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 | 1.017 | $1.013 | $1.010 (0.367%) | $1.001(1.238%) | |
| 3601 | 1.019 | $1.014 | $1.010 (0.399%) | $1.001(1.314%) | |
| 3602 | 1.020 | $1.014 | $1.011 (0.385%) | $1.001(1.344%) | |
| 3603 | 1.020 | $1.015 | $1.011 (0.364%) | $1.001(1.365%) | |
| 3604 | 1.012 | $1.015 | $1.011 (0.346%) | $1.001(1.352%) | |
| 3605 | 1.019 | $1.015 | $1.011 (0.305%) | $1.001(1.346%) | |
| 3606 | 1.016 | $1.015 | $1.012 (0.282%) | $1.001(1.345%) | |
| 3607 | 1.014 | $1.015 | $1.012 (0.283%) | $1.001(1.357%) | |
| 3608 | 1.020 | $1.015 | $1.012 (0.277%) | $1.001(1.388%) | |
| 3609 | 1.020 | $1.015 | $1.013 (0.260%) | $1.001(1.406%) | |
| 3610 | 1.020 | $1.015 | $1.013 (0.231%) | $1.001(1.411%) | |
| 3611 | 1.020 | $1.016 | $1.013 (0.231%) | $1.001(1.442%) | |
| 3612 | 1.017 | $1.015 | $1.013 (0.201%) | $1.001(1.431%) | |
| 3613 | 1.011 | $1.015 | $1.013 (0.210%) | $1.001(1.431%) | |
| 3614 | 1.015 | $1.016 | $1.013 (0.250%) | $1.001(1.481%) | |
| 3615 | 1.020 | $1.016 | $1.014 (0.259%) | $1.001(1.519%) | |
| 3616 | 1.018 | $1.017 | $1.014 (0.284%) | $1.001(1.566%) | |
| 3617 | 1.020 | $1.017 | $1.014 (0.294%) | $1.001(1.604%) | |
| 3618 | 1.020 | $1.018 | $1.014 (0.334%) | $1.001(1.671%) | |
| 3619 | 1.020 | $1.018 | $1.015 (0.330%) | $1.001(1.691%) | |
| 3620 | 1.017 | $1.018 | $1.015 (0.320%) | $1.001(1.690%) | |
| 3621 | 1.017 | $1.018 | $1.015 (0.298%) | $1.001(1.678%) | |
| 3622 | 1.020 | $1.018 | $1.015 (0.276%) | $1.001(1.678%) | |
| 3623 | 1.019 | $1.018 | $1.015 (0.254%) | $1.001(1.675%) | |
| 3624 | 1.013 | $1.018 | $1.015 (0.268%) | $1.001(1.676%) | |
| 3625 | 1.013 | $1.018 | $1.015 (0.248%) | $1.001(1.645%) | |
| 3626 | 1.009 | $1.017 | $1.015 (0.239%) | $1.001(1.606%) | |
| 3627 | 1.014 | $1.017 | $1.015 (0.241%) | $1.001(1.605%) | |
| 3628 | 1.014 | $1.017 | $1.015 (0.215%) | $1.001(1.576%) | |
| 3629 | 1.015 | $1.017 | $1.015 (0.190%) | $1.001(1.550%) | |
| 3630 | 1.020 | $1.017 | $1.015 (0.166%) | $1.001(1.549%) | |
| 3631 | 1.015 | $1.016 | $1.015 (0.141%) | $1.001(1.522%) | |
| 3632 | 1.006 | $1.016 | $1.015 (0.125%) | $1.001(1.464%) | |
| 3633 | 0.998 | $1.015 | $1.014 (0.133%) | $1.001(1.398%) | |
| 3634 | 0.997 | $1.014 | $1.013 (0.117%) | $1.001(1.305%) | |
| 3635 | 0.989 | $1.013 | $1.012 (0.072%) | $1.001(1.150%) | |
| 3636 | 0.982 | $1.011 | $1.011 (0.026%) | $1.001(0.967%) | |
| 3637 | 0.987 | $1.009 | $1.009 (-0.031%) | $1.001(0.802%) | |
| 3638 | 0.989 | $1.008 | $1.009 (-0.092%) | $1.001(0.646%) | |
| 3639 | 0.989 | $1.006 | $1.008 (-0.158%) | $1.001(0.490%) | |
