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The Data Journalism Handbook: How Journalists Can Use Data to Improve the News

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When you combine the sheer scale and range of digital information now available with a journalist’s "nose for news" and her ability to tell a compelling story, a new world of possibility opens up. With The Data Journalism Handbook, you’ll explore the potential, limits, and applied uses of this new and fascinating field.

This valuable handbook has attracted scores of contributors since the European Journalism Centre and the Open Knowledge Foundation launched the project at MozFest 2011. Through a collection of tips and techniques from leading journalists, professors, software developers, and data analysts, you’ll learn how data can be either the source of data journalism or a tool with which the story is told—or both.


Examine the use of data journalism at the BBC, the Chicago Tribune, the Guardian, and other news organizations
Explore in-depth case studies on elections, riots, school performance, and corruption
Learn how to find data from the Web, through freedom of information laws, and by "crowd sourcing"
Extract information from raw data with tips for working with numbers and statistics and using data visualization
Deliver data through infographics, news apps, open data platforms, and download links

238 pages, Paperback

First published August 1, 2012

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About the author

Jonathan W. Y. Gray

14 books30 followers

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Displaying 1 - 13 of 13 reviews
Profile Image for Ahmed.
27 reviews9 followers
July 22, 2015
Easily a favorite "technical" book of mine. It's rare I read a book on the power of data / coding to do good in the world. This book did an excellent job of interviewing reporters and developers at the Guardian, ProPublica, La Nation, the Associated Press -- to get a true look at how data and data visualization can be used effectively in journalism. The book offered a perfect blend of case studies, technical recommendations, and use considerations.

I walked away with a lot more interest in data visualization and a better understanding of the tools needed to get better at it.
Profile Image for Utti.
499 reviews35 followers
September 26, 2018
A wonderful guide to learn more about datajournalism.
Fully available on the website http://datajournalismhandbook.org, it gives an amazing overview of the opportunities given to journalists by the information age.
One of the most beautiful thing of the book is the presence of examples and inputs.
Profile Image for David.
90 reviews12 followers
October 5, 2023
Before writing a review it's worth explaining how the handbook came about: at MozFest 2011/12 a bunch of data journalists conceived this project. A collaborative book which explains everything the contributors knew about this new field. It is raw, has the passion, and the insight on what data journalism could do for both journalism, the web, (and even ones career).

As a Data Journalist I work in B2B marketing and thought leadership, so the news/journalistic angle might seem not totally relevant to me - but I still found it useful.

You're not going to get a bunch of how-tos here, or just case studies or "stories behind the stories" but a matter of tips, reflections, and advice for the data journalist, no matter their level. Definitely recommend to new entrants into the field.

I'm also a bit of a nerd for reading things not in my own time - this was published in 2012, so it's pretty cool seeing the data stories they're talking about (post wikileaks, pre Panama papers). For instance I remember the MP expenses scandal, and the care home scandle in the UK around 2009, so it was pretty cool reading about how the data journalists achieved those stories with technology at the time.

Oh, it's also fun to note how fast technology has moved. In the book they discuss using Google fusion tables (Google's closed that), and sometimes they mention Adobe Flash (shock! Horror!). But you can see mention of tools which are still around today, which is a sign they'll be around for longer (D3.JS, Python, MySQL). There were also some off the shelf tools which while old, are still used sometimes in my workflow (Colour Brewer for instance).

The best version is the PDF version on their website (and it's free). I found at the time, the kindle version to be a bit out of date compared to the PDF version. Not to mention the sequel, Handbook 2, is also only available as a PDF version. I'm not great at reading 200+ page PDFs on screens, so I just printed it out in the office and put it into a binder. May be bad for trees, but it's good for my knowledge (and actually reading the damn thing). Recommend you do the same, unless you have a superpower I don't have, and regularly read large PDFs on screens.
Profile Image for Maged M..
79 reviews2 followers
May 28, 2017
شمل الكتاب مجموعه من الأفكار التي تم تطبيقها في الصحافة من خلال تحليل البيانات المتاحه من الجهات المختصه او من خلال شبكات التواصل الاجتماعي.
الجميل في هذا الكتاب تطبيق الفكره في اكثر من مكان من خلال مشاركه المعلومات.

أعجبت بفكره دوري المدارس لتقييم المدارس ومستوى الطلاب بها. وتتبع مصادر الشائعات على تويتر ومدى وتاثيرها على الجمهور. واسباب الشغب في عدة حوادث تمت في دول مختلفه. بالاضافة لبعض الافكار المبتكره في الصحه والتربية والحياة الاجتماعية بين الافراد.

في نهاية الكتاب شرح الكاتب العديد من الادوات المستخدمه لافضل توصيف للبيانات. وكيفيه الحصول على البيانات من خلال عدة مصادر مختلفه.
Profile Image for Shawn.
175 reviews6 followers
July 19, 2012
The par­tic­u­larly well-conceived infographic that illus­trates the story arc of this hand­book star­ted my rela­tion­ship with the book on a very pos­it­ive tone. The dia­gram provides a superb roadmap and gives me (as a self-perceived visual thinker) an indic­a­tion of where I can derive the most value from it. It also describes the gen­eral intent of the book itself and I give it a very strong recom­mend­a­tion. Accord­ing to the accom­pa­ny­ing nar­rat­ive it was con­ceived and ini­tially con­struc­ted in a 48 hours ses­sion at MozFest 2011 and then refined online amongst a large group of con­trib­ut­ors. The Data Journ­al­ism Hand­book (an early release ver­sion is what I have been provided with and am review­ing) is aimed to “give you a sense of how to get star­ted [with data journ­al­ism] and where to look if you want to go fur­ther. Examples and tutori­als serve to be illus­trat­ive rather than exhaust­ive.” So why I am read­ing this? Nat­ural inquis­it­ive­ness of course, but also to explore this concept of telling a story with num­bers … or with other forms of data. Pro­fes­sional and per­son­ally it interests me — and I found this col­lec­ted volume a treas­ure trove of real-world examples, pithy obser­va­tions and real nug­gets of emer­ging thought.

