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 | 1.007 | $1.008 | $1.006 (0.231%) | $0.998(0.994%) | |
| 3601 | 1.004 | $1.008 | $1.006 (0.235%) | $0.998(0.991%) | |
| 3602 | 1.013 | $1.009 | $1.006 (0.276%) | $0.998(1.065%) | |
| 3603 | 1.009 | $1.009 | $1.006 (0.305%) | $0.998(1.106%) | |
| 3604 | 1.010 | $1.009 | $1.006 (0.288%) | $0.998(1.103%) | |
| 3605 | 1.009 | $1.009 | $1.007 (0.282%) | $0.998(1.107%) | |
| 3606 | 1.004 | $1.009 | $1.006 (0.235%) | $0.998(1.048%) | |
| 3607 | 0.996 | $1.008 | $1.006 (0.163%) | $0.998(0.926%) | |
| 3608 | 0.999 | $1.007 | $1.006 (0.089%) | $0.998(0.818%) | |
| 3609 | 1.002 | $1.006 | $1.005 (0.016%) | $0.998(0.726%) | |
| 3610 | 1.005 | $1.005 | $1.005 (-0.034%) | $0.998(0.674%) | |
| 3611 | 1.006 | $1.005 | $1.005 (-0.041%) | $0.998(0.670%) | |
| 3612 | 1.013 | $1.005 | $1.006 (-0.051%) | $0.998(0.691%) | |
| 3613 | 1.013 | $1.006 | $1.006 (-0.026%) | $0.998(0.747%) | |
| 3614 | 1.008 | $1.006 | $1.006 (-0.027%) | $0.998(0.754%) | |
| 3615 | 1.014 | $1.006 | $1.007 (-0.024%) | $0.998(0.794%) | |
| 3616 | 1.007 | $1.007 | $1.007 (0.007%) | $0.998(0.830%) | |
| 3617 | 1.017 | $1.007 | $1.007 (0.042%) | $0.998(0.910%) | |
| 3618 | 1.013 | $1.008 | $1.007 (0.043%) | $0.998(0.938%) | |
| 3619 | 1.015 | $1.008 | $1.008 (0.045%) | $0.998(0.974%) | |
| 3620 | 1.015 | $1.009 | $1.008 (0.050%) | $0.998(1.013%) | |
| 3621 | 1.008 | $1.009 | $1.008 (0.069%) | $0.998(1.033%) | |
| 3622 | 0.998 | $1.008 | $1.008 (0.039%) | $0.998(0.958%) | |
| 3623 | 1.000 | $1.008 | $1.007 (0.030%) | $0.998(0.917%) | |
| 3624 | 0.995 | $1.007 | $1.007 (0.013%) | $0.998(0.847%) | |
| 3625 | 1.001 | $1.006 | $1.006 (0.001%) | $0.998(0.809%) | |
| 3626 | 1.009 | $1.007 | $1.007 (0.014%) | $0.998(0.834%) | |
| 3627 | 1.003 | $1.007 | $1.006 (0.067%) | $0.998(0.873%) | |
| 3628 | 1.001 | $1.007 | $1.006 (0.103%) | $0.998(0.885%) | |
| 3629 | 1.011 | $1.008 | $1.006 (0.129%) | $0.998(0.932%) | |
| 3630 | 1.014 | $1.008 | $1.007 (0.139%) | $0.998(0.978%) | |
| 3631 | 1.006 | $1.008 | $1.007 (0.142%) | $0.998(0.980%) | |
| 3632 | 1.009 | $1.008 | $1.007 (0.115%) | $0.998(0.962%) | |
| 3633 | 1.003 | $1.008 | $1.007 (0.084%) | $0.998(0.912%) | |
| 3634 | 1.005 | $1.007 | $1.007 (0.078%) | $0.998(0.899%) | |
| 3635 | 0.997 | $1.007 | $1.006 (0.034%) | $0.998(0.813%) | |
| 3636 | 0.999 | $1.006 | $1.006 (0.025%) | $0.998(0.773%) | |
| 3637 | 0.991 | $1.005 | $1.005 (-0.036%) | $0.998(0.644%) | |
| 3638 | 0.993 | $1.004 | $1.005 (-0.080%) | $0.998(0.545%) | |
| 3639 | 0.996 | $1.003 | $1.004 (-0.134%) | $0.998(0.451%) | |
