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 | 1.009 | $1.002 | $1.005 (-0.297%) | $1.001(0.175%) | |
| 3601 | 1.011 | $1.002 | $1.006 (-0.368%) | $1.001(0.128%) | |
| 3602 | 1.018 | $1.002 | $1.006 (-0.419%) | $1.001(0.135%) | |
| 3603 | 1.012 | $1.002 | $1.006 (-0.439%) | $1.001(0.141%) | |
| 3604 | 1.005 | $1.001 | $1.006 (-0.499%) | $1.001(0.077%) | |
| 3605 | 1.002 | $1.001 | $1.006 (-0.527%) | $1.001(0.029%) | |
| 3606 | 1.010 | $1.000 | $1.006 (-0.582%) | $1.001(-0.011%) | |
| 3607 | 1.010 | $1.000 | $1.006 (-0.594%) | $1.001(-0.006%) | |
| 3608 | 1.005 | $1.001 | $1.006 (-0.578%) | $1.001(0.001%) | |
| 3609 | 1.011 | $1.001 | $1.007 (-0.519%) | $1.001(0.083%) | |
| 3610 | 1.017 | $1.002 | $1.007 (-0.468%) | $1.001(0.183%) | |
| 3611 | 1.010 | $1.003 | $1.007 (-0.374%) | $1.001(0.290%) | |
| 3612 | 1.011 | $1.005 | $1.007 (-0.237%) | $1.001(0.444%) | |
| 3613 | 1.016 | $1.007 | $1.008 (-0.097%) | $1.001(0.626%) | |
| 3614 | 1.016 | $1.008 | $1.008 (-0.001%) | $1.001(0.759%) | |
| 3615 | 1.019 | $1.009 | $1.009 (0.053%) | $1.001(0.863%) | |
| 3616 | 1.020 | $1.010 | $1.009 (0.127%) | $1.001(0.989%) | |
| 3617 | 1.020 | $1.011 | $1.010 (0.157%) | $1.001(1.068%) | |
| 3618 | 1.020 | $1.012 | $1.010 (0.202%) | $1.001(1.160%) | |
| 3619 | 1.020 | $1.013 | $1.011 (0.251%) | $1.001(1.253%) | |
| 3620 | 1.020 | $1.014 | $1.011 (0.265%) | $1.001(1.310%) | |
| 3621 | 1.015 | $1.014 | $1.011 (0.269%) | $1.001(1.332%) | |
| 3622 | 1.009 | $1.013 | $1.011 (0.232%) | $1.001(1.283%) | |
| 3623 | 1.000 | $1.013 | $1.011 (0.222%) | $1.001(1.223%) | |
| 3624 | 1.007 | $1.013 | $1.010 (0.246%) | $1.001(1.229%) | |
| 3625 | 1.001 | $1.013 | $1.010 (0.284%) | $1.001(1.226%) | |
| 3626 | 0.993 | $1.012 | $1.009 (0.278%) | $1.001(1.145%) | |
| 3627 | 0.988 | $1.011 | $1.008 (0.265%) | $1.001(1.035%) | |
| 3628 | 0.987 | $1.010 | $1.007 (0.274%) | $1.001(0.948%) | |
| 3629 | 0.991 | $1.009 | $1.007 (0.247%) | $1.001(0.848%) | |
| 3630 | 0.988 | $1.008 | $1.006 (0.185%) | $1.001(0.700%) | |
| 3631 | 0.980 | $1.006 | $1.005 (0.153%) | $1.001(0.551%) | |
| 3632 | 0.980 | $1.005 | $1.003 (0.110%) | $1.001(0.397%) | |
| 3633 | 0.980 | $1.003 | $1.002 (0.035%) | $1.001(0.215%) | |
| 3634 | 0.980 | $1.001 | $1.001 (-0.043%) | $1.001(0.036%) | |
| 3635 | 0.990 | $0.999 | $1.001 (-0.138%) | $1.001(-0.110%) | |
| 3636 | 0.994 | $0.998 | $1.001 (-0.237%) | $1.001(-0.238%) | |
| 3637 | 0.999 | $0.997 | $1.000 (-0.334%) | $1.001(-0.342%) | |
| 3638 | 1.004 | $0.996 | $1.001 (-0.430%) | $1.001(-0.423%) | |
| 3639 | 1.002 | $0.995 | $1.001 (-0.527%) | $1.001(-0.514%) | |
