hop 0 mexican hat

[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[10.62760309  0.24492514]
39.59620871975534
[8.72801207 0.2727617 ]
AB MS power law error calculating====>
4.302079969014446
[6.12020374 0.46981289]
C P power law error calculating====>
53.00138220831553
[11.17972834  0.35125106]
E D power law error calculating====>
29.32807447423355


hop 1 
[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[10.91003318  0.2617831 ]
38.64047700051724
[9.13197816 0.28710314]
AB MS power law error calculating====>
4.013178761643376
[7.02257689 0.4775678 ]
C P power law error calculating====>
64.69063685809249
[12.02062309  0.35634427]
E D power law error calculating====>
26.938926530476984

hop 2
[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[11.21575003  0.28074042]
37.613733508860946
[9.63856648 0.30064745]
AB MS power law error calculating====>
3.9464634402336176
[8.47553303 0.46321043]
C P power law error calculating====>
73.33700700626866
[13.01305041  0.36030155]
E D power law error calculating====>
26.1008790288943

hop  3
[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[11.27017325  0.30265193]
37.014754659065304
[9.86688112 0.31813417]
AB MS power law error calculating====>
4.093326286460579
[9.46296086 0.45901877]
C P power law error calculating====>
78.38775268902215
[13.70138774  0.36617481]
E D power law error calculating====>
27.16724254852244


hop 4
[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[11.07976372  0.3281924 ]
36.756771850987384
[9.79204327 0.34146245]
AB MS power law error calculating====>
4.299302222996274
[9.95896196 0.46588325]
C P power law error calculating====>
82.62956046715884
[13.87309871  0.38026978]
E D power law error calculating====>
27.922629682736563

hop 5
[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[10.83662138  0.35091468]
36.77984273716448
[9.57910541 0.36485401]
AB MS power law error calculating====>
4.439204108627249
[10.23224098  0.47332338]
C P power law error calculating====>
86.97514979785153
[13.73579184  0.39808603]
E D power law error calculating====>
27.801122035825458

hop 6
[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[10.6815993   0.36567858]
36.96762285993155
[9.41655669 0.38114336]
AB MS power law error calculating====>
4.576968767308287
[10.36827843  0.47914207]
C P power law error calculating====>
90.27571079485065
[13.58479074  0.41171718]
E D power law error calculating====>
27.585771184123068


hop 7
[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[10.59283212  0.3745149 ]
37.1121143689854
[9.32914758 0.39067679]
AB MS power law error calculating====>
4.705707934383519
[10.42576138  0.48341687]
C P power law error calculating====>
92.2302949847223
[13.51694261  0.41919467]
E D power law error calculating====>
27.563326783661026


hop 8
[1636 rows x 5 columns]
all cell before 48 cell-stage law error calculating====>
[10.5364513  0.3801059]
37.187005534664095
[9.28303428 0.39632567]
AB MS power law error calculating====>
4.808524808553433
[10.46724185  0.48566191]
C P power law error calculating====>
93.45356498481257
[13.50131202  0.42283423]
E D power law error calculating====>
27.620399672909826




