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 | 0.987 | $1.005 | $1.001 (0.353%) | $0.999(0.583%) | |
| 3601 | 0.986 | $1.003 | $1.000 (0.252%) | $0.999(0.412%) | |
| 3602 | 0.983 | $1.001 | $0.999 (0.145%) | $0.999(0.226%) | |
| 3603 | 0.992 | $1.000 | $0.999 (0.039%) | $0.999(0.088%) | |
| 3604 | 0.984 | $0.998 | $0.998 (-0.072%) | $0.999(-0.089%) | |
| 3605 | 0.994 | $0.996 | $0.998 (-0.181%) | $0.999(-0.220%) | |
| 3606 | 1.000 | $0.995 | $0.998 (-0.288%) | $0.999(-0.318%) | |
| 3607 | 0.993 | $0.994 | $0.998 (-0.363%) | $0.999(-0.418%) | |
| 3608 | 0.999 | $0.994 | $0.998 (-0.409%) | $0.999(-0.461%) | |
| 3609 | 0.994 | $0.993 | $0.998 (-0.473%) | $0.999(-0.544%) | |
| 3610 | 0.994 | $0.993 | $0.998 (-0.492%) | $0.999(-0.583%) | |
| 3611 | 0.989 | $0.993 | $0.997 (-0.469%) | $0.999(-0.601%) | |
| 3612 | 0.980 | $0.992 | $0.997 (-0.494%) | $0.999(-0.704%) | |
| 3613 | 0.985 | $0.991 | $0.996 (-0.471%) | $0.999(-0.733%) | |
| 3614 | 0.992 | $0.991 | $0.996 (-0.486%) | $0.999(-0.764%) | |
| 3615 | 0.999 | $0.991 | $0.996 (-0.529%) | $0.999(-0.794%) | |
| 3616 | 1.002 | $0.991 | $0.996 (-0.557%) | $0.999(-0.793%) | |
| 3617 | 1.008 | $0.991 | $0.997 (-0.537%) | $0.999(-0.721%) | |
| 3618 | 1.009 | $0.993 | $0.997 (-0.484%) | $0.999(-0.612%) | |
| 3619 | 1.018 | $0.994 | $0.998 (-0.391%) | $0.999(-0.425%) | |
| 3620 | 1.020 | $0.996 | $0.999 (-0.326%) | $0.999(-0.263%) | |
| 3621 | 1.020 | $0.998 | $1.000 (-0.248%) | $0.999(-0.091%) | |
| 3622 | 1.020 | $1.000 | $1.001 (-0.152%) | $0.999(0.094%) | |
| 3623 | 1.016 | $1.001 | $1.002 (-0.102%) | $0.999(0.209%) | |
| 3624 | 1.018 | $1.002 | $1.003 (-0.008%) | $0.999(0.376%) | |
| 3625 | 1.020 | $1.004 | $1.003 (0.043%) | $0.999(0.505%) | |
| 3626 | 1.015 | $1.004 | $1.004 (0.064%) | $0.999(0.579%) | |
| 3627 | 1.019 | $1.006 | $1.005 (0.125%) | $0.999(0.708%) | |
| 3628 | 1.017 | $1.007 | $1.005 (0.160%) | $0.999(0.799%) | |
| 3629 | 1.015 | $1.008 | $1.006 (0.220%) | $0.999(0.903%) | |
| 3630 | 1.020 | $1.009 | $1.006 (0.286%) | $0.999(1.035%) | |
| 3631 | 1.020 | $1.011 | $1.007 (0.378%) | $0.999(1.191%) | |
| 3632 | 1.013 | $1.012 | $1.007 (0.514%) | $0.999(1.357%) | |
| 3633 | 1.010 | $1.014 | $1.007 (0.625%) | $0.999(1.480%) | |
| 3634 | 1.013 | $1.015 | $1.007 (0.702%) | $0.999(1.584%) | |
| 3635 | 1.009 | $1.015 | $1.008 (0.745%) | $0.999(1.634%) | |
| 3636 | 1.013 | $1.016 | $1.008 (0.773%) | $0.999(1.685%) | |
| 3637 | 1.008 | $1.016 | $1.008 (0.773%) | $0.999(1.684%) | |
| 3638 | 1.010 | $1.016 | $1.008 (0.765%) | $0.999(1.684%) | |
| 3639 | 1.009 | $1.015 | $1.008 (0.716%) | $0.999(1.641%) | |
