資料新聞學手冊導讀

Transcript

2. Kirby Wu
3. Disclaimer infographics.tw 0media.tw
4. 導讀
5. 04/20 09:42 規模 6.3 @ 花蓮外海
6. 04/20 10:33 台灣歷年災害型地震視覺化
10. from 台⼤大新聞 E 論壇 / 新聞所視覺化課程專題
11. Data Journalism? Journalism done with data new possibilities that open up when you combine “nose for news“ and ability to “tell a compelling story” with the sheer scale and range of digital information － Paul Bradshaw, Brimingham City University
12. Data Journalism? Journalism done with data new possibilities that open up when you combine “nose for news“ and ability to “tell a compelling story” with the sheer scale and range of digital information － Paul Bradshaw, Brimingham City University 新聞？ 說？ 扣⼈人⼼心弦？ 故事？
13. Why Data Journalism? Report could be verified by replication New Approaches to Storytelling Another Kind of Journalism Data Journalism is the Future Updating Skill Set ……
14. Why Data Journalism?
15. Mobile Web Internet of Things Journalism
16. 2011.11.4 ~11.6 Jonathan Gray Liliana Bounegru
20. Introduction In the News room Case Studies Getting Data Understanding Data Delivering Data
21. ⼯工具 － 有什麼⼯工具可以使⽤用？ 我要怎麼找資料？ — 資料 我要怎麼⽤用資料說故事？ － 敘事 分⼯工 － 別⼈人都怎麼做的？
22. 實戰 ⼼心法 資料 ⼯工具 敘事 分⼯工 資料 ⼯工具 敘事 分⼯工 Chapter 2 ~ 3 Chapter 4 ~ 6
23. BBC ABC Chicago Tribune Guardian Datablog Zeit Online Data Journalism Play
24. Developer Journalist Data Expertise consultants PM Developer Journalist Designer coding Journalist open gov community ABC BBC Chicago Tribune Editorial team outsourced developer 
 ( from Open Data Network ) Zeit Online
25. 資料 故事 設計 新聞
 視覺化 研究型
 視覺化 敘事型 視覺化 新聞報導
26. Developer Designer Journalist 新聞
 視覺化 研究型
 視覺化 敘事型 視覺化 新聞報導
27. Developer Designer Journalist 新聞
 視覺化 研究型
 視覺化 敘事型 視覺化 新聞報導 PM Coding Journalist Editorial Team ⼈人型⾃自⾛走砲 Consultant NGO
 Hacker
28. Daily 5mins Meeting pair programming 1 week life cycle Chicago Tribune 芝 加 哥 論 壇 報 Developer Data Editors Ideas Developer editor-centric Agile Work Style coding Journalist open gov community
29. Developer Designer Journalist 新聞
 視覺化 研究型
 視覺化 敘事型 視覺化 新聞報導 Coding Journalist Editorial Team ⼈人型⾃自⾛走砲 Consultant NGO
 Hacker
30. theguardian Datablog 衛 報 資 料 部 落 格 Locating Data Brainstorming Decide Form Story Graphic Visualization “ … to become a sort of super hacker, … but a lot of the work we do is just in Excel”
33. Developer Designer Journalist 新聞
 視覺化 研究型
 視覺化 敘事型 視覺化 新聞報導 Coding Journalist Editorial Team ⼈人型⾃自⾛走砲 Consultant NGO
 Hacker
35. 企劃 採訪 設計 程式 編輯 Ai Hackpad Github Google Drive Google Spreadsheet Hackpad API Internet feat. 0media.tw
36. Developer Designer Journalist 新聞
 視覺化 研究型
 視覺化 敘事型 視覺化 新聞報導 Coding Journalist Editorial Team ⼈人型⾃自⾛走砲 Consultant NGO
 Hacker Freelancer Designer
39. 資料科學愛好者年會 2015 視覺化閃電秀 Data Journalism Bootcamp g0v.tw + world bank 2015. 08
40. 實戰 ⼼心法 資料 ⼯工具 敘事 分⼯工 資料 ⼯工具 敘事 分⼯工 Chapter 2 ~ 3 Chapter 4 ~ 6
41. Get Data Understand Data Deliver Data Scrape / Search Parse / Analysis Visualize / Report
42. Get Data Understand Data Deliver Data Tool Tips Case
 Study Tool Tips Case
 Study Tool Tips Case
 Study
44. Get Data Understand Data Deliver Data scrape webpage visualization 
 via webpage partial data: donation of online credit card
45. Get Data Understand Data Deliver Data nodejs chart.js github
46. Forum Ask Expert Government Google Web Scrape Crowd
 sourcing Getting Data
47. Forum g0v.tw Ask Expert Professor Government data.gov.tw Google Web Scrape g0v projects crowdsourcing
 政治獻⾦金專案 Getting Data
48. Google site:data.gov.tw filetype:xls search by expected content use “” by date and region
49. Web as Source whois archive.org similarweb & alexa.com
 blekko & compete Google Trends
50. Fashion Trends in Google Search NewYork Times, 4/26 ‘05
53. Understanding Data * collect method * reliability * undocument * range * sample size
54. d3 Junar Tableau Public Qlikview NitroPDF Google Fusion Table Flot RStudio OpenOffice Calc Scraperwiki RaphaelJS MS Access ESRI ArcMap TextWrangler CSVKit MatPlotLib NumPy MapBox OpenStreetMap SPSS R Vim Sublime Text PostgreSQL MySQL Django Excel QGIS Google Spreadsheet
55. d3 Junar Tableau Public Qlikview NitroPDF Google Fusion Table Flot RStudio OpenOffice Calc Scraperwiki RaphaelJS MS Access ESRI ArcMap TextWrangler CSVKit MatPlotLib NumPy MapBox OpenStreetMap SPSS R Vim Sublime Text PostgreSQL MySQL Django Excel QGIS Google Spreadsheet data manage text editing coding coding visualization visualization tool data cleaning statistics map data manage statistics
56. Data Cleaning Data Manage Text Editing Statistics Coding Visualization Coding Visualization Tool Visualization Map vim scraperwiki textwrangle SQL spreadsheet R, SPSS django D3, flot Tableau Public QGIS 資料爬梳 格式化 分析 呈現
58. DATA STORY
59. investigation is also a story DATA STORY
66. Tip 1: Use Small Visualization to Orient
67. Tip 2: From Different Side of Data
68. Tip 3: Don’t Assume
69. Tip 4: Avoid obsessing over precision
70. Tip 5: Create Chronologies
71. Tip 6: Meet with Designer earlier
73. Approach?
 visualize? animation?
 Open Data? Viz as a Tool
 tips to use viz to help Viz as an Approach
 time series, comparing, 
 flow, connection… Viz Tools
 visualization Tools Delivering Data
74. Data Visualization Tools Google Fusion Table Tableau Public Google Spreadsheet Charts Many Eyes Color Brewer iChart plot.ly Cartodb Amchart highchart infogr.am venngage DataHero
75. 實戰 ⼼心法 資料 ⼯工具 敘事 分⼯工 資料 ⼯工具 敘事 分⼯工 Chapter 2 ~ 3 Chapter 4 ~ 6
76. 結語
77. If professional journalism －
 
 and by that I mean those who embrace ethical, balanced, courageous truth seeking storytelling 
 － is to survive, then the craft must reassert itself in the digital space.
78. Data journalism is just another tool by which we will navigate the digital space