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须俲爢纈㣐⼿⡲ 
涸侸⡙ꬠㄐ 
@clkao 2014-08-29 
%4$5BJQFJ
5BJXBO
@clkao
Data
Data Community
Data Community 
Collaboration
Data Community 
CSohllaarbinog…rat 
ion 
tools 
knowledge 
best practices
Q“ 
” 
Data Science?
Data Method + 
Results 
Infographic designed by Rob Gill from the thenounproject.com Light Bulb designed by Roy Verhaag from the thenounproject.com Data Analyst designed by Jerry Wang from the thenounproject.
Data Method + 
Results 
Infographic designed by Rob Gill from the thenounproject.com Light Bulb designed by Roy Verhaag from the thenounproject.com Data Analyst designed by Jerry Wang from the thenounproject.
Science open 
open 
Data 
Method
Tech Science open 
closed open 
Data 
Method
Tech Science open 
open 
closed 
closed 
Data 
Method
Tech Science open 
open 
closed 
closed 
Magic 
Data 
Method
Tech Science open 
open 
closed 
closed 
Magic 
薊㕜 
灇瑖 
Data 
Method
: There are 3 kinds of lies 
薊㕜 
灇瑖 
Benjamin Disraeli (1819 - 1884, London) 
Benjamin Disraeli by Cornelius Jabez Hughes, 1878 by Cornelius Jabez Hughes, British (1819 - 1884, London, England London, England) - Harvard Art Museum/Fogg Museum, Historical 
Photographs and Special Visual Collections Department, Fine Arts Library. Licensed under Public domain via Wikimedia Commons - https://commons.wikimedia.org/wiki/ 
File:Benjamin_Disraeli_by_Cornelius_Jabez_Hughes,_1878.jpg#mediaviewer/File:Benjamin_Disraeli_by_Cornelius_Jabez_Hughes,_1878.jpg
: There are 3 kinds of lies 
薊㕜 
灇瑖 
Benjamin Disraeli (1819 - 1884, London) 
• Lies 
Benjamin Disraeli by Cornelius Jabez Hughes, 1878 by Cornelius Jabez Hughes, British (1819 - 1884, London, England London, England) - Harvard Art Museum/Fogg Museum, Historical 
Photographs and Special Visual Collections Department, Fine Arts Library. Licensed under Public domain via Wikimedia Commons - https://commons.wikimedia.org/wiki/ 
File:Benjamin_Disraeli_by_Cornelius_Jabez_Hughes,_1878.jpg#mediaviewer/File:Benjamin_Disraeli_by_Cornelius_Jabez_Hughes,_1878.jpg
: There are 3 kinds of lies 
薊㕜 
灇瑖 
Benjamin Disraeli (1819 - 1884, London) 
• Lies 
• Damn Lies 
Benjamin Disraeli by Cornelius Jabez Hughes, 1878 by Cornelius Jabez Hughes, British (1819 - 1884, London, England London, England) - Harvard Art Museum/Fogg Museum, Historical 
Photographs and Special Visual Collections Department, Fine Arts Library. Licensed under Public domain via Wikimedia Commons - https://commons.wikimedia.org/wiki/ 
File:Benjamin_Disraeli_by_Cornelius_Jabez_Hughes,_1878.jpg#mediaviewer/File:Benjamin_Disraeli_by_Cornelius_Jabez_Hughes,_1878.jpg
: There are 3 kinds of lies 
薊㕜 
灇瑖 
Benjamin Disraeli (1819 - 1884, London) 
• Lies 
• Damn Lies 
• Statistics! 
Benjamin Disraeli by Cornelius Jabez Hughes, 1878 by Cornelius Jabez Hughes, British (1819 - 1884, London, England London, England) - Harvard Art Museum/Fogg Museum, Historical 
Photographs and Special Visual Collections Department, Fine Arts Library. Licensed under Public domain via Wikimedia Commons - https://commons.wikimedia.org/wiki/ 
File:Benjamin_Disraeli_by_Cornelius_Jabez_Hughes,_1878.jpg#mediaviewer/File:Benjamin_Disraeli_by_Cornelius_Jabez_Hughes,_1878.jpg
“ 
A data scientist is a 
statistician on a Mac
刿傍涸薊㕜灇瑖
Invisible College
齡僽⦐ 
摏ꆄ遯㡦 
涸儘➿
Data Method + 
Results
Data Method + 
Results
Data Method + 
Results
Data Method + 
Results
Natural Philosophy
Natural Philosophy
Natural Philosophy
Natural Philosophy
Natural Philosophy 
Science
Data Community 
Collaboration
Lack of… 
Culture 
Habits 
To o l s 
Data Community 
Collaboration
Lack of… 
Culture 
Habits 
To o l s 
Data Community 
Collaboration 
Requires Open Data
這裡有批好柴, 
要幫忙砍嗎?
這裡有批好柴, 
要幫忙砍嗎?
這裡有批好柴, 
要幫忙砍嗎?
闍♧⦐ 
g0v莅gov涸佦✲
政治獻⾦金資料細⺫⽬目 
要⾛走進此⾨門列印 !!
政治獻⾦金資料細⺫⽬目 
要⾛走進此⾨門列印 !!
NGO
這裡有批好柴, 
要幫忙砍嗎? 
NGO
歷經兩次黑客松後......