| 3640 | 0.988 | $1.002 | $1.004 (-0.197%) | $0.998(0.314%) | |
| 3641 | 0.988 | $1.001 | $1.003 (-0.228%) | $0.998(0.212%) | |
| 3642 | 0.982 | $1.000 | $1.002 (-0.215%) | $0.998(0.130%) | |
| 3643 | 0.980 | $0.999 | $1.001 (-0.218%) | $0.998(0.028%) | |
| 3644 | 0.980 | $0.998 | $1.000 (-0.201%) | $0.998(-0.049%) | |
| 3645 | 0.980 | $0.997 | $0.999 (-0.216%) | $0.998(-0.154%) | |
| 3646 | 0.980 | $0.995 | $0.998 (-0.276%) | $0.998(-0.300%) | |
| 3647 | 0.980 | $0.994 | $0.997 (-0.311%) | $0.998(-0.417%) | |
| 3648 | 0.980 | $0.993 | $0.997 (-0.338%) | $0.998(-0.522%) | |
| 3649 | 0.982 | $0.992 | $0.996 (-0.417%) | $0.998(-0.664%) | |
| 3650 | 0.980 | $0.990 | $0.995 (-0.518%) | $0.998(-0.836%) | |
| 3651 | 0.982 | $0.989 | $0.995 (-0.581%) | $0.998(-0.959%) | |
| 3652 | 0.981 | $0.987 | $0.994 (-0.660%) | $0.998(-1.101%) | |
| 3653 | 0.980 | $0.986 | $0.993 (-0.711%) | $0.998(-1.214%) | |
| 3654 | 0.980 | $0.985 | $0.993 (-0.778%) | $0.998(-1.340%) | |
| 3655 | 0.980 | $0.984 | $0.992 (-0.807%) | $0.998(-1.426%) | |
| 3656 | 0.989 | $0.984 | $0.992 (-0.846%) | $0.998(-1.479%) | |
| 3657 | 0.983 | $0.983 | $0.992 (-0.846%) | $0.998(-1.521%) | |
| 3658 | 0.987 | $0.983 | $0.991 (-0.857%) | $0.998(-1.552%) | |
| 3659 | 0.986 | $0.982 | $0.991 (-0.883%) | $0.998(-1.602%) | |
| 3660 | 0.987 | $0.982 | $0.991 (-0.868%) | $0.998(-1.608%) | |
| 3661 | 0.980 | $0.982 | $0.990 (-0.859%) | $0.998(-1.647%) | |
| 3662 | 0.984 | $0.982 | $0.990 (-0.819%) | $0.998(-1.638%) | |
| 3663 | 0.986 | $0.982 | $0.990 (-0.771%) | $0.998(-1.609%) | |
| 3664 | 0.980 | $0.982 | $0.989 (-0.726%) | $0.998(-1.609%) | |
| 3665 | 0.980 | $0.982 | $0.989 (-0.683%) | $0.998(-1.608%) | |
| 3666 | 0.986 | $0.983 | $0.989 (-0.639%) | $0.998(-1.577%) | |
| 3667 | 0.980 | $0.983 | $0.988 (-0.598%) | $0.998(-1.577%) | |
| 3668 | 0.980 | $0.983 | $0.988 (-0.559%) | $0.998(-1.576%) | |
| 3669 | 0.986 | $0.983 | $0.988 (-0.532%) | $0.998(-1.559%) | |
| 3670 | 0.991 | $0.983 | $0.988 (-0.491%) | $0.998(-1.505%) | |
| 3671 | 1.000 | $0.984 | $0.989 (-0.452%) | $0.998(-1.415%) | |
| 3672 | 1.010 | $0.986 | $0.990 (-0.402%) | $0.998(-1.270%) | |
| 3673 | 1.009 | $0.987 | $0.990 (-0.344%) | $0.998(-1.127%) | |
| 3674 | 1.007 | $0.988 | $0.991 (-0.284%) | $0.998(-0.990%) | |
| 3675 | 1.016 | $0.990 | $0.992 (-0.215%) | $0.998(-0.810%) | |
| 3676 | 1.013 | $0.991 | $0.993 (-0.188%) | $0.998(-0.690%) | |
| 3677 | 1.014 | $0.993 | $0.994 (-0.125%) | $0.998(-0.532%) | |
| 3678 | 1.011 | $0.994 | $0.995 (-0.080%) | $0.998(-0.410%) | |
| 3679 | 1.004 | $0.995 | $0.995 (-0.030%) | $0.998(-0.321%) | |
