s.#rinzivillo#– rinzivillo@is/.cnr.it# data visualization...

24
DATA VISUALIZATION AND VISUAL ANALYTICS S. Rinzivillo – rinzivillo@is/.cnr.it Visual Storytelling Adapted from “Narra/ve Visualiza/on: Telling Stories with Data” E. Segel and J Heer (DOI:10.1109/TVCG.2010.179)

Upload: others

Post on 02-Aug-2020

5 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

DATA  VISUALIZATION  AND    VISUAL  ANALYTICS  

S.  Rinzivillo  –  rinzivillo@is/.cnr.it  

Visual  Storytelling  Adapted  from  “Narra/ve  Visualiza/on:  Telling  Stories  with  Data”  E.  Segel  and  J  Heer  (DOI:10.1109/TVCG.2010.179)  

Page 2: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

§  58  Case  Studies  §  70%  Journalism  §  20%  Business  §  10%  Research  

Page 3: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Design  Space  

E. Segel

7 Genres

Page 4: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Genres  

(a)  Number  of  frames  (b)  Ordering  of  visual  elements  

Page 5: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Genres  +  Interac?vity  +  Messaging  

Page 6: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Mar?ni  Glass  approach  

§  Strongly  Author-­‐driven  §  First  author  narra/ve  §  Then  reader  may  explore  

§  Different  levels  §  Authoring    §  Short  or  long  stem  §  Wide  or  narrow  reader  explora/on  

The Martini Glass

Fathom

h^p://china.fathom.info/  

Page 7: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Interac?ve  Slideshow  

§  Slideshow  with  mid-­‐narra/ve  interac/ons  confined  in  each  slide  

§  A  single  slide  may  be  organized  as  a  Mar/ni  Glass  style  

§  Efficient  for  complex  data  and  narra/ve  §  Complex  data:  author  may  

guide  reader  to  different  dimensions  of  data  

§  Complex  narra/ve:  author  may  draw  discrete  boundaries  

Interactive Slideshow

NYT

h^p://www.ny/mes.com/interac/ve/2010/02/02/us/poli/cs/20100201-­‐budget-­‐porcupine-­‐graphic.html?_r=0  

Page 8: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Drill  Down  Story  

§  Presents  a  general  theme  and  allows  to  explore  par/cular  instances  

§  More  emphasis  to  the  reader  

§  Author  should  select  which  interac/ons  are  possible  and  which  explora/ons  are  feasible    

Drill Down Story

Washington Post

h^p://www.washingtonpost.com/wp-­‐srv/special/world/north-­‐korean-­‐prison-­‐camps-­‐2009/  

Page 9: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

VISUAL  DESIGN  

Page 10: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

E. Segel

Page 11: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

E. Segel

h^p://www.ny/mes.com/2006/04/02/sports/20060402_BONDS_GRAPHIC.html  

Page 12: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

E. Segel

Beginning   Middle  

End  

Page 13: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Alberto Cairo

Page 14: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

MESSAGING  

Page 15: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

E. Segel

Page 16: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

E. Segel

Page 17: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

INTERACTIVITY  

Page 18: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

E. Segel

Page 19: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Linked  Displays  -­‐  Brushing  

E. Segel

Page 20: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Example  -­‐  Crossfilter.js  

Page 21: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

EXAMPLES    

Page 22: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Art  and  Colors  

h^p://sobigdata.danielefadda.com/  

Page 23: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Rolling  Stone  500  Albums  

h^p://sobigdata.borgheresi.it/music_in_numbers/  

Page 24: S.#Rinzivillo#– rinzivillo@is/.cnr.it# DATA VISUALIZATION ...didawiki.di.unipi.it/lib/exe/fetch.php/magistraleinformaticaeconomia/... · Interac?ve$Slideshow$! Slideshow#with#midY

Social  Network  dei  Migran?  

h^p://migran/.danielefadda.com/