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 | 0.995 | $1.005 | $1.005 (-0.004%) | $0.998(0.628%) | |
| 3601 | 0.996 | $1.004 | $1.004 (0.008%) | $0.998(0.600%) | |
| 3602 | 1.002 | $1.004 | $1.004 (0.019%) | $0.998(0.599%) | |
| 3603 | 1.006 | $1.005 | $1.004 (0.024%) | $0.998(0.615%) | |
| 3604 | 0.997 | $1.004 | $1.004 (0.027%) | $0.998(0.583%) | |
| 3605 | 0.993 | $1.004 | $1.003 (0.014%) | $0.998(0.519%) | |
| 3606 | 0.994 | $1.003 | $1.003 (0.028%) | $0.998(0.492%) | |
| 3607 | 0.990 | $1.002 | $1.002 (-0.007%) | $0.998(0.400%) | |
| 3608 | 0.984 | $1.001 | $1.002 (-0.071%) | $0.998(0.253%) | |
| 3609 | 0.980 | $0.999 | $1.001 (-0.150%) | $0.998(0.076%) | |
| 3610 | 0.982 | $0.998 | $1.000 (-0.207%) | $0.998(-0.066%) | |
| 3611 | 0.980 | $0.996 | $0.999 (-0.271%) | $0.998(-0.219%) | |
| 3612 | 0.980 | $0.995 | $0.998 (-0.318%) | $0.998(-0.352%) | |
| 3613 | 0.980 | $0.994 | $0.997 (-0.338%) | $0.998(-0.453%) | |
| 3614 | 0.987 | $0.993 | $0.997 (-0.372%) | $0.998(-0.534%) | |
| 3615 | 0.987 | $0.992 | $0.996 (-0.399%) | $0.998(-0.602%) | |
| 3616 | 0.990 | $0.992 | $0.996 (-0.431%) | $0.998(-0.662%) | |
| 3617 | 0.983 | $0.991 | $0.995 (-0.490%) | $0.998(-0.778%) | |
| 3618 | 0.980 | $0.989 | $0.995 (-0.556%) | $0.998(-0.914%) | |
| 3619 | 0.980 | $0.988 | $0.994 (-0.577%) | $0.998(-1.000%) | |
| 3620 | 0.980 | $0.988 | $0.993 (-0.588%) | $0.998(-1.074%) | |
| 3621 | 0.980 | $0.987 | $0.993 (-0.606%) | $0.998(-1.153%) | |
| 3622 | 0.980 | $0.986 | $0.992 (-0.657%) | $0.998(-1.261%) | |
| 3623 | 0.980 | $0.984 | $0.992 (-0.734%) | $0.998(-1.393%) | |
| 3624 | 0.980 | $0.984 | $0.991 (-0.766%) | $0.998(-1.476%) | |
| 3625 | 0.980 | $0.983 | $0.991 (-0.779%) | $0.998(-1.538%) | |
| 3626 | 0.980 | $0.982 | $0.990 (-0.803%) | $0.998(-1.609%) | |
| 3627 | 0.980 | $0.982 | $0.990 (-0.809%) | $0.998(-1.661%) | |
| 3628 | 0.980 | $0.981 | $0.989 (-0.786%) | $0.998(-1.682%) | |
| 3629 | 0.982 | $0.982 | $0.989 (-0.743%) | $0.998(-1.672%) | |
| 3630 | 0.980 | $0.981 | $0.989 (-0.712%) | $0.998(-1.681%) | |
| 3631 | 0.980 | $0.981 | $0.988 (-0.673%) | $0.998(-1.680%) | |
| 3632 | 0.986 | $0.982 | $0.988 (-0.633%) | $0.998(-1.651%) | |
| 3633 | 0.984 | $0.982 | $0.988 (-0.594%) | $0.998(-1.629%) | |
| 3634 | 0.980 | $0.982 | $0.987 (-0.592%) | $0.998(-1.663%) | |
| 3635 | 0.980 | $0.981 | $0.987 (-0.595%) | $0.998(-1.699%) | |
| 3636 | 0.981 | $0.981 | $0.987 (-0.614%) | $0.998(-1.744%) | |
| 3637 | 0.985 | $0.981 | $0.987 (-0.596%) | $0.998(-1.734%) | |
| 3638 | 0.989 | $0.981 | $0.987 (-0.561%) | $0.998(-1.690%) | |