| 3640 | 1.010 | $0.995 | $1.001 (-0.618%) | $1.001(-0.563%) | |
| 3641 | 1.007 | $0.995 | $1.001 (-0.685%) | $1.001(-0.602%) | |
| 3642 | 0.997 | $0.994 | $1.001 (-0.723%) | $1.001(-0.658%) | |
| 3643 | 0.992 | $0.994 | $1.001 (-0.723%) | $1.001(-0.698%) | |
| 3644 | 0.999 | $0.993 | $1.001 (-0.753%) | $1.001(-0.736%) | |
| 3645 | 1.009 | $0.994 | $1.001 (-0.752%) | $1.001(-0.699%) | |
| 3646 | 1.003 | $0.994 | $1.001 (-0.713%) | $1.001(-0.653%) | |
| 3647 | 1.003 | $0.995 | $1.001 (-0.645%) | $1.001(-0.577%) | |
| 3648 | 0.997 | $0.995 | $1.001 (-0.577%) | $1.001(-0.527%) | |
| 3649 | 0.992 | $0.995 | $1.001 (-0.532%) | $1.001(-0.522%) | |
| 3650 | 0.994 | $0.996 | $1.000 (-0.470%) | $1.001(-0.489%) | |
| 3651 | 0.986 | $0.996 | $1.000 (-0.375%) | $1.001(-0.459%) | |
| 3652 | 0.989 | $0.996 | $0.999 (-0.281%) | $1.001(-0.414%) | |
| 3653 | 0.984 | $0.997 | $0.999 (-0.192%) | $1.001(-0.394%) | |
| 3654 | 0.980 | $0.997 | $0.998 (-0.108%) | $1.001(-0.393%) | |
| 3655 | 0.980 | $0.996 | $0.997 (-0.077%) | $1.001(-0.442%) | |
| 3656 | 0.980 | $0.995 | $0.996 (-0.072%) | $1.001(-0.513%) | |
| 3657 | 0.983 | $0.995 | $0.996 (-0.094%) | $1.001(-0.595%) | |
| 3658 | 0.993 | $0.994 | $0.995 (-0.137%) | $1.001(-0.650%) | |
| 3659 | 0.996 | $0.994 | $0.995 (-0.169%) | $1.001(-0.680%) | |
| 3660 | 0.991 | $0.993 | $0.995 (-0.246%) | $1.001(-0.776%) | |
| 3661 | 0.988 | $0.992 | $0.995 (-0.310%) | $1.001(-0.870%) | |
| 3662 | 0.982 | $0.991 | $0.994 (-0.328%) | $1.001(-0.945%) | |
| 3663 | 0.980 | $0.990 | $0.994 (-0.324%) | $1.001(-1.005%) | |
| 3664 | 0.988 | $0.990 | $0.993 (-0.354%) | $1.001(-1.061%) | |
| 3665 | 0.991 | $0.989 | $0.993 (-0.432%) | $1.001(-1.148%) | |
| 3666 | 0.991 | $0.988 | $0.993 (-0.480%) | $1.001(-1.204%) | |
| 3667 | 0.997 | $0.988 | $0.993 (-0.528%) | $1.001(-1.232%) | |
| 3668 | 1.007 | $0.989 | $0.994 (-0.541%) | $1.001(-1.186%) | |
| 3669 | 1.005 | $0.989 | $0.995 (-0.526%) | $1.001(-1.123%) | |
| 3670 | 0.997 | $0.989 | $0.995 (-0.524%) | $1.001(-1.111%) | |
| 3671 | 1.005 | $0.990 | $0.995 (-0.476%) | $1.001(-1.018%) | |
| 3672 | 0.995 | $0.991 | $0.995 (-0.444%) | $1.001(-0.988%) | |
| 3673 | 1.003 | $0.992 | $0.995 (-0.385%) | $1.001(-0.891%) | |
| 3674 | 1.010 | $0.993 | $0.996 (-0.301%) | $1.001(-0.743%) | |
| 3675 | 1.017 | $0.995 | $0.997 (-0.211%) | $1.001(-0.561%) | |
| 3676 | 1.020 | $0.997 | $0.998 (-0.115%) | $1.001(-0.361%) | |
| 3677 | 1.020 | $0.999 | $0.999 (-0.029%) | $1.001(-0.177%) | |
| 3678 | 1.020 | $1.000 | $1.000 (0.012%) | $1.001(-0.041%) | |
| 3679 | 1.020 | $1.001 | $1.001 (0.043%) | $1.001(0.080%) | |