| 3640 | 1.015 | $1.015 | $1.008 (0.659%) | $0.999(1.616%) | |
| 3641 | 1.020 | $1.015 | $1.009 (0.605%) | $0.999(1.615%) | |
| 3642 | 1.014 | $1.015 | $1.009 (0.552%) | $0.999(1.584%) | |
| 3643 | 1.006 | $1.014 | $1.009 (0.518%) | $0.999(1.535%) | |
| 3644 | 1.015 | $1.014 | $1.009 (0.477%) | $0.999(1.521%) | |
| 3645 | 1.017 | $1.014 | $1.010 (0.427%) | $0.999(1.508%) | |
| 3646 | 1.020 | $1.014 | $1.010 (0.405%) | $0.999(1.533%) | |
| 3647 | 1.020 | $1.014 | $1.010 (0.365%) | $0.999(1.538%) | |
| 3648 | 1.020 | $1.014 | $1.011 (0.338%) | $0.999(1.553%) | |
| 3649 | 1.012 | $1.014 | $1.011 (0.319%) | $0.999(1.540%) | |
| 3650 | 1.018 | $1.014 | $1.011 (0.278%) | $0.999(1.528%) | |
| 3651 | 1.020 | $1.014 | $1.012 (0.238%) | $0.999(1.527%) | |
| 3652 | 1.020 | $1.014 | $1.012 (0.234%) | $0.999(1.561%) | |
| 3653 | 1.013 | $1.015 | $1.012 (0.247%) | $0.999(1.577%) | |
| 3654 | 1.019 | $1.015 | $1.012 (0.243%) | $0.999(1.607%) | |
| 3655 | 1.020 | $1.015 | $1.013 (0.265%) | $0.999(1.662%) | |
| 3656 | 1.016 | $1.016 | $1.013 (0.266%) | $0.999(1.676%) | |
| 3657 | 1.007 | $1.016 | $1.013 (0.290%) | $0.999(1.675%) | |
| 3658 | 1.003 | $1.015 | $1.012 (0.301%) | $0.999(1.642%) | |
| 3659 | 1.005 | $1.015 | $1.012 (0.311%) | $0.999(1.618%) | |
| 3660 | 0.996 | $1.014 | $1.011 (0.289%) | $0.999(1.524%) | |
| 3661 | 0.990 | $1.013 | $1.010 (0.235%) | $0.999(1.372%) | |
| 3662 | 0.987 | $1.011 | $1.009 (0.207%) | $0.999(1.237%) | |
| 3663 | 0.983 | $1.010 | $1.008 (0.212%) | $0.999(1.124%) | |
| 3664 | 0.980 | $1.008 | $1.007 (0.164%) | $0.999(0.948%) | |
| 3665 | 0.980 | $1.006 | $1.005 (0.099%) | $0.999(0.762%) | |
| 3666 | 0.981 | $1.004 | $1.004 (0.015%) | $0.999(0.567%) | |
| 3667 | 0.990 | $1.003 | $1.004 (-0.069%) | $0.999(0.419%) | |
| 3668 | 1.000 | $1.002 | $1.004 (-0.152%) | $0.999(0.318%) | |
| 3669 | 0.995 | $1.001 | $1.003 (-0.199%) | $0.999(0.234%) | |
| 3670 | 0.998 | $1.000 | $1.003 (-0.275%) | $0.999(0.133%) | |
| 3671 | 1.002 | $0.999 | $1.003 (-0.360%) | $0.999(0.045%) | |
| 3672 | 1.002 | $0.998 | $1.003 (-0.446%) | $0.999(-0.046%) | |
| 3673 | 1.002 | $0.998 | $1.003 (-0.497%) | $0.999(-0.102%) | |
| 3674 | 1.005 | $0.997 | $1.003 (-0.579%) | $0.999(-0.176%) | |
| 3675 | 0.997 | $0.996 | $1.003 (-0.667%) | $0.999(-0.291%) | |
| 3676 | 0.999 | $0.995 | $1.002 (-0.734%) | $0.999(-0.377%) | |
| 3677 | 0.991 | $0.994 | $1.002 (-0.764%) | $0.999(-0.456%) | |
| 3678 | 0.988 | $0.994 | $1.001 (-0.777%) | $0.999(-0.530%) | |
| 3679 | 0.989 | $0.993 | $1.001 (-0.799%) | $0.999(-0.606%) | |
