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 | 0.990 | $0.988 | $0.995 (-0.667%) | $1.001(-1.273%) | |
| 3601 | 0.981 | $0.988 | $0.994 (-0.598%) | $1.001(-1.270%) | |
| 3602 | 0.982 | $0.988 | $0.994 (-0.542%) | $1.001(-1.268%) | |
| 3603 | 0.988 | $0.989 | $0.994 (-0.485%) | $1.001(-1.235%) | |
| 3604 | 0.994 | $0.989 | $0.994 (-0.476%) | $1.001(-1.226%) | |
| 3605 | 0.998 | $0.989 | $0.994 (-0.448%) | $1.001(-1.177%) | |
| 3606 | 0.999 | $0.990 | $0.994 (-0.398%) | $1.001(-1.101%) | |
| 3607 | 1.007 | $0.991 | $0.995 (-0.358%) | $1.001(-1.002%) | |
| 3608 | 0.998 | $0.992 | $0.995 (-0.302%) | $1.001(-0.931%) | |
| 3609 | 1.002 | $0.993 | $0.995 (-0.225%) | $1.001(-0.820%) | |
| 3610 | 1.009 | $0.994 | $0.996 (-0.142%) | $1.001(-0.674%) | |
| 3611 | 1.009 | $0.996 | $0.996 (-0.056%) | $1.001(-0.529%) | |
| 3612 | 1.011 | $0.997 | $0.997 (-0.012%) | $1.001(-0.418%) | |
| 3613 | 1.005 | $0.997 | $0.997 (0.001%) | $1.001(-0.368%) | |
| 3614 | 0.997 | $0.998 | $0.997 (0.034%) | $1.001(-0.336%) | |
| 3615 | 0.995 | $0.998 | $0.997 (0.058%) | $1.001(-0.324%) | |
| 3616 | 1.002 | $0.998 | $0.998 (0.055%) | $1.001(-0.303%) | |
| 3617 | 1.003 | $0.998 | $0.998 (0.058%) | $1.001(-0.275%) | |
| 3618 | 0.999 | $0.998 | $0.998 (0.040%) | $1.001(-0.289%) | |
| 3619 | 1.008 | $0.999 | $0.998 (0.065%) | $1.001(-0.219%) | |
| 3620 | 1.016 | $1.000 | $0.999 (0.117%) | $1.001(-0.086%) | |
| 3621 | 1.009 | $1.002 | $1.000 (0.214%) | $1.001(0.053%) | |
| 3622 | 1.005 | $1.003 | $1.000 (0.302%) | $1.001(0.167%) | |
| 3623 | 0.996 | $1.003 | $1.000 (0.357%) | $1.001(0.204%) | |
| 3624 | 0.992 | $1.003 | $0.999 (0.383%) | $1.001(0.196%) | |
| 3625 | 0.990 | $1.003 | $0.999 (0.385%) | $1.001(0.156%) | |
| 3626 | 0.985 | $1.002 | $0.998 (0.375%) | $1.001(0.083%) | |
| 3627 | 0.986 | $1.001 | $0.998 (0.324%) | $1.001(-0.025%) | |
| 3628 | 0.980 | $1.000 | $0.997 (0.314%) | $1.001(-0.115%) | |
| 3629 | 0.980 | $0.999 | $0.996 (0.279%) | $1.001(-0.225%) | |
| 3630 | 0.980 | $0.997 | $0.995 (0.206%) | $1.001(-0.370%) | |
| 3631 | 0.980 | $0.996 | $0.995 (0.131%) | $1.001(-0.514%) | |
| 3632 | 0.986 | $0.995 | $0.994 (0.043%) | $1.001(-0.639%) | |
| 3633 | 0.996 | $0.994 | $0.994 (-0.011%) | $1.001(-0.685%) | |
| 3634 | 0.988 | $0.994 | $0.994 (-0.028%) | $1.001(-0.729%) | |
| 3635 | 0.989 | $0.993 | $0.994 (-0.034%) | $1.001(-0.760%) | |
| 3636 | 0.992 | $0.993 | $0.994 (-0.079%) | $1.001(-0.813%) | |
| 3637 | 0.984 | $0.992 | $0.993 (-0.130%) | $1.001(-0.906%) | |
| 3638 | 0.980 | $0.991 | $0.993 (-0.163%) | $1.001(-0.998%) | |
| 3639 | 0.980 | $0.990 | $0.992 (-0.245%) | $1.001(-1.137%) | |