| 3680 | 1.012 | $1.002 | $1.001 (0.097%) | $1.001(0.186%) | |
| 3681 | 1.005 | $1.003 | $1.002 (0.163%) | $1.001(0.266%) | |
| 3682 | 1.008 | $1.004 | $1.002 (0.262%) | $1.001(0.393%) | |
| 3683 | 1.010 | $1.006 | $1.002 (0.374%) | $1.001(0.544%) | |
| 3684 | 1.002 | $1.007 | $1.002 (0.447%) | $1.001(0.614%) | |
| 3685 | 0.996 | $1.007 | $1.002 (0.498%) | $1.001(0.635%) | |
| 3686 | 0.994 | $1.007 | $1.002 (0.547%) | $1.001(0.647%) | |
| 3687 | 0.986 | $1.006 | $1.001 (0.561%) | $1.001(0.592%) | |
| 3688 | 0.991 | $1.006 | $1.000 (0.528%) | $1.001(0.514%) | |
| 3689 | 0.994 | $1.005 | $1.000 (0.504%) | $1.001(0.462%) | |
| 3690 | 0.998 | $1.005 | $1.000 (0.520%) | $1.001(0.469%) | |
| 3691 | 0.999 | $1.005 | $1.000 (0.497%) | $1.001(0.442%) | |
| 3692 | 0.990 | $1.005 | $1.000 (0.519%) | $1.001(0.417%) | |
| 3693 | 0.982 | $1.004 | $0.999 (0.492%) | $1.001(0.309%) | |
| 3694 | 0.983 | $1.002 | $0.998 (0.430%) | $1.001(0.179%) | |
| 3695 | 0.980 | $1.000 | $0.997 (0.329%) | $1.001(-0.004%) | |
| 3696 | 0.980 | $0.998 | $0.996 (0.207%) | $1.001(-0.203%) | |
| 3697 | 0.980 | $0.996 | $0.996 (0.081%) | $1.001(-0.402%) | |
| 3698 | 0.983 | $0.995 | $0.995 (-0.047%) | $1.000(-0.587%) | |
| 3699 | 0.980 | $0.993 | $0.994 (-0.179%) | $1.000(-0.786%) | |
| 3700 | 0.987 | $0.991 | $0.994 (-0.272%) | $1.000(-0.910%) | |
| 3701 | 0.981 | $0.990 | $0.994 (-0.331%) | $1.000(-1.026%) | |
| 3702 | 0.981 | $0.989 | $0.993 (-0.409%) | $1.000(-1.158%) | |
| 3703 | 0.990 | $0.988 | $0.993 (-0.497%) | $1.000(-1.260%) | |
| 3704 | 0.991 | $0.987 | $0.993 (-0.543%) | $1.000(-1.314%) | |
| 3705 | 0.983 | $0.987 | $0.992 (-0.563%) | $1.000(-1.379%) | |
| 3706 | 0.980 | $0.986 | $0.992 (-0.576%) | $1.000(-1.447%) | |
| 3707 | 0.982 | $0.986 | $0.991 (-0.553%) | $1.000(-1.466%) | |
| 3708 | 0.992 | $0.986 | $0.991 (-0.551%) | $1.000(-1.459%) | |
| 3709 | 0.992 | $0.986 | $0.991 (-0.566%) | $1.000(-1.472%) | |
| 3710 | 0.999 | $0.986 | $0.992 (-0.596%) | $1.000(-1.469%) | |
| 3711 | 1.001 | $0.986 | $0.992 (-0.630%) | $1.000(-1.461%) | |
| 3712 | 1.005 | $0.987 | $0.993 (-0.611%) | $1.000(-1.382%) | |
| 3713 | 0.998 | $0.987 | $0.993 (-0.553%) | $1.000(-1.300%) | |
| 3714 | 0.997 | $0.988 | $0.993 (-0.503%) | $1.000(-1.234%) | |
| 3715 | 0.993 | $0.989 | $0.993 (-0.437%) | $1.000(-1.168%) | |
| 3716 | 0.989 | $0.989 | $0.993 (-0.374%) | $1.000(-1.124%) | |
| 3717 | 0.997 | $0.990 | $0.993 (-0.307%) | $1.000(-1.041%) | |
| 3718 | 0.989 | $0.990 | $0.993 (-0.258%) | $1.000(-1.010%) | |
| 3719 | 0.997 | $0.991 | $0.993 (-0.191%) | $1.000(-0.923%) | |
