A Crisis in Numbers: data visualisations in the coverage of the 2015 European refugee crisis.

Notes for talk given for the Interactive Design Institute in London, October 2nd.

A few years ago I did a study on data journalism in UK newspapers. This grew out of work I had done in training students and journalists in data analysis and visualisation techniques. In that paper I discussed the varying approaches and techniques used in data journalism in print, and looked at developing a mechanism for measuring data journalism. (Knight, 2015)
I was asked to speak today based on this paper. I tend to get frustrated with work once it has been published, and get rather into the “never want to see or think about that again” mode, so I suggested a different title: A Crisis in Numbers: data visualisations in the coverage of the 2015 European refugee crisis. I suggested that because it was early August, and the news media had been full of the crisis, and there was a wide range of data analysis and visualisations evident in the media at that time.
I began collecting examples, but I confess it wasn’t intended as a definitive or comprehensive analysis, so I have not been as thorough as I was in the previous study. I also began to be more interested in the kinds of ideas or stories that were being represented in the visualisations, rather than the specifics and technicalities of the actual images and presentation. I ended up focusing only on a handful of publications – The Economist and New York Times were the richest sources, the Guardian and Telegraph offered some data, and I found very little else.
Based on a rough and instinctive analysis, I have extracted some themes that are evident in the examples I have. Again, this is rough, part of the process of developing ideas around analysing data journalism.
Origins:
Although the events of this summer are commonly referred to as the “Syrian refugee crisis”, it is clear that the refugees leaving the Mediterranean come from a wide range of countries, not only from Syria. A handful of visualisations looked at the origins of the refugees, but surprisingly, this was quite limited. One of them was based on year-old data, and somewhat misleading given the context of the story.

From: http://www.telegraph.co.uk/news/worldnews/europe/eu/11883027/What-is-the-difference-between-a-refugee-a-migrant-and-an-asylum-seeker.html
From: http://www.telegraph.co.uk/news/worldnews/europe/eu/11883027/What-is-the-difference-between-a-refugee-a-migrant-and-an-asylum-seeker.html

(Swidlicki, 2015)
The only other visualisation showing origin was part of a much larger piece, showing overall patterns in refugee migration globally. This was a more comprehensive image which showed origins and destinations of refugees globally. Although the image is striking, it’s not readily comprehensible.

From: http://www.nytimes.com/interactive/2015/06/21/world/map-flow-desperate-migration-refugee-crisis.html
From: http://www.nytimes.com/interactive/2015/06/21/world/map-flow-desperate-migration-refugee-crisis.html

(Peçanha and Wallace, 2015)
Routes:
The route refugees take from their country of origin to their final destination was a more widely reported aspect of the story – given that teh majority of refugees where coming through Eastern and Southern Europe, but aiming to get to Northern and Western Europe, this journey , and obstacles along it were a key aspect of the story.

From: http://www.economist.com/blogs/graphicdetail/2015/09/migration-europe-0
From: http://www.economist.com/blogs/graphicdetail/2015/09/migration-europe-0

(“Time to go,” 2015)
The Economist’s map showing routes, entry points and way stations gives a good sense of the momentum of travel, and some of the border controls and areas that affected desired routes and destinations.

From: http://www.nytimes.com/interactive/2015/06/09/world/migrants-global-refugee-crisis-mediterranean-ukraine-syria-rohingya-malaysia-iraq.html
From: http://www.nytimes.com/interactive/2015/06/09/world/migrants-global-refugee-crisis-mediterranean-ukraine-syria-rohingya-malaysia-iraq.html

(Boehler and Peçanha, 2015)
The New York Times’ map shows one area in more detail, has more of a narrative feel to it. It’s telling the story with detail to flesh it out, rather than explaining the context and impact.
Incidents and Deaths: 

From: http://www.theguardian.com/world/ng-interactive/2015/sep/18/latest-developments-in-europes-refugee-crisis-a-visual-guide
From: http://www.theguardian.com/world/ng-interactive/2015/sep/18/latest-developments-in-europes-refugee-crisis-a-visual-guide

(Jeffery et al., 2015)
The Guardians’ map of incidents along the route doesn’t show destinations, strictly speaking (it assumes one knows the context), but highlights specific events. Again, this is the use of a visualisation to identify and clarify a narrative, rather than illuminate or explain a phenomenon.

