performing loan ratio? (a) about 1.8%; (b) 5.5%; (c) 11%; (d) 10%"@en ;
    schema:learningResourceType "multiple_choice" ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/Q-1901> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-1803> a edu:Question ;
    dcterms:identifier "BI-1803" ;
    rdfs:label "Arithmetic mean"@en ;
    schema:text "The arithmetic mean of the numbers 4, 6 and 11 is: (a) 6; (b) 7; (c) 21; (d) 5"@en ;
    schema:learningResourceType "multiple_choice" ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/K12-2087> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-1804> a edu:Question ;
    dcterms:identifier "BI-1804" ;
    rdfs:label "Database structure"@en ;
    schema:text "What is the primary key of a table for? (a) it identifies each row uniquely; (b) it sets the colour of a column; (c) it deletes the table; (d) it counts the columns"@en ;
    schema:learningResourceType "multiple_choice" ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/K12-69062> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-1805> a edu:Question ;
    dcterms:identifier "BI-1805" ;
    rdfs:label "Values on a line chart"@en ;
    schema:text "A line chart shows the daytime air temperature from 6:00 to 18:00. At what time was the temperature highest, and how high was it?"@en ;
    schema:learningResourceType "short_answer" ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/K12-3051> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-250> a edu:Question ;
    dcterms:identifier "BI-250" ;
    rdfs:label "dwbi-kpi-precision C1: KP-11 month-end balances summed over the quarter"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-203> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-251> a edu:Question ;
    dcterms:identifier "BI-251" ;
    rdfs:label "dwbi-kpi-precision C1: KP-12 quarterly margin shown as annual, annualised"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-209> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-252> a edu:Question ;
    dcterms:identifier "BI-252" ;
    rdfs:label "dwbi-kpi-precision C1: KP-16 nine-month ratio passed with no annualisation"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-209> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-253> a edu:Question ;
    dcterms:identifier "BI-253" ;
    rdfs:label "dwbi-kpi-precision C2: KP-14 as the pooled rate, not the plain mean of segment rates"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/Q-1901> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-254> a edu:Question ;
    dcterms:identifier "BI-254" ;
    rdfs:label "dwbi-kpi-precision C2: the arrears rise explained as a mix effect"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/Q-1901> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-255> a edu:Question ;
    dcterms:identifier "BI-255" ;
    rdfs:label "dwbi-kpi-precision I1: KP-15 converted at the ECB rate of the balance date"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-1902> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-256> a edu:Question ;
    dcterms:identifier "BI-256" ;
    rdfs:label "dwbi-kpi-precision I1: KP-13 with no owner"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-208> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-257> a edu:Question ;
    dcterms:identifier "BI-257" ;
    rdfs:label "dwbi-kpi-precision I2: every component of a computable definition stated"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-251> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-258> a edu:Question ;
    dcterms:identifier "BI-258" ;
    rdfs:label "dwbi-kpi-precision I2: additivity stated, ratio non-additive and balance semi-additive"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-252> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-259> a edu:Question ;
    dcterms:identifier "BI-259" ;
    rdfs:label "dwbi-kpi-precision I3: non-performing at 20 days past due, unlikely to pay or forborne"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-253> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-260> a edu:Question ;
    dcterms:identifier "BI-260" ;
    rdfs:label "dwbi-kpi-precision I4: definitions kept once in a semantic layer all BI tools read"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-902> , <https://knobit.org/id/knobit/W-903> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-261> a edu:Question ;
    dcterms:identifier "BI-261" ;
    rdfs:label "dwbi-kpi-precision I4: changed definitions released with a parallel run and monitored"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-904> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-262> a edu:Question ;
    dcterms:identifier "BI-262" ;
    rdfs:label "dwbi-kpi-precision I4: owner sign-off and lineage before business acceptance"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-905> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-150> a edu:Question ;
    dcterms:identifier "BI-150" ;
    rdfs:label "dwbi-requirements-reporting C1: a daily rate gap needed from a weekly market-rate feed"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-152> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-151> a edu:Question ;
    dcterms:identifier "BI-151" ;
    rdfs:label "dwbi-requirements-reporting C1: 36 months of rate changes from a 24-month source"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-152> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-152> a edu:Question ;
    dcterms:identifier "BI-152" ;
    rdfs:label "dwbi-requirements-reporting C1: a feasible requirement (06:30 load, 08:00 need) left ok"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-152> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-153> a edu:Question ;
    dcterms:identifier "BI-153" ;