| 3640 | 0.980 | $0.988 | $0.992 (-0.373%) | $1.001(-1.318%) | |
| 3641 | 0.988 | $0.987 | $0.991 (-0.461%) | $1.001(-1.422%) | |
| 3642 | 0.988 | $0.986 | $0.991 (-0.531%) | $1.001(-1.505%) | |
| 3643 | 0.981 | $0.985 | $0.991 (-0.558%) | $1.001(-1.576%) | |
| 3644 | 0.980 | $0.985 | $0.990 (-0.570%) | $1.001(-1.636%) | |
| 3645 | 0.987 | $0.985 | $0.990 (-0.571%) | $1.001(-1.650%) | |
| 3646 | 0.993 | $0.985 | $0.990 (-0.542%) | $1.001(-1.606%) | |
| 3647 | 0.985 | $0.985 | $0.990 (-0.521%) | $1.001(-1.611%) | |
| 3648 | 0.987 | $0.985 | $0.990 (-0.471%) | $1.001(-1.575%) | |
| 3649 | 0.985 | $0.986 | $0.990 (-0.425%) | $1.001(-1.551%) | |
| 3650 | 0.982 | $0.986 | $0.989 (-0.379%) | $1.001(-1.540%) | |
| 3651 | 0.982 | $0.986 | $0.989 (-0.335%) | $1.001(-1.532%) | |
| 3652 | 0.991 | $0.986 | $0.989 (-0.321%) | $1.001(-1.510%) | |
| 3653 | 0.988 | $0.986 | $0.989 (-0.356%) | $1.001(-1.547%) | |
| 3654 | 0.989 | $0.986 | $0.989 (-0.352%) | $1.001(-1.541%) | |
| 3655 | 0.981 | $0.985 | $0.989 (-0.353%) | $1.001(-1.577%) | |
| 3656 | 0.986 | $0.985 | $0.989 (-0.371%) | $1.001(-1.608%) | |
| 3657 | 0.980 | $0.985 | $0.988 (-0.353%) | $1.001(-1.629%) | |
| 3658 | 0.987 | $0.985 | $0.988 (-0.313%) | $1.001(-1.594%) | |
| 3659 | 0.992 | $0.986 | $0.988 (-0.270%) | $1.001(-1.532%) | |
| 3660 | 0.998 | $0.987 | $0.989 (-0.223%) | $1.001(-1.443%) | |
| 3661 | 1.005 | $0.987 | $0.989 (-0.210%) | $1.001(-1.358%) | |
| 3662 | 1.004 | $0.988 | $0.990 (-0.198%) | $1.001(-1.279%) | |
| 3663 | 1.005 | $0.989 | $0.991 (-0.147%) | $1.001(-1.160%) | |
| 3664 | 1.000 | $0.990 | $0.991 (-0.087%) | $1.001(-1.057%) | |
| 3665 | 0.999 | $0.991 | $0.992 (-0.064%) | $1.001(-1.000%) | |
| 3666 | 0.995 | $0.991 | $0.992 (-0.071%) | $1.001(-0.991%) | |
| 3667 | 1.003 | $0.992 | $0.992 (-0.029%) | $1.001(-0.897%) | |
| 3668 | 0.998 | $0.993 | $0.993 (-0.000%) | $1.001(-0.841%) | |
| 3669 | 0.994 | $0.993 | $0.993 (0.038%) | $1.001(-0.798%) | |
| 3670 | 0.990 | $0.993 | $0.993 (0.090%) | $1.001(-0.758%) | |
| 3671 | 0.997 | $0.994 | $0.993 (0.147%) | $1.001(-0.683%) | |
| 3672 | 0.990 | $0.994 | $0.993 (0.156%) | $1.001(-0.689%) | |
| 3673 | 0.993 | $0.994 | $0.993 (0.177%) | $1.001(-0.663%) | |
| 3674 | 0.988 | $0.994 | $0.992 (0.192%) | $1.001(-0.670%) | |
| 3675 | 0.990 | $0.995 | $0.992 (0.246%) | $1.001(-0.627%) | |
| 3676 | 0.988 | $0.995 | $0.992 (0.278%) | $1.001(-0.613%) | |
| 3677 | 0.991 | $0.995 | $0.992 (0.338%) | $1.001(-0.557%) | |
| 3678 | 0.992 | $0.996 | $0.992 (0.364%) | $1.001(-0.533%) | |
| 3679 | 1.001 | $0.996 | $0.992 (0.366%) | $1.001(-0.487%) | |