| 3680 | 0.988 | $0.992 | $1.000 (-0.782%) | $0.999(-0.646%) | |
| 3681 | 0.987 | $0.992 | $1.000 (-0.736%) | $0.999(-0.658%) | |
| 3682 | 0.988 | $0.992 | $0.999 (-0.677%) | $0.999(-0.651%) | |
| 3683 | 0.989 | $0.993 | $0.999 (-0.602%) | $0.999(-0.623%) | |
| 3684 | 0.989 | $0.993 | $0.998 (-0.514%) | $0.999(-0.577%) | |
| 3685 | 0.998 | $0.994 | $0.998 (-0.423%) | $0.999(-0.488%) | |
| 3686 | 0.990 | $0.994 | $0.998 (-0.341%) | $0.999(-0.443%) | |
| 3687 | 0.998 | $0.995 | $0.998 (-0.304%) | $0.999(-0.408%) | |
| 3688 | 0.994 | $0.994 | $0.998 (-0.317%) | $0.999(-0.439%) | |
| 3689 | 0.998 | $0.995 | $0.998 (-0.305%) | $0.999(-0.425%) | |
| 3690 | 1.007 | $0.995 | $0.998 (-0.301%) | $0.999(-0.376%) | |
| 3691 | 1.004 | $0.995 | $0.998 (-0.320%) | $0.999(-0.369%) | |
| 3692 | 1.002 | $0.995 | $0.998 (-0.336%) | $0.999(-0.368%) | |
| 3693 | 1.011 | $0.996 | $0.999 (-0.346%) | $0.999(-0.321%) | |
| 3694 | 1.018 | $0.996 | $1.000 (-0.366%) | $0.999(-0.253%) | |
| 3695 | 1.020 | $0.997 | $1.001 (-0.341%) | $0.999(-0.138%) | |
| 3696 | 1.020 | $0.999 | $1.002 (-0.321%) | $0.999(-0.031%) | |
| 3697 | 1.020 | $1.000 | $1.003 (-0.260%) | $0.999(0.112%) | |
| 3698 | 1.020 | $1.002 | $1.003 (-0.181%) | $0.999(0.270%) | |
| 3699 | 1.020 | $1.003 | $1.004 (-0.104%) | $0.999(0.422%) | |
| 3700 | 1.019 | $1.005 | $1.005 (-0.018%) | $0.999(0.575%) | |
| 3701 | 1.017 | $1.006 | $1.005 (0.074%) | $0.999(0.724%) | |
| 3702 | 1.020 | $1.008 | $1.006 (0.167%) | $0.999(0.883%) | |
| 3703 | 1.020 | $1.009 | $1.007 (0.260%) | $0.999(1.040%) | |
| 3704 | 1.020 | $1.011 | $1.007 (0.352%) | $0.999(1.194%) | |
| 3705 | 1.011 | $1.011 | $1.007 (0.401%) | $0.999(1.262%) | |
| 3706 | 1.010 | $1.012 | $1.008 (0.490%) | $0.999(1.362%) | |
| 3707 | 1.009 | $1.013 | $1.008 (0.540%) | $0.999(1.419%) | |
| 3708 | 1.008 | $1.014 | $1.008 (0.610%) | $0.999(1.494%) | |
| 3709 | 1.000 | $1.014 | $1.007 (0.654%) | $0.999(1.503%) | |
| 3710 | 1.007 | $1.014 | $1.007 (0.653%) | $0.999(1.501%) | |
| 3711 | 1.000 | $1.014 | $1.007 (0.666%) | $0.999(1.478%) | |
| 3712 | 1.002 | $1.014 | $1.007 (0.689%) | $0.999(1.478%) | |
| 3713 | 1.000 | $1.013 | $1.006 (0.664%) | $0.999(1.420%) | |
| 3714 | 0.998 | $1.012 | $1.006 (0.600%) | $0.999(1.317%) | |
| 3715 | 0.994 | $1.011 | $1.005 (0.525%) | $0.999(1.188%) | |
| 3716 | 1.001 | $1.010 | $1.005 (0.451%) | $0.999(1.094%) | |
| 3717 | 0.994 | $1.008 | $1.005 (0.373%) | $0.999(0.963%) | |
| 3718 | 0.984 | $1.007 | $1.004 (0.288%) | $0.999(0.783%) | |
| 3719 | 0.980 | $1.005 | $1.003 (0.197%) | $0.999(0.583%) | |
| 3720 | 0.981 | $1.003 | $1.002 (0.106%) | $0.999(0.394%) | |
