this script simulates movement of nbt in dollars.
it starts at $1 and then adds/subtracts a random float between -0.01 and 0.01 3800 times.
the rate is not allowed to go above 0.9 or 1.10. if the random rate takes it above or below that number it will be pinned at that number.
it keeps track of the total average (std ma).
the real ma over 20 loops. (real ma)
and what we will call the 'limited ma' (ltd ma) (the inaccurate one used by the bot)
it then prints out the results of the final 200 movements/loops.
the (xxx%) is the % difference from the real moving average.
| count | rate | real ma | ltd ma (% diff) | std ma (% diff) | No MA ($1) |
|---|---|---|---|---|---|
| 3600 | 1.002 | $1.013 | $1.009 (0.310%) | $1.001(1.194%) | |
| 3601 | 1.001 | $1.013 | $1.009 (0.396%) | $1.001(1.241%) | |
| 3602 | 0.992 | $1.013 | $1.008 (0.430%) | $1.001(1.199%) | |
| 3603 | 0.982 | $1.011 | $1.007 (0.407%) | $1.001(1.058%) | |
| 3604 | 0.986 | $1.010 | $1.006 (0.346%) | $1.001(0.901%) | |
| 3605 | 0.995 | $1.009 | $1.006 (0.331%) | $1.001(0.836%) | |
| 3606 | 1.004 | $1.009 | $1.006 (0.339%) | $1.001(0.836%) | |
| 3607 | 1.012 | $1.009 | $1.006 (0.304%) | $1.001(0.829%) | |
| 3608 | 1.015 | $1.009 | $1.006 (0.238%) | $1.001(0.805%) | |
| 3609 | 1.018 | $1.009 | $1.007 (0.175%) | $1.001(0.796%) | |
| 3610 | 1.020 | $1.009 | $1.007 (0.152%) | $1.001(0.832%) | |
| 3611 | 1.018 | $1.009 | $1.008 (0.094%) | $1.001(0.822%) | |
| 3612 | 1.015 | $1.009 | $1.008 (0.038%) | $1.001(0.798%) | |
| 3613 | 1.010 | $1.008 | $1.008 (-0.020%) | $1.001(0.749%) | |
| 3614 | 1.009 | $1.008 | $1.008 (-0.050%) | $1.001(0.719%) | |
| 3615 | 1.004 | $1.007 | $1.008 (-0.090%) | $1.001(0.661%) | |
| 3616 | 1.003 | $1.006 | $1.008 (-0.151%) | $1.001(0.577%) | |
| 3617 | 1.006 | $1.006 | $1.008 (-0.212%) | $1.001(0.506%) | |
| 3618 | 1.008 | $1.005 | $1.008 (-0.242%) | $1.001(0.477%) | |
| 3619 | 1.007 | $1.005 | $1.008 (-0.239%) | $1.001(0.475%) | |
| 3620 | 1.003 | $1.005 | $1.008 (-0.210%) | $1.001(0.483%) | |
| 3621 | 0.997 | $1.005 | $1.007 (-0.182%) | $1.001(0.463%) | |
| 3622 | 0.999 | $1.006 | $1.007 (-0.111%) | $1.001(0.497%) | |
| 3623 | 0.989 | $1.006 | $1.006 (0.002%) | $1.001(0.531%) | |
| 3624 | 0.990 | $1.006 | $1.005 (0.093%) | $1.001(0.552%) | |
| 3625 | 0.999 | $1.006 | $1.005 (0.141%) | $1.001(0.573%) | |
| 3626 | 0.993 | $1.006 | $1.004 (0.140%) | $1.001(0.516%) | |
| 3627 | 0.989 | $1.005 | $1.004 (0.097%) | $1.001(0.406%) | |
| 3628 | 0.991 | $1.003 | $1.003 (0.033%) | $1.001(0.283%) | |
| 3629 | 0.997 | $1.002 | $1.003 (-0.045%) | $1.001(0.176%) | |
| 3630 | 1.004 | $1.002 | $1.003 (-0.130%) | $1.001(0.097%) | |
| 3631 | 1.009 | $1.001 | $1.003 (-0.203%) | $1.001(0.050%) | |
