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 | 0.986 | $0.988 | $0.993 (-0.474%) | $0.999(-1.153%) | |
| 3601 | 0.981 | $0.988 | $0.992 (-0.424%) | $0.999(-1.158%) | |
| 3602 | 0.990 | $0.988 | $0.992 (-0.364%) | $0.999(-1.110%) | |
| 3603 | 0.985 | $0.989 | $0.992 (-0.308%) | $0.999(-1.085%) | |
| 3604 | 0.980 | $0.988 | $0.991 (-0.286%) | $0.999(-1.116%) | |
| 3605 | 0.980 | $0.988 | $0.991 (-0.275%) | $0.999(-1.155%) | |
| 3606 | 0.983 | $0.988 | $0.990 (-0.262%) | $0.999(-1.173%) | |
| 3607 | 0.986 | $0.988 | $0.990 (-0.223%) | $0.999(-1.153%) | |
| 3608 | 0.984 | $0.988 | $0.990 (-0.176%) | $0.999(-1.132%) | |
| 3609 | 0.992 | $0.989 | $0.990 (-0.125%) | $0.999(-1.073%) | |
| 3610 | 0.998 | $0.989 | $0.990 (-0.103%) | $0.999(-1.012%) | |
| 3611 | 1.008 | $0.990 | $0.991 (-0.077%) | $0.999(-0.905%) | |
| 3612 | 1.014 | $0.992 | $0.992 (-0.052%) | $0.999(-0.777%) | |
| 3613 | 1.017 | $0.993 | $0.993 (-0.042%) | $0.999(-0.657%) | |
| 3614 | 1.008 | $0.994 | $0.994 (-0.014%) | $0.999(-0.562%) | |
| 3615 | 1.016 | $0.995 | $0.995 (-0.017%) | $0.999(-0.466%) | |
| 3616 | 1.020 | $0.996 | $0.996 (-0.005%) | $0.999(-0.340%) | |
| 3617 | 1.020 | $0.997 | $0.997 (-0.004%) | $0.999(-0.231%) | |
| 3618 | 1.014 | $0.998 | $0.998 (-0.017%) | $0.999(-0.167%) | |
| 3619 | 1.005 | $0.998 | $0.998 (0.013%) | $0.999(-0.104%) | |
| 3620 | 1.002 | $0.999 | $0.998 (0.074%) | $0.999(-0.025%) | |
| 3621 | 1.006 | $1.000 | $0.999 (0.167%) | $0.999(0.104%) | |
| 3622 | 1.005 | $1.001 | $0.999 (0.216%) | $0.999(0.183%) | |
| 3623 | 1.002 | $1.002 | $0.999 (0.289%) | $0.999(0.270%) | |
| 3624 | 1.007 | $1.003 | $1.000 (0.388%) | $0.999(0.404%) | |
| 3625 | 1.010 | $1.005 | $1.000 (0.490%) | $0.999(0.552%) | |
| 3626 | 1.017 | $1.007 | $1.001 (0.580%) | $0.999(0.719%) | |
| 3627 | 1.020 | $1.008 | $1.002 (0.661%) | $0.999(0.887%) | |
| 3628 | 1.012 | $1.010 | $1.002 (0.753%) | $0.999(1.024%) | |
| 3629 | 1.020 | $1.011 | $1.003 (0.812%) | $0.999(1.165%) | |
| 3630 | 1.020 | $1.012 | $1.004 (0.841%) | $0.999(1.273%) | |
| 3631 | 1.019 | $1.013 | $1.004 (0.826%) | $0.999(1.328%) | |
| 3632 | 1.020 | $1.013 | $1.005 (0.785%) | $0.999(1.358%) | |
| 3633 | 1.020 | $1.013 | $1.006 (0.734%) | $0.999(1.374%) | |
| 3634 | 1.011 | $1.013 | $1.006 (0.726%) | $0.999(1.391%) | |
| 3635 | 1.006 | $1.013 | $1.006 (0.677%) | $0.999(1.341%) | |
