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须俲爢纈㣐⼿⡲ 
涸侸⡙ꬠㄐ 
@clkao 2014-08-29 
%4$5BJQFJ
5BJXBO
@clkao
Data
Data Community
Data Community 
Collaboration
Data Community 
CSohllaarbinog…rat 
ion 
tools 
knowledge 
best practices
Q“ 
” 
Data Science?
Data Method + 
Results 
Infographic designed by Rob Gill from the thenounproject.com Light Bulb designed by Roy Verhaag fr...
Data Method + 
Results 
Infographic designed by Rob Gill from the thenounproject.com Light Bulb designed by Roy Verhaag fr...
Science open 
open 
Data 
Method
Tech Science open 
closed open 
Data 
Method
Tech Science open 
open 
closed 
closed 
Data 
Method
Tech Science open 
open 
closed 
closed 
Magic 
Data 
Method
Tech Science open 
open 
closed 
closed 
Magic 
薊㕜 
灇瑖 
Data 
Method
: There are 3 kinds of lies 
薊㕜 
灇瑖 
Benjamin Disraeli (1819 - 1884, London) 
Benjamin Disraeli by Cornelius Jabez Hughes,...
: There are 3 kinds of lies 
薊㕜 
灇瑖 
Benjamin Disraeli (1819 - 1884, London) 
• Lies 
Benjamin Disraeli by Cornelius Jabez...
: There are 3 kinds of lies 
薊㕜 
灇瑖 
Benjamin Disraeli (1819 - 1884, London) 
• Lies 
• Damn Lies 
Benjamin Disraeli by Co...
: There are 3 kinds of lies 
薊㕜 
灇瑖 
Benjamin Disraeli (1819 - 1884, London) 
• Lies 
• Damn Lies 
• Statistics! 
Benjamin...
“ 
A data scientist is a 
statistician on a Mac
刿傍涸薊㕜灇瑖
Invisible College
齡僽⦐ 
摏ꆄ遯㡦 
涸儘➿
Data Method + 
Results
Data Method + 
Results
Data Method + 
Results
Data Method + 
Results
Natural Philosophy
Natural Philosophy
Natural Philosophy
Natural Philosophy
Natural Philosophy 
Science
Data Community 
Collaboration
Lack of… 
Culture 
Habits 
To o l s 
Data Community 
Collaboration
Lack of… 
Culture 
Habits 
To o l s 
Data Community 
Collaboration 
Requires Open Data
這裡有批好柴, 
要幫忙砍嗎?
這裡有批好柴, 
要幫忙砍嗎?
這裡有批好柴, 
要幫忙砍嗎?
闍♧⦐ 
g0v莅gov涸佦✲
政治獻⾦金資料細⺫⽬目 
要⾛走進此⾨門列印 !!
政治獻⾦金資料細⺫⽬目 
要⾛走進此⾨門列印 !!
NGO
這裡有批好柴, 
要幫忙砍嗎? 
NGO
歷經兩次黑客松後......
ᇮ㓏ᤧㅊᆑㆱἄ⡃ 
ⓥˍᇝᡷ䢺 
⭤⓷㇒ᑁⁱ⭤̿ॺയᒿՅ⊴㠙
Q“ 
” 
♶㽠僽$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 
kno...
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/...
The Internet's Own Boy: The Story of Aaron Swartz 
Film by Brian Knappenberger - Luminant Media! 
http://www.takepart.com/...
◩ₗⅰՍㄤ 
進擊の資料
Open Access 
+ 
Open Collaboration 
♥️
ワワ⡳⢔ 
ᕲ⮍εⁱg0v.tw⽔ε䢬͞Ğ׼⁨CC୫ܓឱ⍵⇀ܒᑚཕ̷֯3.0۾ᲢእᡨᚄᢋĞ㕱֦
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
資料、社群、大協作 - 零時政府的數位革命
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資料、社群、大協作 - 零時政府的數位革命

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高嘉良 (Chia-liang Kao)
g0v.tw 台灣零時政府共同創辦人