From: www.nytimes.com/interactive/2015/06/09/world/migrants-global-refugee-crisis-mediterranean-ukraine-syria-rohingya-malaysia-iraq.html
From: www.nytimes.com/interactive/2015/06/09/world/migrants-global-refugee-crisis-mediterranean-ukraine-syria-rohingya-malaysia-iraq.html

(Boehler and Peçanha, 2015)

The New York Times map of the Mediterranean, showing sinkings and deaths is a much starker indication of one aspect of the crisis, although it lacks the context of time.

From: http://www.economist.com/blogs/graphicdetail/2015/09/migration-europe-0
From: http://www.economist.com/blogs/graphicdetail/2015/09/migration-europe-0

(“Death at sea,” n.d.)
The Economist’s approach to similar (if not identical) data is a much more straightforward line graph which gives a far better sense of the scale of the crisis.
Destinations:
By far the largest proportion of the material shown focused on destinations of migrants, especially within Europe. Both the Economist and New York Times produced maps showing the impact of Syrian refugees on neighbouring countries. The Economist is not clear, but these two maps seem to based on the same data on the base map. The Economist has complicated and confused the map somewhat with more dimensions and a graded colour key.

From: http://www.economist.com/blogs/graphicdetail/2015/09/migration-europe-0
From: http://www.economist.com/blogs/graphicdetail/2015/09/migration-europe-0

(“Time to go,” 2015)

From: www.nytimes.com/interactive/2015/06/09/world/migrants-global-refugee-crisis-mediterranean-ukraine-syria-rohingya-malaysia-iraq.html
From: www.nytimes.com/interactive/2015/06/09/world/migrants-global-refugee-crisis-mediterranean-ukraine-syria-rohingya-malaysia-iraq.html

(Boehler and Peçanha, 2015)

The Economist also produced a complex (but more readable) visualisation showing the destinations of Syrian refugees and the proportion of the receiving countries’ population they represent.
Both this visualisation and the two previous ones clearly show that Syria itself, and neighbouring countries are bearing far more of the burden of the problem than even highly-affected European countries like Austria and Italy.

From: http://www.economist.com/blogs/graphicdetail/2015/09/daily-chart-crisis-context
From: http://www.economist.com/blogs/graphicdetail/2015/09/daily-chart-crisis-context

The New York Times visualisation of the overall destinations of refugees, although it shows the local effect, tends to emphasise the impact on North America and Northern and Western Europe simply by the way the eye is drawn to the longer lines and dramatic sweeps.

From: http://www.nytimes.com/interactive/2015/06/21/world/map-flow-desperate-migration-refugee-crisis.html
From: http://www.nytimes.com/interactive/2015/06/21/world/map-flow-desperate-migration-refugee-crisis.html

(Boehler and Peçanha, 2015)

The Guardian opted for a much simpler visualisation which initially seems based on a treemap, but has some variation. What it does show well is the relative size of the refugee populations, and the impact of that within each country.

From: http://www.theguardian.com/world/ng-interactive/2015/sep/18/latest-developments-in-europes-refugee-crisis-a-visual-guide
From: http://www.theguardian.com/world/ng-interactive/2015/sep/18/latest-developments-in-europes-refugee-crisis-a-visual-guide

(Jeffery et al., 2015)
The Telegraph focused on a handful of countries, showing relative numbers of asylum applications.

