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 | 0.989 | $0.984 | $0.989 (-0.510%) | $0.999(-1.539%) | |
| 3601 | 0.997 | $0.984 | $0.989 (-0.489%) | $0.999(-1.481%) | |
| 3602 | 0.989 | $0.984 | $0.989 (-0.489%) | $0.999(-1.480%) | |
| 3603 | 0.984 | $0.984 | $0.989 (-0.479%) | $0.999(-1.492%) | |
| 3604 | 0.980 | $0.984 | $0.989 (-0.459%) | $0.999(-1.513%) | |
| 3605 | 0.980 | $0.984 | $0.988 (-0.420%) | $0.999(-1.512%) | |
| 3606 | 0.980 | $0.984 | $0.988 (-0.383%) | $0.999(-1.512%) | |
| 3607 | 0.982 | $0.984 | $0.987 (-0.346%) | $0.999(-1.501%) | |
| 3608 | 0.980 | $0.984 | $0.987 (-0.317%) | $0.999(-1.505%) | |
| 3609 | 0.980 | $0.984 | $0.987 (-0.313%) | $0.999(-1.534%) | |
| 3610 | 0.982 | $0.984 | $0.987 (-0.297%) | $0.999(-1.539%) | |
| 3611 | 0.984 | $0.984 | $0.986 (-0.264%) | $0.999(-1.517%) | |
| 3612 | 0.987 | $0.984 | $0.987 (-0.237%) | $0.999(-1.486%) | |
| 3613 | 0.986 | $0.984 | $0.986 (-0.204%) | $0.999(-1.457%) | |
| 3614 | 0.983 | $0.984 | $0.986 (-0.204%) | $0.999(-1.471%) | |
| 3615 | 0.984 | $0.985 | $0.986 (-0.173%) | $0.999(-1.448%) | |
| 3616 | 0.980 | $0.984 | $0.986 (-0.160%) | $0.999(-1.464%) | |
| 3617 | 0.985 | $0.984 | $0.986 (-0.168%) | $0.999(-1.476%) | |
| 3618 | 0.980 | $0.984 | $0.986 (-0.151%) | $0.999(-1.485%) | |
| 3619 | 0.980 | $0.984 | $0.985 (-0.177%) | $0.999(-1.536%) | |
| 3620 | 0.985 | $0.983 | $0.985 (-0.195%) | $0.999(-1.556%) | |
| 3621 | 0.986 | $0.983 | $0.985 (-0.253%) | $0.999(-1.608%) | |
| 3622 | 0.980 | $0.982 | $0.985 (-0.275%) | $0.999(-1.654%) | |
| 3623 | 0.980 | $0.982 | $0.985 (-0.272%) | $0.999(-1.674%) | |
| 3624 | 0.980 | $0.982 | $0.985 (-0.250%) | $0.999(-1.674%) | |
| 3625 | 0.989 | $0.983 | $0.985 (-0.224%) | $0.999(-1.630%) | |
| 3626 | 0.985 | $0.983 | $0.985 (-0.199%) | $0.999(-1.603%) | |
| 3627 | 0.984 | $0.983 | $0.985 (-0.184%) | $0.999(-1.595%) | |
| 3628 | 0.983 | $0.983 | $0.985 (-0.161%) | $0.999(-1.582%) | |
| 3629 | 0.991 | $0.984 | $0.985 (-0.134%) | $0.999(-1.524%) | |
| 3630 | 0.995 | $0.984 | $0.986 (-0.113%) | $0.999(-1.458%) | |
| 3631 | 0.995 | $0.985 | $0.986 (-0.102%) | $0.999(-1.403%) | |
| 3632 | 1.002 | $0.986 | $0.987 (-0.102%) | $0.999(-1.331%) | |
| 3633 | 1.009 | $0.987 | $0.988 (-0.087%) | $0.999(-1.215%) | |
| 3634 | 1.007 | $0.988 | $0.989 (-0.056%) | $0.999(-1.095%) | |
| 3635 | 1.016 | $0.990 | $0.990 (-0.022%) | $0.999(-0.936%) | |
| 3636 | 1.020 | $0.992 | $0.991 (0.042%) | $0.999(-0.736%) | |
| 3637 | 1.014 | $0.993 | $0.992 (0.084%) | $0.999(-0.592%) | |
| 3638 | 1.020 | $0.995 | $0.994 (0.158%) | $0.999(-0.392%) | |