| 3636 | 1.007 | $1.012 | $1.006 (0.608%) | $0.999(1.276%) | |
| 3637 | 1.014 | $1.012 | $1.006 (0.542%) | $0.999(1.248%) | |
| 3638 | 1.020 | $1.012 | $1.007 (0.511%) | $0.999(1.277%) | |
| 3639 | 1.019 | $1.013 | $1.008 (0.525%) | $0.999(1.347%) | |
| 3640 | 1.010 | $1.013 | $1.008 (0.553%) | $0.999(1.384%) | |
| 3641 | 1.019 | $1.014 | $1.008 (0.564%) | $0.999(1.446%) | |
| 3642 | 1.020 | $1.015 | $1.009 (0.584%) | $0.999(1.519%) | |
| 3643 | 1.010 | $1.015 | $1.009 (0.616%) | $0.999(1.558%) | |
| 3644 | 1.001 | $1.015 | $1.008 (0.623%) | $0.999(1.528%) | |
| 3645 | 0.991 | $1.014 | $1.008 (0.610%) | $0.999(1.437%) | |
| 3646 | 0.996 | $1.013 | $1.007 (0.559%) | $0.999(1.332%) | |
| 3647 | 1.002 | $1.012 | $1.007 (0.494%) | $0.999(1.243%) | |
| 3648 | 0.999 | $1.011 | $1.007 (0.467%) | $0.999(1.182%) | |
| 3649 | 0.995 | $1.010 | $1.006 (0.395%) | $0.999(1.057%) | |
| 3650 | 1.001 | $1.009 | $1.006 (0.324%) | $0.999(0.961%) | |
| 3651 | 1.005 | $1.008 | $1.006 (0.256%) | $0.999(0.888%) | |
| 3652 | 0.997 | $1.007 | $1.005 (0.182%) | $0.999(0.775%) | |
| 3653 | 0.992 | $1.006 | $1.005 (0.103%) | $0.999(0.635%) | |
| 3654 | 0.986 | $1.005 | $1.004 (0.063%) | $0.999(0.510%) | |
| 3655 | 0.986 | $1.004 | $1.003 (0.044%) | $0.999(0.408%) | |
| 3656 | 0.993 | $1.003 | $1.003 (0.020%) | $0.999(0.340%) | |
| 3657 | 1.000 | $1.002 | $1.003 (-0.040%) | $0.999(0.267%) | |
| 3658 | 0.993 | $1.001 | $1.002 (-0.131%) | $0.999(0.129%) | |
| 3659 | 0.994 | $0.999 | $1.002 (-0.221%) | $0.999(0.004%) | |
| 3660 | 1.001 | $0.999 | $1.002 (-0.261%) | $0.999(-0.039%) | |
| 3661 | 1.009 | $0.999 | $1.002 (-0.344%) | $0.999(-0.090%) | |
| 3662 | 1.018 | $0.998 | $1.003 (-0.426%) | $0.999(-0.101%) | |
| 3663 | 1.020 | $0.999 | $1.004 (-0.455%) | $0.999(-0.052%) | |
| 3664 | 1.011 | $0.999 | $1.004 (-0.438%) | $0.999(-0.002%) | |
| 3665 | 1.020 | $1.001 | $1.005 (-0.368%) | $0.999(0.141%) | |
| 3666 | 1.020 | $1.002 | $1.005 (-0.317%) | $0.999(0.262%) | |
| 3667 | 1.020 | $1.003 | $1.006 (-0.296%) | $0.999(0.349%) | |
| 3668 | 1.020 | $1.004 | $1.007 (-0.256%) | $0.999(0.452%) | |
| 3669 | 1.020 | $1.005 | $1.007 (-0.193%) | $1.000(0.577%) | |
| 3670 | 1.014 | $1.006 | $1.008 (-0.158%) | $1.000(0.641%) | |
| 3671 | 1.008 | $1.006 | $1.008 (-0.144%) | $1.000(0.658%) | |
| 3672 | 1.015 | $1.007 | $1.008 (-0.090%) | $1.000(0.747%) | |
| 3673 | 1.012 | $1.008 | $1.008 (-0.010%) | $1.000(0.843%) | |
