Analyzing Political Speech

I had the opportunity today to attend a talk by Oren Tsur, a post-doc in my lab who has done a lot of work around Natural Language Processing (NLP). He spoke about his work analyzing political text, which was published by the Association for Computational Linguistics (ACL) earlier this year.

Tsur noted that political writing and speech is intentionally crafted to influence audiences. This provides an interesting framework to explore the question: can we automatically identify and quantitatively measure topical framing and agenda setting campaigns?

That is, using Natural Language Processing techniques, can a computer identify framing, spin, and agenda setting in political speech?

Tsur and his coauthors used a dataset from VoteSmart of “all individual statements and press releases in a span of four years (2010-2013), a total of 134000 statements made by 641 representatives.”

It’s data sets like that which make “unsupervised” analysis so important. It’s not practical for a human to read through and categorize that many statements…but can a computer be taught to do so effectively?

Each document was considered as a “bag of words,” and each word was associated with various topics with different probabilities.  Topics might be similar, but were fine-grained enough to pick up subtle differences.

One topic caught words like “Obamacare” and “repeal” while another caught words like “social” and “benefits.” And, yes, you can then connect each category to who is saying it to determine which of those topics is “owned” by republicans and which is “owned” by democrats.

Furthermore, Tsur could compare how frequently the same words or phrases (ngrams) appeared in different documents, demonstrating that republicans tend to be much more “on message.” That is, Republicans at any given time, republican politicians are more likely to have phrases in common with each other – perhaps sticking to the same talking points.

 

 

 

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The Greek Elections, the State and the Social Economy

Tomorrow’s election in Greece could be a significant turning point in the fight against neoliberal austerity politics and an opportunity to inaugurate commons-based alternatives – from peer production to co-operatives to social economy innovations – with the support of the state. Needless to say, it is a complicated situation, not just the political and cultural dynamics within Greece, but the ambition of stepping off in new directions beyond those sanctioned by the European and global financial establishment. 

Fortunately, John Restakis provides some excellent and subtle insight into the Greek situation in a recent blog post on the Commons Transition website (which is worth visiting in its own right!).  John is past Executive Director of the BC Co-operative Association in Vancouver and  has spent many years in community organizing, adult and popular education, and co-op development.  He also lectures widely on the subject of globalization, regional development and alternative economics.

John’s piece is worth reading not just for its assessment of the Greek crisis, but also for the larger challenge of moving commons-based peer production and social alternatives into the mainstream.

Civil Power and the Path Forward for Greece

By John Restakis

With the prospect of a Syriza government, everyone is wondering what the future holds for Greece.  Whether disaster or deliverance, or just the normal chaos, it is hard to ignore the potential for game-changing repercussions from a Syriza government. On the street however, embittered by the failures of governments in the past to change a corrupt and dysfunctional political system, few people are expecting big things from Syriza. The feeling of popular cynicism and fatalism is palpable. How different will Syriza be?

One thing is certain. If Syriza does what it says, it will be forging a courageous and desperately needed path in Europe, not only in opposition to the austerity policies that are devastating the country, but to the neoliberal ideas, institutions, and capital interests that are their source and sustenance. For such a path to succeed, an entirely different view of economic development, of the role of the market, and of the relation between state and citizen is necessary.

It is in this context that the social economy has become an important aspect of Syriza’s plans for re-making the economy. Like other parties of both the right and left in Europe, Syriza is taking cognizance of the role that the social economy can play in the current crisis. Even the Cameron government in the UK, the epicenter of European neo-liberalism, has promoted the social economy as a sector with a strategic role to play in job creation, in improving public services, and in reforming the role of government. In the last election, Mutualism and the Big Society were its slogans.

It all sounds very nice, until it becomes evident just how little right wing governments understand, or care about, what the social economy is and how it functions. For the Cameron government co-operatives, and the social economy more generally, became a cover and a means for public sector privatizations, for weakening job security, and for reducing the role of government. Thousands of public sector workers have been coerced into joining pseudo-co-operatives to save their jobs. Under the current government, the same is beginning to happen in Greece with the newly formed KOINSEPs. This is a travesty of the nature and purpose of co-operatives whose memberships must always be voluntary, whose governance is democratic, and whose purpose is to serve their members and their communities for their common benefit – not the ideological aims of government. It’s a lesson that few governments understand.

For the right, the social economy is often viewed as a final refuge for the discarded of society and the victims of the capitalist economy. It is one reason why the right advocates charity as the proper response for the poor. Never solidarity or equity. More recently, the rhetoric and principles of the social economy have been used to expand the reach of capital into civil spaces. For these reasons co-operatives and social economy organizations in the UK, and elsewhere, have condemned the distortion of social economy principles for vested political interests. But what are these principles?

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Corporate Spying Against Citizen Activists

There are the official stories that we tell ourselves about constitutional democracy and citizen rights -- and then there are the ugly political realities of the struggle against unaccountable power.  Gary Ruskin, a veteran activist (most recently in the California voter initiative for GMO labeling), shines a bright light on the latter in a new report, Spooky Business:  Corporate Espionage Against Nonprofit Organizations (pdf file), just published by Essential Information

Ruskin’s report exposes a world about which we have only fragmentary, accidental knowledge.  But enough IS known to confirm that large corporations carry out a broad range of corporate espionage activities against citizen activists for exercising their constitutional rights (to petition their government for change and to publicly speak out on public policies).  

