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 | 0.990 | $0.988 | $0.989 (-0.181%) | $1.002(-1.439%) | |
| 3601 | 0.986 | $0.988 | $0.989 (-0.168%) | $1.002(-1.441%) | |
| 3602 | 0.988 | $0.988 | $0.989 (-0.129%) | $1.002(-1.407%) | |
| 3603 | 0.980 | $0.988 | $0.989 (-0.110%) | $1.002(-1.428%) | |
| 3604 | 0.986 | $0.988 | $0.989 (-0.067%) | $1.002(-1.397%) | |
| 3605 | 0.984 | $0.988 | $0.988 (-0.034%) | $1.002(-1.386%) | |
| 3606 | 0.982 | $0.988 | $0.988 (0.006%) | $1.002(-1.376%) | |
| 3607 | 0.980 | $0.988 | $0.988 (0.043%) | $1.002(-1.375%) | |
| 3608 | 0.980 | $0.988 | $0.987 (0.071%) | $1.002(-1.382%) | |
| 3609 | 0.980 | $0.988 | $0.987 (0.061%) | $1.002(-1.425%) | |
| 3610 | 0.980 | $0.988 | $0.987 (0.079%) | $1.002(-1.438%) | |
| 3611 | 0.980 | $0.988 | $0.986 (0.110%) | $1.002(-1.437%) | |
| 3612 | 0.980 | $0.987 | $0.986 (0.096%) | $1.002(-1.480%) | |
| 3613 | 0.983 | $0.986 | $0.986 (0.031%) | $1.002(-1.558%) | |
| 3614 | 0.987 | $0.986 | $0.986 (-0.016%) | $1.002(-1.600%) | |
| 3615 | 0.980 | $0.985 | $0.986 (-0.073%) | $1.002(-1.684%) | |
| 3616 | 0.981 | $0.984 | $0.986 (-0.156%) | $1.002(-1.788%) | |
| 3617 | 0.988 | $0.984 | $0.986 (-0.206%) | $1.002(-1.824%) | |
| 3618 | 0.980 | $0.983 | $0.985 (-0.246%) | $1.002(-1.888%) | |
| 3619 | 0.989 | $0.983 | $0.986 (-0.241%) | $1.002(-1.864%) | |
| 3620 | 0.992 | $0.983 | $0.986 (-0.259%) | $1.002(-1.854%) | |
| 3621 | 0.982 | $0.983 | $0.986 (-0.261%) | $1.002(-1.873%) | |
| 3622 | 0.980 | $0.983 | $0.985 (-0.277%) | $1.002(-1.914%) | |
| 3623 | 0.990 | $0.983 | $0.986 (-0.248%) | $1.002(-1.865%) | |
| 3624 | 0.989 | $0.983 | $0.986 (-0.249%) | $1.002(-1.850%) | |
| 3625 | 0.992 | $0.984 | $0.986 (-0.236%) | $1.002(-1.810%) | |
| 3626 | 0.997 | $0.984 | $0.987 (-0.210%) | $1.002(-1.734%) | |
| 3627 | 0.993 | $0.985 | $0.987 (-0.173%) | $1.002(-1.668%) | |
| 3628 | 0.996 | $0.986 | $0.987 (-0.134%) | $1.002(-1.589%) | |
| 3629 | 1.000 | $0.987 | $0.988 (-0.092%) | $1.002(-1.490%) | |
| 3630 | 1.010 | $0.988 | $0.989 (-0.043%) | $1.002(-1.341%) | |
| 3631 | 1.011 | $0.990 | $0.990 (0.012%) | $1.002(-1.188%) | |
| 3632 | 1.020 | $0.992 | $0.991 (0.075%) | $1.002(-0.990%) | |
| 3633 | 1.020 | $0.994 | $0.992 (0.129%) | $1.002(-0.806%) | |
| 3634 | 1.019 | $0.995 | $0.994 (0.171%) | $1.002(-0.646%) | |
| 3635 | 1.020 | $0.997 | $0.995 (0.252%) | $1.002(-0.447%) | |
| 3636 | 1.016 | $0.999 | $0.996 (0.333%) | $1.002(-0.270%) | |
| 3637 | 1.020 | $1.001 | $0.997 (0.381%) | $1.002(-0.113%) | |
| 3638 | 1.020 | $1.003 | $0.998 (0.476%) | $1.002(0.086%) | |