| 3639 | 0.993 | $0.982 | $0.987 (-0.523%) | $0.998(-1.624%) | |
| 3640 | 1.001 | $0.983 | $0.988 (-0.480%) | $0.998(-1.521%) | |
| 3641 | 1.007 | $0.984 | $0.989 (-0.431%) | $0.998(-1.386%) | |
| 3642 | 1.013 | $0.986 | $0.990 (-0.376%) | $0.998(-1.221%) | |
| 3643 | 1.006 | $0.987 | $0.990 (-0.319%) | $0.998(-1.092%) | |
| 3644 | 1.004 | $0.989 | $0.991 (-0.260%) | $0.998(-0.973%) | |
| 3645 | 0.994 | $0.989 | $0.991 (-0.203%) | $0.998(-0.903%) | |
| 3646 | 0.988 | $0.990 | $0.991 (-0.148%) | $0.998(-0.864%) | |
| 3647 | 0.981 | $0.990 | $0.991 (-0.097%) | $0.998(-0.857%) | |
| 3648 | 0.983 | $0.990 | $0.990 (-0.047%) | $0.998(-0.839%) | |
| 3649 | 0.986 | $0.990 | $0.990 (-0.006%) | $0.998(-0.817%) | |
| 3650 | 0.989 | $0.991 | $0.990 (0.045%) | $0.998(-0.773%) | |
| 3651 | 0.995 | $0.991 | $0.990 (0.098%) | $0.998(-0.698%) | |
| 3652 | 0.992 | $0.992 | $0.990 (0.121%) | $0.998(-0.667%) | |
| 3653 | 0.991 | $0.992 | $0.990 (0.152%) | $0.998(-0.632%) | |
| 3654 | 0.996 | $0.993 | $0.991 (0.207%) | $0.998(-0.555%) | |
| 3655 | 0.988 | $0.993 | $0.991 (0.260%) | $0.998(-0.512%) | |
| 3656 | 0.980 | $0.993 | $0.990 (0.303%) | $0.998(-0.517%) | |
| 3657 | 0.980 | $0.993 | $0.990 (0.322%) | $0.998(-0.543%) | |
| 3658 | 0.982 | $0.992 | $0.989 (0.323%) | $0.998(-0.577%) | |
| 3659 | 0.989 | $0.992 | $0.989 (0.304%) | $0.998(-0.595%) | |
| 3660 | 0.995 | $0.992 | $0.990 (0.249%) | $0.998(-0.621%) | |
| 3661 | 1.000 | $0.992 | $0.990 (0.165%) | $0.998(-0.657%) | |
| 3662 | 0.994 | $0.991 | $0.990 (0.052%) | $0.998(-0.749%) | |
| 3663 | 0.996 | $0.990 | $0.990 (-0.025%) | $0.998(-0.799%) | |
| 3664 | 0.990 | $0.990 | $0.990 (-0.092%) | $0.998(-0.870%) | |
| 3665 | 0.993 | $0.989 | $0.991 (-0.111%) | $0.998(-0.877%) | |
| 3666 | 0.985 | $0.989 | $0.990 (-0.099%) | $0.998(-0.891%) | |
| 3667 | 0.992 | $0.990 | $0.990 (-0.053%) | $0.998(-0.839%) | |
| 3668 | 0.998 | $0.991 | $0.991 (-0.015%) | $0.998(-0.768%) | |
| 3669 | 0.992 | $0.991 | $0.991 (0.008%) | $0.998(-0.739%) | |
| 3670 | 0.985 | $0.991 | $0.990 (0.015%) | $0.998(-0.757%) | |
| 3671 | 0.987 | $0.990 | $0.990 (-0.008%) | $0.998(-0.798%) | |
| 3672 | 0.995 | $0.990 | $0.991 (-0.015%) | $0.998(-0.781%) | |
| 3673 | 0.988 | $0.990 | $0.990 (-0.019%) | $0.998(-0.799%) | |
| 3674 | 0.994 | $0.990 | $0.991 (-0.043%) | $0.998(-0.804%) | |
| 3675 | 0.988 | $0.990 | $0.990 (-0.033%) | $0.998(-0.805%) | |
| 3676 | 0.993 | $0.991 | $0.991 (0.021%) | $0.998(-0.740%) | |
| 3677 | 0.998 | $0.992 | $0.991 (0.078%) | $0.998(-0.649%) | |
| 3678 | 1.005 | $0.993 | $0.992 (0.130%) | $0.998(-0.533%) | |
| 3679 | 0.995 | $0.993 | $0.992 (0.142%) | $0.998(-0.504%) | |
