10 May

The least expected post… Bathroom cleaning in Azerbaijan

toilet

3 young activists are currently in administrative detention in Azerbaijan. The Azerbaijani internet is in a tizzy because photos emerged in the past few days of these young men cleaning bathrooms. Today some Azerbaijanis on Facebook are posting “solidarity” photos of themselves cleaning bathrooms. (Here is a May 14 RFERL piece on this.)

As I saw this I remembered a battery of questions on the Spring 2012 Social Capital, Media and Gender Survey in Azerbaijan survey that deal with household cleaning. I did a gender analysis on it here.

So, this morning I looked at just the question “When you were a child/teenager, were you taught how to clean the bathroom/toilet?” Only 55% of Azerbaijanis said yes.

overall

I bet you can guess who those 55% are!!

The most obvious question is one of gender. No surprise here, 88% of women and only 12% of men were taught to clean the bathroom as a child.

sex

But maybe there are some differences by education level, economic wellbeing, and urban/rural?

Looks like those PhDs never learned how to clean a bathroom, huh?

edu

Economic wellbeing is more interesting. Seems that the very wealthy, unsurprisingly, didn’t learn how to clean bathrooms, whereas those in the middle are the most likely. (Maybe the very very poor have outhouses?)

econ

There were very little regional differences.

region

BUT, very importantly – we should never take these breakdowns at face value. Rural people tend to have less education and less wealth, right? All of these things overlap so much. This is why it is important to do MULTIVARIATE analysis! (This analysis explained 64% of the reasons why one had learned how to clean a bathroom – this is pretty great! Social scientists start getting happy when they can explain 25% of the variance.)

So, I did one (actually I did this first, but I figured people would be interested in the demographic breakdowns first.)

I looked at age, gender, region, wealth, and education.

The strongest determinant of having learned to clean a bathroom as a child was, of course, gender. Taking into consideration all other demographics, women were 4 times as likely as men to have learned how to clean a bathroom.

The next most important factor was age. In a distribution, however, it seemed that while older Azerbaijanis were more likely to have learned bathroom cleaning skills, there wasn’t a huge difference between age categories. (Those that had learned were on average 2.6 years older than those who hadn’t. Statistically significant, but not interpretively interesting.)

The next most important factor was education, however, as you saw in the histogram above, the distribution was almost a normal curve, so there isn’t much that we can say about this.

Region matters, but not that much.

Then economic wellbeing was the next determinant. But again, in the histrogram there was a normal curve, so not much to say.

03 May

#evnvote13 before the election weekend

Hey, let’s check in on #evnvote13, shall we?

This is the Yerevan mayor election. On Sunday May 5 people will vote.

I’m trying out a tool called TAGS explorer. What I like about it is that it automatically archives Tweets and the visualization is constantly updated. Also some of the different metrics are a bit more accessible than NodeXL, in terms of a public audience’s use.

Check out TAGS here

The hashtag is getting a lot busier, huh?

But of course I also am doing #nodexl analyses, which are much more powerful and give clusters.

Here’s the #evnvote13 hashtag analysis on Friday May 3 at 8:30pm Yerevan time.

nodexl

And in the cluster analysis, it is sort of cool that (unlike normally) all the Hayastantsis and foreigners are all mixed up. It seems like group 3 is more likely to Tweet in Armenian.

We’ll see how things change on Sunday. šŸ™‚

24 Apr

Why is it impossible to hijack #armeniangenocide on Twitter? (Hye jack? ;))

Today is April 24th, which is the Armenian Genocide day of commemoration. All around the world Armenians hold events to raise awareness and remember their ancestors.

In the age of social media, April 24th has also moved online. For the last few years, Twitter hashtags of #armeniangenocide and #recognizethearmeniangenocide and #recognizearmeniangenocide have been common. This year I’ve also seen a growth in image memes or inspirational images posted to Facebook (not surprising, as that trend has been occurring on Facebook more widely.

In the past few months, we’ve seen a number of hashtag hijacks. Here’s my report on a hijacking of #armvote13, #protestbaku, and an attack on an individual.

In all of these cases, a group of individuals “take over” a hashtag by posting messages unrelated to the “spirit” of the hashtag. For example, #armvote13 was about reports of election violations, election results, etc, and people were using it to write things against Armenia and Armenians.

The result is that the hashtag becomes useless because the useful information is hard to find.

So, back to April 24.

Efforts were made to hijack the #armeniangenocide hashtag but this time the attempts were quite unsuccessful for a few reasons:

1. Unlike #protestbaku or #armvote13 – hashtags that were first being used by a small(ish) network of people to share information and second to get information out, #armeniangenocide is entirely an awareness-building hashtag with no information sharing or coordination purpose.