| 3639 | 1.020 | $0.997 | $0.995 (0.238%) | $0.999(-0.193%) | |
| 3640 | 1.020 | $0.999 | $0.996 (0.299%) | $0.999(-0.017%) | |
| 3641 | 1.020 | $1.001 | $0.997 (0.356%) | $0.999(0.150%) | |
| 3642 | 1.020 | $1.003 | $0.998 (0.451%) | $0.999(0.350%) | |
| 3643 | 1.017 | $1.004 | $0.999 (0.550%) | $0.999(0.535%) | |
| 3644 | 1.020 | $1.006 | $1.000 (0.653%) | $0.999(0.734%) | |
| 3645 | 1.013 | $1.008 | $1.000 (0.714%) | $0.999(0.855%) | |
| 3646 | 1.019 | $1.009 | $1.001 (0.798%) | $0.999(1.023%) | |
| 3647 | 1.014 | $1.011 | $1.002 (0.892%) | $0.999(1.174%) | |
| 3648 | 1.006 | $1.012 | $1.002 (0.989%) | $0.999(1.293%) | |
| 3649 | 1.000 | $1.012 | $1.002 (1.041%) | $0.999(1.336%) | |
| 3650 | 1.006 | $1.013 | $1.002 (1.077%) | $0.999(1.392%) | |
| 3651 | 1.015 | $1.014 | $1.003 (1.117%) | $0.999(1.490%) | |
| 3652 | 1.020 | $1.015 | $1.004 (1.129%) | $0.999(1.581%) | |
| 3653 | 1.020 | $1.015 | $1.004 (1.109%) | $0.999(1.636%) | |
| 3654 | 1.020 | $1.016 | $1.005 (1.099%) | $0.999(1.698%) | |
| 3655 | 1.020 | $1.016 | $1.006 (1.049%) | $0.999(1.715%) | |
| 3656 | 1.020 | $1.016 | $1.006 (0.983%) | $0.999(1.714%) | |
| 3657 | 1.017 | $1.016 | $1.007 (0.950%) | $0.999(1.729%) | |
| 3658 | 1.020 | $1.016 | $1.007 (0.890%) | $0.999(1.728%) | |
| 3659 | 1.014 | $1.016 | $1.008 (0.830%) | $0.999(1.699%) | |
| 3660 | 1.012 | $1.016 | $1.008 (0.771%) | $0.999(1.660%) | |
| 3661 | 1.010 | $1.015 | $1.008 (0.712%) | $0.999(1.608%) | |
| 3662 | 1.003 | $1.014 | $1.008 (0.650%) | $0.999(1.522%) | |
| 3663 | 1.003 | $1.014 | $1.008 (0.602%) | $0.999(1.454%) | |
| 3664 | 1.006 | $1.013 | $1.008 (0.540%) | $0.999(1.386%) | |
| 3665 | 0.999 | $1.012 | $1.007 (0.509%) | $0.999(1.313%) | |
| 3666 | 1.004 | $1.011 | $1.007 (0.450%) | $0.999(1.240%) | |
| 3667 | 1.008 | $1.011 | $1.007 (0.415%) | $0.999(1.209%) | |
| 3668 | 1.017 | $1.012 | $1.007 (0.423%) | $0.999(1.262%) | |
| 3669 | 1.020 | $1.013 | $1.008 (0.465%) | $0.999(1.361%) | |
| 3670 | 1.013 | $1.013 | $1.008 (0.476%) | $0.999(1.397%) | |
| 3671 | 1.013 | $1.013 | $1.008 (0.445%) | $0.999(1.387%) | |
| 3672 | 1.019 | $1.013 | $1.009 (0.392%) | $0.999(1.383%) | |
| 3673 | 1.020 | $1.013 | $1.009 (0.343%) | $0.999(1.382%) | |
| 3674 | 1.012 | $1.013 | $1.010 (0.291%) | $0.999(1.340%) | |
| 3675 | 1.010 | $1.012 | $1.010 (0.241%) | $0.999(1.289%) | |
| 3676 | 1.003 | $1.011 | $1.009 (0.187%) | $0.999(1.204%) | |
| 3677 | 0.995 | $1.010 | $1.009 (0.143%) | $0.999(1.093%) | |
| 3678 | 0.988 | $1.008 | $1.008 (0.077%) | $0.999(0.932%) | |
| 3679 | 0.994 | $1.007 | $1.007 (0.039%) | $0.999(0.834%) | |
