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Predictive Interaction Jeffrey Heer @jeffrey_heer U. Washington / - PowerPoint PPT Presentation

Predictive Interaction Jeffrey Heer @jeffrey_heer U. Washington / Trifacta My software doesnt know what Im trying to do. What if it did? Spell / Grammar Checker Hints of Intelligent Interaction Type-ahead uses context and data to


  1. Text Selection: A Language within a Language Transforms Parameter Types Text Selection Prepositions Split Text Selection on Extract Column Selection from / to Filter Row Selection after / before Derive Formula Inference Procedure Header Enumeration 1. User Selects Text(s) Pivot Number 2. Tokenize / Generalize Aggregate String Join Boolean Union …

  2. Text Selection: A Language within a Language Transforms Parameter Types Text Selection Prepositions Split Text Selection on Extract Column Selection from / to Filter Row Selection after / before Derive Formula Inference Procedure Header Enumeration 1. User Selects Text(s) Pivot Number 2. Tokenize / Generalize Aggregate String 3. Generate Clauses Join Boolean Union …

  3. Text Selection: A Language within a Language Transforms Parameter Types Text Selection Prepositions Split Text Selection on Extract Column Selection from / to Filter Row Selection after / before Derive Formula Inference Procedure Header Enumeration 1. User Selects Text(s) Pivot Number 2. Tokenize / Generalize Aggregate String 3. Generate Clauses Join Boolean 4. Combine Clauses Union …

  4. Text Selection: A Language within a Language Transforms Parameter Types Text Selection Prepositions Split Text Selection on Extract Column Selection from / to Filter Row Selection after / before Derive Formula Inference Procedure Header Enumeration 1. User Selects Text(s) Pivot Number 2. Tokenize / Generalize Aggregate String 3. Generate Clauses Join Boolean 4. Combine Clauses Union 5. Filter & Rank Patterns …

  5. vs.

  6. Wrangle Language Building Blocks Transforms Parameter Types Split Text Selection Extract Column Selection Filter Row Selection Derive Formula Header Enumeration Pivot Number Aggregate String Join Boolean Union …

  7. Wrangle Language Building Blocks Transforms Parameter Types Split Text Selection Extract Column Selection Filter Row Selection Derive Formula Header Enumeration Pivot Number Aggregate String Join Boolean Union …

  8. Wrangle Language Building Blocks Transforms Parameter Types Inference Procedure Split Text Selection Extract Column Selection Filter Row Selection Derive Formula Header Enumeration Pivot Number Aggregate String Join Boolean Union …

  9. Wrangle Language Building Blocks Transforms Parameter Types Inference Procedure Split Text Selection 1. User Makes Selection(s) Extract Column Selection Filter Row Selection Derive Formula Header Enumeration Pivot Number Aggregate String Join Boolean Union …

  10. Wrangle Language Building Blocks Transforms Parameter Types Inference Procedure Split Text Selection 1. User Makes Selection(s) Extract Column Selection 2. Infer Parameter Sets Filter Row Selection Derive Formula Header Enumeration Pivot Number Aggregate String Join Boolean Union …

  11. Wrangle Language Building Blocks Transforms Parameter Types Inference Procedure Split Text Selection 1. User Makes Selection(s) Extract Column Selection 2. Infer Parameter Sets Filter Row Selection 3. Generate Compatible Transforms Derive Formula Header Enumeration Pivot Number Aggregate String Join Boolean Union …

  12. Wrangle Language Building Blocks Transforms Parameter Types Inference Procedure Split Text Selection 1. User Makes Selection(s) Extract Column Selection 2. Infer Parameter Sets Filter Row Selection 3. Generate Compatible Transforms Derive Formula 4. Rank & Cluster Transforms Header Enumeration Pivot Number Aggregate String Join Boolean Union …

  13. Wrangle Language Building Blocks Transforms Parameter Types Inference Procedure Split Text Selection 1. User Makes Selection(s) Extract Column Selection 2. Infer Parameter Sets Filter Row Selection 3. Generate Compatible Transforms Derive Formula 4. Rank & Cluster Transforms Header Enumeration 5. Present Top Results Pivot Number Aggregate String Join Boolean Union …

  14. Predictive Interaction

  15. Auto-Complete GUIDE DECIDE predict pick type Textbox Response Suggestions Query Search Engine Query

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