Data Visualization #9–Non-ideal use of Stacked Bar Plots

Stacked bar plots (charts) are a very useful data visualization type…when used correctly. In an otherwise excellent report on the “Escalating Terrorism Problem in the United States” from the Center for Strategic and International Studies, there is a problematic stacked bar chart (actually, a stacked percentage chart) that should have been replaced by a grouped bar chart (or something else). Here is the, in my opinion, problematic chart:

The reason I believe this chart is problematic is because the chart could potentially obscure the nature (and trend) of the underlying data. The chart above is consistent with any number of underlying data patterns. Just as an example, let’s look at 2019 and 2020. We have the following percentage breakdown over the two years:

Type of Violence20192020
Ethnonationalist3%0%
Left-wing4%0%
Other0%0%
Religious30%7%
Right-wing63%93%

While it is obvious that ethnonationalist, and left-wing, violence have decreased (they are 0% in 2020), it is not clear whether right-wing and religious violence have increased, or decreased absolutely. Does right-wing violence in 2020 comprise 93% of 14 acts of terrorist violence? Or is it 93% of 200 acts of terrorist violence? We don’t know. To be fair to the authors of the report, they do provide a breakdown in absolute numbers later in the report. Still, I believe that a more appropriate use of a stacked bar/percentage chart is when the absolute number of instances is (relatively) static over the time/area of comparison.

Here’s an example from college football. The Pacific-12 conference has two divisions–North, and South. Every year each of the 6 teams in each division plays against 4 of the teams in the other division, for a total of 24 inter-divisional games every year. In addition, there is a PAC12 Championship Game, which pits the winner of each of the two divisions against each other at the end of the year. Therefore, there are 25 total inter-divisional PAC12 football games every year. A stacked percentage chart can be used to gauge the relative winning percentages of the two divisions against each other since the establishment of the PAC12 conference in 2011 (when Utah and Colorado were added).

Created by Josip Dasović

Here, each of the years refers to a total of 25 inter-divisional games. We can easily see the nature of the quality of the respective divisions by comparing the percentage of games won by each (over the other) between the years 2011 and 2019. We see that the North (which, by the way produced 8 of the 9 PAC12 champions during this period) has generally been stronger. In 6 of the 9 years, the North won a greater percentage of the inter-divisional games than did the South. And even in those years where the South won a greater percentage of the inter-divisional games, it wasn’t a much greater percentage.

So, use stacked percentage charts only when it is appropriate.

Islam, the Koran, and Women’s Rights from the Perspective of Muslim Women

For those of you who are writing on the influence of Islam on the prospects for democratization in predominantly Muslim countries, here is an interesting video, which asks Muslim women about their views on the compatibility of Islam with women’s rights and democracy. This is a nice complement to the Fish article that we read two weeks ago. Here is an illuminating quote from one of the women interviewed in the film:

“First of all I didn’t understand why my brother didn’t have to do housework and I have to do housework…as a little girl it did not make sense to me. Just because he’s a boy he doesn’t have to do housework?!? So for me the questioning was from the family, but the family never used religion to justify why [boys didn’t have to do housework], so I always knew it was culture and tradition.”

“We wanted to break the monopoly, that only the lama, only the religious authorities, have the right to talk about Islam and define what is Islam and what is not Islam.”

Zainah Anwar
Co-founder, Sisters in Islam
Kuala Lumpur, Malaysia

Here is the very interesting video, which is about 26 minutes long. Throughout this film many of the concepts that we have learned this semester are brought into play.

http://vimeo.com/88043539

Bosnia–education and multiculturalism

An interesting article on the education system in Bosnia, which looks at the effect of a particular view of multiculturalism in that war-scarred country. How does it compare to our system in Canada? What are the advantages/disadvantage of each system?

There was no Santa Claus in the Sarajevo and Bosnia and Herzegovina of my childhood. The white-bearded fat man who assessed the worth of children’s obedience and brought them presents was called Deda Mraz—Grandpa Frost. Having dispatched his proxies to schools and kindergartens in the preceding weeks, he showed up at your home in person (though always unseen) on New Year’s Eve, at midnight or so, just for you. He was non-denominational and non-ideological and delivered presents to all obedient children regardless of their ethnicity or political convictions. The old man was a civic, communal character, someone everyone waited for and was happy to see. He was welcome before the war, even during the war, but, it turns out, not so much after the war.