| 3680 | 1.003 | $0.996 | $0.996 (0.018%) | $0.998(-0.239%) | |
| 3681 | 1.001 | $0.997 | $0.996 (0.099%) | $0.998(-0.135%) | |
| 3682 | 1.000 | $0.998 | $0.996 (0.163%) | $0.998(-0.052%) | |
| 3683 | 0.998 | $0.998 | $0.996 (0.216%) | $0.998(0.009%) | |
| 3684 | 0.990 | $0.999 | $0.996 (0.295%) | $0.998(0.059%) | |
| 3685 | 0.995 | $1.000 | $0.996 (0.375%) | $0.998(0.133%) | |
| 3686 | 0.990 | $1.000 | $0.996 (0.421%) | $0.998(0.154%) | |
| 3687 | 0.993 | $1.000 | $0.996 (0.498%) | $0.998(0.218%) | |
| 3688 | 0.995 | $1.001 | $0.995 (0.576%) | $0.998(0.293%) | |
| 3689 | 0.989 | $1.001 | $0.995 (0.621%) | $0.998(0.307%) | |
| 3690 | 0.998 | $1.002 | $0.995 (0.645%) | $0.998(0.342%) | |
| 3691 | 1.000 | $1.002 | $0.996 (0.625%) | $0.998(0.343%) | |
| 3692 | 0.991 | $1.001 | $0.995 (0.552%) | $0.998(0.249%) | |
| 3693 | 0.994 | $1.000 | $0.995 (0.484%) | $0.998(0.178%) | |
| 3694 | 0.996 | $1.000 | $0.995 (0.424%) | $0.998(0.123%) | |
| 3695 | 1.004 | $0.999 | $0.996 (0.324%) | $0.998(0.062%) | |
| 3696 | 1.013 | $0.999 | $0.996 (0.245%) | $0.998(0.061%) | |
| 3697 | 1.011 | $0.999 | $0.997 (0.162%) | $0.998(0.046%) | |
| 3698 | 1.017 | $0.999 | $0.998 (0.101%) | $0.998(0.072%) | |
| 3699 | 1.020 | $1.000 | $0.999 (0.082%) | $0.998(0.153%) | |
| 3700 | 1.019 | $1.001 | $1.000 (0.072%) | $0.998(0.231%) | |
| 3701 | 1.009 | $1.001 | $1.000 (0.071%) | $0.998(0.272%) | |
| 3702 | 1.009 | $1.001 | $1.001 (0.075%) | $0.998(0.315%) | |
| 3703 | 1.016 | $1.002 | $1.001 (0.096%) | $0.998(0.405%) | |
| 3704 | 1.006 | $1.003 | $1.002 (0.156%) | $0.998(0.487%) | |
| 3705 | 1.009 | $1.004 | $1.002 (0.193%) | $0.998(0.557%) | |
| 3706 | 1.018 | $1.005 | $1.003 (0.259%) | $0.998(0.693%) | |
| 3707 | 1.020 | $1.007 | $1.003 (0.316%) | $0.998(0.829%) | |
| 3708 | 1.010 | $1.007 | $1.004 (0.361%) | $0.998(0.906%) | |
| 3709 | 1.001 | $1.008 | $1.004 (0.435%) | $0.998(0.967%) | |
| 3710 | 1.010 | $1.009 | $1.004 (0.467%) | $0.998(1.027%) | |
| 3711 | 1.013 | $1.009 | $1.004 (0.491%) | $0.998(1.090%) | |
| 3712 | 1.006 | $1.010 | $1.004 (0.559%) | $0.998(1.167%) | |
| 3713 | 1.005 | $1.011 | $1.004 (0.609%) | $0.998(1.221%) | |
| 3714 | 1.010 | $1.011 | $1.005 (0.652%) | $0.998(1.288%) | |
| 3715 | 1.013 | $1.012 | $1.005 (0.660%) | $0.998(1.336%) | |
| 3716 | 1.014 | $1.012 | $1.006 (0.625%) | $0.998(1.344%) | |
| 3717 | 1.006 | $1.012 | $1.006 (0.597%) | $0.998(1.318%) | |
| 3718 | 1.002 | $1.011 | $1.005 (0.540%) | $0.998(1.246%) | |
| 3719 | 1.003 | $1.010 | $1.005 (0.467%) | $0.998(1.162%) | |