From: http://www.telegraph.co.uk/news/worldnews/europe/11884051/Foreign-Secretary-refugee-crisis-is-good-for-UK-renegotiation.html
From: http://www.telegraph.co.uk/news/worldnews/europe/11884051/Foreign-Secretary-refugee-crisis-is-good-for-UK-renegotiation.html

(Holehouse, 2015a)
Fairness and quotas:

The issue of fairness, of whether the world was dividing up the burden equally became a dominant narrative of the discussion towards the end of August. A number of visualisations were developed that looked at this issue.
The Telegraph had a simple graph showing the size of the quota for each country:

From: http://www.telegraph.co.uk/news/worldnews/europe/11884051/Foreign-Secretary-refugee-crisis-is-good-for-UK-renegotiation.html
From: http://www.telegraph.co.uk/news/worldnews/europe/eu/11882355/Refugee-crisis-EU-migrant-refugee-quota-UN-ministers-meet.html

(Holehouse, 2015b)
They also showed bubbles showing the relative size, with details of where the refugees were currently residing.

From: http://www.telegraph.co.uk/news/worldnews/europe/eu/11882355/Refugee-crisis-EU-migrant-refugee-quota-UN-ministers-meet.html
From: http://www.telegraph.co.uk/news/worldnews/europe/eu/11882355/Refugee-crisis-EU-migrant-refugee-quota-UN-ministers-meet.html

(Holehouse, 2015b)

The Guardian showed both numbers and proportion of population.

From: http://www.theguardian.com/world/ng-interactive/2015/sep/18/latest-developments-in-europes-refugee-crisis-a-visual-guide
From: http://www.theguardian.com/world/ng-interactive/2015/sep/18/latest-developments-in-europes-refugee-crisis-a-visual-guide

(Jeffery et al., 2015)
The issue of whether countries would take more or fewer if the quotas went ahead was also presented. The NYT’s map highlights some of the differences in Europe.

From: http://www.nytimes.com/interactive/2015/09/04/world/europe/europe-refugee-distribution.html
From: http://www.nytimes.com/interactive/2015/09/04/world/europe/europe-refugee-distribution.html

(Boehler and Peçanha, 2015)
The same data was used to show the specifics of how much under and over quota countries were:

From: http://www.nytimes.com/interactive/2015/09/04/world/europe/europe-refugee-distribution.html
From: http://www.nytimes.com/interactive/2015/09/04/world/europe/europe-refugee-distribution.html

(Boehler and Peçanha, 2015)
The New York Times also chose to look at GDP as well as size and number of refugees, and produced this:

From: http://www.nytimes.com/interactive/2015/09/04/world/europe/europe-refugee-distribution.html
From: http://www.nytimes.com/interactive/2015/09/04/world/europe/europe-refugee-distribution.html

(Boehler and Peçanha, 2015)
Final comments:
There were some issues that were clear on observation. The timeframe of data was never clear, and given that this is not a single event, but a surge in an ongoing movement, this is really problematic.
None of the visualisations clarified what was meant by refugees or migrants, and several were unclear on the data’s origins, making it hard to verify.
Overall, the Guardian was a disappointment (what happened to the Guardian’s data team and blog?), the Telegraph was limited and simplistic, the Economist complicated and in-depth and the New York Times both nuanced and visually powerful (although the spot colour orange and purple was a bit much after a while).

References:
Boehler, P., Peçanha, S., 2015. The Global Refugee Crisis, Region by Region. N. Y. Times.
Death at sea, n.d. . The Economist.
Holehouse, M., 2015a. Britain faces £150m cost for EU migrant crisis.
Holehouse, M., 2015b. EU quota plan forced through against eastern European states’ wishes.
Jeffery, S., Scruton, P., Fenn, C., Torpey, P., Levett, C., Gutiérrez, P., Jeffery, S., Scruton, P., Fenn, C., Torpey, P., Levett, C., Gutiérrez, P., 2015. Europe’s refugee crisis – a visual guide. The Guardian.
Knight, M., 2015. Data journalism in the UK: a preliminary analysis of form and content. J. Media Pract. 16, 55–72. doi:10.1080/14682753.2015.1015801
Peçanha, S., Wallace, T., 2015. The Flight of Refugees Around the Globe. N. Y. Times.
Swidlicki, P., 2015. This East-West split over EU refugee quotas will have long-lasting consequences.
Time to go, 2015. . The Economist.

