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LOS ANGELES QS MEETUP
                             M Y D ATA D I S C O V E R Y
                             J U N 2 1 S T, 2 0 1 2




Eric Blue
Blog: http://eric-blue.com
Twitter: @ericblue
MY QS DATA DISCOVERY
LESSONS LEARNED SO FAR
Started self-tracking in early 2010
 Lots of gadgets and software
    Off the shelf and home-brewed
 Lots of data collected
 Now moving from massive collection to discovery
My motivation for tracking?
 Recurring lower-back injury was majorly impacting my activity
 Get back to higher level of activity and fitness
 Curiosity – no immediate questions – see patterns over long periods of time
What have I learned?
 Some meta-data about my tracking – Meta Quantified Self
 Interesting discoveries
 Practical advice for people getting started




                                                                                2
CORE GADGETS + APPS
My gadgets
 Activity: FitBit
 Weight + Blood Pressure: Withings
    (scale + HRM)
 Sleep: Zeo
 Heart Rate: Garmin FR60 heart rate monitor
 Location: GPS (Qstarz)
 Mental Focus: NeuroSky
Applications
 iFitness - iPhone
 TRAQS.me




                                               3
META QUANTIFIED SELF – DATA ABOUT DATA
   Stat                          Fact
   Total hours spent tracking    20,606.40 hours
                                 (since 2/13/2010)

   Total steps recorded          231,616 steps
   Total GPS points (lat/long)   1.94 million points
   Heart beats recorded          109,230 beats
   Total burned calories         248,385 records
   recorded
   Total sleep recorded          414,641 sleep points
   Total data saved              218.89 MB
   Frequency of QS gadget        .5 gadgets / month 
   purchase




                                                        4
MY ORIGINAL IDEA ABOUT SELF-TRACKING




              +
                                       =
            AND (POOF) MAGIC HAPPENS
                                       …   5
MY ORIGINAL IDEA ABOUT SELF-TRACKING
              (FANTASY)




                                       6
MY ORIGINAL IDEA ABOUT SELF-TRACKING
                    (REALITY)




NO SPARTAN YET, BUT A WORK IN PROGRESS 




                                             7
SELF-TRACKING STATUS UPDATE – 6/21/2012
   Stat                 Start    Current   Delta
   Total weight (lbs)   205.3    190.2     -15.1lbs
                                           (since 2/13/2010)

   Body fat %           23%      17.2%     - 5.8%
   Muscle (lbs)         158.08   157.73    - 0.35 lbs
   Fat (lbs)            47.22    32.77     - 14.45 lbs
   Strength (max        205lbs   267lbs    30.24% increase
   bench)
   Total back injury    0        5         5 setbacks
   flair ups
   Days since last          -        -     292 days
   major flair up




                                                               8
LESSONS LEARNED
Lesson 1 – Progress is NOT linear
 There will be set backs
 Injury can happen, there will be lack of motivation but keep at it
 Push yourself, but also be kind to yourself
Lesson 2 – Set realistic goals
 Rome (or better yet, a Spartan) wasn’t built in a day
 Don’t go overboard on tracking – start small, be pragmatic
Lesson 3 – Visualizing data in different ways can bring insight
 Spreadsheets and charts are effective but can be boring
 Experiment with different ways to visualize data and find patterns




                                                                       9
INTERESTING STATS & VISUALIZATIONS – [1]
This is what enduring back pain and a major spasm looks like at night
   (9/24/2010)




                                                                        10
INTERESTING STATS & VISUALIZATIONS – [2]
Friday is my most active day of the week; Monday I’m lazy




                                                            11
INTERESTING STATS & VISUALIZATIONS – [3]
Set a goal everyday and exceed it; skipping a day means you may have to
   make it up!




                                                                          12
INTERESTING STATS & VISUALIZATIONS – [4]
Adding some color shows patterns on larger volumes of data




                                                             13
INTERESTING STATS & VISUALIZATIONS – [5]
My hourly activity as a heatmap




                                           14
INTERESTING STATS & VISUALIZATIONS – [6]




                                           15
INTERESTING STATS & VISUALIZATIONS – [7]




                                           16
INTERESTING STATS & VISUALIZATIONS – [8]
My morning walks




                                           17
INTERESTING STATS & VISUALIZATIONS – [9]
My morning walks – frequency & intensity




                                           18
INTERESTING STATS & VISUALIZATIONS – [10]
Cities I’ve visited order by date; My home-brewed Google Latitude




                                                                    19
INTERESTING STATS & VISUALIZATIONS – [11]
Remember, graphs aren’t (always) reality. Focus on feeling good/fit and
  being happy. Have a slice of pie once in a while!