| 3720 | 1.011 | $1.010 | $1.006 (0.403%) | $0.998(1.125%) | |
| 3721 | 1.010 | $1.010 | $1.006 (0.388%) | $0.998(1.131%) | |
| 3722 | 1.009 | $1.010 | $1.006 (0.373%) | $0.998(1.130%) | |
| 3723 | 1.013 | $1.010 | $1.006 (0.327%) | $0.998(1.117%) | |
| 3724 | 1.010 | $1.010 | $1.006 (0.328%) | $0.998(1.137%) | |
| 3725 | 1.013 | $1.010 | $1.007 (0.320%) | $0.998(1.156%) | |
| 3726 | 1.011 | $1.010 | $1.007 (0.268%) | $0.998(1.123%) | |
| 3727 | 1.001 | $1.009 | $1.007 (0.200%) | $0.998(1.028%) | |
| 3728 | 0.998 | $1.008 | $1.006 (0.178%) | $0.998(0.968%) | |
| 3729 | 1.007 | $1.008 | $1.006 (0.205%) | $0.998(0.999%) | |
| 3730 | 1.011 | $1.008 | $1.007 (0.190%) | $0.998(1.008%) | |
| 3731 | 1.004 | $1.008 | $1.006 (0.160%) | $0.998(0.968%) | |
| 3732 | 0.998 | $1.008 | $1.006 (0.157%) | $0.998(0.924%) | |
| 3733 | 0.992 | $1.007 | $1.005 (0.155%) | $0.998(0.858%) | |
| 3734 | 0.987 | $1.006 | $1.005 (0.124%) | $0.998(0.744%) | |
| 3735 | 0.992 | $1.005 | $1.004 (0.075%) | $0.998(0.638%) | |
| 3736 | 0.989 | $1.004 | $1.003 (0.016%) | $0.998(0.512%) | |
| 3737 | 0.989 | $1.003 | $1.003 (-0.005%) | $0.998(0.425%) | |
| 3738 | 0.996 | $1.002 | $1.002 (-0.006%) | $0.998(0.392%) | |
| 3739 | 0.990 | $1.002 | $1.002 (-0.016%) | $0.998(0.323%) | |
| 3740 | 0.995 | $1.001 | $1.001 (-0.066%) | $0.998(0.241%) | |
| 3741 | 1.003 | $1.000 | $1.002 (-0.110%) | $0.998(0.202%) | |
| 3742 | 1.008 | $1.000 | $1.002 (-0.143%) | $0.998(0.197%) | |
| 3743 | 1.008 | $1.000 | $1.002 (-0.199%) | $0.998(0.169%) | |
| 3744 | 1.006 | $1.000 | $1.002 (-0.238%) | $0.998(0.148%) | |
| 3745 | 1.002 | $0.999 | $1.002 (-0.289%) | $0.998(0.096%) | |
| 3746 | 1.010 | $0.999 | $1.003 (-0.330%) | $0.998(0.087%) | |
| 3747 | 1.008 | $1.000 | $1.003 (-0.321%) | $0.998(0.119%) | |
| 3748 | 1.002 | $1.000 | $1.003 (-0.299%) | $0.998(0.136%) | |
| 3749 | 1.002 | $1.000 | $1.003 (-0.322%) | $0.998(0.110%) | |
| 3750 | 0.996 | $0.999 | $1.002 (-0.368%) | $0.998(0.035%) | |
| 3751 | 1.001 | $0.999 | $1.002 (-0.379%) | $0.998(0.017%) | |
| 3752 | 0.996 | $0.998 | $1.002 (-0.358%) | $0.998(0.009%) | |
| 3753 | 0.987 | $0.998 | $1.001 (-0.314%) | $0.998(-0.017%) | |
| 3754 | 0.994 | $0.999 | $1.001 (-0.246%) | $0.998(0.019%) | |
| 3755 | 0.986 | $0.998 | $1.000 (-0.210%) | $0.998(-0.014%) | |
| 3756 | 0.995 | $0.999 | $1.000 (-0.156%) | $0.998(0.016%) | |
| 3757 | 0.999 | $0.999 | $1.000 (-0.100%) | $0.998(0.070%) | |
| 3758 | 0.996 | $0.999 | $1.000 (-0.080%) | $0.998(0.070%) | |
| 3759 | 0.999 | $1.000 | $1.000 (-0.028%) | $0.998(0.119%) | |
| 3760 | 0.989 | $0.999 | $0.999 (-0.007%) | $0.998(0.093%) | |