As for contemporary schooling in Bosnia,

In some parts of Bosnia, children of different ethnicities attend school in the same building, but are meticulously segregated: they go to different classrooms, share no classes, they often have different programs and textbooks, the faculty neither mix nor cooperate. In some schools, classes begin at different times, lest children have any contact or communication before or after school. … The nationalists who represent the constitutive peoples want and expect national subjects, not citizens. They want children to come out of the rickety educational machine equipped to think of themselves exclusively within the framework of their ethnicity.

Gender and violence during and after India/Pakistan Partition 1947

In a recent post, I made reference to a fascinating and very informative BBC documentary that deals with the final days of British rule on the Indian subcontinent and the eventual partition of that territory in 1947 into a Muslim-dominated Pakistan (east and west) and a Hindu-dominated India.  In part four of the documentary an elderly Sikh gentleman from the Punjab region tells the harrowing tale of how his female relatives were the victims of brutal violence. Many scholars have argued that the ethnicization of the violence that accompanied the Partition obscure the fact that women bore the brunt of the violence.  In a recent paper, Richard Lee writes about the gendered nature of the violence:

Women were arguably the worst victims of the Partition of India in 1947 and endured displacement, violence, abduction, prostitution, mutilation, and rape. However, on reading histories of the division of India, one finds that the life-stories of women are often elided, and that there is an unwillingness to address the atrocities of 1947. This reticence results partly from the desires of the Indian and Pakistani governments to portray the events as freak occurrences with no place in their modern nations. Literature can play an important role in interrupting state-managed histories, and ‘The Rebirth of Inherited Memories’ focuses upon the manner in which Shauna Singh Baldwin’s What the Body Remembers (2001) unsettles official versions of Partition. It examines how the novel acts as a counterpoint to ‘national’ accounts of 1947 through its depiction of the gendered nature of much of the violence, and it explores Baldwin’s representation of the elusive concept of ‘body memory’. The possibility of remembrances being passed on physically, or born within people, has found support in the eschatologies of Eastern religions, in Western psychological theories, and in recent scientific investigations into the ‘mind-body’ problem. The transmission of ‘body memories’ between generations serves to disrupt accounts that downplay the brutalities at the splitting of India. This paper draws upon a chapter of my doctoral thesis that investigates issues of memory and the enduring influence of Partition in South Asia.

The Partition of India in 1947

The importance of international borders can not be overstated. Despite predictions that the combined forces of globalization would undermine the importance and political meaning of borders, the territorially-defined state remains the world’s predominant form of political organization. As multi-national empires/states collapse, much of the violence that ensues is the result of efforts to draw and redraw what had once been internal borders. Here is a fascinating documentary about the partition of the Indian sub-continent, into India and Pakistan. The narrator observes:

As a British barrister draws a line on a map, the once peaceful land implodes. People are forced out of the villages they have lived in for generations. Fifteen million scramble to be on the right side of the border. At least one million die in the process.

 

Egypt’s Mubarak Seeks Dissolution of Government Amidst Mass Protests

In today’s session of IS 210 we analysed the concept of the state and also talked about the related political concepts of regime and government. We noted that they were conceptually distinct political phenomena with differing levels of institutionalisation–with the state being the most institutionalised, and the government being the least.

In the midst of continuing mass demonstrations against his rule in Egypt, president Hosni Mubarak has asked the government to resign. Mubarak seemingly hopes that the government’s resignation will appease the demonstrators. What’s interesting from our perspective–as students of comparative government–is that Mubarak hopes to maintain his regime at the expense of the government. It is accurate to call the current leadership of Mubarak a regime, since the norms/rules associated with political authority at the national level have been institutioinalised over the course of the almost three-decade reign by Mubarak as Egypt’s president. The question then becomes will the protesters be satisfied with a change in government alone, or will they insist on a change in the nature of this authoritarian regime, which will obviously not be effected without the removal from office of Mubarak himself. As in the case of many authoritarian regimes, in Egypt it is also true that the autocrat is the regime himself.

Here’s more from the CBC on Mubarak’s latest moves:

Egyptian President Hosni Mubarak says he has asked the government to resign and promised reforms as protests engulf his country.

In a televised speech broadcast early Saturday local time, Mubarak used his first public comments since the unrest began to defend the security crackdown on demonstrations.