| 3632 | 1.016 | $1.001 | $1.004 (-0.257%) | $1.001(0.053%) | |
| 3633 | 1.019 | $1.002 | $1.004 (-0.282%) | $1.001(0.097%) | |
| 3634 | 1.020 | $1.002 | $1.005 (-0.295%) | $1.001(0.154%) | |
| 3635 | 1.016 | $1.003 | $1.006 (-0.286%) | $1.001(0.213%) | |
| 3636 | 1.012 | $1.003 | $1.006 (-0.272%) | $1.001(0.254%) | |
| 3637 | 1.016 | $1.004 | $1.006 (-0.265%) | $1.001(0.308%) | |
| 3638 | 1.009 | $1.004 | $1.007 (-0.273%) | $1.001(0.313%) | |
| 3639 | 1.005 | $1.004 | $1.006 (-0.275%) | $1.001(0.306%) | |
| 3640 | 1.001 | $1.004 | $1.006 (-0.262%) | $1.001(0.296%) | |
| 3641 | 1.003 | $1.004 | $1.006 (-0.216%) | $1.001(0.326%) | |
| 3642 | 1.007 | $1.004 | $1.006 (-0.180%) | $1.001(0.365%) | |
| 3643 | 1.005 | $1.005 | $1.006 (-0.097%) | $1.001(0.441%) | |
| 3644 | 1.014 | $1.006 | $1.006 (-0.014%) | $1.001(0.559%) | |
| 3645 | 1.011 | $1.007 | $1.007 (0.023%) | $1.001(0.615%) | |
| 3646 | 1.008 | $1.008 | $1.007 (0.093%) | $1.001(0.690%) | |
| 3647 | 1.015 | $1.009 | $1.007 (0.182%) | $1.001(0.820%) | |
| 3648 | 1.012 | $1.010 | $1.007 (0.265%) | $1.001(0.925%) | |
| 3649 | 1.018 | $1.011 | $1.008 (0.322%) | $1.001(1.033%) | |
| 3650 | 1.019 | $1.012 | $1.008 (0.344%) | $1.001(1.105%) | |
| 3651 | 1.019 | $1.012 | $1.009 (0.347%) | $1.001(1.159%) | |
| 3652 | 1.020 | $1.012 | $1.009 (0.316%) | $1.001(1.178%) | |
| 3653 | 1.011 | $1.012 | $1.009 (0.268%) | $1.001(1.138%) | |
| 3654 | 1.014 | $1.012 | $1.010 (0.218%) | $1.001(1.108%) | |
| 3655 | 1.019 | $1.012 | $1.010 (0.190%) | $1.001(1.122%) | |
| 3656 | 1.020 | $1.012 | $1.010 (0.186%) | $1.001(1.163%) | |
| 3657 | 1.019 | $1.012 | $1.011 (0.160%) | $1.001(1.176%) | |
| 3658 | 1.020 | $1.013 | $1.011 (0.171%) | $1.001(1.228%) | |
| 3659 | 1.014 | $1.013 | $1.011 (0.202%) | $1.001(1.271%) | |
| 3660 | 1.015 | $1.014 | $1.012 (0.253%) | $1.001(1.338%) | |
| 3661 | 1.011 | $1.015 | $1.012 (0.297%) | $1.001(1.379%) | |
| 3662 | 1.020 | $1.015 | $1.012 (0.324%) | $1.001(1.445%) | |
| 3663 | 1.011 | $1.016 | $1.012 (0.360%) | $1.001(1.477%) | |
| 3664 | 1.020 | $1.016 | $1.012 (0.354%) | $1.001(1.508%) | |
| 3665 | 1.013 | $1.016 | $1.012 (0.362%) | $1.001(1.519%) | |
| 3666 | 1.003 | $1.016 | $1.012 (0.382%) | $1.001(1.498%) | |
| 3667 | 0.997 | $1.015 | $1.011 (0.357%) | $1.001(1.406%) | |
| 3668 | 0.990 | $1.014 | $1.010 (0.344%) | $1.001(1.295%) | |
| 3669 | 0.997 | $1.013 | $1.010 (0.298%) | $1.001(1.190%) | |
| 3670 | 1.001 | $1.012 | $1.009 (0.249%) | $1.001(1.102%) | |
| 3671 | 1.004 | $1.011 | $1.009 (0.196%) | $1.001(1.027%) | |
| 3672 | 0.996 | $1.010 | $1.008 (0.136%) | $1.001(0.908%) | |
| 3673 | 0.995 | $1.009 | $1.008 (0.117%) | $1.001(0.827%) | |
| 3674 | 0.989 | $1.008 | $1.007 (0.078%) | $1.001(0.703%) | |