“The corporate capacity for espionage has skyrocketed in recent years,” writes Ruskin.  “Most major companies now have a chief corporate security officer tasked with assessing and mitigating ‘threats’ of all sorts – including from nonprofit organizations.  And there is now a surfeit of private investigations firms willing and able to conduct sophisticated spying operations against nonprofits.”  Many of these “security” personnel are former intelligence, military and law enforcement officers who once worked for the Central Intelligence Agency (CIA), National Security Agency (NSA), US military, Federal Bureau of Investigation (FBI), Secret Service and local police departments. 

None of this should be entirely surprising.  The early labor movement in the US was often illegally attacked and infiltrated by Pinkerton thugs.  In 1965, General Motors notoriously hired private detectives to investigate Ralph Nader’s private life and try to dig up incriminating information about him.  Nader, then a 31-year-old unknown, had just published a book, Unsafe at Any Speed, which exposed the designed-in dangers of automobiles.  The revelation of GM’s tactics and its awareness of its cars’ defects unleashed a ferocious backlash, enough to make Nader a famous crusader and to spur enactment of a new federal agency to regulate auto safety.  More recently, police and corporate infiltration of the Occupy movement has occurred.  (David Graeber’s recent book, The Democracy Project, has some good accounts of this.  See also The Progressive magazine.)

While Ruskin concedes that his accounts represent only “a few snapshots, taken mostly at random arising from brilliant strokes of luck,” his report documents an alarming range of acts of corporate espionage or planned espionage.  Among the highly unethical and/or illegal acts committed:  surveillance, infiltration, manipulation and dirty tricks.

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My Interview with Shareable.net

Journalist Cat Johnson recently published an interview with me on Shareable.net, the lively chronicler of new types of sharing and collaboration, especially on digital platforms and in cities.  The interview is a brief survey of my thinking on the commons as a promising political strategy and governance template.  Here’s an excerpt: 

“We need to imagine new forms of governance,” he [Bollier] says. “It’s not as if the state is going to be rendered useless or unimportant tomorrow, but the state needs to explore new forms of governance if it’s going to keep its own legitimacy and effectiveness.”

He points to the fact that government’s incompetence and incapacity for dealing with problems, as centralized, territorial institutions, is going to become more evident.

“Just as governments charter corporations, ostensibly to serve the common good,” he says, “the government ought to be chartering the commons and providing financial assistance and legal sanction and even privileges. Because at a local, self-organized level, the commons can perform lots of tasks that governments just aren't doing well because they’re too corrupted or bought off or too centralized and incapable of dealing with diverse, distributed complexity.” He adds, “At the core, it’s a governance problem. Even liberal, constitutional democracies are not capable of solving all these problems.”

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You’re feeling very sleepy…now vote for me!

In one of the more creative attacks in contemporary Australian politics, Bob Carr (former NSW premier and newly installed into the Australian Senate) accused the leader of the opposition of hypnotising the electorate, repetitively using sound bites in order to sway public opinion.

The reality is that simple, catchy phrases do have a strong influence with some voters. Why is this so? Well, because the world is complex, but life is short, many of us feel that we have limited time and mental energy to apply to political issues and, well, we’re an impressionable bunch with short attention spans.

Advertisers use some of less sophisticated tendencies to convince us to buy their goods all the time. Make it look appealing and sell it using a simple, catchy message. But if we really reflect on whether we need that particular item, cooler heads sometimes prevail. Psychologists refer to these two different approaches that we have to making decisions as peripheral versus cognitive processing. When we think peripherally, we tend to quickly draw intuitively appealing conclusions, even on potentially complex issues. Cognitive processing involves a deeper, more systematic effort to think through things. The point is that most of us are capable of engaging in both modes of thinking, at least to some extent.

But is this really an issue from a democratic point of view? Well, yes it is. If there is a difference in what we might choose if we engage in peripheral thinking compared to cognitive thinking then there are some important issues at stake. The use catchy sound bites to draw us in using emotionally appealing language can ultimately be manipulative and effectively trick us into making choices that we may not have gone for if we had sat back and had a chance to work through the issues. When this happens in commerce and we buy something through misrepresentation, there are consumer laws to protect us. When this happens in politics it is possible to throw the government out after 4 years, but only after they have implemented a legislative agenda. What’s more, where the electorate is largely switched off, this kind of politics by sound bite can simply go on and on.

So there is a real problem here. And it’s not just politicians’ fault. The way that issues is portrayed in a media geared toward entertainment rather than edification also contributes. But, then again, the response to this criticism usually follows the line that it’s simply a matter of what the public want. But I do rather think that this is a cute way of looking at the problem, because we know it’s quite possible (if not likely) that the public would want something quite different if they were given the chance to reflect on what is going on in politics. If this is true, the question is, how can we find a way out of this vicious circle?

Research that we are doing here in the Centre is trying to address this very question. We are looking at how this deeper form of reflection on political issues can be facilitated among the public, as well as how information that covers all facets of important issues, from all perspectives, can be presented to help make an informed decision. For more information see our website.

Simon Niemeyer is a research fellow with the Political Science Program, RSSS, with research interests spanning deliberative democracy (preference transformation, institutionalisation), environmental governance, and adaptation to and mitigation of climate change. He was one of the first in the field of deliberative democracy to systematically examine the processes of preference transformation of individuals participating in democratic discourse. His research findings challenge a number of assumptions regarding how deliberation works in practice, which have significantly contributed to deliberative theory.