喜歡寫程式、泡湯。參加 1997 年國際資訊奧林匹亞後,進入台大資訊系就讀,即活躍於國內外開放源碼社群,隨後旅居英國倫敦從事軟體開發及顧問工作。現為美商 Socialtext Inc. 及台灣工業技術研究院軟體開發顧問。2012 年發起 g0v.tw 台灣零時政府。

Published in: Technology

資料、社群、大協作 - 零時政府的數位革命

  1. 1. 须俲爢纈㣐⼿⡲ 涸侸⡙ꬠㄐ @clkao 2014-08-29 %4$5BJQFJ 5BJXBO
  2. 2. @clkao
  3. 3. Data
  4. 4. Data Community
  5. 5. Data Community Collaboration
  6. 6. Data Community CSohllaarbinog…rat ion tools knowledge best practices
  7. 7. Q“ ” Data Science?
  8. 8. 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.
  9. 9. 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.
  10. 10. Science open open Data Method
  11. 11. Tech Science open closed open Data Method
  12. 12. Tech Science open open closed closed Data Method
  13. 13. Tech Science open open closed closed Magic Data Method
  14. 14. Tech Science open open closed closed Magic 薊㕜 灇瑖 Data Method
  15. 15. : 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
  16. 16. : 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
  17. 17. : 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
  18. 18. : 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
  19. 19. “ A data scientist is a statistician on a Mac
  20. 20. 刿傍涸薊㕜灇瑖
  21. 21. Invisible College
  22. 22. 齡僽⦐ 摏ꆄ遯㡦 涸儘➿
  23. 23. Data Method + Results
  24. 24. Data Method + Results
  25. 25. Data Method + Results
  26. 26. Data Method + Results
  27. 27. Natural Philosophy
  28. 28. Natural Philosophy
  29. 29. Natural Philosophy
  30. 30. Natural Philosophy
  31. 31. Natural Philosophy Science
  32. 32. Data Community Collaboration
  33. 33. Lack of… Culture Habits To o l s Data Community Collaboration
  34. 34. Lack of… Culture Habits To o l s Data Community Collaboration Requires Open Data
  35. 35. 這裡有批好柴, 要幫忙砍嗎?
  36. 36. 這裡有批好柴, 要幫忙砍嗎?
  37. 37. 這裡有批好柴, 要幫忙砍嗎?
  38. 38. 闍♧⦐ g0v莅gov涸佦✲
  39. 39. 政治獻⾦金資料細⺫⽬目 要⾛走進此⾨門列印 !!
  40. 40. 政治獻⾦金資料細⺫⽬目 要⾛走進此⾨門列印 !!
  41. 41. NGO
  42. 42. 這裡有批好柴, 要幫忙砍嗎? NGO
  43. 43. 歷經兩次黑客松後......
  44. 44. ᇮ㓏ᤧㅊᆑㆱἄ⡃ ⓥˍᇝᡷ䢺 ⭤⓷㇒ᑁⁱ⭤̿ॺയᒿՅ⊴㠙
  45. 45. Q“ ” ♶㽠僽$SPXETPVSDF㌨ 剤➊랃㣐♶✫
  46. 46. http://hack.g0v.tw/g0v-cy/
  47. 47. “ Crowd as Primary Source not just Transformation
  48. 48. Data Community Collaboration
  49. 49. from Social Media to Social Product Data Community Collaboration
  50. 50. 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
  51. 51. Collaboration without (central) Coordination
  52. 52. 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
  53. 53. Wikipedia http://en.wikipedia.org/wiki/File:EnwikipediaArt.PNG
  54. 54. Wikipedia http://en.wikipedia.org/wiki/File:EnwikipediaArt.PNG Nupedia 2000-2003
  55. 55. OpenStreetmap CC-BY-SA Derick Rethans http://vimeo.com/83164362