    rdfs:label "dwbi-requirements-reporting I1: an incomplete requirement completed from the interview notes"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-151> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-550> a edu:Question ;
    dcterms:identifier "BI-550" ;
    rdfs:label "dwbi-requirements-reporting C2: columns from EUR 2,350m with lie factor 48, rescaled from zero"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-552> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-551> a edu:Question ;
    dcterms:identifier "BI-551" ;
    rdfs:label "dwbi-requirements-reporting C2: a line axis with a marked break left alone"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-552> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-552> a edu:Question ;
    dcterms:identifier "BI-552" ;
    rdfs:label "dwbi-requirements-reporting C3: restricted planned rate changes shown to branch managers"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-553> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-553> a edu:Question ;
    dcterms:identifier "BI-553" ;
    rdfs:label "dwbi-requirements-reporting C3: customer-level data for its entitled desk left alone"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-553> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-554> a edu:Question ;
    dcterms:identifier "BI-554" ;
    rdfs:label "dwbi-requirements-reporting I2: plan outlined in IBCS notation"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-551> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-555> a edu:Question ;
    dcterms:identifier "BI-555" ;
    rdfs:label "dwbi-requirements-reporting I2: forecast hatched in IBCS notation"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-551> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-556> a edu:Question ;
    dcterms:identifier "BI-556" ;
    rdfs:label "dwbi-requirements-reporting I2: previous year grey, not red, in IBCS notation"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-551> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-557> a edu:Question ;
    dcterms:identifier "BI-557" ;
    rdfs:label "dwbi-requirements-reporting I3: a structure comparison as bars, not a line"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-551> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-558> a edu:Question ;
    dcterms:identifier "BI-558" ;
    rdfs:label "dwbi-requirements-reporting I3: unit with magnitude (EUR m) for tens of millions"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-551> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-350> a edu:Question ;
    dcterms:identifier "BI-350" ;
    rdfs:label "dwbi-conformed-loads C2: an Account keyed by IBAN beside one keyed by account_id judged not conformed by key"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-351> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-351> a edu:Question ;
    dcterms:identifier "BI-351" ;
    rdfs:label "dwbi-conformed-loads C2: a bulk-file fee repeated on payment rows kept off the payment grain"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-353> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-352> a edu:Question ;
    dcterms:identifier "BI-352" ;
    rdfs:label "dwbi-conformed-loads I2: the payments mart given an SLA"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-352> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-353> a edu:Question ;
    dcterms:identifier "BI-353" ;
    rdfs:label "dwbi-conformed-loads Q1: the conformed Branch in an initiating-branch role left alone"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-351> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-450> a edu:Question ;
    dcterms:identifier "BI-450" ;
    rdfs:label "dwbi-conformed-loads C1: a load reporting no rejects that loses 60 rows and EUR 240 000"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-451> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-451> a edu:Question ;
    dcterms:identifier "BI-451" ;
    rdfs:label "dwbi-conformed-loads C1: the EUR clearing break explained by the unbalanced load"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-452> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-452> a edu:Question ;
    dcterms:identifier "BI-452" ;
    rdfs:label "dwbi-conformed-loads C1: the USD clearing account reconciled in transaction currency, not across two conversion rates"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-452> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-453> a edu:Question ;
    dcterms:identifier "BI-453" ;
    rdfs:label "dwbi-conformed-loads I1: a fee income reconciliation with no owner or frequency"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-408> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-454> a edu:Question ;
    dcterms:identifier "BI-454" ;
    rdfs:label "dwbi-conformed-loads I1: an intraday mart stamped with a date only"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-453> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-455> a edu:Question ;
    dcterms:identifier "BI-455" ;
    rdfs:label "dwbi-conformed-loads Q1: a balanced load with held rejects left alone"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-451> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-456> a edu:Question ;
    dcterms:identifier "BI-456" ;
    rdfs:label "dwbi-conformed-loads Q1: an owned daily reconciliation left alone"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-452> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-457> a edu:Question ;
    dcterms:identifier "BI-457" ;
    rdfs:label "dwbi-conformed-loads Q1: a daily mart stamped end of day left alone"@en ;
    edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit <https://knobit.org/id/knobit/W-453> ] ;
    schema:isPartOf <https://knobit.org/id/register/dw-bi> .

