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Bee-Path


First Statistics of the results in
“Com et mous?” experiment
We study the statistics of the traces independently on the users

AGGREGATE
Flight length




Mean=     Standard Deviation=
Stops duration




Mean=      Standard Deviation=
We study the statistics of the traces according to the users.

POPULATION
Total length




Mean= 1505.04 m   Standard Deviation= 1176.03 m
Flights number vs. Stops number
                        Mean

                            23.04
                        Standard Deviation

                            17.29
                        Mean

                            14.40
                        Standard Deviation

                            11.02
Flights number vs. Stops number




                      A  0.5854  0.0353
    f x   Ax  B
                      B  0.9095  1.0170
Flights total time vs. Stops total time
                              Mean

                               1210.08 s
                              Standard Deviation

                               1006.37 s
                              Mean

                               1810.90 s
                              Standard Deviation

                               1880.94 s
Flights total time vs. Stops total time




                           A  1.0963  0.2206
      f x   Ax  B
                           B  468.982  350.4
Velocity average




Mean= 1.2055 m / s   Standard Deviation= 0.2078 m / s
Ballistic factor




Mean=   0.7991   Standard Deviation=   0.5366
CONCLUSION
Summary
1
• Aggregate of flights length and stops duration seems to follow an
  exponential law.


2
• Flights number more heterogeneous than stops number
• Strong linear correlation in flights-stops number, almost 2 to 1.
• Stops time more heterogeneous than Flights time.
• No linear correlation between flights-stops time.


3
• Very narrow distribution in average velocity. (Homogeneous)
• Almost uniform distribution in ballistic factor. (Heterogeneous)
Future work
1
• Test exponential fit and power-law fit in current distributions.
• Investigate the linear relation between flight number and stops number.

2
• Look at the structure of the flights and stops sequence. Autocorrelation?


3
• Duration of the stops with respect to previous flight duration.


4
• Compare social variables (such as age, gender, group) with respect to
  mobility variables (such as tortuosity, velocity, number of flights, etc.)

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Bee path first-statistics

  • 1. Bee-Path First Statistics of the results in “Com et mous?” experiment
  • 2. We study the statistics of the traces independently on the users AGGREGATE
  • 3. Flight length Mean= Standard Deviation=
  • 4. Stops duration Mean= Standard Deviation=
  • 5. We study the statistics of the traces according to the users. POPULATION
  • 6. Total length Mean= 1505.04 m Standard Deviation= 1176.03 m
  • 7. Flights number vs. Stops number Mean 23.04 Standard Deviation 17.29 Mean 14.40 Standard Deviation 11.02
  • 8. Flights number vs. Stops number A  0.5854  0.0353 f x   Ax  B B  0.9095  1.0170
  • 9. Flights total time vs. Stops total time Mean 1210.08 s Standard Deviation 1006.37 s Mean 1810.90 s Standard Deviation 1880.94 s
  • 10. Flights total time vs. Stops total time A  1.0963  0.2206 f x   Ax  B B  468.982  350.4
  • 11. Velocity average Mean= 1.2055 m / s Standard Deviation= 0.2078 m / s
  • 12. Ballistic factor Mean= 0.7991 Standard Deviation= 0.5366
  • 14. Summary 1 • Aggregate of flights length and stops duration seems to follow an exponential law. 2 • Flights number more heterogeneous than stops number • Strong linear correlation in flights-stops number, almost 2 to 1. • Stops time more heterogeneous than Flights time. • No linear correlation between flights-stops time. 3 • Very narrow distribution in average velocity. (Homogeneous) • Almost uniform distribution in ballistic factor. (Heterogeneous)
  • 15. Future work 1 • Test exponential fit and power-law fit in current distributions. • Investigate the linear relation between flight number and stops number. 2 • Look at the structure of the flights and stops sequence. Autocorrelation? 3 • Duration of the stops with respect to previous flight duration. 4 • Compare social variables (such as age, gender, group) with respect to mobility variables (such as tortuosity, velocity, number of flights, etc.)