2. To use #protestbaku or #armvote13 you actually had to KNOW that the hashtag existed – someone had to tell you, or people you know on Twitter were using it. (And in both cases, the hashtag was decided upon by small groups of well known users and announced before the event.) #armeniangenocide is a no-brainer! This is the term that people use – it isn’t something that someone had to invent. So any person, veteran Twitter user or not, can get on Twitter, write a message “Hey, don’t forget the #armeniangenocide” and never use the hashtag again.

3. Similarly, it isn’t useful to follow the hashtag #armeniangenocide — it isn’t like #armvote13 where someone may be sitting at home waiting to hear news, or a hashtag like #ica13 (that I use for an academic conference) where people want information on hotel deals or something. There is no purpose in following #armeniangenocide as a hashtag.

4. Star Power! Armenians happen to have a TON of celebrities amongst their people. The most (in)famous in the 21st century is Kim Kardashian (and her siblings and their various significant others and their quarter Armenian spawn.) Kim has 17 MILLION Twitter followers. As my colleague Sarah Kendzior eloquently wrote last fall, when the Kardashians tweet about something, a LOT of people see it. (Sister Khloe and Kourtney have 8 million followers each, brother Rob has 4 million.)

kk

This morning when Kim tweeted about the Armenian Genocide, she had over 1000 retweets every minute.

Given all of this, trying to hijack the #armeniangenocide hashtag is a waste of time.

I did a few nodexl hashtag analyses today, but the hashtag was so busy, there was no way to really track it.

#armeniangenocide 10am ET April 24
#RecognizeArmenianGenocide 11am ET April 24
#RecognizeArmenianGenocide 11:20am ET April 24
#armeniangenocide 2:30pm ET April 24
#recognizearmeniangenocide 2:30pm ET April 24

There is one other reason that the efforts to hijack the #armeniangenocide hashtag were futile.

Some of the Twitter accounts that tried to take over the hashtag were either spam/fake accounts or the real people that were trying to take over the hashtag had, amongst their followers, many fake accounts. As a result, it LOOKS like the person is more powerful on Twitter than they really are because they can make more “impressions” (more people will “see” what they wrote.)

Moreover, one can see using particular tools when there is an unusual growth in followers. For example, the below image.

aztwi

If one were to try to acquire a bunch of Twitter followers in order to look more important or powerful or influential, one should try to be less obvious about it.

Normally Twitter users have written at least one tweet and follow some people. Furthermore, no native English speaker would write their location as CANADA, Regina or USA, Connecticut. Mine is Seattle, WA. At a quick glance of my friends, almost every American and Canadian writes their location in the way that we do on letters: Ann Arbor (city), MI (state abbreviation).

1
2
3
4

If you’d like to look at the Excel file of this particular Twitter user, contact me @katypearce on Twitter and I’ll send it to you. Even though this is all publicly available data, in honor of privacy, I won’t post it here.

19 Apr

UW talk

I’m giving at talk at the University of Washington

Networked Authoritarianism in Azerbaijan: How the Azerbaijani government uses the Internet to deter dissent

Thursday May 2, 2013
7 pm
HUB 214

Katy Pearce

Ellison Center for Russian, East European, and Central Asian Studies

reecas@uw.edu

In Azerbaijan, an authoritarian state with little space for free expression, much of political life takes place on the Internet. While the opposition uses the Internet and social media for organization and information sharing, the Azerbaijani government also uses social media to advances it positions as well as to deter dissent. While this online battle is not unique to Azerbaijan, what is unique is that the Azerbaijani government does not engage in very much Internet filtering and even claims that Internet freedom exists in Azerbaijan. Thus, government control of the Internet in Azerbaijan is not technical, but psychological. In recent months, Azerbaijani online political life has taken on increased importance. This talk will also outline recent events and speculate on how social media will impact the 2013 presidential election.

http://jsis.washington.edu/ellison/events.shtml#_4608

graphic

It shall be livestreamed here.

10 Apr

#barevolution hashtag analysis April 9 10pm and April 10 1am and April 10 10pm

#barevolution is on!

Here’s a hashtag analysis for the last week (this includes following relationships).

nodexl

Full report

3 main groups here – foreigners, diaspora, and Hayastantsi.

Here’s the analysis for just replies and mentions.

nodexl

Full report

The groups here are more interesting. There is a group of people all talking to/with @onewmphoto, another with @goldentent and @unzippedblog, another with @mkdotam, and another with @writepudding.

More on this soon!

Here’s 1am April 10

with follows

nodexl

full report

just replies/mentions

nodexl

full report

Here’s 10pm April 10

with follows

nodexl

full report

just replies/mentions

nodexl

full report