| 3680 | 1.010 | $0.997 | $0.993 (0.347%) | $1.001(-0.426%) | |
| 3681 | 1.017 | $0.997 | $0.994 (0.300%) | $1.001(-0.362%) | |
| 3682 | 1.018 | $0.998 | $0.995 (0.261%) | $1.001(-0.292%) | |
| 3683 | 1.012 | $0.998 | $0.996 (0.219%) | $1.001(-0.257%) | |
| 3684 | 1.003 | $0.999 | $0.997 (0.201%) | $1.001(-0.242%) | |
| 3685 | 1.013 | $0.999 | $0.997 (0.197%) | $1.001(-0.174%) | |
| 3686 | 1.014 | $1.000 | $0.998 (0.216%) | $1.001(-0.080%) | |
| 3687 | 1.012 | $1.001 | $0.999 (0.195%) | $1.001(-0.036%) | |
| 3688 | 1.015 | $1.001 | $0.999 (0.204%) | $1.001(0.048%) | |
| 3689 | 1.020 | $1.003 | $1.000 (0.242%) | $1.001(0.179%) | |
| 3690 | 1.012 | $1.004 | $1.001 (0.300%) | $1.001(0.288%) | |
| 3691 | 1.020 | $1.005 | $1.002 (0.329%) | $1.001(0.404%) | |
| 3692 | 1.013 | $1.006 | $1.002 (0.395%) | $1.001(0.521%) | |
| 3693 | 1.006 | $1.007 | $1.002 (0.441%) | $1.001(0.584%) | |
| 3694 | 1.008 | $1.008 | $1.003 (0.517%) | $1.001(0.684%) | |
| 3695 | 1.015 | $1.009 | $1.003 (0.585%) | $1.001(0.808%) | |
| 3696 | 1.012 | $1.010 | $1.004 (0.664%) | $1.001(0.928%) | |
| 3697 | 1.011 | $1.011 | $1.004 (0.728%) | $1.001(1.025%) | |
| 3698 | 1.019 | $1.013 | $1.005 (0.795%) | $1.001(1.161%) | |
| 3699 | 1.015 | $1.013 | $1.005 (0.816%) | $1.001(1.228%) | |
| 3700 | 1.017 | $1.014 | $1.006 (0.795%) | $1.001(1.262%) | |
| 3701 | 1.018 | $1.014 | $1.006 (0.742%) | $1.001(1.266%) | |
| 3702 | 1.017 | $1.014 | $1.007 (0.685%) | $1.001(1.257%) | |
| 3703 | 1.020 | $1.014 | $1.007 (0.663%) | $1.001(1.295%) | |
| 3704 | 1.010 | $1.014 | $1.007 (0.683%) | $1.001(1.328%) | |
| 3705 | 1.020 | $1.015 | $1.008 (0.663%) | $1.001(1.365%) | |
| 3706 | 1.020 | $1.015 | $1.009 (0.640%) | $1.001(1.396%) | |
| 3707 | 1.020 | $1.015 | $1.009 (0.626%) | $1.001(1.433%) | |
| 3708 | 1.020 | $1.016 | $1.010 (0.600%) | $1.001(1.456%) | |
| 3709 | 1.020 | $1.016 | $1.010 (0.553%) | $1.001(1.456%) | |
| 3710 | 1.020 | $1.016 | $1.011 (0.549%) | $1.001(1.496%) | |
| 3711 | 1.020 | $1.016 | $1.011 (0.506%) | $1.001(1.496%) | |
| 3712 | 1.020 | $1.016 | $1.011 (0.500%) | $1.001(1.530%) | |
| 3713 | 1.017 | $1.017 | $1.012 (0.528%) | $1.001(1.583%) | |
| 3714 | 1.020 | $1.018 | $1.012 (0.551%) | $1.001(1.644%) | |
| 3715 | 1.019 | $1.018 | $1.012 (0.539%) | $1.001(1.662%) | |
| 3716 | 1.009 | $1.018 | $1.012 (0.538%) | $1.001(1.647%) | |
| 3717 | 1.019 | $1.018 | $1.012 (0.548%) | $1.001(1.686%) | |
| 3718 | 1.020 | $1.018 | $1.013 (0.518%) | $1.001(1.690%) | |
| 3719 | 1.020 | $1.018 | $1.013 (0.511%) | $1.001(1.715%) | |