| 3761 | 0.983 | $0.998 | $0.999 (-0.031%) | $0.998(-0.006%) | |
| 3762 | 0.990 | $0.997 | $0.998 (-0.081%) | $0.998(-0.095%) | |
| 3763 | 0.995 | $0.997 | $0.998 (-0.131%) | $0.998(-0.160%) | |
| 3764 | 0.986 | $0.996 | $0.998 (-0.176%) | $0.998(-0.259%) | |
| 3765 | 0.994 | $0.995 | $0.997 (-0.201%) | $0.998(-0.299%) | |
| 3766 | 0.995 | $0.995 | $0.997 (-0.263%) | $0.998(-0.372%) | |
| 3767 | 1.004 | $0.994 | $0.998 (-0.312%) | $0.998(-0.393%) | |
| 3768 | 1.010 | $0.995 | $0.998 (-0.327%) | $0.998(-0.352%) | |
| 3769 | 1.011 | $0.995 | $0.999 (-0.340%) | $0.998(-0.308%) | |
| 3770 | 1.019 | $0.996 | $1.000 (-0.319%) | $0.998(-0.195%) | |
| 3771 | 1.020 | $0.997 | $1.001 (-0.316%) | $0.998(-0.100%) | |
| 3772 | 1.020 | $0.999 | $1.001 (-0.284%) | $0.998(0.020%) | |
| 3773 | 1.014 | $1.000 | $1.002 (-0.204%) | $0.998(0.157%) | |
| 3774 | 1.013 | $1.001 | $1.003 (-0.159%) | $0.998(0.253%) | |
| 3775 | 1.005 | $1.002 | $1.003 (-0.074%) | $0.998(0.349%) | |
| 3776 | 1.007 | $1.002 | $1.003 (-0.036%) | $0.998(0.406%) | |
| 3777 | 1.016 | $1.003 | $1.003 (-0.013%) | $0.998(0.490%) | |
| 3778 | 1.018 | $1.004 | $1.004 (0.033%) | $0.998(0.603%) | |
| 3779 | 1.020 | $1.005 | $1.005 (0.064%) | $0.998(0.706%) | |
| 3780 | 1.014 | $1.007 | $1.005 (0.144%) | $0.998(0.830%) | |
| 3781 | 1.008 | $1.008 | $1.005 (0.258%) | $0.998(0.956%) | |
| 3782 | 1.000 | $1.008 | $1.005 (0.331%) | $0.998(1.002%) | |
| 3783 | 0.998 | $1.009 | $1.005 (0.379%) | $0.998(1.016%) | |
| 3784 | 0.997 | $1.009 | $1.004 (0.467%) | $0.998(1.068%) | |
| 3785 | 0.994 | $1.009 | $1.004 (0.515%) | $0.998(1.070%) | |
| 3786 | 0.986 | $1.009 | $1.003 (0.552%) | $0.998(1.025%) | |
| 3787 | 0.988 | $1.008 | $1.002 (0.543%) | $0.998(0.946%) | |
| 3788 | 0.982 | $1.007 | $1.002 (0.496%) | $0.998(0.808%) | |
| 3789 | 0.987 | $1.005 | $1.001 (0.444%) | $0.998(0.690%) | |
| 3790 | 0.994 | $1.004 | $1.001 (0.350%) | $0.998(0.563%) | |
| 3791 | 1.000 | $1.003 | $1.001 (0.252%) | $0.998(0.464%) | |
| 3792 | 0.994 | $1.002 | $1.000 (0.152%) | $0.998(0.332%) | |
| 3793 | 0.991 | $1.001 | $1.000 (0.079%) | $0.998(0.219%) | |
| 3794 | 0.996 | $1.000 | $1.000 (0.009%) | $0.998(0.132%) | |
| 3795 | 0.995 | $0.999 | $0.999 (-0.018%) | $0.998(0.084%) | |
| 3796 | 0.993 | $0.999 | $0.999 (-0.058%) | $0.998(0.013%) | |
| 3797 | 1.000 | $0.998 | $0.999 (-0.144%) | $0.998(-0.071%) | |
| 3798 | 1.005 | $0.997 | $0.999 (-0.237%) | $0.998(-0.138%) | |
| 3799 | 1.001 | $0.996 | $1.000 (-0.339%) | $0.998(-0.231%) | |
| Total of Ltd Ma Variations: -1.924 | Total of Std ma variations: 46.482 |