| 3674 | 1.020 | $1.010 | $1.009 (0.104%) | $1.000(1.013%) | |
| 3675 | 1.014 | $1.011 | $1.009 (0.221%) | $1.000(1.156%) | |
| 3676 | 1.011 | $1.012 | $1.009 (0.299%) | $1.000(1.243%) | |
| 3677 | 1.008 | $1.012 | $1.009 (0.344%) | $1.000(1.282%) | |
| 3678 | 0.998 | $1.013 | $1.008 (0.420%) | $1.000(1.312%) | |
| 3679 | 0.994 | $1.013 | $1.008 (0.484%) | $1.000(1.312%) | |
| 3680 | 0.998 | $1.013 | $1.007 (0.514%) | $1.000(1.299%) | |
| 3681 | 0.989 | $1.012 | $1.007 (0.498%) | $1.000(1.202%) | |
| 3682 | 0.987 | $1.010 | $1.006 (0.434%) | $1.000(1.050%) | |
| 3683 | 0.991 | $1.009 | $1.005 (0.356%) | $1.000(0.905%) | |
| 3684 | 0.992 | $1.008 | $1.004 (0.320%) | $1.000(0.812%) | |
| 3685 | 0.990 | $1.006 | $1.004 (0.237%) | $1.000(0.663%) | |
| 3686 | 0.991 | $1.005 | $1.003 (0.150%) | $1.000(0.517%) | |
| 3687 | 1.001 | $1.004 | $1.003 (0.065%) | $1.000(0.421%) | |
| 3688 | 0.997 | $1.003 | $1.003 (-0.022%) | $1.000(0.305%) | |
| 3689 | 0.991 | $1.001 | $1.002 (-0.114%) | $1.000(0.159%) | |
| 3690 | 0.994 | $1.000 | $1.002 (-0.175%) | $1.000(0.060%) | |
| 3691 | 1.004 | $1.000 | $1.002 (-0.206%) | $1.000(0.036%) | |
| 3692 | 1.008 | $1.000 | $1.002 (-0.268%) | $1.000(0.003%) | |
| 3693 | 1.002 | $0.999 | $1.002 (-0.315%) | $1.000(-0.047%) | |
| 3694 | 1.009 | $0.998 | $1.002 (-0.401%) | $1.000(-0.104%) | |
| 3695 | 1.001 | $0.998 | $1.002 (-0.461%) | $1.000(-0.169%) | |
| 3696 | 0.992 | $0.997 | $1.002 (-0.507%) | $1.000(-0.264%) | |
| 3697 | 0.991 | $0.996 | $1.001 (-0.541%) | $1.000(-0.349%) | |
| 3698 | 0.988 | $0.996 | $1.001 (-0.532%) | $1.000(-0.400%) | |
| 3699 | 0.980 | $0.995 | $1.000 (-0.510%) | $1.000(-0.472%) | |
| 3700 | 0.985 | $0.994 | $0.999 (-0.509%) | $1.000(-0.540%) | |
| 3701 | 0.994 | $0.994 | $0.999 (-0.463%) | $0.999(-0.515%) | |
| 3702 | 0.999 | $0.995 | $0.999 (-0.405%) | $0.999(-0.455%) | |
| 3703 | 1.005 | $0.996 | $0.999 (-0.362%) | $1.000(-0.385%) | |
| 3704 | 0.997 | $0.996 | $0.999 (-0.328%) | $0.999(-0.362%) | |
| 3705 | 1.001 | $0.996 | $0.999 (-0.283%) | $0.999(-0.307%) | |
| 3706 | 1.011 | $0.997 | $1.000 (-0.235%) | $1.000(-0.208%) | |
| 3707 | 1.015 | $0.998 | $1.000 (-0.233%) | $1.000(-0.139%) | |
| 3708 | 1.006 | $0.999 | $1.001 (-0.212%) | $1.000(-0.092%) | |
| 3709 | 1.003 | $0.999 | $1.001 (-0.161%) | $1.000(-0.029%) | |
| 3710 | 0.994 | $0.999 | $1.001 (-0.129%) | $1.000(-0.028%) | |