| 3675 | 0.990 | $1.006 | $1.006 (0.010%) | $1.001(0.557%) | |
| 3676 | 0.981 | $1.004 | $1.005 (-0.070%) | $1.001(0.362%) | |
| 3677 | 0.984 | $1.003 | $1.004 (-0.150%) | $1.001(0.187%) | |
| 3678 | 0.992 | $1.001 | $1.004 (-0.235%) | $1.001(0.046%) | |
| 3679 | 0.985 | $1.000 | $1.003 (-0.295%) | $1.001(-0.096%) | |
| 3680 | 0.994 | $0.999 | $1.002 (-0.360%) | $1.001(-0.200%) | |
| 3681 | 1.002 | $0.998 | $1.002 (-0.403%) | $1.001(-0.245%) | |
| 3682 | 0.994 | $0.997 | $1.002 (-0.495%) | $1.001(-0.376%) | |
| 3683 | 0.989 | $0.996 | $1.001 (-0.547%) | $1.001(-0.485%) | |
| 3684 | 0.995 | $0.995 | $1.001 (-0.643%) | $1.001(-0.611%) | |
| 3685 | 0.991 | $0.994 | $1.001 (-0.708%) | $1.001(-0.719%) | |
| 3686 | 0.993 | $0.993 | $1.000 (-0.725%) | $1.001(-0.770%) | |
| 3687 | 0.996 | $0.993 | $1.000 (-0.711%) | $1.001(-0.774%) | |
| 3688 | 0.991 | $0.993 | $1.000 (-0.664%) | $1.001(-0.766%) | |
| 3689 | 0.989 | $0.993 | $0.999 (-0.657%) | $1.001(-0.806%) | |
| 3690 | 0.983 | $0.992 | $0.998 (-0.676%) | $1.001(-0.899%) | |
| 3691 | 0.982 | $0.991 | $0.998 (-0.714%) | $1.001(-1.010%) | |
| 3692 | 0.991 | $0.990 | $0.997 (-0.710%) | $1.001(-1.038%) | |
| 3693 | 0.986 | $0.990 | $0.997 (-0.702%) | $1.001(-1.083%) | |
| 3694 | 0.990 | $0.990 | $0.997 (-0.667%) | $1.001(-1.077%) | |
| 3695 | 0.991 | $0.990 | $0.996 (-0.636%) | $1.001(-1.069%) | |
| 3696 | 0.990 | $0.990 | $0.996 (-0.562%) | $1.001(-1.023%) | |
| 3697 | 0.981 | $0.990 | $0.995 (-0.509%) | $1.001(-1.039%) | |
| 3698 | 0.980 | $0.990 | $0.995 (-0.498%) | $1.001(-1.097%) | |
| 3699 | 0.983 | $0.990 | $0.994 (-0.456%) | $1.001(-1.106%) | |
| 3700 | 0.980 | $0.989 | $0.993 (-0.463%) | $1.001(-1.176%) | |
| 3701 | 0.980 | $0.988 | $0.993 (-0.512%) | $1.001(-1.285%) | |
| 3702 | 0.984 | $0.987 | $0.992 (-0.521%) | $1.001(-1.336%) | |
| 3703 | 0.981 | $0.987 | $0.992 (-0.510%) | $1.001(-1.377%) | |
| 3704 | 0.980 | $0.986 | $0.991 (-0.530%) | $1.001(-1.451%) | |
| 3705 | 0.984 | $0.986 | $0.991 (-0.534%) | $1.001(-1.490%) | |
| 3706 | 0.980 | $0.985 | $0.991 (-0.550%) | $1.001(-1.555%) | |
| 3707 | 0.980 | $0.984 | $0.990 (-0.584%) | $1.001(-1.635%) | |
| 3708 | 0.982 | $0.984 | $0.990 (-0.594%) | $1.001(-1.679%) | |
| 3709 | 0.983 | $0.984 | $0.989 (-0.595%) | $1.001(-1.710%) | |
| 3710 | 0.982 | $0.983 | $0.989 (-0.564%) | $1.001(-1.710%) | |
| 3711 | 0.983 | $0.984 | $0.989 (-0.531%) | $1.001(-1.707%) | |
| 3712 | 0.980 | $0.983 | $0.988 (-0.546%) | $1.001(-1.760%) | |
| 3713 | 0.980 | $0.983 | $0.988 (-0.536%) | $1.001(-1.787%) | |
| 3714 | 0.986 | $0.983 | $0.988 (-0.549%) | $1.001(-1.807%) | |
| 3715 | 0.984 | $0.982 | $0.988 (-0.568%) | $1.001(-1.844%) | |
