Telling stories with data is an art. The effectiveness relies in the fact that, both, the visual and cognitive system work together to build a story that can, hopefully, lead to change on behaviour.

1. Storytellingcondatos
Entendiendo el mundo con visualizaciones
Leandro GuardiaBristol, UK 25 Apr 2020
https://d3js.org/

2. BID - El fin del trámite eterno: burocracia ciudadanos y gobierno digital.
Burocracia

3. BID - El fin del trámite eterno: burocracia ciudadanos y gobierno digital.
Burocracia

5. IndustryTrends
https://business.linkedin.com/content/dam/me/business/en-us/talent-solutions/emerging-jobs-report/
Emerging_Jobs_Report_U.S._FINAL.pdf

6. IndustryTrends

9. • Transformar Datos en gráficos, figuras, imágenes o vídeos
DataVisualisation

15. Para Bolivia !
Buenas noticias
Oportunidades
Importante

16. • Combination of data, visuals and narrative.
DataStorytelling

17. • Combination of data, visuals and narrative.
DataStorytelling

18. • Combination of data, visuals and narrative.
DataStorytelling

19. • Combination of data, visuals and narrative.
DataStorytelling
• Altogether, the story can change reader’s behaviour
https://www.forbes.com/sites/brentdykes/2016/03/31/data-storytelling-the-essential-data-science-skill-everyone-needs/#302b650bf0c8

20. https://visme.co/blog/data-storytelling-tips/

21. https://visme.co/blog/data-storytelling-tips/

22. https://visme.co/blog/data-storytelling-tips/

23. https://visme.co/blog/data-storytelling-tips/

24. GestaltRulesofPerception

25. SistemaVisual
https://visme.co/blog/data-storytelling-tips/
Color, contraste,
proporción, formas

26. SistemaVisual
https://visme.co/blog/data-storytelling-tips/
Color, contraste,
proporción, formas
SistemaCognitivo
Palabras, conceptos,
memoria

27. Brent Dykes
“Peoplehearstatistics,
buttheyfeelstories”
https://www.forbes.com/sites/brentdykes/2016/03/31/data-storytelling-the-essential-data-science-skill-everyone-needs/#302b650bf0c8

28. Ejemplo
https://visme.co/blog/data-storytelling-tips/
Antes

29. Ejemplo
https://visme.co/blog/data-storytelling-tips/
Después

30. DataScience

31. IndustrySalaries
https://linkedin.com/salary
Web Developer Data Scientist

32. IndustrySalaries
https://linkedin.com/salary
Web Developer Data Scientist
Ética es muy importante!

33. InSoftwareEngineering
User Reports

34. InSoftwareEngineering
Dashboards

35. InSoftwareEngineering
Data Tools
http://gabgoh.github.io/COVID/index.html

36. InSoftwareEngineering
Front End Development

37. JavaScriptTools

38. Takeaways
• Los datos son poderosos si
sabemos interpretarlos
• Visualisation != Storytelling
• El sistemas visual
automáticamente facilita la
carga cognitiva
• Se aplica en Data Science y en
Software Engineering

39. LeandroGuardia
Universidad Católica Boliviana
Ing. Sistemas
Toptal
Back End Engineer
Chevening Scholar
University of Bristol, UK
MSc Advanced Computing -
Machine Learning

40. https://www.menti.com/n629co8uqy

43. Ministerio de Comunicación - 18/Abril/20

44. Gracias
Twitter
@lean_guardia
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