                                                                          20
WHERE TO FIND MORE?
The Quantified Self Site
 http://quantifiedself.com/
QS Los Angeles Meetup
 http://www.meetup.com/QuantifiedSelfLA/
QS Los Angeles Wiki
 http://quantifiedselfla.wikispaces.com/
My Blog – Quantified Self Category
 http://eric-blue.com/category/quantified-self/




                                                   21

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LA Quantified Self Meetup (06/12) - My Data Discovery

  • 1. LOS ANGELES QS MEETUP M Y D ATA D I S C O V E R Y J U N 2 1 S T, 2 0 1 2 Eric Blue Blog: http://eric-blue.com Twitter: @ericblue
  • 2. MY QS DATA DISCOVERY LESSONS LEARNED SO FAR Started self-tracking in early 2010  Lots of gadgets and software  Off the shelf and home-brewed  Lots of data collected  Now moving from massive collection to discovery My motivation for tracking?  Recurring lower-back injury was majorly impacting my activity  Get back to higher level of activity and fitness  Curiosity – no immediate questions – see patterns over long periods of time What have I learned?  Some meta-data about my tracking – Meta Quantified Self  Interesting discoveries  Practical advice for people getting started 2
  • 3. CORE GADGETS + APPS My gadgets  Activity: FitBit  Weight + Blood Pressure: Withings  (scale + HRM)  Sleep: Zeo  Heart Rate: Garmin FR60 heart rate monitor  Location: GPS (Qstarz)  Mental Focus: NeuroSky Applications  iFitness - iPhone  TRAQS.me 3
  • 4. META QUANTIFIED SELF – DATA ABOUT DATA Stat Fact Total hours spent tracking 20,606.40 hours (since 2/13/2010) Total steps recorded 231,616 steps Total GPS points (lat/long) 1.94 million points Heart beats recorded 109,230 beats Total burned calories 248,385 records recorded Total sleep recorded 414,641 sleep points Total data saved 218.89 MB Frequency of QS gadget .5 gadgets / month  purchase 4
  • 5. MY ORIGINAL IDEA ABOUT SELF-TRACKING + = AND (POOF) MAGIC HAPPENS … 5
  • 6. MY ORIGINAL IDEA ABOUT SELF-TRACKING (FANTASY) 6
  • 7. MY ORIGINAL IDEA ABOUT SELF-TRACKING (REALITY) NO SPARTAN YET, BUT A WORK IN PROGRESS  7
  • 8. SELF-TRACKING STATUS UPDATE – 6/21/2012 Stat Start Current Delta Total weight (lbs) 205.3 190.2 -15.1lbs (since 2/13/2010) Body fat % 23% 17.2% - 5.8% Muscle (lbs) 158.08 157.73 - 0.35 lbs Fat (lbs) 47.22 32.77 - 14.45 lbs Strength (max 205lbs 267lbs 30.24% increase bench) Total back injury 0 5 5 setbacks flair ups Days since last - - 292 days major flair up 8
  • 9. LESSONS LEARNED Lesson 1 – Progress is NOT linear  There will be set backs  Injury can happen, there will be lack of motivation but keep at it  Push yourself, but also be kind to yourself Lesson 2 – Set realistic goals  Rome (or better yet, a Spartan) wasn’t built in a day  Don’t go overboard on tracking – start small, be pragmatic Lesson 3 – Visualizing data in different ways can bring insight  Spreadsheets and charts are effective but can be boring  Experiment with different ways to visualize data and find patterns 9
  • 10. INTERESTING STATS & VISUALIZATIONS – [1] This is what enduring back pain and a major spasm looks like at night (9/24/2010) 10
  • 11. INTERESTING STATS & VISUALIZATIONS – [2] Friday is my most active day of the week; Monday I’m lazy 11
  • 12. INTERESTING STATS & VISUALIZATIONS – [3] Set a goal everyday and exceed it; skipping a day means you may have to make it up! 12
  • 13. INTERESTING STATS & VISUALIZATIONS – [4] Adding some color shows patterns on larger volumes of data 13
  • 14. INTERESTING STATS & VISUALIZATIONS – [5] My hourly activity as a heatmap 14
  • 15. INTERESTING STATS & VISUALIZATIONS – [6] 15
  • 16. INTERESTING STATS & VISUALIZATIONS – [7] 16
  • 17. INTERESTING STATS & VISUALIZATIONS – [8] My morning walks 17
  • 18. INTERESTING STATS & VISUALIZATIONS – [9] My morning walks – frequency & intensity 18
  • 19. INTERESTING STATS & VISUALIZATIONS – [10] Cities I’ve visited order by date; My home-brewed Google Latitude 19
  • 20. INTERESTING STATS & VISUALIZATIONS – [11] Remember, graphs aren’t (always) reality. Focus on feeling good/fit and being happy. Have a slice of pie once in a while! 20
  • 21. WHERE TO FIND MORE? The Quantified Self Site  http://quantifiedself.com/ QS Los Angeles Meetup  http://www.meetup.com/QuantifiedSelfLA/ QS Los Angeles Wiki  http://quantifiedselfla.wikispaces.com/ My Blog – Quantified Self Category  http://eric-blue.com/category/quantified-self/ 21