| 3680 | 0.986 | $0.993 | $0.991 (0.121%) | $0.998(-0.548%) | |
| 3681 | 0.993 | $0.992 | $0.992 (0.079%) | $0.998(-0.585%) | |
| 3682 | 0.994 | $0.992 | $0.992 (0.066%) | $0.998(-0.588%) | |
| 3683 | 0.996 | $0.992 | $0.992 (0.046%) | $0.998(-0.586%) | |
| 3684 | 1.001 | $0.993 | $0.992 (0.062%) | $0.998(-0.528%) | |
| 3685 | 1.008 | $0.994 | $0.993 (0.066%) | $0.998(-0.452%) | |
| 3686 | 1.012 | $0.995 | $0.994 (0.116%) | $0.998(-0.314%) | |
| 3687 | 1.007 | $0.996 | $0.994 (0.133%) | $0.998(-0.235%) | |
| 3688 | 1.006 | $0.996 | $0.995 (0.123%) | $0.998(-0.191%) | |
| 3689 | 1.000 | $0.997 | $0.995 (0.140%) | $0.998(-0.153%) | |
| 3690 | 0.997 | $0.997 | $0.995 (0.192%) | $0.998(-0.092%) | |
| 3691 | 0.990 | $0.997 | $0.995 (0.234%) | $0.998(-0.072%) | |
| 3692 | 1.000 | $0.998 | $0.995 (0.236%) | $0.998(-0.048%) | |
| 3693 | 1.000 | $0.998 | $0.996 (0.277%) | $0.998(0.016%) | |
| 3694 | 1.005 | $0.999 | $0.996 (0.287%) | $0.998(0.070%) | |
| 3695 | 1.000 | $0.999 | $0.996 (0.328%) | $0.998(0.129%) | |
| 3696 | 0.994 | $1.000 | $0.996 (0.343%) | $0.998(0.135%) | |
| 3697 | 0.995 | $0.999 | $0.996 (0.333%) | $0.998(0.123%) | |
| 3698 | 1.001 | $0.999 | $0.996 (0.290%) | $0.998(0.101%) | |
| 3699 | 1.003 | $1.000 | $0.997 (0.298%) | $0.998(0.138%) | |
| 3700 | 1.000 | $1.000 | $0.997 (0.350%) | $0.998(0.205%) | |
| 3701 | 0.995 | $1.000 | $0.997 (0.370%) | $0.998(0.215%) | |
| 3702 | 0.989 | $1.000 | $0.996 (0.381%) | $0.998(0.190%) | |
| 3703 | 0.983 | $0.999 | $0.996 (0.374%) | $0.998(0.123%) | |
| 3704 | 0.990 | $0.999 | $0.995 (0.345%) | $0.998(0.070%) | |
| 3705 | 0.984 | $0.998 | $0.995 (0.276%) | $0.998(-0.050%) | |
| 3706 | 0.986 | $0.996 | $0.995 (0.184%) | $0.998(-0.181%) | |
| 3707 | 0.994 | $0.996 | $0.994 (0.119%) | $0.998(-0.250%) | |
| 3708 | 0.996 | $0.995 | $0.995 (0.060%) | $0.998(-0.304%) | |
| 3709 | 0.992 | $0.995 | $0.994 (0.032%) | $0.998(-0.344%) | |
| 3710 | 0.989 | $0.994 | $0.994 (0.015%) | $0.998(-0.387%) | |
| 3711 | 0.992 | $0.994 | $0.994 (0.032%) | $0.998(-0.381%) | |
| 3712 | 0.999 | $0.994 | $0.994 (0.004%) | $0.998(-0.388%) | |
| 3713 | 0.990 | $0.994 | $0.994 (-0.029%) | $0.998(-0.438%) | |
| 3714 | 0.984 | $0.993 | $0.994 (-0.090%) | $0.998(-0.546%) | |
| 3715 | 0.987 | $0.992 | $0.993 (-0.124%) | $0.998(-0.609%) | |
| 3716 | 0.990 | $0.992 | $0.993 (-0.131%) | $0.998(-0.628%) | |
| 3717 | 0.995 | $0.992 | $0.993 (-0.142%) | $0.998(-0.632%) | |
| 3718 | 1.004 | $0.992 | $0.994 (-0.175%) | $0.998(-0.619%) | |
| 3719 | 0.994 | $0.992 | $0.994 (-0.220%) | $0.998(-0.663%) | |
