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  March 4, 2005


BlogAttentionCurve
The Idea: Taking a closer look at the aggregate reader attention of the l-o-o-o-n-g tail of the blogosphere suggests the Power Law is missing something big.


A number of readers asked me how I computed the data in my recent Bloggers, Your Audience Awaits post. People were especially surprised at my computation that only 2,000 blogs have an average of over 1,000 page-views per day. Here is the data I published in that analysis:


"Inbound
Blogs" per Blog
Combined
Average Page Views per Day
Average
Page Views per Day per Blog
Page Views
per Day per Blog
 
Reader
Attention/Day
per Blog
100 A-list bloggers
>2,000
15 million
150,000
>15,000
100-400 hrs*
2,000 B-list bloggers
300-2,000
5 million
2,500
1,000-15,000
30-100 hrs
18,000 C-list bloggers
50-300
9 million
500
150-1,000
5-30 hrs
80,000 up-and-coming bloggers
10-50
8 million
100
50-150
1-5 hrs
5 million remaining active bloggers
<10
15 million
3
0-50
<1 hr

To produce this data, I started with Technorati's Top 100 (A-list) blogs, each of which had over 2000 "inbound blogs" (i.e. 2000 other blogs that had current links to them on their home pages). I then correlated that to the daily number of page views by examining a sample of these blogs' SiteMeter.com page-view counts. There's a lot of variation, but for the A-listers, the average number of daily page views was 150,000 and, among those at the bottom of this range, the median ratio of daily page views to inbound blogs was 7.5, so I defined "A-listers" as those with over 2000 x 7.5 = 15,000 daily page views. I then took a cross-section of smaller blogs and found the ratio of daily page views to inbound blogs declined from about 6.0 for blogs in the second 100 to about 3.5 for blogs with only 300-400 inbound blogs. By extrapolating Shirky's Power Curve for inbound blogs I computed that the 2,100th ranking blog would have about 300 inbound blogs, and hence 300 x 3.5 = about 1,000 page-views per day.

After extrapolating the data for the rest of the categories, I looked at the average time spent per page view, again using the SiteMeter data. I confirmed the statistic I had read elsewhere, that the average reader hangs around for under 90 seconds per page view. But a quick look at some A-list bloggers showed their average readers hang around for only 40 seconds per page view. So last night I dug into the SiteMeter data in a little more detail. I discovered that the attention deficit I had noted for A-listers is even worse than I thought: There is an inverse relationship among A-listers between number of page views and average time spent per page view. Example: readers of Daily Kos, Little Green Footballs, Gawker and Atrios averaged only 3-6 seconds per page view. Multiply the average stay per page read times the number of page reads per day and you get a maximum of 400 hours per day (Daily Kos). That's a long way short of the 1700 hours I'd computed using the 40 second average, and a long way short of the 8300 hours of reader attention the average US daily paper commands.

What this suggests is that online advertisers looking for a bargain might be better off investing in a bundle of B-list bloggers, those 2,000 bloggers who each get 1/4 the reader attention of the average A-lister, an average of 60 hours/day of attentive eyeballs.

It also suggests that Shirky's Power Law tends to exaggerate the importance and influence of the A-listers, whose aggregate reader attention is only 25,000 hours per day compared to the 120,000 hours per day of B-listers and 230,000 hours per day of C-listers. In fact, the attention curve above isn't a Power curve at all -- just a simple logarithmic curve with -- you guessed it -- a long and unexpectedly powerful tail. If I'd plotted the whole 5 million active blogs on the chart above it would be 620 feet (200 metres) wide.

* revised, per calculations described above


11:03:48 AM  trackback []  comment []


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