| 3720 | 1.020 | $1.018 | $1.013 (0.493%) | $1.001(1.728%) | |
| 3721 | 1.018 | $1.018 | $1.014 (0.472%) | $1.001(1.729%) | |
| 3722 | 1.014 | $1.018 | $1.014 (0.456%) | $1.001(1.715%) | |
| 3723 | 1.011 | $1.018 | $1.014 (0.424%) | $1.001(1.667%) | |
| 3724 | 1.009 | $1.018 | $1.013 (0.438%) | $1.001(1.660%) | |
| 3725 | 1.017 | $1.018 | $1.013 (0.407%) | $1.001(1.644%) | |
| 3726 | 1.015 | $1.017 | $1.014 (0.375%) | $1.001(1.617%) | |
| 3727 | 1.013 | $1.017 | $1.014 (0.343%) | $1.001(1.583%) | |
| 3728 | 1.015 | $1.017 | $1.014 (0.312%) | $1.001(1.557%) | |
| 3729 | 1.010 | $1.016 | $1.013 (0.279%) | $1.001(1.509%) | |
| 3730 | 1.011 | $1.016 | $1.013 (0.245%) | $1.001(1.463%) | |
| 3731 | 1.008 | $1.015 | $1.013 (0.210%) | $1.001(1.402%) | |
| 3732 | 1.005 | $1.014 | $1.013 (0.172%) | $1.001(1.324%) | |
| 3733 | 1.005 | $1.014 | $1.012 (0.149%) | $1.001(1.266%) | |
| 3734 | 1.009 | $1.013 | $1.012 (0.109%) | $1.001(1.211%) | |
| 3735 | 1.002 | $1.012 | $1.012 (0.072%) | $1.001(1.126%) | |
| 3736 | 0.998 | $1.012 | $1.011 (0.078%) | $1.001(1.068%) | |
| 3737 | 1.002 | $1.011 | $1.011 (0.037%) | $1.001(0.986%) | |
| 3738 | 0.999 | $1.010 | $1.010 (-0.015%) | $1.001(0.880%) | |
| 3739 | 0.991 | $1.009 | $1.009 (-0.072%) | $1.001(0.734%) | |
| 3740 | 0.999 | $1.007 | $1.009 (-0.130%) | $1.001(0.628%) | |
| 3741 | 0.998 | $1.006 | $1.008 (-0.184%) | $1.001(0.524%) | |
| 3742 | 1.004 | $1.006 | $1.008 (-0.215%) | $1.001(0.471%) | |
| 3743 | 1.013 | $1.006 | $1.008 (-0.225%) | $1.001(0.484%) | |
| 3744 | 1.020 | $1.007 | $1.009 (-0.222%) | $1.001(0.540%) | |
| 3745 | 1.020 | $1.007 | $1.009 (-0.257%) | $1.001(0.555%) | |
| 3746 | 1.019 | $1.007 | $1.010 (-0.279%) | $1.001(0.576%) | |
| 3747 | 1.010 | $1.007 | $1.010 (-0.296%) | $1.001(0.559%) | |
| 3748 | 1.001 | $1.006 | $1.009 (-0.325%) | $1.001(0.491%) | |
| 3749 | 1.006 | $1.006 | $1.009 (-0.332%) | $1.001(0.469%) | |
| 3750 | 0.999 | $1.005 | $1.009 (-0.345%) | $1.001(0.410%) | |
| 3751 | 0.996 | $1.005 | $1.008 (-0.345%) | $1.001(0.353%) | |
| 3752 | 0.993 | $1.004 | $1.007 (-0.334%) | $1.001(0.294%) | |
| 3753 | 1.001 | $1.004 | $1.007 (-0.326%) | $1.001(0.275%) | |
| 3754 | 0.998 | $1.003 | $1.007 (-0.338%) | $1.001(0.221%) | |
| 3755 | 1.000 | $1.003 | $1.006 (-0.316%) | $1.001(0.213%) | |
| 3756 | 0.995 | $1.003 | $1.006 (-0.278%) | $1.001(0.198%) | |
| 3757 | 0.985 | $1.002 | $1.005 (-0.269%) | $1.001(0.115%) | |
| 3758 | 0.980 | $1.001 | $1.004 (-0.250%) | $1.001(0.021%) | |
| 3759 | 0.980 | $1.001 | $1.003 (-0.194%) | $1.001(-0.031%) | |
| 3760 | 0.980 | $1.000 | $1.002 (-0.185%) | $1.001(-0.125%) | |