| 3720 | 0.986 | $0.991 | $0.993 (-0.255%) | $0.998(-0.733%) | |
| 3721 | 0.989 | $0.991 | $0.993 (-0.263%) | $0.998(-0.763%) | |
| 3722 | 0.983 | $0.990 | $0.993 (-0.246%) | $0.998(-0.792%) | |
| 3723 | 0.982 | $0.990 | $0.992 (-0.202%) | $0.998(-0.794%) | |
| 3724 | 0.980 | $0.990 | $0.992 (-0.199%) | $0.998(-0.846%) | |
| 3725 | 0.980 | $0.989 | $0.991 (-0.166%) | $0.998(-0.866%) | |
| 3726 | 0.981 | $0.989 | $0.991 (-0.146%) | $0.998(-0.894%) | |
| 3727 | 0.980 | $0.989 | $0.990 (-0.166%) | $0.998(-0.962%) | |
| 3728 | 0.980 | $0.988 | $0.990 (-0.198%) | $0.998(-1.040%) | |
| 3729 | 0.982 | $0.987 | $0.989 (-0.212%) | $0.998(-1.088%) | |
| 3730 | 0.980 | $0.987 | $0.989 (-0.213%) | $0.998(-1.131%) | |
| 3731 | 0.985 | $0.986 | $0.989 (-0.228%) | $0.998(-1.162%) | |
| 3732 | 0.982 | $0.986 | $0.988 (-0.283%) | $0.998(-1.247%) | |
| 3733 | 0.991 | $0.986 | $0.989 (-0.291%) | $0.998(-1.243%) | |
| 3734 | 0.989 | $0.986 | $0.989 (-0.266%) | $0.998(-1.216%) | |
| 3735 | 0.980 | $0.986 | $0.988 (-0.263%) | $0.998(-1.251%) | |
| 3736 | 0.980 | $0.985 | $0.988 (-0.278%) | $0.998(-1.303%) | |
| 3737 | 0.984 | $0.985 | $0.988 (-0.314%) | $0.998(-1.354%) | |
| 3738 | 0.990 | $0.984 | $0.988 (-0.394%) | $0.998(-1.422%) | |
| 3739 | 0.983 | $0.983 | $0.988 (-0.426%) | $0.998(-1.474%) | |
| 3740 | 0.980 | $0.983 | $0.987 (-0.421%) | $0.998(-1.503%) | |
| 3741 | 0.980 | $0.983 | $0.987 (-0.432%) | $0.998(-1.545%) | |
| 3742 | 0.980 | $0.983 | $0.987 (-0.414%) | $0.998(-1.558%) | |
| 3743 | 0.987 | $0.983 | $0.987 (-0.393%) | $0.998(-1.534%) | |
| 3744 | 0.985 | $0.983 | $0.987 (-0.360%) | $0.998(-1.511%) | |
| 3745 | 0.990 | $0.983 | $0.987 (-0.325%) | $0.998(-1.460%) | |
| 3746 | 0.998 | $0.984 | $0.987 (-0.289%) | $0.998(-1.374%) | |
| 3747 | 0.991 | $0.985 | $0.987 (-0.251%) | $0.998(-1.320%) | |
| 3748 | 0.986 | $0.985 | $0.987 (-0.214%) | $0.998(-1.288%) | |
| 3749 | 0.994 | $0.986 | $0.988 (-0.184%) | $0.998(-1.225%) | |
| 3750 | 0.992 | $0.986 | $0.988 (-0.143%) | $0.998(-1.164%) | |
| 3751 | 0.985 | $0.986 | $0.988 (-0.132%) | $0.998(-1.166%) | |
| 3752 | 0.989 | $0.987 | $0.988 (-0.101%) | $0.998(-1.129%) | |
| 3753 | 0.980 | $0.986 | $0.987 (-0.122%) | $0.998(-1.185%) | |
| 3754 | 0.980 | $0.986 | $0.987 (-0.134%) | $0.998(-1.230%) | |
| 3755 | 0.983 | $0.986 | $0.987 (-0.100%) | $0.998(-1.216%) | |
| 3756 | 0.986 | $0.986 | $0.987 (-0.066%) | $0.998(-1.185%) | |
| 3757 | 0.990 | $0.986 | $0.987 (-0.052%) | $0.998(-1.157%) | |
| 3758 | 0.994 | $0.987 | $0.987 (-0.064%) | $0.998(-1.138%) | |
| 3759 | 0.985 | $0.987 | $0.987 (-0.044%) | $0.998(-1.130%) | |
