Quantified Self Amsterdam #3 - Joost Plattel

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These are the slides I used for my talk at the third QS Amsterdam meetup on 16/05/2011 at the Waag.

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Quantified Self Amsterdam #3 - Joost Plattel

  1. 1. Hi.<br />I’m Joost!<br />And about 6 to 7% of <br />my life is quantified..<br />@jplattel<br />
  2. 2. I have a huge dataset, in fact we all do!<br />
  3. 3. How do I make sense of it?<br />I started with a small subset of my data <br />(the public transportation system)<br />Build a heatmap.<br />
  4. 4. *insert nerdy things here*<br />Export of data varies a lot and often incomplete.<br />Streetnames to lat/long with Google API.<br />Build upon Google’s architecture (GAE) & Python.<br />Crappy coding, slow & inefficient.<br />Results:<br />1000 total stations so far (03/2011)<br />77 different ones<br />Bus/train stations<br />Geo-coordinates? predictability/patterns/usage why?<br />
  5. 5. 6-9-2010;;13:04;13:55;Lelystad Centrum;AmsterdamCentraal;NS;Reis;;0;0;<br />6-9-2010;;12:03;13:03;Lemmer, Busstation;Lelystad, Station NS/Centrum;Connexxion;Reis;;0;0;<br />27-8-2010;;12:29;13:00;Sneek, Busstation;Balk, Wilhelminastraat;Connexxion;Reis;;0;0;<br />26-8-2010;;8:55;9:23;Balk, Wilhelminastraat;Sneek, Busstation;Connexxion;Reis;;0;0;<br />23-8-2010;;16:23;17:01;Sneek, Busstation;Balk, Wilhelminastraat;Connexxion;Reis;;0;0;<br />23-8-2010;;15:32;16:32;Leeuwarden;;NS;Reis;;0;0;<br />23-8-2010;;;;Leeuwarden;;NS;Opladen;;0;10;Handmatig<br />23-8-2010;;12:55;13:24;Balk, Wilhelminastraat;Sneek, Busstation;Connexxion;Reis;;0;0;<br />5-8-2010;;11:30;11:45;Lemmer, Urkerstraat;Balk, Wilhelminastraat;Connexxion;Reis;;1,29;;<br />5-8-2010;;9:39;9:57;Balk, Wilhelminastraat;Lemmer, Urkerstraat;Connexxion;Reis;;1,3;;<br />30-7-2010;;13:34;13:59;Sneek, Oosterdijk;Balk, Wilhelminastraat;Connexxion;Reis;;1,78;;<br />30-7-2010;;10:57;;Balk, Wilhelminastraat;;Connexxion;Reis;;4;;<br />30-7-2010;;9:37;9:59;Sneek, Oosterdijk;Balk, Wilhelminastraat;Connexxion;Reis;;1,27;;<br />30-7-2010;;8:49;9:18;Balk, Wilhelminastraat;Sneek, Oosterdijk;Connexxion;Reis;;1,78;;<br />12-7-2010;;17:33;18:00;Sneek, Oosterdijk;Balk, Wilhelminastraat;Connexxion;Reis;;0;0;<br />12-7-2010;;10:01;10:05;Leeuwarden, NS/Busstation;Leeuwarden, Celsiusweg;Connexxion;Reis;;0;0;<br />12-7-2010;;8:52;9:21;Balk, Wilhelminastraat;Sneek, Busstation;Connexxion;Reis;;0;0;<br />10-7-2010;;14:24;15:03;Sneek, Busstation;Balk, Zuivelfabriek;Connexxion;Reis;;1,9;;<br />9-7-2010;;20:52;21:25;Balk, Wilhelminastraat;Sneek, Busstation;Connexxion;Reis;;0;0;<br />2-7-2010;;12:27;13:07;Sneek, Busstation;Balk, Wilhelminastraat;Connexxion;Reis;;0;0;<br />1-7-2010;;12:53;13:27;Balk, Wilhelminastraat;Sneek, Busstation;Connexxion;Reis;;0;0;<br />25-6-2010;;11:40;12:04;Sneek, Oosterdijk;Balk, Zuivelfabriek;Connexxion;Reis;;0;0;<br />23-6-2010;;17:48;18:50;Amsterdam, Centraal Station;Edam, Watermolen;Arriva;Reis;;0;0;<br />23-6-2010;;11:51;17:46;Amsterdam Centraal;AmsterdamCentraal;NS;Reis;;0;0;<br />23-6-2010;;11:40;11:48;Merelstraat;Prins Hendrikkade;GVB;Reis;;0;0;<br />22-6-2010;;17:00;17:37;Amsterdam, Buikslotermeerplein;Edam, Watermolen;Arriva;Reis;;0;0;<br />22-6-2010;;16:49;16:52;Merelstraat;Het Breed;GVB;Reis;;0;0;<br />22-6-2010;;8:31;8:34;Buikslotermeerplein;Merelstraat;GVB;Reis;;0;0;<br />22-6-2010;;;8:28;;Amsterdam, Buikslotermeerplein;Arriva;Reis;;0;0;<br />22-6-2010;;7:52;;Edam, Watermolen;;Arriva;Reis;;0;0; <br />10-5-2010;;8:37;8:41;Buikslotermeerplein;Merelstraat;GVB;Reis;;0;0;<br />10-5-2010;;7:51;8:32;Edam, Watermolen;Amsterdam, Buikslotermeerplein;Arriva;Reis;;0;0;<br />9-5-2010;;18:45;19:38;Balk, Wilhelminastraat;Bolsward, Busstation;Connexxion;Reis;;2,78;;<br />7-5-2010;;19:05;19:56;Heerenveen, Busstation;Balk, Wilhelminastraat;Connexxion;Reis;;0;0;<br />7-5-2010;;17:18;18:57;Utrecht Centraal;Heerenveen;NS;Reis;;0;0;<br />7-5-2010;;15:54;16:35;Amsterdam Centraal;UtrechtCentraal;NS;Reis;;0;0;<br />7-5-2010;;15:43;15:53;Merelstraat;Centraal Station;GVB;Reis;;0;0;<br />7-5-2010;;8:22;8:26;Buikslotermeerplein;Merelstraat;GVB;Reis;;0;0;<br />7-5-2010;;7:51;8:20;Edam, Weerenstraat;Amsterdam, Buikslotermeerplein;Arriva;Reis;;0;0;<br />6-5-2010;;17:03;17:37;Amsterdam, Buikslotermeerplein;Edam, Watermolen;Arriva;Reis;;0;0;<br />
  6. 6. I lack the skills for a real heatmap<br />
  7. 7. It’s in α & ßuggy:<br />(exportsucksnowadays, soresultsmayvary)<br />http://bit.ly/ov-heatmap<br />
  8. 8. Latitude: http://bit.ly/gl-heatmapFoursquare: http://bit.ly/4sq-heatmap <br />
  9. 9.
  10. 10. General thoughtsabout QS-systems<br />Near perfect memory with tracking systems.<br />Humans are bound to break the rules, even if they are set by a system of their own.<br />Getting to your data is becoming easier<br />Casting and remodeling of data is hard<br />Extracting knowledge is difficult<br />
  11. 11. JoostPlattel<br />@jplattel<br />jplattel.nl<br />

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