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Data Mining

Principal Component Analysis

Data Mining

Principal Component Analysis

Process of extracting and discovering patterns in large data sets

Method of data analysis

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Dialectical Questions

General

How are Data Mining and Principal Component Analysis the same?

How are Data Mining and Principal Component Analysis different?

What does Data Mining highlight about Principal Component Analysis?

What does Principal Component Analysis highlight about Data Mining?

Where do Data Mining and Principal Component Analysis most directly clash?

Where do Data Mining and Principal Component Analysis unexpectedly connect?

What are the main strengths of Data Mining compared to Principal Component Analysis?

What are the main strengths of Principal Component Analysis compared to Data Mining?

What are the main weaknesses of Data Mining compared to Principal Component Analysis?

What are the main weaknesses of Principal Component Analysis compared to Data Mining?

What larger context includes both Data Mining and Principal Component Analysis?

How might Data Mining and Principal Component Analysis balance or complement each other?

What would the world look like if Data Mining dominated?

What would the world look like if Principal Component Analysis dominated?

What would be lost if Data Mining disappeared?

What would be lost if Principal Component Analysis disappeared?

How might Data Mining and Principal Component Analysis depend on each other?

What hidden patterns link Data Mining and Principal Component Analysis?

How might Data Mining and Principal Component Analysis evolve in the future?

Can the conflict between Data Mining and Principal Component Analysis be resolved—or only managed?

Self & Identity

How do Data Mining and Principal Component Analysis shape ideas of identity?

What does choosing Data Mining over Principal Component Analysis say about the self?

How might people identify with Data Mining differently than with Principal Component Analysis?

Culture & Symbol

What cultural meanings are attached to Data Mining and to Principal Component Analysis?

How are Data Mining and Principal Component Analysis represented in symbols, stories, or media?

What metaphors capture the tension between Data Mining and Principal Component Analysis?

History & Memory

How has history treated Data Mining compared to Principal Component Analysis?

What past conflicts or links between Data Mining and Principal Component Analysis still matter today?

How do memories of Data Mining affect the way we see Principal Component Analysis?

Nature & Cosmos

How do Data Mining and Principal Component Analysis relate to the natural world?

How does Data Mining reflect universal laws differently from Principal Component Analysis?

What natural metaphors describe Data Mining and Principal Component Analysis?

Body & Health

How do Data Mining and Principal Component Analysis each affect human wellbeing?

What emotions or sensations are tied to Data Mining versus Principal Component Analysis?

How do Data Mining and Principal Component Analysis relate to survival or resilience?

Economy & Work

How do Data Mining and Principal Component Analysis change the meaning of work or value?

How do Data Mining and Principal Component Analysis compete for resources?

What would everyday life look like under Data Mining versus Principal Component Analysis?

Power & Control

How does Data Mining try to control or influence Principal Component Analysis?

How does Principal Component Analysis try to control or influence Data Mining?

Who gains power if Data Mining dominates Principal Component Analysis, or if Principal Component Analysis dominates Data Mining?

Learning & Knowing

How do Data Mining and Principal Component Analysis define knowledge differently?

What kinds of truth are emphasized by Data Mining versus Principal Component Analysis?

How does comparing Data Mining and Principal Component Analysis expand what we know?

Technology & Tools

How do Data Mining and Principal Component Analysis influence the tools people use?

How do Data Mining and Principal Component Analysis change through new technologies?

How do Data Mining and Principal Component Analysis shape the pace of progress?

Imagination & Play

How do Data Mining and Principal Component Analysis inspire creativity or play?

What games or stories can be told about Data Mining vs Principal Component Analysis?

How do Data Mining and Principal Component Analysis shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Data Mining? To Principal Component Analysis?

How would art or music express Data Mining compared to Principal Component Analysis?

What inner conflicts arise when choosing between Data Mining and Principal Component Analysis?

Paradigms & Patterns

What assumptions about reality are revealed by Data Mining versus Principal Component Analysis?

What patterns link Data Mining and Principal Component Analysis?

How could Data Mining and Principal Component Analysis be combined into a new paradigm?

Data Mining

Principal Component Analysis