If everything is correct, running "python minifly.py" will result in: --------------------------------------- There are 54 experiments (27 impaired) There are 51359 trials (26615 impaired) Experimental groups: DPPIII NEP1 TPPII Genotypes: DPPIII: P{KK102672}VIE-260B GFP: w[1118]; P{w[+mC]=UAS-GFP.dsRNA.R}142 NEP1: w[1118];P{GD11797}v27537 TPPII: w[1118]; P{GD11183}v26349 Arenas: flycube2 flycube3 flycube5 flycube6 flycube8 exp_group impaired DPPIII False 5693 True 1899 NEP1 False 10856 True 12329 TPPII False 8195 True 12387 dtype: int64 exp_group impaired DPPIII False 3.951386 True 3.455856 NEP1 False 3.897365 True 3.460841 TPPII False 4.000720 True 2.902316 Name: length_s, dtype: float64 Time series groups: basic x: x y: y z: z rotation_rate: rotation_rate v_offset_rate: v_offset_rate trg_x: trg_x trg_y: trg_y trg_z: trg_z ratio: ratio perturb_progress: perturb_progress speed_xy: velocity dtheta: dtheta radius: radius dist_to_post: GoingTowards(im=True,out='dist_to_target',positions=('x','y'),targets=(-0.1,-0.1)) vel_to_post: GoingTowards(im=True,out='vel_to_target',positions=('x','y'),targets=(-0.1,-0.1)) acc_to_post: GoingTowards(im=True,out='acc_to_target',positions=('x','y'),targets=(-0.1,-0.1)) cosdist_to_post: GoingTowards(im=True,out='cosine_dist_to_target',positions=('x','y'),targets=(-0.1,-0.1)) cosdist_to_post_grad: GoingTowards(im=True,out='cosine_dist_to_target_grad',positions=('x','y'),targets=(-0.1,-0.1)) dist_to_trg: GoingTowards(im=True,out='dist_to_target',positions=('x','y'),targets=('trg_x','trg_y')) vel_to_trg: GoingTowards(im=True,out='vel_to_target',positions=('x','y'),targets=('trg_x','trg_y')) acc_to_trg: GoingTowards(im=True,out='acc_to_target',positions=('x','y'),targets=('trg_x','trg_y')) cosdist_to_trg: GoingTowards(im=True,out='cosine_dist_to_target',positions=('x','y'),targets=('trg_x','trg_y')) cosdist_to_trg_grad: GoingTowards(im=True,out='cosine_dist_to_target_grad',positions=('x','y'),targets=('trg_x','trg_y')) Computing speed means for different groups (this takes around 1 minute in my machine)... DPPIII, impaired=False, mean(mean(speed_xy)) = 0.38 +/- 0.10 m/s DPPIII, impaired=True, mean(mean(speed_xy)) = 0.37 +/- 0.13 m/s NEP1, impaired=False, mean(mean(speed_xy)) = 0.33 +/- 0.10 m/s NEP1, impaired=True, mean(mean(speed_xy)) = 0.39 +/- 0.10 m/s TPPII, impaired=False, mean(mean(speed_xy)) = 0.33 +/- 0.10 m/s TPPII, impaired=True, mean(mean(speed_xy)) = 0.41 +/- 0.10 m/s