| 3680 | 0.985 | $1.006 | $1.006 (0.003%) | $0.999(0.699%) | |
| 3681 | 0.981 | $1.005 | $1.005 (-0.026%) | $0.999(0.555%) | |
| 3682 | 0.980 | $1.004 | $1.004 (-0.028%) | $0.999(0.440%) | |
| 3683 | 0.980 | $1.002 | $1.003 (-0.037%) | $0.999(0.323%) | |
| 3684 | 0.985 | $1.001 | $1.002 (-0.063%) | $0.999(0.216%) | |
| 3685 | 0.989 | $1.001 | $1.001 (-0.052%) | $0.999(0.169%) | |
| 3686 | 0.993 | $1.000 | $1.001 (-0.070%) | $0.999(0.113%) | |
| 3687 | 0.986 | $0.999 | $1.000 (-0.112%) | $0.999(0.004%) | |
| 3688 | 0.980 | $0.997 | $0.999 (-0.204%) | $0.999(-0.180%) | |
| 3689 | 0.980 | $0.995 | $0.998 (-0.317%) | $0.999(-0.380%) | |
| 3690 | 0.987 | $0.994 | $0.998 (-0.397%) | $0.999(-0.511%) | |
| 3691 | 0.983 | $0.992 | $0.997 (-0.480%) | $0.999(-0.660%) | |
| 3692 | 0.982 | $0.991 | $0.997 (-0.598%) | $0.999(-0.848%) | |
| 3693 | 0.985 | $0.989 | $0.996 (-0.721%) | $0.999(-1.021%) | |
| 3694 | 0.980 | $0.987 | $0.995 (-0.807%) | $0.999(-1.177%) | |
| 3695 | 0.986 | $0.986 | $0.995 (-0.884%) | $0.999(-1.295%) | |
| 3696 | 0.982 | $0.985 | $0.994 (-0.930%) | $0.999(-1.398%) | |
| 3697 | 0.992 | $0.985 | $0.994 (-0.934%) | $0.999(-1.413%) | |
| 3698 | 0.999 | $0.986 | $0.994 (-0.899%) | $0.999(-1.357%) | |
| 3699 | 0.995 | $0.986 | $0.994 (-0.899%) | $0.999(-1.356%) | |
| 3700 | 1.001 | $0.986 | $0.995 (-0.850%) | $0.999(-1.277%) | |
| 3701 | 0.999 | $0.987 | $0.995 (-0.776%) | $0.999(-1.183%) | |
| 3702 | 1.002 | $0.988 | $0.995 (-0.698%) | $0.999(-1.072%) | |
| 3703 | 1.001 | $0.989 | $0.996 (-0.618%) | $0.999(-0.966%) | |
| 3704 | 0.995 | $0.990 | $0.996 (-0.564%) | $0.999(-0.913%) | |
| 3705 | 1.002 | $0.991 | $0.996 (-0.528%) | $0.999(-0.850%) | |
| 3706 | 1.004 | $0.991 | $0.996 (-0.511%) | $0.999(-0.794%) | |
| 3707 | 1.012 | $0.992 | $0.997 (-0.452%) | $0.999(-0.664%) | |
| 3708 | 1.010 | $0.994 | $0.998 (-0.360%) | $0.999(-0.512%) | |
| 3709 | 1.012 | $0.996 | $0.998 (-0.266%) | $0.999(-0.354%) | |
| 3710 | 1.006 | $0.996 | $0.999 (-0.207%) | $0.999(-0.261%) | |
| 3711 | 1.000 | $0.997 | $0.999 (-0.129%) | $0.999(-0.176%) | |
| 3712 | 1.000 | $0.998 | $0.999 (-0.044%) | $0.999(-0.084%) | |
| 3713 | 1.002 | $0.999 | $0.999 (0.024%) | $0.999(-0.003%) | |
| 3714 | 1.011 | $1.001 | $0.999 (0.122%) | $0.999(0.150%) | |
| 3715 | 1.020 | $1.002 | $1.000 (0.197%) | $0.999(0.318%) | |
| 3716 | 1.020 | $1.004 | $1.001 (0.297%) | $0.999(0.507%) | |
| 3717 | 1.016 | $1.005 | $1.002 (0.350%) | $0.999(0.629%) | |
| 3718 | 1.013 | $1.006 | $1.002 (0.370%) | $0.999(0.699%) | |
| 3719 | 1.011 | $1.007 | $1.003 (0.412%) | $0.999(0.781%) | |