This supposed TERF war is just another manufactured catfight

All of a sudden, we seem to be suddenly back in the early nineties, or at least it feels like it. An article published in the New Yorker (which, incidentally, seems to be getting much more publicity and comment while its archive is open – here’s hoping the interest stays after the firewall goes up) last week about the dispute between some (and nobody knows how many – 20? 50?) radical feminists and transgender activists over, essentially, who is a woman, seems to have reignited interest in what was always a fairly obscure and academic point in feminist politics. This is not to say that the issue was (is) not important, or to dismiss the real pain caused by it, but it seems like such a throwback, such an old argument that has not been aired in so long, that I almost expect to find myself back in Joe’s Cafe on Commercial drive, wearing purple Doc Martens and arguing about sex-positive feminism with someone wearing a Queer Nation t-shirt (don’t ask me how much I miss those things).

I say seems to have reignited interest, because the article is getting considerable discussion, and response in many places, but I’m not seeing any support for the exclusionary side (abbreviated as TERFs, for Transgender-Exclusionary Radical Feminists), nor really any debate. In fact, I’m not seeing much to prove the continued existence of transgender exclusionary radical feminists at all. The original article mentions a meeting in New York in May, and previous meetings in 2013 and 2012 of the same group, but doesn’t actually quote anyone from that organisation. The meeting was organised by Radfems Respond, who state that they want to “end gender”, but not that they explicitly exclude transgender people. There is a discussion of tweets and contemporary comments condemning TERFs, in aggressive terms. There are no tweets (or any other form of quotes) from anyone defending the TERF position. Goldberg does quote a radical feminist, Lierre Keith, but does not link her explicitly to Radfems Respond, or even mention whether she herself is in favour of excluding transgender people from  the feminist movement. The New Yorker’s copy editing and fact checking is far too good for that to simply be an omission.

The article then goes on to rehash academic arguments from twenty and thirty years ago, and to ignite a fire, all condemning the supposed TERFs among us. The responses, including an excellent piece by Juliet Jacques in the New Statesman and a column by Lucy Mangan in the Guardian all condemn TERFs in no uncertain terms. Jacques’ column is more about the exclusion of transgender people from all aspects of society, about the liminal space in which transgender people live, especially in a society in which social support structures are heavily gendered. She writes eloquently about her own experience of gendered violence, and her unsureness as to whether she would be welcome at a rape crisis centre. This trepidation is based on her understanding of the debate (erstwhile debates – these are old arguments) within such centres over whether women would feel safe with a transgendered person, and not on her own experience of being excluded. I am not questioning her fear, or her response to it, but this is not evidence that rape crisis centres are barricading the doors and excluding anyone from entering without a chromosome test. Yes, the Michigan Woman’s Festival still holds the old line, but really, when was the last time you ever even heard of the festival? Do you know anyone who has been? Can you name a performer? It matters to the people involved, I am sure, but it is not important. They will win, or lose, the latest court case, and eventually they will either change, or dissolve, or both. That is what happens to outdated ideas and ways of doing things. There is still a minority of feminists who explicitly reject the idea of gender, and through that the idea that anyone could be transgender, and without wanting to discount their right to believe what they believe, or to be heard, they are such a small minority that expecting all feminists to respond and defend them is ridiculous. Yet, respond is what we have all done, although there’s not a lot of defense.

And this is my problem with the whole “debate” that is being discussed. This is not a debate, it’s a pile on a straw man (hah!) that we have no real basis for believing in. It is, as Lucy Mangan says (in paraphrase), another way in which feminism eats itself. We are all fired up about these TERFs, but nobody’s ever seen one, that I can see. Yes, there are academic discussions, yes Sheila Jeffreys is still writing, but for what audience? I’ve not seen a single positive review of her work. There are people who question the narrative of transgender, especially binary transgender. There are people who question the surgical/medical intervention for transgender people, especially in adolescence (not to mention Intersex Activists, many (most? all?) of whom also decry medical intervention – where are they in this “debate”?). There are people who dislike the word “cisgender”, and have been called TERF because of that. These are all valid points of view, and should be aired. We are still working on transgender issues, our understanding of gender is evolving daily, and public discourse about this evolution is essential. It is inevitable that there will be arguments, and disagreements, but name-calling and death threats are not inevitable.

