Wednesday, 19 October 2005
Web 2.0 Tagging Study, Part 3: Timing of Read vs. Write 
« Web 2.0 Tagging Study, Part 2: Private vs. Public Tagging | Main | Big Players Acquiring Small Players »
About two weeks ago we analyzed tagging in the context of public vs. private links and concluded that Simpy users put more effort into tagging when they tag their private links.
I tend to like observing macro-level patterns of human behaviour. For instance, observing different patterns of groups of people due to their different cultural background, gender, age, etc. I also like observing changes in behaviour over time, and trying to correlate those changes to various events. This interest of mine often leads me to the BlogPulse Trend Search. Combine that with my love for charts, and this leads us to the topic of part 3 of this Web 2.0 Tagging series - time.
Time is an important factor in a number of Web 2.0-type services, most notably in the world of blogs, where it is commonly used as the default sorting criterion. Some people refer to Web 2.0 as Read/Write Web, and I was curious about when this Read and Write activities happen. Do they follow the same pattern? Do we Read as much as we Write, or do we just save stuff and never go back to reading it (@toread, anyone?)? Do we Write more in the morning, and if so, does that indicate that people like to gather new information in the morning? Does that follow the "read email first thing when I get to work" pattern?
I'd like to be able to ask all these questions and more, and get answers for them, so I can have a better understanding of us humans. While, unfortunately, I don't quite have all the detailed data that would be needed to answer these questions properly, I will share what I have. The following chart shows the Write activity - it shows the number of link additions broken down by the hour of the day. The stacked graph is the result of me taking two snapshots of the Write activity, some amount of time apart. Please note that this uses the +0600 timezone (EDT).
What does this chart tell me? It tells me that Write activity is spread throughout the day pretty evenly. However, this chart represents the aggregate activity! What would be much more interesting to see would be Write activity from an individual user's "time-of-day point of view". Reminder: please update your info and enter your city or postal code, or at least your state or country, so I can provide your with various geolocation-related services for which I have ideas, but need data.
Because this information is at the aggregate level, and knowing that the timestamps are from the EDT (+0600) timezone, I can draw the following conclusions:
- Europeans are not very active, at least not during their morning hours (3-5 AM EDT on the chart). However, this doesn't quite match the demographic data people have provided, which puts 6 Western European countries in top 10 countries Simpy users are from. If you want to represent your country, please update your info.
- The east coast in the USA starts being active around 8 AM EDT. Don't count me in - I'm still asleep at 8 AM!
- The increased activity around 13h (10 AM on the west coast in the USA) might correspond to the west coast people waking up, getting to work, and doing their bookmarking in the morning.
- The peak around 22h is a bit puzzling. Perhaps this comes from people in east Asia (22:00 EDT is 10:00 in the Far East), or perhaps this comes from evening/night activity of users in the U.S. (you can count me in here).
Next, let's look at the Read activity by looking at the chart that shows the aggregate number of searches over the course of a day. Again, two snapshots were taken on two different days, and the times are in EDT (+0600) timezone.
This chart again points to lower levels activity among Europeans and possibly Asians, as serious action starts only at 7 AM EDT (12:00/13:00 in Europe, and 19:00 in the Far East). Again, action seems to start when east coast, USA wakes up, and again there is a little peak around 13:00, which corresponds to 10:00 on the west coast. In the evening we again have a slight increase in activity around 22:00 EDT (10:00 in the Far East).
Overall, it looks like Read/Search activity exhibits a much bigger "hump", while Write/Additions are spread more evenly throughout the day.
Comments on this entry:
Hi, I don't know if I read your Write graph correctly. But are you saying that you get average 20000-30000 links added per hour into Simpy? That's a lot!
I thought del.icio.us was most active social bookmark service but from look at del.icio.us front page it seems get about 2000-3000 links per hour. Does that mean Simpy is 10 times active than del.icio.us???
How many users/bookmarks/links do Simpy have?
Also when you count read/search do you also count search engines like Google etc.?
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