| 3640 | 0.993 | $1.005 | $1.007 (-0.211%) | $1.001(0.368%) | |
| 3641 | 0.987 | $1.003 | $1.006 (-0.271%) | $1.001(0.219%) | |
| 3642 | 0.989 | $1.002 | $1.005 (-0.348%) | $1.001(0.062%) | |
| 3643 | 0.989 | $1.000 | $1.005 (-0.426%) | $1.001(-0.088%) | |
| 3644 | 0.999 | $1.000 | $1.004 (-0.469%) | $1.001(-0.158%) | |
| 3645 | 0.995 | $0.999 | $1.004 (-0.516%) | $1.001(-0.247%) | |
| 3646 | 1.002 | $0.998 | $1.004 (-0.540%) | $1.001(-0.278%) | |
| 3647 | 1.004 | $0.998 | $1.004 (-0.591%) | $1.001(-0.326%) | |
| 3648 | 0.996 | $0.997 | $1.003 (-0.647%) | $1.001(-0.417%) | |
| 3649 | 0.993 | $0.996 | $1.003 (-0.709%) | $1.001(-0.526%) | |
| 3650 | 0.993 | $0.995 | $1.003 (-0.799%) | $1.001(-0.661%) | |
| 3651 | 0.999 | $0.994 | $1.002 (-0.861%) | $1.001(-0.737%) | |
| 3652 | 0.997 | $0.993 | $1.002 (-0.881%) | $1.001(-0.779%) | |
| 3653 | 0.999 | $0.993 | $1.002 (-0.862%) | $1.001(-0.774%) | |
| 3654 | 0.997 | $0.993 | $1.002 (-0.840%) | $1.001(-0.776%) | |
| 3655 | 1.005 | $0.994 | $1.002 (-0.774%) | $1.001(-0.694%) | |
| 3656 | 1.014 | $0.996 | $1.002 (-0.666%) | $1.001(-0.533%) | |
| 3657 | 1.016 | $0.997 | $1.003 (-0.582%) | $1.001(-0.386%) | |
| 3658 | 1.020 | $0.999 | $1.004 (-0.502%) | $1.001(-0.230%) | |
| 3659 | 1.017 | $1.000 | $1.004 (-0.421%) | $1.001(-0.090%) | |
| 3660 | 1.020 | $1.002 | $1.005 (-0.354%) | $1.001(0.047%) | |
| 3661 | 1.020 | $1.003 | $1.006 (-0.257%) | $1.001(0.211%) | |
| 3662 | 1.016 | $1.005 | $1.006 (-0.166%) | $1.001(0.350%) | |
| 3663 | 1.018 | $1.006 | $1.007 (-0.076%) | $1.001(0.492%) | |
| 3664 | 1.010 | $1.007 | $1.007 (-0.034%) | $1.001(0.550%) | |
| 3665 | 1.003 | $1.007 | $1.007 (0.025%) | $1.001(0.591%) | |
| 3666 | 1.004 | $1.007 | $1.007 (0.046%) | $1.001(0.602%) | |
| 3667 | 1.013 | $1.008 | $1.007 (0.060%) | $1.001(0.644%) | |
| 3668 | 1.006 | $1.008 | $1.007 (0.114%) | $1.001(0.691%) | |
| 3669 | 1.004 | $1.009 | $1.007 (0.182%) | $1.001(0.747%) | |
| 3670 | 1.003 | $1.009 | $1.007 (0.248%) | $1.001(0.794%) | |
| 3671 | 1.003 | $1.009 | $1.006 (0.283%) | $1.001(0.813%) | |
| 3672 | 0.999 | $1.009 | $1.006 (0.324%) | $1.001(0.819%) | |
| 3673 | 0.991 | $1.009 | $1.005 (0.353%) | $1.001(0.778%) | |
| 3674 | 0.987 | $1.008 | $1.005 (0.388%) | $1.001(0.728%) | |
| 3675 | 0.984 | $1.007 | $1.004 (0.375%) | $1.001(0.624%) | |
| 3676 | 0.989 | $1.006 | $1.003 (0.318%) | $1.001(0.503%) | |
| 3677 | 0.993 | $1.005 | $1.003 (0.247%) | $1.001(0.384%) | |
| 3678 | 0.990 | $1.003 | $1.002 (0.154%) | $1.001(0.233%) | |
| 3679 | 0.989 | $1.002 | $1.001 (0.074%) | $1.001(0.095%) | |
| 3680 | 0.988 | $1.000 | $1.001 (-0.026%) | $1.001(-0.065%) | |