| 3720 | 1.001 | $0.992 | $0.993 (-0.159%) | $1.000(-0.855%) | |
| 3721 | 0.993 | $0.993 | $0.993 (-0.097%) | $1.000(-0.793%) | |
| 3722 | 0.995 | $0.993 | $0.994 (-0.035%) | $1.000(-0.727%) | |
| 3723 | 0.985 | $0.993 | $0.993 (-0.020%) | $1.000(-0.752%) | |
| 3724 | 0.985 | $0.993 | $0.993 (-0.012%) | $1.000(-0.779%) | |
| 3725 | 0.994 | $0.993 | $0.993 (0.040%) | $1.000(-0.721%) | |
| 3726 | 0.985 | $0.993 | $0.992 (0.101%) | $1.000(-0.698%) | |
| 3727 | 0.980 | $0.993 | $0.992 (0.146%) | $1.000(-0.709%) | |
| 3728 | 0.980 | $0.993 | $0.991 (0.138%) | $1.000(-0.770%) | |
| 3729 | 0.980 | $0.992 | $0.991 (0.131%) | $1.000(-0.828%) | |
| 3730 | 0.980 | $0.991 | $0.990 (0.087%) | $1.000(-0.920%) | |
| 3731 | 0.985 | $0.990 | $0.990 (0.032%) | $1.000(-1.000%) | |
| 3732 | 0.993 | $0.990 | $0.990 (-0.045%) | $1.000(-1.062%) | |
| 3733 | 0.998 | $0.990 | $0.991 (-0.082%) | $1.000(-1.064%) | |
| 3734 | 0.990 | $0.989 | $0.991 (-0.113%) | $1.000(-1.097%) | |
| 3735 | 0.996 | $0.990 | $0.991 (-0.123%) | $1.000(-1.081%) | |
| 3736 | 1.005 | $0.990 | $0.991 (-0.105%) | $1.000(-0.997%) | |
| 3737 | 1.004 | $0.991 | $0.992 (-0.126%) | $1.000(-0.963%) | |
| 3738 | 1.006 | $0.992 | $0.993 (-0.105%) | $1.000(-0.878%) | |
| 3739 | 1.010 | $0.992 | $0.993 (-0.120%) | $1.000(-0.817%) | |
| 3740 | 1.013 | $0.993 | $0.994 (-0.151%) | $1.000(-0.758%) | |
| 3741 | 1.009 | $0.994 | $0.995 (-0.139%) | $1.000(-0.679%) | |
| 3742 | 1.012 | $0.994 | $0.996 (-0.129%) | $1.000(-0.591%) | |
| 3743 | 1.011 | $0.996 | $0.996 (-0.066%) | $1.000(-0.459%) | |
| 3744 | 1.013 | $0.997 | $0.997 (-0.002%) | $1.000(-0.319%) | |
| 3745 | 1.007 | $0.998 | $0.998 (0.018%) | $1.000(-0.253%) | |
| 3746 | 1.012 | $0.999 | $0.998 (0.090%) | $1.000(-0.114%) | |
| 3747 | 1.005 | $1.001 | $0.999 (0.185%) | $1.000(0.012%) | |
| 3748 | 0.999 | $1.002 | $0.999 (0.279%) | $1.000(0.110%) | |
| 3749 | 0.995 | $1.002 | $0.999 (0.371%) | $1.000(0.185%) | |
| 3750 | 0.999 | $1.003 | $0.999 (0.465%) | $1.000(0.282%) | |
| 3751 | 0.996 | $1.004 | $0.998 (0.532%) | $1.000(0.338%) | |
| 3752 | 0.997 | $1.004 | $0.998 (0.559%) | $1.000(0.357%) | |
| 3753 | 0.992 | $1.004 | $0.998 (0.559%) | $1.000(0.326%) | |
| 3754 | 0.998 | $1.004 | $0.998 (0.600%) | $1.000(0.366%) | |
| 3755 | 0.993 | $1.004 | $0.998 (0.607%) | $1.000(0.351%) | |
| 3756 | 0.999 | $1.004 | $0.998 (0.570%) | $1.000(0.320%) | |
| 3757 | 0.995 | $1.003 | $0.998 (0.540%) | $1.000(0.277%) | |
| 3758 | 0.986 | $1.002 | $0.997 (0.493%) | $1.000(0.178%) | |
| 3759 | 0.985 | $1.001 | $0.997 (0.426%) | $1.000(0.057%) | |
| 3760 | 0.986 | $1.000 | $0.996 (0.339%) | $1.000(-0.079%) | |