| 3760 | 0.987 | $0.987 | $0.987 (-0.008%) | $0.998(-1.097%) | |
| 3761 | 0.995 | $0.988 | $0.988 (0.032%) | $0.998(-1.019%) | |
| 3762 | 0.992 | $0.988 | $0.988 (0.070%) | $0.998(-0.960%) | |
| 3763 | 0.987 | $0.988 | $0.988 (0.073%) | $0.998(-0.960%) | |
| 3764 | 0.992 | $0.989 | $0.988 (0.091%) | $0.998(-0.924%) | |
| 3765 | 0.984 | $0.988 | $0.988 (0.078%) | $0.998(-0.956%) | |
| 3766 | 0.990 | $0.988 | $0.988 (0.027%) | $0.998(-0.996%) | |
| 3767 | 0.992 | $0.988 | $0.988 (0.014%) | $0.998(-0.991%) | |
| 3768 | 1.001 | $0.989 | $0.989 (0.029%) | $0.998(-0.917%) | |
| 3769 | 1.003 | $0.989 | $0.989 (0.006%) | $0.998(-0.875%) | |
| 3770 | 0.993 | $0.989 | $0.989 (-0.008%) | $0.998(-0.870%) | |
| 3771 | 1.002 | $0.990 | $0.990 (0.022%) | $0.998(-0.781%) | |
| 3772 | 1.001 | $0.991 | $0.990 (0.031%) | $0.998(-0.721%) | |
| 3773 | 0.994 | $0.991 | $0.991 (0.085%) | $0.998(-0.652%) | |
| 3774 | 1.000 | $0.992 | $0.991 (0.143%) | $0.998(-0.552%) | |
| 3775 | 1.005 | $0.994 | $0.992 (0.192%) | $0.998(-0.439%) | |
| 3776 | 1.008 | $0.995 | $0.992 (0.228%) | $0.998(-0.328%) | |
| 3777 | 1.011 | $0.996 | $0.993 (0.248%) | $0.998(-0.223%) | |
| 3778 | 1.012 | $0.997 | $0.994 (0.255%) | $0.998(-0.132%) | |
| 3779 | 1.010 | $0.998 | $0.995 (0.310%) | $0.998(-0.006%) | |
| 3780 | 1.011 | $0.999 | $0.996 (0.358%) | $0.998(0.115%) | |
| 3781 | 1.004 | $1.000 | $0.996 (0.362%) | $0.998(0.155%) | |
| 3782 | 0.994 | $1.000 | $0.996 (0.380%) | $0.998(0.166%) | |
| 3783 | 0.998 | $1.000 | $0.996 (0.426%) | $0.998(0.221%) | |
| 3784 | 0.997 | $1.000 | $0.996 (0.448%) | $0.998(0.246%) | |
| 3785 | 0.989 | $1.001 | $0.996 (0.506%) | $0.998(0.271%) | |
| 3786 | 0.998 | $1.001 | $0.996 (0.537%) | $0.998(0.314%) | |
| 3787 | 0.998 | $1.001 | $0.996 (0.559%) | $0.998(0.347%) | |
| 3788 | 0.990 | $1.001 | $0.996 (0.531%) | $0.998(0.291%) | |
| 3789 | 0.995 | $1.001 | $0.996 (0.494%) | $0.998(0.252%) | |
| 3790 | 0.999 | $1.001 | $0.996 (0.507%) | $0.998(0.280%) | |
| 3791 | 0.993 | $1.000 | $0.996 (0.473%) | $0.998(0.234%) | |
| 3792 | 0.999 | $1.000 | $0.996 (0.446%) | $0.998(0.222%) | |
| 3793 | 1.004 | $1.001 | $0.996 (0.460%) | $0.998(0.272%) | |
| 3794 | 1.012 | $1.001 | $0.997 (0.447%) | $0.998(0.334%) | |
| 3795 | 1.010 | $1.002 | $0.997 (0.411%) | $0.998(0.356%) | |
| 3796 | 1.003 | $1.001 | $0.998 (0.360%) | $0.998(0.328%) | |
| 3797 | 1.003 | $1.001 | $0.998 (0.294%) | $0.998(0.286%) | |
| 3798 | 1.011 | $1.001 | $0.999 (0.231%) | $0.998(0.284%) | |
| 3799 | 1.017 | $1.001 | $0.999 (0.182%) | $0.998(0.318%) | |
| Total of Ltd Ma Variations: -10.839 | Total of Std ma variations: -129.654 |