| 3681 | 0.989 | $0.999 | $1.000 (-0.127%) | $1.001(-0.220%) | |
| 3682 | 0.980 | $0.997 | $0.999 (-0.218%) | $1.001(-0.402%) | |
| 3683 | 0.980 | $0.995 | $0.998 (-0.320%) | $1.001(-0.590%) | |
| 3684 | 0.985 | $0.994 | $0.998 (-0.386%) | $1.001(-0.715%) | |
| 3685 | 0.981 | $0.993 | $0.997 (-0.420%) | $1.001(-0.824%) | |
| 3686 | 0.980 | $0.992 | $0.996 (-0.466%) | $1.001(-0.946%) | |
| 3687 | 0.980 | $0.990 | $0.996 (-0.557%) | $1.001(-1.109%) | |
| 3688 | 0.980 | $0.989 | $0.995 (-0.615%) | $1.001(-1.236%) | |
| 3689 | 0.982 | $0.988 | $0.994 (-0.668%) | $1.001(-1.346%) | |
| 3690 | 0.987 | $0.987 | $0.994 (-0.713%) | $1.001(-1.422%) | |
| 3691 | 0.981 | $0.986 | $0.993 (-0.766%) | $1.001(-1.533%) | |
| 3692 | 0.980 | $0.985 | $0.993 (-0.799%) | $1.001(-1.626%) | |
| 3693 | 0.980 | $0.984 | $0.992 (-0.795%) | $1.001(-1.678%) | |
| 3694 | 0.988 | $0.984 | $0.992 (-0.769%) | $1.001(-1.672%) | |
| 3695 | 0.994 | $0.985 | $0.992 (-0.730%) | $1.001(-1.625%) | |
| 3696 | 0.996 | $0.985 | $0.992 (-0.715%) | $1.001(-1.591%) | |
| 3697 | 1.000 | $0.985 | $0.993 (-0.714%) | $1.001(-1.556%) | |
| 3698 | 0.993 | $0.986 | $0.993 (-0.699%) | $1.001(-1.538%) | |
| 3699 | 0.994 | $0.986 | $0.993 (-0.681%) | $1.001(-1.513%) | |
| 3700 | 0.989 | $0.986 | $0.992 (-0.659%) | $1.001(-1.510%) | |
| 3701 | 0.983 | $0.986 | $0.992 (-0.645%) | $1.001(-1.537%) | |
| 3702 | 0.993 | $0.986 | $0.992 (-0.584%) | $1.001(-1.475%) | |
| 3703 | 0.988 | $0.987 | $0.992 (-0.525%) | $1.001(-1.436%) | |
| 3704 | 0.987 | $0.987 | $0.992 (-0.495%) | $1.001(-1.427%) | |
| 3705 | 0.991 | $0.987 | $0.992 (-0.442%) | $1.001(-1.378%) | |
| 3706 | 0.995 | $0.988 | $0.992 (-0.382%) | $1.001(-1.305%) | |
| 3707 | 0.993 | $0.989 | $0.992 (-0.322%) | $1.001(-1.241%) | |
| 3708 | 0.991 | $0.989 | $0.992 (-0.263%) | $1.001(-1.184%) | |
| 3709 | 0.985 | $0.989 | $0.992 (-0.217%) | $1.001(-1.167%) | |
| 3710 | 0.993 | $0.990 | $0.992 (-0.194%) | $1.001(-1.136%) | |
| 3711 | 0.985 | $0.990 | $0.991 (-0.143%) | $1.001(-1.113%) | |
| 3712 | 0.992 | $0.990 | $0.991 (-0.086%) | $1.001(-1.052%) | |
| 3713 | 0.989 | $0.991 | $0.991 (-0.030%) | $1.001(-1.007%) | |
| 3714 | 0.998 | $0.991 | $0.992 (-0.009%) | $1.001(-0.954%) | |
| 3715 | 1.004 | $0.992 | $0.992 (-0.015%) | $1.001(-0.902%) | |
| 3716 | 1.001 | $0.992 | $0.993 (-0.032%) | $1.001(-0.878%) | |
| 3717 | 1.007 | $0.993 | $0.993 (-0.060%) | $1.001(-0.843%) | |
| 3718 | 1.005 | $0.993 | $0.994 (-0.056%) | $1.001(-0.783%) | |
| 3719 | 1.014 | $0.994 | $0.995 (-0.048%) | $1.001(-0.683%) | |
| 3720 | 1.012 | $0.995 | $0.995 (-0.009%) | $1.001(-0.565%) | |
