Predicting Salary Using Data Science: A Comprehensive Analysis.pdf
Sensemaking Spectrum: Examples
1. Joe Lamantia | Product Strategist Big Data & Discovery | joe.Lamantia@oracle.com
Sensemaking Spectrum: Example Subjects
Data
Records
Catalog
Format
Entities
Product, location
Connections
Satisfaction
Goals
Acquire
Transform
Events
Purchase
Status change
Structures & Systems
User
centric
Data
centric
Networks
Business unit
Community
Loyalty factors
Themes
Profit
Efficiency
Plans
Balance budget
Launch product
Manage risks
Business Perspective
Progressive engagement
Complexity & difficulty
Value of outcome
Activities
Traffic logging
Address change
Processes
Fulfillment
Brand monitoring
Analysis PerspectiveData Perspective
Domains
Supply chain
Industry / market
Models
Conversion
Lifetime Customer Value (Decision tree)
Measures
Attrition rate
Unit cost of materials