| 3639 | 1.020 | $1.004 | $0.999 (0.529%) | $1.002(0.239%) | |
| 3640 | 1.020 | $1.006 | $1.000 (0.574%) | $1.002(0.379%) | |
| 3641 | 1.016 | $1.007 | $1.001 (0.671%) | $1.002(0.550%) | |
| 3642 | 1.019 | $1.009 | $1.002 (0.782%) | $1.002(0.742%) | |
| 3643 | 1.010 | $1.010 | $1.002 (0.844%) | $1.002(0.841%) | |
| 3644 | 1.013 | $1.012 | $1.002 (0.912%) | $1.002(0.961%) | |
| 3645 | 1.016 | $1.013 | $1.003 (0.971%) | $1.002(1.082%) | |
| 3646 | 1.007 | $1.013 | $1.003 (1.002%) | $1.002(1.129%) | |
| 3647 | 1.015 | $1.014 | $1.004 (1.057%) | $1.002(1.239%) | |
| 3648 | 1.020 | $1.016 | $1.004 (1.103%) | $1.002(1.360%) | |
| 3649 | 1.020 | $1.017 | $1.005 (1.131%) | $1.002(1.458%) | |
| 3650 | 1.020 | $1.017 | $1.006 (1.113%) | $1.002(1.508%) | |
| 3651 | 1.020 | $1.018 | $1.006 (1.095%) | $1.002(1.554%) | |
| 3652 | 1.013 | $1.017 | $1.007 (1.032%) | $1.002(1.523%) | |
| 3653 | 1.017 | $1.017 | $1.007 (0.971%) | $1.002(1.509%) | |
| 3654 | 1.020 | $1.017 | $1.008 (0.919%) | $1.002(1.515%) | |
| 3655 | 1.014 | $1.017 | $1.008 (0.861%) | $1.002(1.483%) | |
| 3656 | 1.008 | $1.016 | $1.008 (0.822%) | $1.002(1.443%) | |
| 3657 | 1.007 | $1.016 | $1.008 (0.762%) | $1.002(1.379%) | |
| 3658 | 1.000 | $1.015 | $1.008 (0.700%) | $1.002(1.277%) | |
| 3659 | 0.996 | $1.014 | $1.007 (0.634%) | $1.002(1.157%) | |
| 3660 | 0.990 | $1.012 | $1.006 (0.563%) | $1.002(1.010%) | |
| 3661 | 0.990 | $1.011 | $1.006 (0.507%) | $1.002(0.881%) | |
| 3662 | 0.985 | $1.009 | $1.005 (0.433%) | $1.002(0.711%) | |
| 3663 | 0.990 | $1.008 | $1.004 (0.402%) | $1.002(0.614%) | |
| 3664 | 0.985 | $1.007 | $1.003 (0.348%) | $1.002(0.476%) | |
| 3665 | 0.987 | $1.005 | $1.002 (0.278%) | $1.002(0.333%) | |
| 3666 | 0.993 | $1.005 | $1.002 (0.254%) | $1.002(0.264%) | |
| 3667 | 0.984 | $1.003 | $1.001 (0.179%) | $1.002(0.108%) | |
| 3668 | 0.991 | $1.002 | $1.001 (0.081%) | $1.002(-0.038%) | |
| 3669 | 0.989 | $1.000 | $1.000 (-0.021%) | $1.002(-0.194%) | |
| 3670 | 0.995 | $0.999 | $1.000 (-0.122%) | $1.002(-0.317%) | |
| 3671 | 0.997 | $0.998 | $1.000 (-0.224%) | $1.002(-0.430%) | |
| 3672 | 0.995 | $0.997 | $1.000 (-0.294%) | $1.002(-0.523%) | |
| 3673 | 0.987 | $0.995 | $0.999 (-0.389%) | $1.002(-0.675%) | |
| 3674 | 0.987 | $0.993 | $0.998 (-0.500%) | $1.002(-0.840%) | |
| 3675 | 0.995 | $0.993 | $0.998 (-0.578%) | $1.002(-0.934%) | |
| 3676 | 1.004 | $0.992 | $0.999 (-0.624%) | $1.002(-0.953%) | |
| 3677 | 0.995 | $0.992 | $0.998 (-0.669%) | $1.002(-1.016%) | |
| 3678 | 0.987 | $0.991 | $0.998 (-0.681%) | $1.002(-1.077%) | |
| 3679 | 0.994 | $0.991 | $0.998 (-0.673%) | $1.002(-1.086%) | |
