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Data Journalism İstanbul Şehir University
New MediaMay 5, 2015
İstanbul
Pınar Dağ @pinardag | http://about.me/dagpinar | http://www.verigazeteciligi.com/
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What is Data Journalism?
It is journalism incorporating data Informing readers with numbers
The Umbrella Description of Investigative Journalism Modern Journalism/ ExcelJournalismJournalism with rich toolkits
Zeroes and Ones Journalism*
-DataJournalism Handbook
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Terminology
"computer assisted reporting" approximate founded 320. 000 result datajournalism approximate founded 461.000 result
"data driven journalism" approximate founded 207.000 result "data journalism" approximate founded 445.000 result
"structured journalism" approximate founded 2.220 result___
veri gazeteciliği approximate founded 60.400 result"veri gazeteciliği" approximate founded 10.900 result"veri güdümlü gazetecilik" approximate founded 176 result
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Why Now What Its Matter
Araç: Çevrimiçi Araçlara Erişimin Kolaylaşması
Open Data Culture : Goverments start to open their databases for public use and for ease of access.Increasing data tools: Data tools have become free and accessible and without technical knowledge; anyone
can make graphics, maps and visualisation easier.Trust: Turning verified data into news; helping more transparency to built trust between readers and journalists
The inclusion of different professional groups: Including different professional skills into Newsrooms eg( Statistics, Data Science, Programming, Design)
-Simon Rogers, Eva Constantaras, Pınar Dağ
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The New Way To “Write” News5 W's & 1H (5N +1K)
Kaynak: School of Data
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Not New, but The Future Of Journalism Source: Geçmiş Gazete
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Feb, 16, 1930, CumhuriyetSource: Geçmiş Gazete
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How is recent description about DDJ (2015)Click video here
Jeremy Gilbert, Washington Post“Data Journalism is one way information can be organised , information that can be sorted through.”
Michelle Minkoff, Associated Press“Data Journalism looks to structure and organise information to find meaning for our world ”
Alberto Cairo, Miami University"Using data for journalistic purposes"
Source:International Symposium on Online Journalism(ISOJ) in April 2015
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How Data Journalism Is Changing News 1. 2. 3.
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Mapping Fatal Migration Incidents in the Mediterranean
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The Process of Data Journalism - Definition and Transformation
Wikileaks files
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#Swissleaks
Swissleaks is the name of a journalistic investigation of a giant tax evasion scheme allegedly operated with the knowledge and encouragement of the British multinational bank HSBC via its Swiss subsidiary, HSBC Private Bank (Suisse). And Turkey is ranked #23 among the countries with the largest dollar amounts in the leaked Swiss files
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The 10th day of #swissleaks revealed it opened 10 investigations to HSBC(Link ) (Link)
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#luxleaks It is based on confidential information regarding Luxembourg’s tax rulings, set up by PricewaterhouseCoopers from 2002 to 2010 to the benefit of its clients. This investigation resulted in making tax rulings available to the public in November 2014 for over three hundred multinational companies in Luxembourg.
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What Is The Process?
Data Collecting Data Filtering /Cleaning/Analyzing
Data Visualization Story
*vice versa/tersi *Team work
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Rising Value To Public
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Data Collecting
Data Collecting / Making the data set is the most important part of Data Journalism . And when you decide to make your own data set then it can be more difficult.
What Can Be Data Sources Search Engines [Csv, xls,kml, pdf files, Index databases ] Data Providing Institutions Official Sites, Freedom Of Information, Datacatalogs.org,Tüik,Tübitak, Nasa, UN, World Bank, OECD Database etc. Special Data Providing Sites/Data Banks: Datahub.io, Scraperwiki, Scraper (Plugin),Gap Minder,Import.io Experts: Data Journalist, Data Experts, Data Miners, Data Scientists, Forums, School of Datas' Database, Q&A Platforms, Data Driven Journalism.Net, www.verigazeteciligi.com DDJ mailing group, Create Google Forum/StudyGet the Data, Quora), *Crowdsourcing **The Most Important One
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2015 FIRST PRE-SELECTION OF THE DATA JOURNALISM AWARDS Open Database of Deceased Workers in Turkey
http://madencilik.dagmedya.net/Click for data set
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FOI request
1 of 8 FOI requested on August 2014 received an answer on Dec 12 after 5 months. Still did not get 7 FOI request answers yet from ministry.
“Applied Jan 30 to FOI requested and received Feb 17.” Just in time
answer but with poor content.
