Blog archive: Technology & applications
One of the nice things about running your own business is that you can occasionally decide to spend a bit of time doing a bit of research into stuff you find interesting. The Normalisr is an example of this - an application that I built to reflect some of my ideas on attention data and what could be measured in last.fm listening charts.
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06 November 2009
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Technology & applications
Hooray! It's live! Your all-new "Normalisr" experience can now boast the following improvements:
- A new URL - http://www.normalisr.com/
- A slick new design, including gig photographs
- Thumbnail views of artist and album charts
- The ability to manually find artists and albums that come from last.fm without a proper Musicbrainz ID - we're hoping that this will improve the accuracy of your charts
- Proper Unicode support (fingers crossed!)
- A graphical widget of your artist chart to add to your blog or last.fm profile
We hope you enjoy it. If you have any questions, feedback or issues to report, please use the feedback form.
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03 October 2009
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Technology & applications
After months of neglect, we've finally got round to working on an update to our last.fm normaliser application. We've decided to build the whole thing from the ground up using Python/Django, our new favourite toys. Version two will hopefully include the following improvements:
- Proper unicode support.
- The ability to find artists & albums that have a blank Musicbrainz ID in last.fm. This will involve users doing an additional search for each artist, but it should vastly improve most people's charts. We will try to make the search process as easy as possible (see screenshots below).
- A whizzy new design using gig photos from Flickr.
- Updated XML format to mirror v2 of last.fm's data feeds (we will keep the older XML versions available on the same URL).
- Hopefully, some form of export code that will allow charts to be shown on user blogs, etc.
- We're still scratching our heads trying to think of ways we can make a few quid out of all the work we're putting into this...
Anyway, some work in progress screenshots below.
Homepage

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26 August 2009
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Technology & applications
...you watch a video by the next big thing in pop music and concentrate on the gadget rather than the fetching young lady or the tune.
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09 January 2009
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Technology & applications
"When you blow something up by a factor of one hundred, it gets weaker by a factor of one hundred. If you try to build a cathedral that way, it just collapses into a pile of rubble." - Alan Kay
Having spent time as both a "Software Engineer" and a Structural Engineer, I am always interested when key industry figures start comparing the two disciplines. Alan Kay's insight into one of the fundamental problems with software reminded me of the arguments over the use of the word "Engineering" for software.
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18 November 2008
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Technology & applications
Our last.fm normaliser application recently celebrated its first birthday, and we're pretty pleased that not only has it lasted this long, but it still seems to be going strong. In that year, it has served up over a quarter of a million charts and now has over 215,000 albums in its cache.
It has been very interesting to compare usage with coverage - while most of our referrals come from last.fm itself, this article in Read Write Web, a link from Tom Coates and the launch of last.fm's directory of external applications all provided some welcome spikes in traffic.
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04 July 2008
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Technology & applications
Read Write Web has just published an interesting summary piece about the semantic web, that predicts the eventual demise of relational databases in favour of "structure on the fly" searching.
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17 February 2008
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Technology & applications
We've just knocked together a stats page for our last.fm normaliser application, that rejigs your charts based on an estimate of how long you have actually spent listening.
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25 January 2008
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Technology & applications
I have just published a little application that grabs the top 50 artists from your Last.fm profile and searches for the latests news about them from Google News. The results are produced in RSS format.
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02 November 2007
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Technology & applications
After much head-scratching and a few hairy moments with the database this afternoon, we have updated the Last.fm Normaliser to use median track length values in its calculations, rather than the arithmetic mean values used previously.
Hopefully, this should smooth out a lot of the issues people were reporting with a handful of extra-long or extra-short tracks skewing the figures for a particular artist or album.
02 July 2007
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Technology & applications