  56. 56. OpenStreetmap CC-BY-SA Derick Rethans http://vimeo.com/83164362
  57. 57. https://twitter.com/konklone/status/491665680870014976
  58. 58. https://twitter.com/konklone/status/491665680870014976
  59. 59. 㟘ᬚ
  60. 60. 㟘ᬚ 㟘ໟ
  61. 61. 㟘ᬚ 㟘ໟ 㟘⩅
  62. 62. 竤麕⦐剢涸⸗⸂
  63. 63. 20 個⽉月 30+ 場⼤大⼩小⿊黑客松 50+ 專案 40+ Talks
  64. 64. ۾Ტݶ͞⨑ּᒴ˞₅˔ Պᤧ㷔೟⍹⟮ᕍ᨜㌏ⅰঁᑚ Tom Steinberg, Director
  65. 65. Data Community Collaboration
  66. 66. Data Community 2012 2013 Collaboration 2014
  67. 67. Data Community 2012 2013 Collaboration 2014 from Social Media to Social Product
  68. 68. from Social Media to Social Product Data Community 2012 2013 Collaboration 2014 With gov, org, edu…
  69. 69. ⾼高雄氣爆事件資訊彙整:hackfoldr
  70. 70. ⾼高雄氣爆事件資訊彙整:hackfoldr
  71. 71. 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
  72. 72. 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
  73. 73. 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
  74. 74. 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
  75. 75. 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
  76. 76. But how? Data Community Collaboration Requires Open Data
  77. 77. 開խ源խꆄ〣 ‣ Release early, release often ! ⭽傍ꅼⴀꦑ儘ꅼⴀ
  78. 78. 開խ源խꆄ〣 ‣ Release early, release often ! ⭽傍ꅼⴀꦑ儘ꅼⴀ ‣ Patches welcome! 姹鵔⹛䩛⥜姻
  79. 79. 開խ源խꆄ〣 ‣ Release early, release often ! ⭽傍ꅼⴀꦑ儘ꅼⴀ ‣ Patches welcome! 姹鵔⹛䩛⥜姻
  80. 80. ᆒѵ̜ˍз૪ g0v.tw⽴立法院網站想像圖 by ipa (媒體⼯工作者)
  81. 81. ኿؛૪੸ NPDLVQ㕳וCZ,JSCZ QIPUPHSBQIFS
  82. 82. JS2VBMJUZ QN
  83. 83. JS2VBMJUZ QN
  84. 84. Back in Typhoon season !ZITJBOH
  85. 85. !ZMMBO
  86. 86. http://company-graph.g0v.ronny.tw/?id=39054405
  87. 87. https://weichengliou.github.io/blog/blog/2014/08/09/kmtnew/ Gilbert++
  88. 88. Lack of… Culture Habits To o l s Data Community Collaboration
  89. 89. ◩ₗⅰՍㄤ 進擊の程式
  90. 90. 零時政府 ᒴۣ᐀໺♲❌ࡲ䢿
  91. 91. 零時政府 ᒴۣ᐀໺♲❌ࡲ䢿
  92. 92. g0v motto ˗⾾ࠏ᳤̓㷃ᦒᕔ̿ѵ㐛з
  93. 93. g0v motto ˗⾾ࠏ᳤̓㷃ᦒᕔ̿ѵ㐛з ԯᇣべιൄᒴ「沒有人」!
  94. 94. 因為沒有⼈人是萬能的
  95. 95. 因為沒有⼈人是萬能的 草根的、開源的、⼤大規模的動員。
  96. 96. 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
  97. 97. 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
  98. 98. 2014/11/8 CFP: 2014/08/31
  99. 99. Science open open Data Method closed Tech closed Magic 薊㕜 灇瑖
  100. 100. Science open open Data Method closed Tech closed Magic 薊㕜 灇瑖
  101. 101. Science open open Data Method closed Tech closed Magic 薊㕜 灇瑖 Repeatable Verifiable
  102. 102. 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!
  103. 103. 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!
  104. 104. ◩ₗⅰՍㄤ 進擊の資料
  105. 105. Open Access + Open Collaboration ♥️
  106. 106. ワワ⡳⢔ ᕲ⮍εⁱg0v.tw⽔ε䢬͞Ğ׼⁨CC୫ܓឱ⍵⇀ܒᑚཕ̷֯3.0۾ᲢእᡨᚄᢋĞ㕱֦

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