| 3721 | 1.012 | $0.997 | $0.996 (0.060%) | $1.001(-0.419%) | |
| 3722 | 1.006 | $0.998 | $0.997 (0.084%) | $1.001(-0.351%) | |
| 3723 | 1.004 | $0.998 | $0.997 (0.133%) | $1.001(-0.269%) | |
| 3724 | 1.003 | $0.999 | $0.997 (0.184%) | $1.001(-0.190%) | |
| 3725 | 0.999 | $1.000 | $0.997 (0.218%) | $1.001(-0.150%) | |
| 3726 | 1.003 | $1.000 | $0.998 (0.234%) | $1.001(-0.108%) | |
| 3727 | 0.994 | $1.000 | $0.997 (0.257%) | $1.001(-0.104%) | |
| 3728 | 0.997 | $1.000 | $0.997 (0.286%) | $1.001(-0.077%) | |
| 3729 | 1.003 | $1.001 | $0.998 (0.349%) | $1.001(0.010%) | |
| 3730 | 0.993 | $1.001 | $0.997 (0.368%) | $1.001(0.009%) | |
| 3731 | 0.997 | $1.002 | $0.997 (0.429%) | $1.001(0.065%) | |
| 3732 | 0.989 | $1.002 | $0.997 (0.451%) | $1.001(0.050%) | |
| 3733 | 0.986 | $1.001 | $0.997 (0.487%) | $1.001(0.038%) | |
| 3734 | 0.992 | $1.001 | $0.996 (0.476%) | $1.001(0.005%) | |
| 3735 | 0.997 | $1.001 | $0.996 (0.436%) | $1.001(-0.030%) | |
| 3736 | 1.002 | $1.001 | $0.997 (0.414%) | $1.001(-0.026%) | |
| 3737 | 0.998 | $1.000 | $0.997 (0.366%) | $1.001(-0.067%) | |
| 3738 | 0.989 | $1.000 | $0.996 (0.318%) | $1.001(-0.151%) | |
| 3739 | 0.980 | $0.998 | $0.996 (0.222%) | $1.001(-0.319%) | |
| 3740 | 0.980 | $0.996 | $0.995 (0.131%) | $1.001(-0.480%) | |
| 3741 | 0.980 | $0.995 | $0.994 (0.036%) | $1.001(-0.642%) | |
| 3742 | 0.980 | $0.993 | $0.994 (-0.030%) | $1.001(-0.772%) | |
| 3743 | 0.980 | $0.992 | $0.993 (-0.089%) | $1.001(-0.891%) | |
| 3744 | 0.980 | $0.991 | $0.992 (-0.146%) | $1.001(-1.006%) | |
| 3745 | 0.980 | $0.990 | $0.992 (-0.185%) | $1.001(-1.100%) | |
| 3746 | 0.984 | $0.989 | $0.991 (-0.244%) | $1.001(-1.192%) | |
| 3747 | 0.981 | $0.988 | $0.991 (-0.260%) | $1.001(-1.256%) | |
| 3748 | 0.985 | $0.988 | $0.991 (-0.292%) | $1.001(-1.314%) | |
| 3749 | 0.980 | $0.987 | $0.990 (-0.359%) | $1.001(-1.428%) | |
| 3750 | 0.988 | $0.986 | $0.990 (-0.374%) | $1.001(-1.452%) | |
| 3751 | 0.994 | $0.986 | $0.990 (-0.405%) | $1.001(-1.463%) | |
| 3752 | 0.995 | $0.987 | $0.991 (-0.396%) | $1.001(-1.432%) | |
| 3753 | 0.989 | $0.987 | $0.990 (-0.376%) | $1.001(-1.417%) | |
| 3754 | 0.995 | $0.987 | $0.991 (-0.379%) | $1.001(-1.398%) | |
| 3755 | 0.991 | $0.987 | $0.991 (-0.413%) | $1.001(-1.428%) | |
| 3756 | 0.997 | $0.986 | $0.991 (-0.467%) | $1.001(-1.452%) | |
| 3757 | 0.993 | $0.986 | $0.991 (-0.502%) | $1.001(-1.480%) | |
| 3758 | 0.995 | $0.986 | $0.991 (-0.488%) | $1.001(-1.446%) | |
| 3759 | 0.998 | $0.987 | $0.992 (-0.428%) | $1.001(-1.360%) | |
| 3760 | 0.992 | $0.988 | $0.992 (-0.370%) | $1.001(-1.297%) | |
