Measuring the happiness of large scale written expression harsh

Measuring the Happiness of Large-Scale Written Expression: Songs, Blogs, and Presidents Author: Peter Sheridan Dodds and Christopher M. Danforth Department of Mathematics and Statistics University of Vermont, Burlington, VT,USA

Introduction ,[object Object],[object Object],[object Object],[object Object]

Measurement of Happiness ,[object Object],[object Object],[object Object]

ANEW Study ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Psychological Valence Scale ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Psychological Valence Scale ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Estimate overall valence of text ( V text ) ,[object Object],[object Object],[object Object]

Examples to calculate valence of text ,[object Object],[object Object],[object Object],[object Object]

Evaluation of valence for a song, album and artist.

Why use Large-Scale Texts? ,[object Object],[object Object],[object Object],[object Object]

Description of Large-Scale Texts Studied ,[object Object],[object Object],[object Object]

Data Sources ,[object Object],[object Object],[object Object],[object Object],[object Object]

Inferences from Plots ,[object Object],[object Object],[object Object],[object Object],[object Object]

Results ,[object Object],[object Object]

Analyze using Valence Shift Word Graph ,[object Object],[object Object],[object Object]

[object Object],[object Object],[object Object],[object Object],[object Object]

[object Object],[object Object],[object Object],[object Object],Valence Shift Word Graph Explained

[object Object],[object Object],[object Object]

[object Object],[object Object]

Measure Valence in Real Time (Blogs)

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Human response via Blogs Explained ,[object Object],[object Object],[object Object]

Blog Demographics & Contextual Info.

Blog Demographics & Contextual Info. ,[object Object],[object Object],[object Object],[object Object]

Gender Comparison ,[object Object],[object Object],[object Object]

State of Union Addresses(SOTU)

Historical events resonant with SOTU ,[object Object],[object Object],[object Object],[object Object],[object Object]

Historical events resonant with SOTU ,[object Object],[object Object],[object Object]

Measuring the happiness of large scale written expression harsh

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Measuring the happiness of large scale written expression harsh