“I assure you … I’m working for the people…. as long as you’re respecting the law,” Mubarak said.

“We have to be careful of anything that would allow chaos,” he said.

At the same, Mubarak tried to speak to the demonstrators who have filled Egypt’s streets for days.

“I’ll always be on the side of the poor,” he said. “I am with bettering the economy.”

Mubarak, who has ruled Egypt for three decades, has been facing the biggest pressure of his tenure.

Before the president spoke, tens of thousands of anti-government protesters defied a night curfew and some reportedly set fire to Mubarak’s party headquarters in Cairo. Flames were seen licking at the National Democratic Party headquarters shortly after 6 p.m. local time, though it was not immediately confirmed how the fire began.

The best real-time coverage of the political events in Egypt is, in my opinion, Al-Jazeera. You can watch live streaming coverage of Al-Jazeera here.

A Wave of Protests across North Africa and the Middle East

Following closely in the aftermath of the dramatic changes that have taken place in Tunisia recently, the political unrest seems to have swept its way across northern Africa, with the situation in Egypt now drawing most of the attention. Alan Cowell of the New York Times writes:

After days of protests that have toppled one president and shaken many others, governments across the Middle East braced on Friday for http://www.guardian.co.uk/global/blog/http://www.guardian.co.uk/global/blog/2011/jan/25/middleeast-tunisia://www.guardian.co.uk/global/blog/2011/jan/25/middleeast-tunisia/jan/25/middleeast-tunisia outbursts of rage and discontent directed at entrenched regimes confronting an exceptional clamor for democracy.

The immediate epicenter of the protests was Egypt, where Internet and cellphone connections were closed or restricted in Cairo, Alexandria and other places. Riot police took to the streets of Cairo before the Friday noon prayers that in http://www.guardian.co.uk/global/blog/2011/jan/25/middleeast-tunisia parts of the Islamic world have been a prelude to unrest as worshippers pour onto the streets.

The protests have underscored the blistering pace of events that have transformed the visage of the Arab world, particularly among regimes that have traditionally enjoyed the support of successive administrations in Washington.

Note the words that I have changed to red in the quote above. Is this author using these words as synonyms? If so, is he using them as precisely as he could be? Is he using them incorrectly?

For more information, here’s a useful set of reports, with myriad links to video and audio, from the UK Guardian’s Jack Shenker reporting in Cairo. In addition, the CBC website has an interesting flash-type graphic showing how the geographical extent of the spread of the protests.

Theories of Ethnic Identity Formation and Ethnic Violence & Ivory Coast

In IS 309 this evening, we assessed the strengths and weaknesses of three competing theories of ethnic identity (and ethnic violence)–constructivism, primordialism, and instrumentalism. We read the following:

  • Fearon, James D. and David D. Laitin. 2000. Review: Violence and the Social Construction of
    Ethnic Identity,” International Organization, 54:4, pp. 845-877
  • Harvey, Frank P. 2000. Primordialism, Evolutionary Theory and Ethnic Violence in the Balkans:
    Opportunities and Constraints for Theory and Policy,” Canadian Journal of Political Science, 33:1,
    pp. 37-65
  • Collett, Moya. 2006. Ivoirian identity constructions: ethnicity and nationalism in the prelude to
    civil war,” Nations and Nationalism, 12(4), 613-629
  • Kaplan, Robert. D. 1993. Balkan Ghosts: A Journey through history Part I and One Chapter from each of Parts II, III, and IV.
  • Hechter, Michael. 1995. Explaining Nationalist Violence,” Nations and Nationalism, Vol 1(1), 53-68.
  • We then viewed a video on the breakdown of political life in the Ivory Coast and the descent of that once relatively prosperous west African state into civil war. The civil war was characterised as a battle between the “Muslim-populated north and the Christian-dominated south.” How accurate is this characterisation of the ethnic character of Cote D’Ivoire’s civil war?

    http://www.youtube.com/watch?v=UOjgiPMs7nc

    For information about the current political situation, in the wake of the refusal of former(?) President Laurent Gbagbo to acknowledge having lost power in elections held several weeks ago, watch these.