| 3680 | 0.986 | $0.991 | $0.997 (-0.642%) | $1.002(-1.110%) | |
| 3681 | 0.980 | $0.990 | $0.996 (-0.616%) | $1.002(-1.161%) | |
| 3682 | 0.985 | $0.990 | $0.996 (-0.562%) | $1.002(-1.156%) | |
| 3683 | 0.980 | $0.990 | $0.995 (-0.541%) | $1.002(-1.206%) | |
| 3684 | 0.980 | $0.990 | $0.994 (-0.499%) | $1.002(-1.233%) | |
| 3685 | 0.988 | $0.990 | $0.994 (-0.465%) | $1.002(-1.228%) | |
| 3686 | 0.980 | $0.989 | $0.994 (-0.465%) | $1.002(-1.291%) | |
| 3687 | 0.980 | $0.989 | $0.993 (-0.423%) | $1.002(-1.310%) | |
| 3688 | 0.986 | $0.989 | $0.993 (-0.415%) | $1.002(-1.331%) | |
| 3689 | 0.981 | $0.988 | $0.992 (-0.400%) | $1.002(-1.368%) | |
| 3690 | 0.980 | $0.987 | $0.992 (-0.422%) | $1.002(-1.444%) | |
| 3691 | 0.983 | $0.987 | $0.991 (-0.456%) | $1.002(-1.518%) | |
| 3692 | 0.981 | $0.986 | $0.991 (-0.479%) | $1.002(-1.586%) | |
| 3693 | 0.989 | $0.986 | $0.991 (-0.460%) | $1.002(-1.573%) | |
| 3694 | 0.986 | $0.986 | $0.990 (-0.444%) | $1.002(-1.579%) | |
| 3695 | 0.980 | $0.985 | $0.990 (-0.471%) | $1.002(-1.653%) | |
| 3696 | 0.980 | $0.984 | $0.989 (-0.548%) | $1.002(-1.773%) | |
| 3697 | 0.980 | $0.983 | $0.989 (-0.579%) | $1.002(-1.846%) | |
| 3698 | 0.986 | $0.983 | $0.989 (-0.572%) | $1.002(-1.852%) | |
| 3699 | 0.980 | $0.983 | $0.988 (-0.602%) | $1.002(-1.921%) | |
| 3700 | 0.986 | $0.983 | $0.988 (-0.589%) | $1.002(-1.920%) | |
| 3701 | 0.980 | $0.983 | $0.988 (-0.551%) | $1.002(-1.920%) | |
| 3702 | 0.986 | $0.983 | $0.988 (-0.538%) | $1.002(-1.917%) | |
| 3703 | 0.995 | $0.983 | $0.988 (-0.495%) | $1.002(-1.841%) | |
| 3704 | 1.001 | $0.984 | $0.989 (-0.447%) | $1.002(-1.735%) | |
| 3705 | 1.001 | $0.985 | $0.989 (-0.437%) | $1.002(-1.670%) | |
| 3706 | 1.003 | $0.986 | $0.990 (-0.383%) | $1.002(-1.557%) | |
| 3707 | 1.010 | $0.988 | $0.991 (-0.323%) | $1.002(-1.405%) | |
| 3708 | 1.004 | $0.989 | $0.991 (-0.294%) | $1.002(-1.319%) | |
| 3709 | 0.997 | $0.989 | $0.992 (-0.239%) | $1.002(-1.238%) | |
| 3710 | 0.990 | $0.990 | $0.992 (-0.181%) | $1.002(-1.187%) | |
| 3711 | 0.983 | $0.990 | $0.991 (-0.139%) | $1.002(-1.183%) | |
| 3712 | 0.980 | $0.990 | $0.991 (-0.093%) | $1.002(-1.188%) | |
| 3713 | 0.980 | $0.989 | $0.990 (-0.090%) | $1.002(-1.233%) | |
| 3714 | 0.981 | $0.989 | $0.990 (-0.070%) | $1.002(-1.257%) | |
| 3715 | 0.980 | $0.989 | $0.989 (-0.025%) | $1.002(-1.256%) | |
| 3716 | 0.985 | $0.989 | $0.989 (0.021%) | $1.002(-1.229%) | |
| 3717 | 0.983 | $0.990 | $0.989 (0.065%) | $1.002(-1.212%) | |
| 3718 | 0.980 | $0.989 | $0.989 (0.076%) | $1.002(-1.241%) | |
| 3719 | 0.987 | $0.990 | $0.988 (0.118%) | $1.002(-1.206%) | |