| 3711 | 0.995 | $0.999 | $1.000 (-0.148%) | $1.000(-0.072%) | |
| 3712 | 0.995 | $0.998 | $1.000 (-0.190%) | $1.000(-0.139%) | |
| 3713 | 0.988 | $0.997 | $0.999 (-0.204%) | $1.000(-0.205%) | |
| 3714 | 0.995 | $0.997 | $0.999 (-0.252%) | $1.000(-0.276%) | |
| 3715 | 0.994 | $0.996 | $0.999 (-0.265%) | $1.000(-0.312%) | |
| 3716 | 0.988 | $0.996 | $0.999 (-0.234%) | $0.999(-0.329%) | |
| 3717 | 0.995 | $0.996 | $0.998 (-0.195%) | $0.999(-0.308%) | |
| 3718 | 0.985 | $0.996 | $0.998 (-0.150%) | $0.999(-0.323%) | |
| 3719 | 0.993 | $0.997 | $0.998 (-0.064%) | $0.999(-0.260%) | |
| 3720 | 0.997 | $0.998 | $0.998 (0.001%) | $0.999(-0.198%) | |
| 3721 | 0.993 | $0.997 | $0.997 (0.014%) | $0.999(-0.206%) | |
| 3722 | 1.002 | $0.998 | $0.998 (0.006%) | $0.999(-0.192%) | |
| 3723 | 0.999 | $0.997 | $0.998 (-0.031%) | $0.999(-0.224%) | |
| 3724 | 1.000 | $0.997 | $0.998 (-0.026%) | $0.999(-0.206%) | |
| 3725 | 0.996 | $0.997 | $0.998 (-0.046%) | $0.999(-0.232%) | |
| 3726 | 1.001 | $0.997 | $0.998 (-0.109%) | $0.999(-0.279%) | |
| 3727 | 1.003 | $0.996 | $0.998 (-0.190%) | $0.999(-0.338%) | |
| 3728 | 1.003 | $0.996 | $0.998 (-0.230%) | $0.999(-0.358%) | |
| 3729 | 1.004 | $0.996 | $0.998 (-0.254%) | $0.999(-0.356%) | |
| 3730 | 0.998 | $0.996 | $0.998 (-0.231%) | $0.999(-0.338%) | |
| 3731 | 0.995 | $0.996 | $0.998 (-0.215%) | $0.999(-0.337%) | |
| 3732 | 0.991 | $0.996 | $0.998 (-0.202%) | $0.999(-0.359%) | |
| 3733 | 0.988 | $0.996 | $0.997 (-0.158%) | $0.999(-0.359%) | |
| 3734 | 0.984 | $0.995 | $0.997 (-0.150%) | $0.999(-0.413%) | |
| 3735 | 0.991 | $0.995 | $0.997 (-0.138%) | $0.999(-0.425%) | |
| 3736 | 0.986 | $0.995 | $0.996 (-0.102%) | $0.999(-0.436%) | |
| 3737 | 0.984 | $0.995 | $0.996 (-0.101%) | $0.999(-0.490%) | |
| 3738 | 0.989 | $0.995 | $0.995 (-0.050%) | $0.999(-0.469%) | |
| 3739 | 0.999 | $0.995 | $0.995 (-0.036%) | $0.999(-0.439%) | |
| 3740 | 1.003 | $0.995 | $0.996 (-0.040%) | $0.999(-0.409%) | |
| 3741 | 0.999 | $0.996 | $0.996 (-0.023%) | $0.999(-0.379%) | |
| 3742 | 1.007 | $0.996 | $0.996 (-0.049%) | $0.999(-0.354%) | |
| 3743 | 1.000 | $0.996 | $0.997 (-0.059%) | $0.999(-0.349%) | |
| 3744 | 0.999 | $0.996 | $0.997 (-0.077%) | $0.999(-0.356%) | |
| 3745 | 0.999 | $0.996 | $0.997 (-0.074%) | $0.999(-0.340%) | |
| 3746 | 1.003 | $0.996 | $0.997 (-0.093%) | $0.999(-0.329%) | |
| 3747 | 1.009 | $0.996 | $0.998 (-0.115%) | $0.999(-0.299%) | |