This instruc­tional and thought-provoking book looks to the a rap­idly emer­ging sec­tor of the media engaged around present­ing, inter­pret­ing and most innov­at­ively devel­op­ing and provid­ing inter­act­ive tools for work­ing with pub­licly avail­able data — as part of a ‘new’ media ini­ti­at­ive. It is not a ‘nor­mally struc­tured’ sort of book. In this I mean it is far less struc­tured than most. It has a solid coher­ence around the gen­eral theme and if you take a look at the story arc infographic I men­tioned above you will see that it does fol­low a determ­ined path, but there is a less clearly nar­rat­ive structure.

To extract just one aspect that I found par­tic­u­larly sup­port­ive of the simple need for this sort of hand­book is the state­ment that ‘Data journ­al­ism is about mass data lit­er­acy’. This looks to a lar­ger cul­tural change that is tak­ing place in the audi­ence and the rapid­ity of this change. I have found the Guard­ian and the New York Times par­tic­u­larly not­able in this and a ref­er­ence to the Guardian’s data pro­cessing exper­i­ence is one of the case stud­ies explained as part of the ‘In the News­room’ sec­tion. The Guard­ian has been very for­ward think­ing but also very open about how they have approached this data journ­al­ism revolu­tion and absence of such dis­cus­sion would have been almost unfor­give­able in a book such as this — so they checked the box but more import­ably put it into a lar­ger con­text of exper­i­ences from around the world.

The In the News­room sec­tion is largely case driven. The Get­ting Data sec­tion moves more towards an inter­rog­at­ive ques­tion and answer format. Under­stand­ing Data is prob­ably the most didactic sec­tion of the book and has the strongest nar­rat­ive. It com­bines some of the question/answer with a very solid pro­cess approach to data ming­ling and pro­cessing for journ­al­istic use. Present­ing and Deliv­er­ing Data is the most spec­u­lat­ive of the sec­tions and explores ways in which this is being done today but poses many inter­est­ing ideas that are meant to inspire. All in all the vari­ety of the sec­tions keeps it very fresh and engaging.

This hand­book is lav­ishly illus­trated and well dir­ec­ted to URLs for fur­ther dis­cus­sion. I found that the ques­tions posed in the ongo­ing dis­cus­sion were clearly iden­ti­fied and the entire hand­book takes the form of this ongo­ing dis­cus­sion rather than a dir­ect nar­rat­ive. I found that this worked for me and I ten­ded to move back and forth through the hand­book attrac­ted to spe­cific ques­tions and con­sumed the book piece­meal. I expect most people will find this the most use­ful way to con­sume it. As it is an assemblage of con­tri­bu­tions from a wide ran­ging group, the style of prose does tend to vary some­what between sec­tions, but I am struck that it lends a sur­pris­ing fresh­ness. Most import­antly, this hand­book is very com­pre­hens­ive and cur­rent. As with any of these prin­ted works in emer­ging fields the chal­lenge will be to keep it cur­rent over time, but I have sense that this one in par­tic­u­lar will age well due to its richly diverse sourcing and reflection.

Data Journ­al­ism truly extends bey­ond the realms of ‘journ­al­ism’ as it is tra­di­tion­ally defined. I would posit that as con­sumers of the new inter­act­ive present­a­tions increas­ingly found in the new media, we are both con­sumers and also cre­at­ors of our own journ­al­ism. Cur­at­ors journ­al­ists that inter­act and cre­ate our own inter­pret­a­tions and tis is what inter­ested me in the out­set to take a look at this book. I found it a fas­cin­at­ing read, dealign with cur­rent mat­ters, present­ing enga­ging examples and gen­er­ally test­ing an emer­ging field with crit­ical atten­tion. I would recom­mend it for a wide vari­ety of audi­ences and prin­cip­ally for any­one who finds them­selves immersed in this new inter­act­ive data-driven media world in which we find ourselves.
Profile Image for Iff_.
5 reviews
January 24, 2025
An outstanding book that offers interdisciplinary, data-driven articles.
Profile Image for José.
16 reviews
August 6, 2012
Licenciado con Creative Commons, The Data Journalism Handbook existe gracias a una gran cantidad de contribuidores. El libro está fuertemente basado en publicaciones periodisticas basadas en datos, introduce al concepto de Data Journalism, explica su importancia y que tener en cuenta a la hora de realizar un trabajo de ese tipo, adjunta también que herramientas estan disponibles para hacerlo.
57 reviews11 followers
September 9, 2012
Inspirational stories, great ideas, good guide to resources. Lacks the how-to aspect of, say, Visualize This (which I recommend), but still very good.
Profile Image for amy.
639 reviews
February 19, 2013
A great starting point with examples & practical tips. Don't stop at this book (v. 1.0)—jump in and start exploring to truly reap the benefits of the knowledge and experience collected here.
Profile Image for Karl.
42 reviews6 followers
July 4, 2015
Mostly anecdotes, mostly missable.
Profile Image for Jay Bradley.
80 reviews
February 27, 2024
Nice little resource for starting out and those unfamiliar who want to spice up their reporting. Unfortunately not the in-depth how-to I wanted but an okay primer
Displaying 1 - 13 of 13 reviews

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