    India–an “exceptional” Country with Democratic Deficit

    In comparative politics, there are two countries that are truly exceptional–the USA and India.  By “exceptional”, I mean just that; they are both exceptions to general rules that have solid support, empirically and theoretically.  For example, when looking cross-nationally there is a strong negative relationship between religiosity and economic development.  That is, the richer a country, the less religious (ceteris paribus) are its residents.  Except for the United States.  The USA is exceptional in many regards; i.e., it doesn’t behave like all other advanced industrial democracies.

    India is also exceptional, but in different ways from the US.  For example, there is strong support for hypotheses about democracy and social (ethnic/religious) heteroeneity, which suggest that there is no way that India should still be (after more than 60 years) a fairly well functioning democracy.  Many observers keep waiting for the other shoe to drop as India’s democracy has lurched from crisis-to-crisis, and has to contend with endemic levels of corruption, particularly in its judiciary (as we see in this excerpted report–written by the Asian Human Rights Commission and which I found at the Human Security Gateway, a great source for information about security issues in world politics).  Somehow, though, India’s democracy hangs on.

    By recommending the impeachment of a High Court judge, the Chief Justice of India has revived a dead debate concerning the Indian judiciary. On August 2, 2008 in a letter addressed to the Prime Minister, the Chief Justice recommended the impeachment of judge Soumitra Sen of Calcutta High Court. Judge Sen is accused of having been involved in financial misappropriation before he was appointed as a judge. It is reported that in 1984 while judge Sen was practising as a lawyer he was appointed as the receiver in a dispute concerning the Steel Authority of India. It is alleged that in the capacity of the receiver he misappropriated a sum of INR 2,500,000 [USD 59523], which judge Sen reportedly paid back on orders from the court. Later, he was appointed a judge at the Calcutta High Court in 2003. A judge accused of corruption facing impeachment, a process by which a sitting judge could be removed from service in India, is nothing special. A corrupt public servant is not worthy of continuing in service and is least desirable to serve as a judge in a court of law, a public office that demands scrupulous impartiality and untainted personality. Anyone accused of a crime must be prosecuted and the crime investigated into. The fact that the accused is a judge must not provide the person with any immunity. Judge Sen being the first person recommended for impeachment by a Chief Justice of India does not mean that the judiciary is immune from corruption and other vicious practices. There are similar allegations against some judges in India. But not a single judicial officer was impeached so far. The only exception was the case of judge V. Ramaswami who faced impeachment in 1991, an attempt that failed due to the absence of a political consensus. It is expected that history will not be repeated. If it is repeated it would be a shame upon the Indian judiciary and its accountability. The accountability of judges, particularly in the context of increasing allegations of malpractices resorted to by judges is a grave concern in India. As of now there is no open process for the selection, promotion and if required the dismissal of High Court or Supreme Court judges in the country. The entire process is retained within the whims of the Supreme Court. All attempts so far to enforce accountability on the judiciary were vetoed by the judiciary itself. There is also the absence of a political consensus over this issue.

    Pope Benedict XVI a Foreign Policy Radical

    The Pope delivered a speech last week to the United Nations in which he argued–as have many radicals over the last few decades–that the will of the international community to act in order to solve important global problems is being undermined because a few states have accrued too much power.  The Associated Press has more:

    NEW YORK – Pope Benedict XVI warned diplomats at the United Nations on Friday that international cooperation needed to solve urgent problems is “in crisis” because decisions rest in the hands of a few powerful nations.

    In a major speech on his U.S. trip, Benedict also said that respect for human rights, not violence, was the key to solving many of the world’s problems.

    While he didn’t identify the countries that have a stranglehold on global power, the German pope — just the third pontiff to address the U.N. General Assembly — addressed long-standing Vatican concerns about the struggle to achieve world peace and the development of the poorest regions.

    On the one hand, he said, collective action by the international community is needed to solve the planet’s greatest challenges.

    On the other, “we experience the obvious paradox of a multilateral consensus that continues to be in crisis because it is still subordinated to the decisions of a few.”

    The pope made no mention of the United States in his speech, though the Vatican did not support the U.S.-led invasion of Iraq in 2003, which occurred despite the Bush administration’s failure to gain Security Council approval for it. At other moments on his trip, Benedict has been overtly critical of the U.S., noting how opportunity and hope have not always been available to minorities.

    The pope said questions of security, development and protection of the environment require international leaders to work together in good faith, particularly when dealing with Africa and other underdeveloped areas vulnerable to “the negative effects of globalization.”