| 3716 | 0.983 | $0.982 | $0.988 (-0.583%) | $1.001(-1.880%) | |
| 3717 | 0.980 | $0.982 | $0.987 (-0.551%) | $1.001(-1.882%) | |
| 3718 | 0.986 | $0.982 | $0.987 (-0.515%) | $1.001(-1.850%) | |
| 3719 | 0.982 | $0.982 | $0.987 (-0.498%) | $1.001(-1.854%) | |
| 3720 | 0.980 | $0.982 | $0.987 (-0.466%) | $1.001(-1.854%) | |
| 3721 | 0.980 | $0.982 | $0.986 (-0.436%) | $1.001(-1.853%) | |
| 3722 | 0.980 | $0.982 | $0.986 (-0.425%) | $1.001(-1.870%) | |
| 3723 | 0.984 | $0.982 | $0.986 (-0.399%) | $1.001(-1.855%) | |
| 3724 | 0.980 | $0.982 | $0.986 (-0.372%) | $1.001(-1.852%) | |
| 3725 | 0.983 | $0.982 | $0.986 (-0.363%) | $1.001(-1.856%) | |
| 3726 | 0.980 | $0.982 | $0.985 (-0.337%) | $1.001(-1.856%) | |
| 3727 | 0.986 | $0.982 | $0.985 (-0.310%) | $1.001(-1.823%) | |
| 3728 | 0.991 | $0.983 | $0.986 (-0.292%) | $1.001(-1.780%) | |
| 3729 | 0.985 | $0.983 | $0.986 (-0.279%) | $1.001(-1.768%) | |
| 3730 | 0.980 | $0.983 | $0.985 (-0.266%) | $1.001(-1.779%) | |
| 3731 | 0.980 | $0.983 | $0.985 (-0.255%) | $1.001(-1.792%) | |
| 3732 | 0.989 | $0.983 | $0.985 (-0.227%) | $1.000(-1.749%) | |
| 3733 | 0.996 | $0.984 | $0.986 (-0.196%) | $1.000(-1.668%) | |
| 3734 | 0.993 | $0.984 | $0.986 (-0.196%) | $1.000(-1.632%) | |
| 3735 | 0.990 | $0.984 | $0.986 (-0.182%) | $1.000(-1.602%) | |
| 3736 | 0.992 | $0.985 | $0.987 (-0.162%) | $1.000(-1.556%) | |
| 3737 | 0.985 | $0.985 | $0.986 (-0.130%) | $1.000(-1.529%) | |
| 3738 | 0.980 | $0.985 | $0.986 (-0.133%) | $1.000(-1.561%) | |
| 3739 | 0.980 | $0.985 | $0.986 (-0.116%) | $1.000(-1.572%) | |
| 3740 | 0.989 | $0.985 | $0.986 (-0.085%) | $1.000(-1.526%) | |
| 3741 | 0.997 | $0.986 | $0.987 (-0.049%) | $1.000(-1.442%) | |
| 3742 | 1.005 | $0.987 | $0.987 (-0.008%) | $1.000(-1.319%) | |
| 3743 | 0.999 | $0.988 | $0.988 (0.016%) | $1.000(-1.244%) | |
| 3744 | 1.002 | $0.989 | $0.989 (0.060%) | $1.000(-1.136%) | |
| 3745 | 1.002 | $0.990 | $0.989 (0.096%) | $1.000(-1.041%) | |
| 3746 | 0.996 | $0.991 | $0.989 (0.145%) | $1.000(-0.959%) | |
| 3747 | 1.000 | $0.992 | $0.990 (0.165%) | $1.000(-0.892%) | |
| 3748 | 1.000 | $0.992 | $0.990 (0.164%) | $1.000(-0.845%) | |
| 3749 | 1.005 | $0.993 | $0.991 (0.197%) | $1.000(-0.745%) | |
| 3750 | 0.998 | $0.994 | $0.991 (0.256%) | $1.000(-0.653%) | |
| 3751 | 1.003 | $0.995 | $0.992 (0.318%) | $1.000(-0.539%) | |
| 3752 | 1.008 | $0.996 | $0.993 (0.342%) | $1.000(-0.443%) | |
| 3753 | 0.999 | $0.996 | $0.993 (0.326%) | $1.000(-0.430%) | |
| 3754 | 1.000 | $0.997 | $0.993 (0.327%) | $1.000(-0.397%) | |
| 3755 | 0.999 | $0.997 | $0.994 (0.348%) | $1.000(-0.351%) | |
| 3756 | 1.007 | $0.998 | $0.994 (0.361%) | $1.000(-0.277%) | |
| 3757 | 0.998 | $0.998 | $0.994 (0.407%) | $1.000(-0.211%) | |
