02 Data Requirements for Analytics Flashcards Preview

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Flashcards in 02 Data Requirements for Analytics Deck (14)
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1
Q

Tell me what the process of production and consumption of data entails?

A
  1. Business REQUIREMENTS.
  2. Data sources (SYSTEMS of record and others)
  3. Data Warehouse (data marts)
  4. Data models (used by analysts)
  5. Analytics Output
2
Q

What are the types of data out there?

A
  1. Unstructured
  2. Transactional
  3. Metadata
  4. Hierarchical
  5. Master
3
Q

What is UNSTRUCTURED data?

A

E-mails, white papers, corporate intranet portals, product specifications, marketing collateral, PDF files

4
Q

What is TRANSACTIONAL data?

A

Monetary and non-monetary interactions (deliveries, invoices, trouble tickets, claims)

5
Q

What is METADATA data?

A

Data about other data

6
Q

What is HIERARCHY data?

A

Stores relationships between other data (like company organisational structures or product lines)

7
Q

What are the THREE LAYERS of Data Requirements for ANalyticssss?

A
  • Organisational
  • OPerational
  • Technical
8
Q

What are the THREE DIMENSIONSSS of Data Requirements for ANalyticssss?

A
  • Functional
  • Corporate governance
  • Measurement
9
Q

Explain the oRgAniSatiOnaL level of data requirements?

A

1) Business capabilities: reporting, analysing, measuring, monitoring, forecasting, visualisation, search
2) Business value: strategic/operational/tactical value, cost vs. value, ROI/ROA

10
Q

Explain the OPERATIONAL level of data requirements?

A

1) Business services: metrics, analysis, querying, reporting

2) Business applications: monitoring & management systems, information

11
Q

Explain the Technical level of data requirements?

A

1) Service levels: performance, capacity, security, availability
2) Technology: data/metadata mgmt., data integration, warehousing, analytics

12
Q

What are some aspects of the Functional Dimension????

A
Strategy
Finance
HR
Marketing
Sales
13
Q

What are some aspects of the Governance Dimension????

A

Policy
Compliance
Risk
Audit

14
Q

What are some aspects of the Measurement Dimension????

A
Measures
Metrics
Indicators
References
Trends