| 3721 | 0.982 | $1.001 | $1.001 (0.021%) | $0.999(0.221%) | |
| 3722 | 0.985 | $0.999 | $1.000 (-0.081%) | $0.999(0.048%) | |
| 3723 | 0.980 | $0.997 | $0.999 (-0.190%) | $0.999(-0.152%) | |
| 3724 | 0.980 | $0.995 | $0.998 (-0.303%) | $0.999(-0.351%) | |
| 3725 | 0.980 | $0.994 | $0.998 (-0.377%) | $0.999(-0.508%) | |
| 3726 | 0.986 | $0.993 | $0.997 (-0.445%) | $0.999(-0.627%) | |
| 3727 | 0.980 | $0.991 | $0.996 (-0.513%) | $0.999(-0.772%) | |
| 3728 | 0.980 | $0.990 | $0.995 (-0.582%) | $0.999(-0.914%) | |
| 3729 | 0.988 | $0.989 | $0.995 (-0.609%) | $0.999(-0.973%) | |
| 3730 | 0.985 | $0.988 | $0.995 (-0.673%) | $0.999(-1.081%) | |
| 3731 | 0.980 | $0.987 | $0.994 (-0.704%) | $0.999(-1.178%) | |
| 3732 | 0.980 | $0.986 | $0.993 (-0.750%) | $0.999(-1.286%) | |
| 3733 | 0.980 | $0.985 | $0.993 (-0.789%) | $0.999(-1.384%) | |
| 3734 | 0.980 | $0.984 | $0.992 (-0.820%) | $0.999(-1.472%) | |
| 3735 | 0.981 | $0.983 | $0.992 (-0.836%) | $0.999(-1.540%) | |
| 3736 | 0.980 | $0.982 | $0.991 (-0.890%) | $0.999(-1.645%) | |
| 3737 | 0.981 | $0.982 | $0.991 (-0.908%) | $0.999(-1.711%) | |
| 3738 | 0.980 | $0.981 | $0.990 (-0.880%) | $0.999(-1.730%) | |
| 3739 | 0.980 | $0.981 | $0.990 (-0.833%) | $0.999(-1.730%) | |
| 3740 | 0.980 | $0.981 | $0.989 (-0.793%) | $0.999(-1.733%) | |
| 3741 | 0.981 | $0.981 | $0.989 (-0.762%) | $0.999(-1.739%) | |
| 3742 | 0.989 | $0.982 | $0.989 (-0.745%) | $0.999(-1.721%) | |
| 3743 | 0.985 | $0.982 | $0.989 (-0.701%) | $0.999(-1.694%) | |
| 3744 | 0.984 | $0.982 | $0.989 (-0.659%) | $0.999(-1.673%) | |
| 3745 | 0.985 | $0.982 | $0.988 (-0.618%) | $0.999(-1.650%) | |
| 3746 | 0.989 | $0.982 | $0.988 (-0.605%) | $0.999(-1.632%) | |
| 3747 | 0.987 | $0.983 | $0.988 (-0.564%) | $0.999(-1.598%) | |
| 3748 | 0.985 | $0.983 | $0.988 (-0.523%) | $0.999(-1.572%) | |
| 3749 | 0.983 | $0.983 | $0.988 (-0.525%) | $0.999(-1.597%) | |
| 3750 | 0.982 | $0.983 | $0.988 (-0.515%) | $0.999(-1.616%) | |
| 3751 | 0.984 | $0.983 | $0.988 (-0.478%) | $0.999(-1.593%) | |
| 3752 | 0.982 | $0.983 | $0.987 (-0.444%) | $0.999(-1.585%) | |
| 3753 | 0.980 | $0.983 | $0.987 (-0.410%) | $0.999(-1.584%) | |
| 3754 | 0.987 | $0.983 | $0.987 (-0.375%) | $0.999(-1.548%) | |
| 3755 | 0.982 | $0.983 | $0.987 (-0.347%) | $0.999(-1.543%) | |
| 3756 | 0.984 | $0.983 | $0.987 (-0.314%) | $0.999(-1.525%) | |
| 3757 | 0.980 | $0.983 | $0.986 (-0.287%) | $0.999(-1.528%) | |
| 3758 | 0.980 | $0.983 | $0.986 (-0.258%) | $0.999(-1.527%) | |
| 3759 | 0.980 | $0.983 | $0.986 (-0.231%) | $0.999(-1.527%) | |
| 3760 | 0.980 | $0.983 | $0.985 (-0.204%) | $0.999(-1.526%) | |