| 3761 | 0.995 | $0.989 | $0.992 (-0.309%) | $1.001(-1.221%) | |
| 3762 | 0.990 | $0.989 | $0.992 (-0.251%) | $1.001(-1.171%) | |
| 3763 | 0.999 | $0.990 | $0.992 (-0.189%) | $1.001(-1.078%) | |
| 3764 | 0.990 | $0.991 | $0.992 (-0.129%) | $1.001(-1.028%) | |
| 3765 | 0.989 | $0.991 | $0.992 (-0.070%) | $1.001(-0.983%) | |
| 3766 | 0.988 | $0.991 | $0.992 (-0.035%) | $1.001(-0.964%) | |
| 3767 | 0.981 | $0.991 | $0.991 (0.016%) | $1.001(-0.961%) | |
| 3768 | 0.980 | $0.991 | $0.991 (0.042%) | $1.001(-0.986%) | |
| 3769 | 0.984 | $0.991 | $0.990 (0.092%) | $1.001(-0.968%) | |
| 3770 | 0.980 | $0.991 | $0.990 (0.098%) | $1.001(-1.009%) | |
| 3771 | 0.985 | $0.990 | $0.990 (0.073%) | $1.001(-1.054%) | |
| 3772 | 0.982 | $0.990 | $0.989 (0.041%) | $1.001(-1.122%) | |
| 3773 | 0.988 | $0.990 | $0.989 (0.040%) | $1.001(-1.129%) | |
| 3774 | 0.990 | $0.989 | $0.989 (0.009%) | $1.001(-1.156%) | |
| 3775 | 0.998 | $0.990 | $0.990 (0.002%) | $1.001(-1.123%) | |
| 3776 | 0.990 | $0.989 | $0.990 (-0.036%) | $1.001(-1.157%) | |
| 3777 | 0.988 | $0.989 | $0.990 (-0.052%) | $1.001(-1.179%) | |
| 3778 | 0.983 | $0.988 | $0.989 (-0.083%) | $1.001(-1.237%) | |
| 3779 | 0.980 | $0.988 | $0.989 (-0.129%) | $1.001(-1.322%) | |
| 3780 | 0.982 | $0.987 | $0.989 (-0.150%) | $1.001(-1.372%) | |
| 3781 | 0.986 | $0.987 | $0.989 (-0.185%) | $1.001(-1.417%) | |
| 3782 | 0.985 | $0.986 | $0.988 (-0.193%) | $1.001(-1.441%) | |
| 3783 | 0.995 | $0.986 | $0.989 (-0.242%) | $1.001(-1.460%) | |
| 3784 | 0.998 | $0.987 | $0.989 (-0.245%) | $1.001(-1.420%) | |
| 3785 | 1.004 | $0.987 | $0.990 (-0.237%) | $1.001(-1.346%) | |
| 3786 | 1.012 | $0.989 | $0.991 (-0.218%) | $1.001(-1.227%) | |
| 3787 | 1.005 | $0.990 | $0.991 (-0.163%) | $1.001(-1.107%) | |
| 3788 | 1.012 | $0.991 | $0.992 (-0.096%) | $1.001(-0.945%) | |
| 3789 | 1.005 | $0.992 | $0.993 (-0.046%) | $1.001(-0.838%) | |
| 3790 | 1.004 | $0.994 | $0.993 (0.024%) | $1.001(-0.721%) | |
| 3791 | 0.996 | $0.994 | $0.994 (0.067%) | $1.001(-0.669%) | |
| 3792 | 0.991 | $0.995 | $0.993 (0.126%) | $1.001(-0.623%) | |
| 3793 | 0.989 | $0.995 | $0.993 (0.152%) | $1.001(-0.618%) | |
| 3794 | 0.995 | $0.995 | $0.993 (0.168%) | $1.001(-0.593%) | |
| 3795 | 0.988 | $0.994 | $0.993 (0.143%) | $1.001(-0.642%) | |
| 3796 | 0.992 | $0.995 | $0.993 (0.156%) | $1.001(-0.631%) | |
| 3797 | 1.001 | $0.995 | $0.993 (0.183%) | $1.001(-0.570%) | |
| 3798 | 1.002 | $0.996 | $0.994 (0.236%) | $1.001(-0.476%) | |
| 3799 | 1.006 | $0.997 | $0.994 (0.309%) | $1.001(-0.349%) | |
| Total of Ltd Ma Variations: -18.417 | Total of Std ma variations: -53.867 |