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Parlons datavisualisation

D&B Talks
May 26, 2014

Parlons datavisualisation

Présentation de Noémie Rivière & Mathieu Elie au D&B Talks #8

http://dbtalks.org/
http://n-m-r.fr/
http://www.mathieu-elie.net/

D&B Talks

May 26, 2014
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  1. DÉFINITION DATAVISUALISATION La datavisualisation est l’étude, la science ou l’art

    de représenter des données de façon visuelle. #dbtalks Un  résumé  visuel  des  données  chiffrées
  2. BIG DATA HAS A LITTLE BROTHER LITTLE DATA Ce que

    nous savons a propos de nous-même les  little  data,  nos  données  personnelles  prises  individuellement. #dbtalks
  3. DATA VISUALIZATION #dbtalks Infinite number of tools, because dataviz domain

    is infinite. From data art, system administration, led walls to business intelligence. Lets see some trending tools, and explore some ideas !
  4. CHAPTERS #dbtalks - d3.js the web standard, not so alone

    - ELK stack, system and BI dataviz super fast - WebGL, 3d dataviz entry point - R, explore data like a data scientist boss ! - 3d printing, dataviz in real life - processing - meet the data art - open refine, import csv, enrich, export
  5. D3.JS #dbtalks THINK D3 AS: - a javascript library with

    helpers - dom, array, scales, color swatches etc... - a dom manipulation library - a low level lib: make a bart chart maybe painfull at the beginning - but you can make really advanced visualization, with full control
  6. D3.JS #dbtalks As you can see, every examples are made

    of graphic svg primitives like square, path and so on. Possibilities are infinite and can be stuning but quite lot of work.
  7. D3.JS #dbtalks d3 is a great tools for dataviz experts,

    or those who want to lear basics. For your own need you can use more high level tools like d3 wrapper lib, or lib focused on specific viz (bar chart, map etc..).
  8. WEBGL #dbtalks Low level 3d API in browser (HTML5). three.js

    : the perfect lib to go on. Not really the job of d3.
  9. WEBGL #dbtalks Many possibilities. 3d and data works together too.

    so dont miss WebGL for your dataviz projects
  10. ELK STACK #dbtalks - logstash -> elasticsearch -> kibana -

    extra cheap dataviz and stuning - but ! you can query es too -> d3.js - elasticsearch + aggregations framework ajax call -> amazing stats to d3.js ! - explore timeline data quickly: very handy
  11. R #dbtalks - explore large sets of data - load

    csv and so on - explore data, aggregate, apply stats, find max, min, percentiles, and so on.. - produce graphs - R is not for producing dataviz - it is the perfect tool to explore your data
  12. OPEN REFINE #dbtalks - when you have large / inconsistent

    csv - explore, correct, enrich - export templates: json / es / php, anything text based !!!
  13. OPEN REFINE #dbtalks - ok for non programmers - not

    similar to R: has its own advantage - open source / free : run in browser - export templates are really amazing , endless possibilities - any time you have csv, think «open refine»
  14. PROCESSING #dbtalks - not a dataviz standard tool but... -

    great community including data art - so i think you should care.... - .... and open your mind !
  15. PROCESSING #dbtalks - community give more insights on the visual

    part of your dataviz - imagine some part of this graph are drived by data: - length of some path ? - brightness of some points ? - add maybe 3d or geo located data ?
  16. 3D PRINTING #dbtalks so ? why not 3d print data

    ? - print bars / histogram 3d - print curves: think about lines chart in 3d - and many possibilities...
  17. USE CASE : LASTFM HISTORY #dbtalks 1 ) grab lastfm

    api data from ruby 2 ) store in csv 3 ) import in open refine 4 ) export to elasticseach 5 ) call elasticsearch with ajax 6 ) display data with d3.js