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Data Filtering /Cleaning / Analyzing
For Data Filtering/Cleaning / Analyzing can use different programs. Below, we can see the table of data cleaning programs. Some other Programs (Spreedsheet, Google Spreadsheets, Open (libreoffice, Microsoft Excel, Google Refine , Data Wrangler, CometDocs, Ms Excel, Mr. Data Converter, SPSS etc) *GIS:Geographic information system
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x
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Data Visualization**Wikileaks Iraq war logs: every death mapped /Iraq
At this stage it is important how you present your
data and make things more easy to understand..
Some open viz examples: Silk.co, Tableau Public,
Many eyes, ColorBrewer,D3.js, FusionCharts ,
Fusion Tables , Fusion Tables Layer Wizard, Gephi ,
Google Charts , Google Maps Style Wizard ,
HighCharts , Raphaël ,SHP
Escape
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Deaths Data Set
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Missing Child Data/ News
There was the disappearance of a child in Istanbul in April 2014 and this news drove the public interest greatly. On a daily basis, hundreds of children go missing all around Turkey, however this particular case warranted more media attention, for
reasons which were unclear. Therefore, we wanted to search and make investigative data journalism based on other missing children's data etc. However we were faced with some difficulties as there were three different sets of data from
three separate sources. This made reporting or sourcing data on this subject extremely confusing.
According to the Turkey Statistical Institute (TSI):27000 children are missing
Ministry of the Interior:15000
Lost Relatives Families Association (YAKAD):30000
So upon doing some research with these organizations we were left with three difference sets of information.
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What did we do about this?●We produced news articles regarding the discrepancies in the sources of information regarding these missing
children to drive the public interest higher and alert people of these issues during the time of the previously mentioned high interest in the missing Istanbul child case. This brought awareness during this peak time to the fact that there are
problems with differences in data for this very sensitive and important issue.
What has happened since?●We made 2 FOI request in 2014 to Ministry of the Interior however we are yet to receive any answers. We will be
resending the questions again.
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Changing social structure along a bus line in Berlinhttp://interaktiv.morgenpost.de/m29/
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Case Study
Data analysis in
Action
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Winner of the DataJournalism Awards 2014A database listing more than 29,000 migrants who died on their way to Europe since 2000.
Turkey also features in the routes. Data is updated on a regular basis. The project also provides sanctions.#MigrantsFile
http://www.jplusplus.org/en/project/the-migrants-files/
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2014 Best Data Visualization Project
How New York City has changed in 12 years:e.g Bicycle paths, new buildings, including green areas
http://www.nytimes.com/newsgraphics/2013/08/18/reshaping-new-york/
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Formation of First Data Journalism Handbook
The book came out after Wikileaks files were revealed by different Newsrooms editors worldwide. The book was translated 13 languages, including Turkish. Newsrooms were: The Australian Broadcasting Corporation, The BBC, The Chicago Tribune,Deutsche Welle, The Guardian, The Financial Times,
Helsingin Sanomat, La Nación (Argentina), The New York Times, ProPublica, The Washington Post, The Texas Tribune, Verdens Gang, Wales Online ve Zeit Online
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Some WorldWide Data Journalism Portals
The Guardian Datablog , The New York Times UpShot,i100independent, ZeitOnline Datablog, The Washington Post Data Post, FiveThirtyEight,
Propublica, Badhessian.org
In Turkey Dağ Medya
www.verigazeteciligi.com
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Data Journalism Awards Since 2013 ( National /International)
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Data Journalism in Communication Faculties
Tilburg University, City University London, Stanford University, Columbia Journalism School
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28.1% of journalists say they’d like more training about
Data Journalism (rated in 2013, may be more now)
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How About Turkey?
Kadir Has University (Already Second Year 2013- Continue )In Process:
Ankara İLEF Communication (2015-2016) (Done ddj workshop)
Ege University of Communication (2015-2016) (Will do ddj workshop)
Ankara Hacettepe Communication ( 2015-2016) (Done ddj workshop)Beykent New Media (2015-2016) (Done ddj seminer)
Aydın University of Communication (Done seminer)
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How about in the media?#ddj #datajournalist #verigazeteciliği #vg
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What is our current position, and what are our future goals regardingData Journalism In Turkey?
Data Journalism Platform, Data Journalism School, Reginal Open Data /Journalism ConferenceData Journalism Workshops / Courses (In 3 Year 15 Workshops)
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Görünüm Newspaper Website Launches Test Data Section Release After DDJ Workshop ( 34 Years Old İLEF Newspaper)
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Data Journalism Platform: News from Data, Data from News (Funded by TÜBİTAK)
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How Do You Start
Be Curious /InterestRegularly reading resources
Following Hastags #ddj #ddjedu #vg #datajournalism #verigazeteciliğiSpending time in excel
Learning basic statistics (Jump to Statistics)Following the groups (Open Data Platform)
Regularly review the projects
**Golden Rule
Share The Information You Learn,And Be An Open Source For Everyone
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Thank you for listening.