| 3761 | 0.980 | $0.999 | $1.001 (-0.175%) | $1.001(-0.212%) | |
| 3762 | 0.980 | $0.998 | $1.000 (-0.198%) | $1.001(-0.329%) | |
| 3763 | 0.988 | $0.997 | $0.999 (-0.270%) | $1.001(-0.456%) | |
| 3764 | 0.988 | $0.995 | $0.999 (-0.379%) | $1.001(-0.613%) | |
| 3765 | 0.993 | $0.994 | $0.999 (-0.488%) | $1.001(-0.750%) | |
| 3766 | 0.989 | $0.992 | $0.998 (-0.596%) | $1.001(-0.900%) | |
| 3767 | 0.985 | $0.991 | $0.997 (-0.662%) | $1.001(-1.026%) | |
| 3768 | 0.983 | $0.990 | $0.997 (-0.687%) | $1.001(-1.114%) | |
| 3769 | 0.988 | $0.989 | $0.996 (-0.737%) | $1.001(-1.203%) | |
| 3770 | 0.996 | $0.989 | $0.996 (-0.751%) | $1.001(-1.217%) | |
| 3771 | 0.988 | $0.989 | $0.996 (-0.754%) | $1.001(-1.256%) | |
| 3772 | 0.980 | $0.988 | $0.995 (-0.746%) | $1.001(-1.319%) | |
| 3773 | 0.984 | $0.987 | $0.995 (-0.781%) | $1.001(-1.403%) | |
| 3774 | 0.986 | $0.986 | $0.994 (-0.802%) | $1.001(-1.463%) | |
| 3775 | 0.983 | $0.986 | $0.994 (-0.836%) | $1.001(-1.549%) | |
| 3776 | 0.990 | $0.985 | $0.994 (-0.842%) | $1.001(-1.575%) | |
| 3777 | 0.982 | $0.985 | $0.993 (-0.806%) | $1.001(-1.594%) | |
| 3778 | 0.980 | $0.985 | $0.993 (-0.747%) | $1.001(-1.593%) | |
| 3779 | 0.981 | $0.985 | $0.992 (-0.689%) | $1.001(-1.587%) | |
| 3780 | 0.989 | $0.986 | $0.992 (-0.630%) | $1.001(-1.540%) | |
| 3781 | 0.993 | $0.986 | $0.992 (-0.569%) | $1.001(-1.476%) | |
| 3782 | 0.983 | $0.986 | $0.992 (-0.513%) | $1.001(-1.458%) | |
| 3783 | 0.987 | $0.986 | $0.991 (-0.496%) | $1.001(-1.460%) | |
| 3784 | 0.990 | $0.987 | $0.991 (-0.481%) | $1.001(-1.451%) | |
| 3785 | 0.997 | $0.987 | $0.992 (-0.485%) | $1.001(-1.431%) | |
| 3786 | 1.000 | $0.987 | $0.992 (-0.469%) | $1.001(-1.377%) | |
| 3787 | 1.000 | $0.988 | $0.992 (-0.428%) | $1.001(-1.301%) | |
| 3788 | 1.007 | $0.989 | $0.993 (-0.376%) | $1.001(-1.181%) | |
| 3789 | 1.011 | $0.990 | $0.994 (-0.343%) | $1.001(-1.068%) | |
| 3790 | 1.010 | $0.991 | $0.995 (-0.348%) | $1.001(-0.999%) | |
| 3791 | 1.016 | $0.992 | $0.996 (-0.307%) | $1.001(-0.861%) | |
| 3792 | 1.020 | $0.994 | $0.997 (-0.218%) | $1.001(-0.662%) | |
| 3793 | 1.017 | $0.996 | $0.998 (-0.147%) | $1.001(-0.499%) | |
| 3794 | 1.014 | $0.997 | $0.998 (-0.081%) | $1.001(-0.359%) | |
| 3795 | 1.016 | $0.999 | $0.999 (0.005%) | $1.001(-0.193%) | |
| 3796 | 1.014 | $1.000 | $1.000 (0.060%) | $1.001(-0.069%) | |
| 3797 | 1.019 | $1.002 | $1.001 (0.160%) | $1.001(0.118%) | |
| 3798 | 1.020 | $1.004 | $1.002 (0.271%) | $1.001(0.317%) | |
| 3799 | 1.017 | $1.006 | $1.002 (0.380%) | $1.001(0.496%) | |
| Total of Ltd Ma Variations: -6.453 | Total of Std ma variations: -37.196 |