We don’t have public discourse, we have another manufactured spat on our hands, like the Lavender Menace of the seventies, a genuine discussion about the goals and boundaries of feminism, turned into another justification why feminists are pointless and too busy getting caught up in internal squabbles to be taken seriously. Yet another catfight they say. See, women can’t even discuss politics correctly.

And this is where I stand on this issue. It’s not a real debate, it’s not a real division, it’s a sideshow, and one we are spending far too much energy on. It’s another example of the way in which hegemonic control is exerted. Any internal disagreement within the feminist movement is leapt on and dissected, held up as an example of the irrationality of the movement and its members, another reason to discount us all (to accuse us of behaving like “girls” as Mangan does). It’s divide and conquer. It’s belittling the goals of the movement. It’s a distraction, for both feminists and transgender activists. Jacques herself says that she should not have to take time out from important issues to refute this argument again, and she is right. I rather wish she hadn’t, but had simply dismissed the whole thing and written the article about the erosion of the NHS. The answer is not to engage with it. The answer is to say “there are disagreements, of course, any movement has disagreements, and old ideas which are no longer supported”, and then move on to the important issues. I’m not saying transgender issues are not important – they are very important. I am not saying that feminist issues are not important – they are very important. I am saying that the idea that the feminist movement is in conflict with transgender activists is a lie, and one that is damaging to both. We should refute the lie, and focus on the real fight.

Great journalism of the last 70 years – help!

I’m putting together a reader of around 20 articles for my students this year. These are pieces of journalism, not academic works, and I’m hoping to showcase a variety of stories, writing styles and places in it. The idea is to have them read great writing, learn about some key events and provide a starting point for discussions of issues in journalism, especially in foreign correspondence.

Right now, I have the following:

  1. Orwell, George: Down the Mine ; 1937
    From The Road to Wigan Pier
    Public domain: available at: http://gutenberg.net.au/ebooks03/0300011h.html
  2. Lee, Laurie: The Village that lost its Children; 1975
    From I can’t stay long, personal copy
  3. Chang, Leslie T. Going Out ; 2008
    In Factory Girls, personal copy
  4. Kapuscinki, Ryszard: The Soccer War, 1969
    In The Soccer War, personal copy
  5. Politkovskaya, Anna; Nord-Ost, the Latest Tale of Destruction; 2004
    From Putin’s Russia
    University library copy
  6. Shadid, Anthony Reporting from Baghdad, 2009
    Published in the Washington Post
    Available online at: http://www.pulitzer.org/works/2010-International-Reporting
  7. Woodward, Bob and Bernstein, Carl: GOP Security Aide Among Five Arrested in Bugging Affair, Washington Post (1972)
    In Stories that Changed America, personal copy
  8. Alavi, Nasrin: Spreading the News 2005
    from We Are Iran, personal copy
  9. Pilger, John: In a Land of Fear, 1996 (article) and Inside Burma: Land of Fear (film)
    available at: http://johnpilger.com/articles/in-a-land-of-fear and at http://johnpilger.com/videos/inside-burma-land-of-fear
  10. Gourevitch, Philip: We Wish to Inform you that tomorrow we will be killed with our families, 1999
  11. Seierstad, Asne: The Bookseller of Kabul, 2003

So, a fair amount of Africa (and there’s more, I want to include something by Michela Wrong as well, and I need to include the 1994 South African election (but I can’t find a good enough article), I need something on the fall of the Berlin wall or the collapse of the Soviet Union, but I can’t find the right one.

I have nothing on India, and am reluctant to include Dalrymple, since he’s more travelogue than journalism.

I have only one set in central America, and nothing in South America. Recommendations?

I have nothing from Oceania?

Possibly something lighter, less war-focused?

Is there a great example of sports reporting for a general audience I could include?

Environmental issues?

More women?

More less-white people? #

Any suggestions welcome, below in the comments, or direct to me.

On making a book

2013-05-28 09.15.23

I’ve been boasting all over the intarwebs about this, but I have (had) six copies of an actual printed bound book, with my name on it and all! It’s both an amazing thing, and something of a let down. The whole process has taken so long, and is so incremental, that having it finally done doesn’t feel like the massive accomplishment it should.