| 3758 | 1.004 | $1.000 | $0.995 (0.483%) | $1.000(-0.091%) | |
| 3759 | 1.011 | $1.001 | $0.995 (0.564%) | $1.000(0.062%) | |
| 3760 | 1.017 | $1.002 | $0.996 (0.605%) | $1.000(0.199%) | |
| 3761 | 1.020 | $1.004 | $0.998 (0.613%) | $1.000(0.315%) | |
| 3762 | 1.012 | $1.004 | $0.998 (0.584%) | $1.000(0.350%) | |
| 3763 | 1.014 | $1.005 | $0.999 (0.587%) | $1.000(0.424%) | |
| 3764 | 1.020 | $1.006 | $1.000 (0.581%) | $1.001(0.514%) | |
| 3765 | 1.014 | $1.006 | $1.000 (0.578%) | $1.001(0.575%) | |
| 3766 | 1.009 | $1.007 | $1.001 (0.602%) | $1.001(0.639%) | |
| 3767 | 1.018 | $1.008 | $1.002 (0.614%) | $1.001(0.731%) | |
| 3768 | 1.013 | $1.008 | $1.002 (0.626%) | $1.001(0.796%) | |
| 3769 | 1.013 | $1.009 | $1.003 (0.615%) | $1.001(0.835%) | |
| 3770 | 1.018 | $1.010 | $1.003 (0.643%) | $1.001(0.930%) | |
| 3771 | 1.020 | $1.011 | $1.004 (0.652%) | $1.001(1.015%) | |
| 3772 | 1.010 | $1.011 | $1.004 (0.636%) | $1.001(1.026%) | |
| 3773 | 1.017 | $1.012 | $1.005 (0.669%) | $1.001(1.115%) | |
| 3774 | 1.018 | $1.013 | $1.006 (0.699%) | $1.001(1.203%) | |
| 3775 | 1.020 | $1.014 | $1.006 (0.739%) | $1.001(1.310%) | |
| 3776 | 1.012 | $1.014 | $1.006 (0.737%) | $1.001(1.334%) | |
| 3777 | 1.009 | $1.014 | $1.007 (0.778%) | $1.001(1.385%) | |
| 3778 | 1.008 | $1.015 | $1.007 (0.792%) | $1.001(1.407%) | |
| 3779 | 1.018 | $1.015 | $1.007 (0.776%) | $1.001(1.442%) | |
| 3780 | 1.016 | $1.015 | $1.008 (0.732%) | $1.001(1.437%) | |
| 3781 | 1.008 | $1.014 | $1.008 (0.670%) | $1.001(1.379%) | |
| 3782 | 1.013 | $1.014 | $1.008 (0.653%) | $1.001(1.386%) | |
| 3783 | 1.015 | $1.014 | $1.008 (0.627%) | $1.001(1.390%) | |
| 3784 | 1.013 | $1.014 | $1.008 (0.570%) | $1.001(1.352%) | |
| 3785 | 1.009 | $1.014 | $1.008 (0.542%) | $1.001(1.329%) | |
| 3786 | 1.018 | $1.014 | $1.009 (0.542%) | $1.001(1.372%) | |
| 3787 | 1.020 | $1.014 | $1.009 (0.500%) | $1.001(1.381%) | |
| 3788 | 1.015 | $1.014 | $1.010 (0.482%) | $1.001(1.388%) | |
| 3789 | 1.008 | $1.014 | $1.010 (0.464%) | $1.001(1.364%) | |
| 3790 | 1.015 | $1.014 | $1.010 (0.426%) | $1.001(1.352%) | |
| 3791 | 1.011 | $1.014 | $1.010 (0.376%) | $1.001(1.306%) | |
| 3792 | 1.016 | $1.014 | $1.010 (0.378%) | $1.001(1.337%) | |
| 3793 | 1.020 | $1.014 | $1.011 (0.350%) | $1.001(1.353%) | |
| 3794 | 1.011 | $1.014 | $1.011 (0.314%) | $1.001(1.319%) | |
| 3795 | 1.018 | $1.014 | $1.011 (0.271%) | $1.001(1.308%) | |
| 3796 | 1.014 | $1.014 | $1.011 (0.267%) | $1.001(1.318%) | |
| 3797 | 1.008 | $1.014 | $1.011 (0.277%) | $1.001(1.313%) | |
| 3798 | 1.010 | $1.014 | $1.011 (0.290%) | $1.001(1.322%) | |
| 3799 | 1.006 | $1.013 | $1.011 (0.254%) | $1.001(1.265%) | |
| Total of Ltd Ma Variations: 3.986 | Total of Std ma variations: 6.294 |