| 3720 | 0.980 | $0.989 | $0.988 (0.128%) | $1.002(-1.234%) | |
| 3721 | 0.980 | $0.989 | $0.988 (0.166%) | $1.002(-1.233%) | |
| 3722 | 0.980 | $0.989 | $0.987 (0.171%) | $1.002(-1.262%) | |
| 3723 | 0.985 | $0.989 | $0.987 (0.131%) | $1.002(-1.310%) | |
| 3724 | 0.986 | $0.988 | $0.987 (0.060%) | $1.002(-1.388%) | |
| 3725 | 0.980 | $0.987 | $0.987 (-0.014%) | $1.002(-1.492%) | |
| 3726 | 0.980 | $0.986 | $0.987 (-0.096%) | $1.002(-1.604%) | |
| 3727 | 0.980 | $0.984 | $0.986 (-0.221%) | $1.002(-1.756%) | |
| 3728 | 0.980 | $0.983 | $0.986 (-0.312%) | $1.002(-1.874%) | |
| 3729 | 0.982 | $0.982 | $0.986 (-0.371%) | $1.002(-1.949%) | |
| 3730 | 0.985 | $0.982 | $0.986 (-0.394%) | $1.002(-1.974%) | |
| 3731 | 0.994 | $0.982 | $0.986 (-0.377%) | $1.002(-1.920%) | |
| 3732 | 1.003 | $0.984 | $0.987 (-0.338%) | $1.002(-1.806%) | |
| 3733 | 1.003 | $0.985 | $0.988 (-0.295%) | $1.002(-1.689%) | |
| 3734 | 1.013 | $0.986 | $0.989 (-0.248%) | $1.002(-1.528%) | |
| 3735 | 1.009 | $0.988 | $0.990 (-0.194%) | $1.002(-1.381%) | |
| 3736 | 1.008 | $0.989 | $0.991 (-0.163%) | $1.002(-1.269%) | |
| 3737 | 1.006 | $0.990 | $0.991 (-0.120%) | $1.002(-1.159%) | |
| 3738 | 1.011 | $0.992 | $0.992 (-0.054%) | $1.002(-1.004%) | |
| 3739 | 1.019 | $0.993 | $0.993 (-0.015%) | $1.002(-0.846%) | |
| 3740 | 1.009 | $0.995 | $0.994 (0.059%) | $1.002(-0.699%) | |
| 3741 | 1.014 | $0.996 | $0.995 (0.139%) | $1.002(-0.531%) | |
| 3742 | 1.020 | $0.998 | $0.996 (0.225%) | $1.002(-0.332%) | |
| 3743 | 1.020 | $1.000 | $0.997 (0.290%) | $1.002(-0.160%) | |
| 3744 | 1.015 | $1.002 | $0.998 (0.356%) | $1.002(-0.012%) | |
| 3745 | 1.015 | $1.003 | $0.999 (0.453%) | $1.002(0.163%) | |
| 3746 | 1.010 | $1.005 | $0.999 (0.552%) | $1.002(0.314%) | |
| 3747 | 1.007 | $1.006 | $1.000 (0.652%) | $1.002(0.447%) | |
| 3748 | 1.015 | $1.008 | $1.000 (0.757%) | $1.002(0.622%) | |
| 3749 | 1.020 | $1.010 | $1.001 (0.857%) | $1.002(0.811%) | |
| 3750 | 1.016 | $1.011 | $1.002 (0.943%) | $1.002(0.962%) | |
| 3751 | 1.013 | $1.012 | $1.002 (0.987%) | $1.002(1.058%) | |
| 3752 | 1.005 | $1.012 | $1.003 (0.986%) | $1.002(1.069%) | |
| 3753 | 1.009 | $1.013 | $1.003 (0.984%) | $1.002(1.097%) | |
| 3754 | 1.019 | $1.013 | $1.004 (0.940%) | $1.002(1.124%) | |
| 3755 | 1.020 | $1.014 | $1.004 (0.917%) | $1.002(1.176%) | |
| 3756 | 1.017 | $1.014 | $1.005 (0.905%) | $1.002(1.223%) | |
| 3757 | 1.020 | $1.015 | $1.006 (0.908%) | $1.002(1.295%) | |
| 3758 | 1.020 | $1.015 | $1.006 (0.887%) | $1.002(1.339%) | |
| 3759 | 1.020 | $1.015 | $1.007 (0.831%) | $1.002(1.345%) | |
| 3760 | 1.015 | $1.016 | $1.007 (0.822%) | $1.002(1.375%) | |