ᇮ㓏ᤧㅊᆑㆱἄ⡃ 
ⓥˍᇝᡷ䢺 
⭤⓷㇒ᑁⁱ⭤̿ॺയᒿՅ⊴㠙
Q“ 
” 
♶㽠僽$SPXETPVSDF㌨ 
剤➊랃㣐♶✫
http://hack.g0v.tw/g0v-cy/
“ 
Crowd as Primary Source 
not just Transformation
Data Community 
Collaboration
from Social Media 
to Social Product 
Data Community 
Collaboration
㟘᏿ᬚ⌔ 
把程式、創作的原始格式分享, 
讓任何人都可以使用、改作、發布
Collaboration 
without 
(central) Coordination
Wikipedia 
“Imagine a world in which every 
single person on the planet is given 
free access to the sum of all human 
knowledge. “ - Jimmy Wales 
http://en.wikipedia.org/wiki/File:EnwikipediaArt.PNG
Wikipedia 
http://en.wikipedia.org/wiki/File:EnwikipediaArt.PNG
Wikipedia 
http://en.wikipedia.org/wiki/File:EnwikipediaArt.PNG 
Nupedia 
2000-2003
OpenStreetmap 
CC-BY-SA Derick Rethans http://vimeo.com/83164362
OpenStreetmap 
CC-BY-SA Derick Rethans http://vimeo.com/83164362
https://twitter.com/konklone/status/491665680870014976
https://twitter.com/konklone/status/491665680870014976
㟘ᬚ
㟘ᬚ 㟘ໟ
㟘ᬚ 㟘ໟ 
㟘⩅
竤麕⦐剢涸⸗⸂
20 個⽉月 
30+ 場⼤大⼩小⿊黑客松 
50+ 專案 
40+ Talks
۾Ტݶ͞⨑ּᒴ˞₅˔ 
Պᤧ㷔೟⍹⟮ᕍ᨜㌏ⅰঁᑚ 
Tom Steinberg, Director
Data Community 
Collaboration
Data Community 
2012 2013 
Collaboration 
2014
Data Community 
2012 2013 
Collaboration 
2014 
from Social Media 
to Social Product
from Social Media 
to Social Product 
Data Community 
2012 2013 
Collaboration 
2014 
With gov, org, edu…
⾼高雄氣爆事件資訊彙整:hackfoldr
⾼高雄氣爆事件資訊彙整:hackfoldr
01:08 網友製作爆炸地點地圖 
02:01 lanf0n 製作第⼀一份 hackfoldr 
02:05 tonyq 製作第⼆二份 hackfoldr 
02:07 依 Lee1092 建議合併,集中⽕火⼒力
可⾃自訂主題事件時序與地點的時間地圖 
時間軸 
地圖 
事件 
編輯 
可權限控管
可⾃自訂主題事件時序與地點的時間地圖 
時間軸 
地圖 
事件 
編輯 
可權限控管
可⾃自訂主題事件時序與地點的時間地圖 
時間軸 
地圖 
事件 
編輯 
可權限控管
醫療資訊公開整合圖表:急診到底有多忙 
依照醫院顯⽰示 
依照類型顯⽰示 
分區顯⽰示 
⾃自訂更新頻率
But how? 
Data Community 
Collaboration 
Requires Open Data
開խ源խꆄ〣 
‣ Release early, release often 
! ⭽傍ꅼⴀꦑ儘ꅼⴀ
開խ源խꆄ〣 
‣ Release early, release often 
! ⭽傍ꅼⴀꦑ儘ꅼⴀ 
‣ Patches welcome! 
姹鵔⹛䩛⥜姻
開խ源խꆄ〣 
‣ Release early, release often 
! ⭽傍ꅼⴀꦑ儘ꅼⴀ 
‣ Patches welcome! 
姹鵔⹛䩛⥜姻
ᆒѵ̜ˍз૪ 
g0v.tw⽴立法院網站想像圖 
by ipa (媒體⼯工作者)
኿؛૪੸ 
NPDLVQ㕳וCZ,JSCZ	QIPUPHSBQIFS
JS2VBMJUZ	QN
JS2VBMJUZ	QN
Back in Typhoon season 
!ZITJBOH
!ZMMBO
http://company-graph.g0v.ronny.tw/?id=39054405
https://weichengliou.github.io/blog/blog/2014/08/09/kmtnew/ 
Gilbert++
Lack of… 
Culture 
Habits 
To o l s 
Data Community 
Collaboration
◩ₗⅰՍㄤ 
進擊の程式
零時政府  
ᒴۣ᐀໺♲❌ࡲ䢿
零時政府  
ᒴۣ᐀໺♲❌ࡲ䢿
g0v motto 
˗⾾ࠏ᳤̓㷃ᦒᕔ̿ѵ㐛з
g0v motto 
˗⾾ࠏ᳤̓㷃ᦒᕔ̿ѵ㐛з 
ԯᇣべιൄᒴ「沒有人」!
因為沒有⼈人是萬能的
因為沒有⼈人是萬能的 
草根的、開源的、⼤大規模的動員。
因為沒有⼈人是萬能的 
草根的、開源的、⼤大規模的動員。 
默念開源⼼心經
因為沒有⼈人是萬能的 
草根的、開源的、⼤大規模的動員。 
默念開源⼼心經 
即說咒⽈曰:貢獻貢獻,請來貢獻,⼀一起來貢獻,菩提薩婆訶
2014/11/8 
CFP: 2014/08/31
Science open 
open 
Data 
Method 
closed 
Tech 
closed 
Magic 
薊㕜 
灇瑖
Science open 
open 
Data 
Method 
closed 
Tech 
closed 
Magic 
薊㕜 
灇瑖
Science open 
open 
Data 
Method 
closed 
Tech 
closed 
Magic 
薊㕜 
灇瑖 
Repeatable 
Verifiable
The Internet's Own Boy: The Story of Aaron Swartz 
Film by Brian Knappenberger - Luminant Media! 
http://www.takepart.com/internets-own...! 
https://www.kickstarter.com/projects/...! 
Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License!

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