| 3761 | 0.980 | $0.983 | $0.985 (-0.185%) | $0.999(-1.532%) | |
| 3762 | 0.986 | $0.983 | $0.985 (-0.204%) | $0.999(-1.547%) | |
| 3763 | 0.986 | $0.983 | $0.985 (-0.204%) | $0.999(-1.544%) | |
| 3764 | 0.980 | $0.983 | $0.985 (-0.201%) | $0.999(-1.565%) | |
| 3765 | 0.989 | $0.983 | $0.985 (-0.197%) | $0.999(-1.543%) | |
| 3766 | 0.986 | $0.983 | $0.985 (-0.218%) | $0.999(-1.561%) | |
| 3767 | 0.992 | $0.983 | $0.986 (-0.222%) | $0.999(-1.534%) | |
| 3768 | 1.000 | $0.984 | $0.986 (-0.214%) | $0.999(-1.460%) | |
| 3769 | 0.998 | $0.985 | $0.987 (-0.192%) | $0.999(-1.383%) | |
| 3770 | 1.000 | $0.986 | $0.987 (-0.160%) | $0.999(-1.291%) | |
| 3771 | 0.995 | $0.986 | $0.988 (-0.141%) | $0.999(-1.236%) | |
| 3772 | 1.001 | $0.987 | $0.988 (-0.105%) | $0.999(-1.138%) | |
| 3773 | 1.001 | $0.988 | $0.989 (-0.057%) | $0.999(-1.032%) | |
| 3774 | 0.999 | $0.989 | $0.989 (-0.043%) | $0.999(-0.972%) | |
| 3775 | 0.999 | $0.990 | $0.990 (0.000%) | $0.999(-0.887%) | |
| 3776 | 1.002 | $0.991 | $0.990 (0.037%) | $0.999(-0.795%) | |
| 3777 | 1.006 | $0.992 | $0.991 (0.096%) | $0.999(-0.664%) | |
| 3778 | 1.006 | $0.993 | $0.992 (0.159%) | $0.999(-0.532%) | |
| 3779 | 1.016 | $0.995 | $0.993 (0.229%) | $0.999(-0.351%) | |
| 3780 | 1.018 | $0.997 | $0.994 (0.305%) | $0.999(-0.161%) | |
| 3781 | 1.013 | $0.999 | $0.995 (0.384%) | $0.999(0.004%) | |
| 3782 | 1.020 | $1.000 | $0.996 (0.440%) | $0.999(0.172%) | |
| 3783 | 1.020 | $1.002 | $0.997 (0.503%) | $0.999(0.343%) | |
| 3784 | 1.020 | $1.004 | $0.998 (0.598%) | $0.999(0.543%) | |
| 3785 | 1.020 | $1.006 | $0.999 (0.654%) | $0.999(0.698%) | |
| 3786 | 1.020 | $1.007 | $1.000 (0.730%) | $0.999(0.869%) | |
| 3787 | 1.020 | $1.009 | $1.001 (0.778%) | $0.999(1.008%) | |
| 3788 | 1.020 | $1.010 | $1.002 (0.790%) | $0.999(1.107%) | |
| 3789 | 1.011 | $1.010 | $1.002 (0.812%) | $0.999(1.169%) | |
| 3790 | 1.012 | $1.011 | $1.003 (0.827%) | $0.999(1.230%) | |
| 3791 | 1.020 | $1.012 | $1.003 (0.871%) | $0.999(1.352%) | |
| 3792 | 1.010 | $1.013 | $1.004 (0.884%) | $0.999(1.397%) | |
| 3793 | 1.007 | $1.013 | $1.004 (0.899%) | $0.999(1.424%) | |
| 3794 | 1.001 | $1.013 | $1.004 (0.921%) | $0.999(1.431%) | |
| 3795 | 0.997 | $1.013 | $1.003 (0.944%) | $0.999(1.425%) | |
| 3796 | 0.993 | $1.013 | $1.003 (0.948%) | $0.999(1.380%) | |
| 3797 | 1.002 | $1.012 | $1.003 (0.931%) | $0.999(1.357%) | |
| 3798 | 0.996 | $1.012 | $1.003 (0.911%) | $0.999(1.303%) | |
| 3799 | 0.990 | $1.010 | $1.002 (0.837%) | $0.999(1.172%) | |
| Total of Ltd Ma Variations: -5.123 | Total of Std ma variations: 10.443 |