data

Data is so hot right now

Infographics are hot right now - it sees like everyone is getting in on them. And why not? They're fun. These days though, I'm more interested in the data behind the infographics. Maybe it is just because I've been heads-down doing a ton of online research to inform creative ideas for clients, or maybe its just because I like data. I especially like the large data sets that are made easily accessible thanks to social media.

Here are a couple of my favorite pieces of data mining (and I think all of them could make for great infographics):

TorrentFreak predicts Inception will clean up at the Oscars

Per their blog post: "After crunching the numbers, taken from thousands of publicly available torrents, this awards race turned out to be an easy win for Inception. With a staggering 13,780,000 downloads Christopher Nolan’s movie was the clear winner." Note: based on previous years, these torrent-based predictions don't necessarily hold true.

Stumbling During the Super Bowl

StumbleUpon is easily my favourite social media site/tool/distraction, and it was really cool to see the way they analyzed the way people were using the site over the course of the Super Bowl.

Music Download Analysis Reveals Mood of Bahrain

I loved this post that BoingBoing made over the weekend about judging the national mood of countries based on the music that was being downloaded. How has this changed over time? What would it look like compared the current economy?

Comment Profanity By Lanuage

In this little study, someone compared the amount of swear words included in different types of computer code.

Have you seen any other cool bits of data mining and analysis like this?

-Parker

Blog Campaigning: Data & Methodology

Data & Methodology

“Determining the impact of the blog may prove to be difficult at best because it is not immediately obvious how one would show impact” (Simmons 2005, p. 1).

2.1 Methodology

During the course of the twentieth century, numerous attempts have been made to explain the effects of the mass media on the political process (Stockwell 2005, p. 114). The findings that have emerged from these studies are exceedingly inconclusive. So inconclusive, claims Larry M. Bartels (1993, p. 267), that the state of research in the “media effects” area is “one of the most notable embarrassments of modern social science”. Over time theorists have gone from claiming that the media have a strong, almost hypodermic effect (Lasswell 1927) that can shape opinions and beliefs (McQuail in Stockwell 2005, p. 114), to suggesting that the media have only a minimal effect on citizens because they can not deliver political messages with any predictable effect (Lazarsfeld in Stockwell 2005, p. 115). In more recent times theorists have again been claiming that the media have a “relatively strong” effect on public opinion because they have the power to set the agenda and affect what people talk about (McCombs and Shaw in Stockwell 2005, p. 15). However, these are just a few examples of the work that have been done over time. Today we are still debating what effects the media have on the political process. If anything, we have come to realize the complexity of the issue itself, and that there is no simple answer to the question. Perhaps Berelson says it best when he muses about his own findings over the years and claims that: “some kinds of communication on some kinds of issues, brought to the attention of some kinds of people under some kinds of conditions, have some kinds of effects” (in Diamond & Bates 1984, p. 347). It is therefore not with the intention of revolutionising the area of “media effects” studies that this paper goes on to look at one of the newest and more exciting technologies within the area. Rather the intention is to explore new perspectives that can help us understand the opportunities that lie within the complexities of the modern media sphere for political campaigns to produce desirable effects on the political process.

Few scholars have so far attempted to identify how effective political messages can be communicated via blogs. The reason might be that many do not yet understand how the universe of blogs works. The author of this study believes that in order to understand how politicians can utilise blogs as a means to optimise successful electioneering, it is not just necessary to understand the nature and strategies of political campaigning, but also the cultural and sociological aspects that define the medium as a new communication phenomenon. This study therefore bases its findings mainly on ethnographic research and can be seen as a methodological critique seeking to test findings of previous studies exploring the subject. Unconventional methods and data gathering techniques have consequently been employed by the researcher in an attempt to view the subject from a new perspective.

Blog Campaigning: 2.2 The data gathering process

2.2 The data gathering process During an eight month research period, stretching from August 2006 to April 2007, the author actively searched blogs and online publications in an effort to locate theoretical views and statements spoken by authoritative bloggers and experts on online communication reflecting on how blogs impact on political campaigns. The research period was especially interesting because of two major political campaigns commencing at the time: The 2006 U.S. midterm election was held in November 2006, and in December 2006, the research saw the 2008 U.S. presidential election campaign kick off as one of the earliest presidential campaigns ever to be launched.

To help locate data the study employed a simple word search on Google Alerts ; a search engine searching specific words or word combinations in online newspapers and blogs. The word combinations searched for were ‘political blogging’ and ‘blogging as a campaign tool’.

The author did not rely on conventional ethnographic research techniques such as informal interviews. Instead, to engage in conversations with bloggers, the author explicitly created a blog, BlogCampaigning (thank you for reading), that reflected on the subject of the research and encouraged bloggers to discuss its content. The aim was to involve the subjects of the study in a constant dialogue. All the data collected during the research process was therefore channelled through the blog in an attempt to produce response and to test the significance of the material. This form of retrieving data is often referred to as action research:

“[…] a process of research in which the application of findings and an evaluation of their impact on practice become part of a cycle of research. This process, further, has become associated with a trend towards involving those affected by the research in the design and implementation of the research - to encourage them to participate as collaborators in the research rather then being subjects of it (Denscombe 2003, p. 57).

Action research is seen as “a strategy for social research rather than a specific method” and “does not specify any constraints when it comes to the means for data collection that might be adopted by the researcher” (Denscombe 2003, p. 58). The advantage of using action research is that it allows for the researcher to involve himself in the study and learn more about different aspects of the phenomenon and the objects being studied. As a consequence, structured self-reflection becomes a key part of the research process (Denscombe 2003, p. 58).

The author marketed the blog by submitting comments on other blogs sharing topics similar to the research and by linking to these blogs and their posts in daily entries. Additionally, specific individuals holding an authoritative status within political blog communities were notified of the blog’s existence. This active marketing process gradually increased the blog’s readership and incoming links. From August 2006 when the blog was launched, to the end of April 2007 when the research was ended, the blog had received 5,704 hits (not unique), 112 comments and ranked 193,562 on Technorati’s blog ranking list with 27 incoming links from 23 different blogs.

A result of the author’s effort to enhance the blog’s visibility by engaging with political blog communities was that it made the research and writing process more reflexive. The active engagement with other bloggers allowed for the author to gain a better understanding of political blogs and their context within the democratic election process. A similar research technique has also been employed in a previous study of blogs. In 2004 Schiano et al. (2004, p. 1144) conducted an ethnographic study aiming to understand blogs as a forum of personal expression from a blogger’s point of view. The team used conversational interviews to understand bloggers’ thoughts and habits, and in an attempt to better familiarise themselves with blogging, the team created a class blog within which they discussed their own research (Schiano et al. 2004, p. 1144). The difference and strength of the research-blog employed by the current study was that it encouraged feedback from other bloggers and therefore allowed for the researcher to engage with the subjects of the study in their natural settings. This technique represents a unique and innovative attempt to gain insight into the world of politics experienced by bloggers.

Blog Campaigning: 2.3 Limitations

2.3 Limitations As the study is not quantitative but bases its conclusion on qualitative data, it does not claim any further generalisation value. The data discussed in the paper aims only to test existing findings on the subject and explore new ideas for how we can develop ways to measure how electioneering via blogs impacts voting behaviour. The sum of the opinions presented by authoritative bloggers and online communication experts is not the final answer to the research problems; rather these opinions illuminate the issue from a new perspective. What the study does present of value is a better understanding of the aspects that makes the blog a useful electioneering tool and the measuring methods we need to develop in order to identify how campaigning via blogs affects voting behaviour.