<https://knobit.org/id/register/dw-bi#BI-951> a edu:Question ;
    dcterms:identifier "BI-951" ;
    rdfs:label "dwbi-knowledge-general Q1: drivers of a data warehouse and BI capability"@en ;
    schema:text "Which set states the drivers DAMA-DMBOK2 gives for building a data warehouse and business intelligence capability? (a) Replacing the operational systems of record with one database, so that the source systems can be retired; (b) Operational support, compliance and regulatory reporting, and business value from integrated historical data for decisions; (c) Keeping every transaction forever in one place, so that the operational systems no longer need backups; (d) Giving each department its own reporting copy, so that each can keep its own definitions"@en ;
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    dcterms:publisher "DAMA International" ;
    schema:version "2nd edition, revised (DMBOK2/RE)" ;
    skos:note "target level: CDMP Practitioner: the Data Warehousing and Business Intelligence specialist exam (DAMA International)"@en .

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    dcterms:identifier "WV-2" ;
    rdfs:label "Semantic layer and metric definitions"@en ;
    dcterms:description "Defining KPIs once and computing them consistently."@en ;
    skos:notation "1.3.6, 2.4" ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, 1.3.6, 2.4"@en ;
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    edu:includesKnobit <https://knobit.org/id/knobit/W-232> ;
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    edu:includesKnobit <https://knobit.org/id/knobit/W-234> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-251> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-252> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-253> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-1902> ;
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    dcterms:identifier "WV-3" ;
    rdfs:label "DW architecture: bus matrix, conformed dimensions, data marts and products"@en ;
    dcterms:description "Integrating the warehouse through conformed dimensions."@en ;
    skos:notation "1.3.3-1.3.4, 2.2" ;
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    edu:includesKnobit <https://knobit.org/id/knobit/W-333> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-351> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-352> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-353> ;
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    dcterms:identifier "WV-4" ;
    rdfs:label "Populate and operate the warehouse: load controls and reconciliation"@en ;
    dcterms:description "Proving loads complete and reconciled."@en ;
    skos:notation "2.3, 2.5" ;
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    edu:includesKnobit <https://knobit.org/id/knobit/W-432> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-433> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-451> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-452> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-453> ;
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    dcterms:identifier "WV-5" ;
    rdfs:label "Develop BI products: reports, dashboards, visualisation and access"@en ;
    dcterms:description "Specifying reports that inform decisions honestly."@en ;
    skos:notation "2.4" ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, 2.4"@en ;
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    edu:includesKnobit <https://knobit.org/id/knobit/W-532> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-533> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-551> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-552> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-553> ;
    edu:includesKnobit <https://knobit.org/id/knobit/K12-3051> ;
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    rdfs:label "Business drivers, goals and principles"@en ;
    dcterms:description "Why DW/BI."@en ;
    skos:notation "1.1-1.2" ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, 1.1-1.2"@en ;
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    rdfs:label "DW architecture approaches and components"@en ;
    dcterms:description "Warehouse architectures."@en ;
    skos:notation "1.3.1-1.3.2" ;
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    edu:includesKnobit <https://knobit.org/id/knobit/W-902> ;
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    dcterms:identifier "WV-8" ;
    rdfs:label "Tools"@en ;
    dcterms:description "DW/BI tools."@en ;
    skos:notation "3" ;
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    edu:includesKnobit <https://knobit.org/id/knobit/W-903> ;
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    rdfs:label "Maintain data products: release, performance, operations"@en ;
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    skos:notation "2.5, 4" ;
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<https://knobit.org/id/register/dw-bi#WV-10> a edu:LearningOutcome ;
    dcterms:identifier "WV-10" ;
    rdfs:label "Implementation guidelines and DW/BI governance"@en ;
    dcterms:description "Governance."@en ;
    skos:notation "5-6" ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, 5-6"@en ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-905> ;
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<https://knobit.org/id/register/dw-bi#WV-1> a edu:LearningOutcome ;
    dcterms:identifier "WV-1" ;
    rdfs:label "Understand requirements"@en ;
    dcterms:description "Gathering and stating BI requirements."@en ;
    skos:notation "2.1" ;
    dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 11: Data Warehousing and Business Intelligence, 2.1"@en ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-131> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-132> ;
    edu:includesKnobit <https://knobit.org/id/knobit/G-532> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-151> ;
    edu:includesKnobit <https://knobit.org/id/knobit/W-152> ;
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