| 3761 | 1.015 | $1.016 | $1.008 (0.793%) | $1.002(1.380%) | |
| 3762 | 1.011 | $1.015 | $1.008 (0.733%) | $1.002(1.337%) | |
| 3763 | 1.020 | $1.015 | $1.008 (0.677%) | $1.002(1.335%) | |
| 3764 | 1.013 | $1.015 | $1.009 (0.644%) | $1.002(1.321%) | |
| 3765 | 1.013 | $1.015 | $1.009 (0.613%) | $1.002(1.309%) | |
| 3766 | 1.014 | $1.015 | $1.009 (0.607%) | $1.002(1.327%) | |
| 3767 | 1.007 | $1.015 | $1.009 (0.617%) | $1.002(1.326%) | |
| 3768 | 0.997 | $1.014 | $1.008 (0.582%) | $1.002(1.239%) | |
| 3769 | 1.001 | $1.013 | $1.008 (0.521%) | $1.002(1.146%) | |
| 3770 | 1.003 | $1.013 | $1.008 (0.481%) | $1.002(1.083%) | |
| 3771 | 1.013 | $1.013 | $1.008 (0.456%) | $1.002(1.081%) | |
| 3772 | 1.019 | $1.013 | $1.008 (0.475%) | $1.002(1.147%) | |
| 3773 | 1.011 | $1.013 | $1.009 (0.473%) | $1.002(1.159%) | |
| 3774 | 1.011 | $1.013 | $1.009 (0.425%) | $1.002(1.120%) | |
| 3775 | 1.002 | $1.012 | $1.008 (0.366%) | $1.002(1.029%) | |
| 3776 | 0.998 | $1.011 | $1.008 (0.318%) | $1.002(0.936%) | |
| 3777 | 0.991 | $1.010 | $1.007 (0.251%) | $1.002(0.792%) | |
| 3778 | 0.991 | $1.008 | $1.006 (0.180%) | $1.002(0.650%) | |
| 3779 | 0.988 | $1.007 | $1.006 (0.105%) | $1.002(0.490%) | |
| 3780 | 0.985 | $1.005 | $1.005 (0.047%) | $1.002(0.338%) | |
| 3781 | 0.982 | $1.004 | $1.004 (-0.014%) | $1.002(0.174%) | |
| 3782 | 0.980 | $1.002 | $1.003 (-0.063%) | $1.002(0.019%) | |
| 3783 | 0.986 | $1.000 | $1.002 (-0.157%) | $1.002(-0.151%) | |
| 3784 | 0.980 | $0.999 | $1.001 (-0.221%) | $1.002(-0.314%) | |
| 3785 | 0.986 | $0.997 | $1.000 (-0.287%) | $1.002(-0.446%) | |
| 3786 | 0.987 | $0.996 | $1.000 (-0.362%) | $1.002(-0.580%) | |
| 3787 | 0.986 | $0.995 | $0.999 (-0.404%) | $1.002(-0.680%) | |
| 3788 | 0.980 | $0.994 | $0.998 (-0.406%) | $1.002(-0.767%) | |
| 3789 | 0.989 | $0.993 | $0.998 (-0.426%) | $1.002(-0.827%) | |
| 3790 | 0.993 | $0.993 | $0.998 (-0.454%) | $1.002(-0.874%) | |
| 3791 | 0.998 | $0.992 | $0.998 (-0.531%) | $1.002(-0.949%) | |
| 3792 | 0.998 | $0.991 | $0.998 (-0.637%) | $1.002(-1.053%) | |
| 3793 | 1.001 | $0.991 | $0.998 (-0.705%) | $1.002(-1.104%) | |
| 3794 | 0.993 | $0.990 | $0.997 (-0.773%) | $1.002(-1.191%) | |
| 3795 | 0.990 | $0.989 | $0.997 (-0.798%) | $1.002(-1.248%) | |
| 3796 | 0.990 | $0.989 | $0.997 (-0.808%) | $1.002(-1.288%) | |
| 3797 | 0.986 | $0.989 | $0.996 (-0.785%) | $1.002(-1.314%) | |
| 3798 | 0.989 | $0.988 | $0.996 (-0.764%) | $1.002(-1.324%) | |
| 3799 | 0.998 | $0.989 | $0.996 (-0.721%) | $1.002(-1.273%) | |
| Total of Ltd Ma Variations: 12.539 | Total of Std ma variations: -100.827 |