| 3761 | 0.993 | $0.999 | $0.996 (0.272%) | $1.000(-0.161%) | |
| 3762 | 0.985 | $0.997 | $0.996 (0.186%) | $1.000(-0.295%) | |
| 3763 | 0.991 | $0.996 | $0.995 (0.106%) | $1.000(-0.397%) | |
| 3764 | 0.994 | $0.995 | $0.995 (0.015%) | $1.000(-0.495%) | |
| 3765 | 0.990 | $0.995 | $0.995 (-0.049%) | $1.000(-0.585%) | |
| 3766 | 0.985 | $0.993 | $0.995 (-0.141%) | $1.000(-0.720%) | |
| 3767 | 0.988 | $0.992 | $0.994 (-0.198%) | $1.000(-0.805%) | |
| 3768 | 0.991 | $0.992 | $0.994 (-0.225%) | $1.000(-0.848%) | |
| 3769 | 0.986 | $0.991 | $0.994 (-0.234%) | $1.000(-0.895%) | |
| 3770 | 0.980 | $0.990 | $0.993 (-0.269%) | $1.000(-0.991%) | |
| 3771 | 0.980 | $0.990 | $0.993 (-0.290%) | $1.000(-1.071%) | |
| 3772 | 0.982 | $0.989 | $0.992 (-0.316%) | $1.000(-1.146%) | |
| 3773 | 0.982 | $0.988 | $0.992 (-0.319%) | $1.000(-1.196%) | |
| 3774 | 0.990 | $0.988 | $0.991 (-0.352%) | $1.000(-1.237%) | |
| 3775 | 0.986 | $0.988 | $0.991 (-0.364%) | $1.000(-1.273%) | |
| 3776 | 0.995 | $0.987 | $0.991 (-0.402%) | $1.000(-1.293%) | |
| 3777 | 1.000 | $0.988 | $0.992 (-0.416%) | $1.000(-1.267%) | |
| 3778 | 1.002 | $0.988 | $0.992 (-0.383%) | $1.000(-1.189%) | |
| 3779 | 1.007 | $0.990 | $0.993 (-0.341%) | $1.000(-1.082%) | |
| 3780 | 1.003 | $0.990 | $0.993 (-0.300%) | $1.000(-0.993%) | |
| 3781 | 0.995 | $0.990 | $0.993 (-0.296%) | $1.000(-0.984%) | |
| 3782 | 0.996 | $0.991 | $0.994 (-0.255%) | $1.000(-0.933%) | |
| 3783 | 1.003 | $0.992 | $0.994 (-0.236%) | $1.000(-0.872%) | |
| 3784 | 1.000 | $0.992 | $0.994 (-0.232%) | $1.000(-0.842%) | |
| 3785 | 1.004 | $0.993 | $0.995 (-0.203%) | $1.000(-0.768%) | |
| 3786 | 1.000 | $0.993 | $0.995 (-0.154%) | $1.000(-0.696%) | |
| 3787 | 0.994 | $0.994 | $0.995 (-0.121%) | $1.000(-0.669%) | |
| 3788 | 1.000 | $0.994 | $0.995 (-0.098%) | $1.000(-0.624%) | |
| 3789 | 0.998 | $0.995 | $0.995 (-0.050%) | $1.000(-0.561%) | |
| 3790 | 1.005 | $0.996 | $0.996 (0.031%) | $1.000(-0.437%) | |
| 3791 | 1.013 | $0.998 | $0.996 (0.118%) | $1.000(-0.272%) | |
| 3792 | 1.020 | $1.000 | $0.997 (0.203%) | $1.000(-0.083%) | |
| 3793 | 1.020 | $1.001 | $0.999 (0.292%) | $1.000(0.108%) | |
| 3794 | 1.018 | $1.003 | $0.999 (0.346%) | $1.000(0.249%) | |
| 3795 | 1.016 | $1.004 | $1.000 (0.420%) | $1.000(0.401%) | |
| 3796 | 1.020 | $1.006 | $1.001 (0.453%) | $1.000(0.524%) | |
| 3797 | 1.020 | $1.007 | $1.002 (0.466%) | $1.000(0.623%) | |
| 3798 | 1.012 | $1.007 | $1.002 (0.470%) | $1.000(0.671%) | |
| 3799 | 1.014 | $1.007 | $1.003 (0.454%) | $1.000(0.708%) | |
| Total of Ltd Ma Variations: -18.272 | Total of Std ma variations: -67.703 |