| 3720 | 1.012 | $1.007 | $1.003 (0.424%) | $0.999(0.835%) | |
| 3721 | 1.013 | $1.008 | $1.004 (0.447%) | $0.999(0.901%) | |
| 3722 | 1.006 | $1.008 | $1.004 (0.455%) | $0.999(0.921%) | |
| 3723 | 0.999 | $1.008 | $1.004 (0.466%) | $0.999(0.909%) | |
| 3724 | 0.997 | $1.008 | $1.003 (0.504%) | $0.999(0.917%) | |
| 3725 | 0.990 | $1.008 | $1.003 (0.506%) | $0.999(0.858%) | |
| 3726 | 0.996 | $1.007 | $1.002 (0.494%) | $0.999(0.815%) | |
| 3727 | 1.003 | $1.007 | $1.002 (0.446%) | $0.999(0.769%) | |
| 3728 | 0.995 | $1.006 | $1.002 (0.403%) | $0.999(0.694%) | |
| 3729 | 0.989 | $1.005 | $1.001 (0.349%) | $0.999(0.578%) | |
| 3730 | 0.981 | $1.004 | $1.000 (0.317%) | $0.999(0.454%) | |
| 3731 | 0.980 | $1.003 | $1.000 (0.310%) | $0.999(0.354%) | |
| 3732 | 0.988 | $1.002 | $0.999 (0.302%) | $0.999(0.294%) | |
| 3733 | 0.993 | $1.002 | $0.999 (0.287%) | $0.999(0.253%) | |
| 3734 | 0.992 | $1.001 | $0.998 (0.223%) | $0.999(0.158%) | |
| 3735 | 0.984 | $0.999 | $0.998 (0.110%) | $0.999(-0.019%) | |
| 3736 | 0.983 | $0.997 | $0.997 (-0.008%) | $0.999(-0.203%) | |
| 3737 | 0.982 | $0.995 | $0.996 (-0.112%) | $0.999(-0.375%) | |
| 3738 | 0.984 | $0.994 | $0.996 (-0.200%) | $0.999(-0.519%) | |
| 3739 | 0.988 | $0.993 | $0.996 (-0.281%) | $0.999(-0.637%) | |
| 3740 | 0.980 | $0.991 | $0.995 (-0.371%) | $0.999(-0.797%) | |
| 3741 | 0.980 | $0.989 | $0.994 (-0.468%) | $0.999(-0.960%) | |
| 3742 | 0.988 | $0.989 | $0.994 (-0.532%) | $0.999(-1.053%) | |
| 3743 | 0.984 | $0.988 | $0.993 (-0.561%) | $0.999(-1.125%) | |
| 3744 | 0.980 | $0.987 | $0.993 (-0.585%) | $0.999(-1.209%) | |
| 3745 | 0.980 | $0.986 | $0.992 (-0.577%) | $0.999(-1.259%) | |
| 3746 | 0.984 | $0.986 | $0.992 (-0.598%) | $0.999(-1.316%) | |
| 3747 | 0.980 | $0.985 | $0.991 (-0.660%) | $0.999(-1.430%) | |
| 3748 | 0.986 | $0.984 | $0.991 (-0.683%) | $0.999(-1.475%) | |
| 3749 | 0.982 | $0.984 | $0.991 (-0.675%) | $0.999(-1.506%) | |
| 3750 | 0.980 | $0.984 | $0.990 (-0.631%) | $0.999(-1.511%) | |
| 3751 | 0.980 | $0.984 | $0.990 (-0.585%) | $0.999(-1.510%) | |
| 3752 | 0.986 | $0.984 | $0.990 (-0.578%) | $0.999(-1.520%) | |
| 3753 | 0.980 | $0.983 | $0.989 (-0.602%) | $0.999(-1.585%) | |
| 3754 | 0.989 | $0.983 | $0.989 (-0.616%) | $0.999(-1.597%) | |
| 3755 | 0.997 | $0.984 | $0.990 (-0.587%) | $0.999(-1.532%) | |
| 3756 | 1.006 | $0.985 | $0.990 (-0.548%) | $0.999(-1.421%) | |
| 3757 | 1.013 | $0.986 | $0.991 (-0.494%) | $0.999(-1.264%) | |
| 3758 | 1.007 | $0.988 | $0.992 (-0.450%) | $0.999(-1.150%) | |
| 3759 | 1.016 | $0.989 | $0.993 (-0.416%) | $0.999(-1.006%) | |