Just to give a sense of the time frame for this: in March 2010, Clare and I met with Mila Steele from Sage and discussed the possibility of doing a book. We wrote the first draft of the proposal in April,got some feedback after a few months, rewrote, and resubmitted. More feedback, back and forth, and in November we submitted a “final” draft proposal. We heard nothing and assumed that they weren’t interested. In June 2011, we were told the proposal was accepted, and that they wanted the book in twelve months. We wrote all that summer, and during the following year, submitted the first seven chapters in December (nothing), and the final manuscript in July 2012. Twenty-eight months after the initial proposal. On deadline, might I add, which was apparently completely unexpected, since everyone at Sage was on leave, and we didn’t even get an acknowledgement for a few weeks. In August we got feedback on the manuscript, rewrote, resubmitted, more feedback, rewrote, resubmitted. This went on for months, until March, when we finally signed off and got page proofs in April. The book arrived on Clare’s desk May 25th.

From the initial meeting to final book: three years and three months. Clare’s daughter, with whom she was pregnant when we first met with Mila, starts preschool in September. An entire cohort of students who were preparing for A levels when we started, have completed their degrees (and congratulations to all of them!) and are planning the  next phase of their lives.

This is not a critique of anyone, this is apparently how long it takes. We spend a solid twelve months writing the book, but that is less than one third of its gestation period – most of the time elapsed in reading and resubmitting proposals, peer review, and copy editing.
Anyway, it is done, and so help me, I’m actually considering doing another one. I’d say that it’s like childbirth – you forget the pain when considering having one more (not that I know, of course, but this is what people say).

Not that this process was painful. On the contrary, it wasn’t. Clare and I are still friends, and aside from two fights (actually one, spread out over two weeks), at a point when we were both unbelievably stressed, we worked very well together. Working with Clare was an excellent experience: I know she pushed me to meet deadlines and to focus on getting things done. We planned a lot, and used a lot of tools such as Zotero and Comapping, and that really helped with the process, and with knowing what we needed to do when. When I look at the book, it doesn’t feel like it was that much work, although it really was. It’s120 000 words, of which I wrote 55 000, and 10 000 we wrote together. But those 55 000 words are six chapters, each chapter planned into sections, case studies, examples, theory explanations, glossary elements and tips and tools. We planned all of this in advance, and we planned the content of each chapter carefully, so that when I sat down to write, it seemed as though I already knew what I was doing. Still, it ate up a whole year of my life, and a year before and after, in planning, preparing, and then finalising and now, lastly, the boasting.

See, I wrote half a book!

Data Journalism research

So, I’ve finished the data journalism project, first tranche. As expected, there’s not a lot of data journalism really evident in two weeks’ of national daily newspapers, but there are some interesting things.

Scarily, the only large “investigative” pieces came from the tabloids, and only one of those was not an insult to the intelligence. The Mirror did a piece based on an FOI request looking at STD infection rates in young people. Interesting idea, but the data was not really discussed properly, and the graphics were appalling. Using a condom as a graphic element is fine; trying to show changes over three years in a pie chart because you are wedded to the condom idea is not.

Sti graphic-1777871

The other two were a horrifically dishonest Mail on Sunday story called “The Great Green Con”, which had been thoroughly discredited by the end of the day, and contains one graph without proper sourcing or readily identifiable figures:
article-2294560-18B8846F000005DC-184_634x427

and an “investigation” by the Sun into psychic phenomena, which turned out to be a reader poll on whether they believe in ghosts or have ever consulted a psychic, accompanied by the UGLIEST infographic ever.
Crys_M_1689083a

So, data journalism, only practiced by charlatans and liars for the edification of fools.

Read the full paper here, if you like.

Brass Camel


For as long as I have been flying into or out of Dubai International (since 2002), this brass camel has been for sale. I think the price has come down somewhat, but there he is. I am always fascinated by the idea that someone would a) want a lifesize brass camel and b) would buy it while in transit through Dubai International Airport.

via Flickr http://flic.kr/p/e4PfzU