| 3760 | 1.008 | $0.990 | $0.994 (-0.343%) | $0.999(-0.868%) | |
| 3761 | 1.012 | $0.992 | $0.995 (-0.266%) | $0.999(-0.708%) | |
| 3762 | 1.020 | $0.994 | $0.996 (-0.218%) | $0.999(-0.546%) | |
| 3763 | 1.020 | $0.995 | $0.997 (-0.149%) | $0.999(-0.368%) | |
| 3764 | 1.012 | $0.997 | $0.998 (-0.057%) | $0.999(-0.206%) | |
| 3765 | 1.014 | $0.999 | $0.998 (0.038%) | $0.999(-0.034%) | |
| 3766 | 1.009 | $1.000 | $0.999 (0.114%) | $0.999(0.088%) | |
| 3767 | 1.010 | $1.001 | $0.999 (0.213%) | $0.999(0.236%) | |
| 3768 | 1.013 | $1.003 | $1.000 (0.284%) | $0.999(0.370%) | |
| 3769 | 1.007 | $1.004 | $1.000 (0.376%) | $0.999(0.495%) | |
| 3770 | 1.000 | $1.005 | $1.000 (0.477%) | $0.999(0.597%) | |
| 3771 | 1.006 | $1.006 | $1.001 (0.580%) | $0.999(0.727%) | |
| 3772 | 1.015 | $1.008 | $1.001 (0.659%) | $0.999(0.872%) | |
| 3773 | 1.010 | $1.009 | $1.002 (0.767%) | $0.999(1.020%) | |
| 3774 | 1.005 | $1.010 | $1.002 (0.829%) | $0.999(1.100%) | |
| 3775 | 1.008 | $1.011 | $1.002 (0.855%) | $0.999(1.154%) | |
| 3776 | 1.006 | $1.011 | $1.002 (0.839%) | $0.999(1.156%) | |
| 3777 | 1.000 | $1.010 | $1.002 (0.783%) | $0.999(1.089%) | |
| 3778 | 0.992 | $1.009 | $1.002 (0.754%) | $0.999(1.012%) | |
| 3779 | 0.996 | $1.008 | $1.001 (0.678%) | $0.999(0.909%) | |
| 3780 | 1.004 | $1.008 | $1.001 (0.647%) | $0.999(0.888%) | |
| 3781 | 0.999 | $1.007 | $1.001 (0.594%) | $0.999(0.826%) | |
| 3782 | 1.002 | $1.006 | $1.001 (0.502%) | $0.999(0.735%) | |
| 3783 | 1.011 | $1.006 | $1.002 (0.413%) | $0.999(0.688%) | |
| 3784 | 1.012 | $1.006 | $1.002 (0.365%) | $0.999(0.688%) | |
| 3785 | 1.018 | $1.006 | $1.003 (0.311%) | $0.999(0.704%) | |
| 3786 | 1.008 | $1.006 | $1.003 (0.286%) | $0.999(0.702%) | |
| 3787 | 1.009 | $1.006 | $1.003 (0.256%) | $0.999(0.699%) | |
| 3788 | 1.009 | $1.006 | $1.004 (0.211%) | $0.999(0.677%) | |
| 3789 | 1.007 | $1.006 | $1.004 (0.195%) | $0.999(0.676%) | |
| 3790 | 1.010 | $1.006 | $1.004 (0.215%) | $0.999(0.725%) | |
| 3791 | 1.006 | $1.006 | $1.004 (0.207%) | $0.999(0.725%) | |
| 3792 | 1.002 | $1.006 | $1.004 (0.152%) | $0.999(0.658%) | |
| 3793 | 0.996 | $1.005 | $1.004 (0.119%) | $0.999(0.590%) | |
| 3794 | 0.992 | $1.004 | $1.003 (0.105%) | $0.999(0.521%) | |
| 3795 | 0.984 | $1.003 | $1.002 (0.073%) | $0.999(0.402%) | |
| 3796 | 0.980 | $1.002 | $1.001 (0.045%) | $0.999(0.273%) | |
| 3797 | 0.989 | $1.001 | $1.001 (0.047%) | $0.999(0.220%) | |
| 3798 | 0.985 | $1.001 | $1.000 (0.086%) | $0.999(0.185%) | |
| 3799 | 0.981 | $1.000 | $0.999 (0.100%) | $0.999(0.115%) | |
| Total of Ltd Ma Variations: 10.481 | Total of Std ma variations: -18.907 |