| 3748 | 1.013 | $0.997 | $0.998 (-0.133%) | $0.999(-0.249%) | |
| 3749 | 1.008 | $0.997 | $0.999 (-0.155%) | $0.999(-0.230%) | |
| 3750 | 1.013 | $0.998 | $0.999 (-0.143%) | $0.999(-0.153%) | |
| 3751 | 1.011 | $0.999 | $1.000 (-0.116%) | $0.999(-0.075%) | |
| 3752 | 1.003 | $0.999 | $1.000 (-0.068%) | $0.999(-0.016%) | |
| 3753 | 0.994 | $1.000 | $1.000 (-0.011%) | $0.999(0.015%) | |
| 3754 | 0.988 | $1.000 | $0.999 (0.062%) | $0.999(0.035%) | |
| 3755 | 0.981 | $0.999 | $0.998 (0.094%) | $0.999(-0.014%) | |
| 3756 | 0.980 | $0.999 | $0.998 (0.146%) | $0.999(-0.045%) | |
| 3757 | 0.980 | $0.999 | $0.997 (0.207%) | $0.999(-0.064%) | |
| 3758 | 0.981 | $0.998 | $0.996 (0.239%) | $0.999(-0.104%) | |
| 3759 | 0.984 | $0.998 | $0.995 (0.220%) | $0.999(-0.177%) | |
| 3760 | 0.983 | $0.997 | $0.995 (0.176%) | $0.999(-0.279%) | |
| 3761 | 0.980 | $0.996 | $0.994 (0.151%) | $0.999(-0.371%) | |
| 3762 | 0.980 | $0.994 | $0.994 (0.079%) | $0.999(-0.507%) | |
| 3763 | 0.980 | $0.993 | $0.993 (0.043%) | $0.999(-0.605%) | |
| 3764 | 0.985 | $0.993 | $0.993 (0.008%) | $0.999(-0.677%) | |
| 3765 | 0.982 | $0.992 | $0.992 (-0.032%) | $0.999(-0.765%) | |
| 3766 | 0.980 | $0.991 | $0.992 (-0.094%) | $0.999(-0.881%) | |
| 3767 | 0.983 | $0.989 | $0.991 (-0.184%) | $0.999(-1.007%) | |
| 3768 | 0.983 | $0.988 | $0.991 (-0.296%) | $0.999(-1.156%) | |
| 3769 | 0.982 | $0.987 | $0.990 (-0.385%) | $0.999(-1.284%) | |
| 3770 | 0.980 | $0.985 | $0.990 (-0.503%) | $0.999(-1.448%) | |
| 3771 | 0.980 | $0.983 | $0.989 (-0.613%) | $0.999(-1.601%) | |
| 3772 | 0.983 | $0.982 | $0.989 (-0.682%) | $0.999(-1.698%) | |
| 3773 | 0.980 | $0.982 | $0.989 (-0.713%) | $0.999(-1.769%) | |
| 3774 | 0.980 | $0.981 | $0.988 (-0.712%) | $0.999(-1.808%) | |
| 3775 | 0.980 | $0.981 | $0.988 (-0.681%) | $0.999(-1.814%) | |
| 3776 | 0.980 | $0.981 | $0.988 (-0.645%) | $0.999(-1.814%) | |
| 3777 | 0.983 | $0.981 | $0.987 (-0.608%) | $0.999(-1.798%) | |
| 3778 | 0.980 | $0.981 | $0.987 (-0.579%) | $0.999(-1.803%) | |
| 3779 | 0.980 | $0.981 | $0.987 (-0.567%) | $0.999(-1.822%) | |
| 3780 | 0.986 | $0.981 | $0.987 (-0.546%) | $0.999(-1.803%) | |
| 3781 | 0.989 | $0.982 | $0.987 (-0.511%) | $0.999(-1.760%) | |
| 3782 | 0.993 | $0.982 | $0.987 (-0.474%) | $0.999(-1.693%) | |
| 3783 | 0.984 | $0.983 | $0.987 (-0.439%) | $0.999(-1.672%) | |
| 3784 | 0.983 | $0.983 | $0.987 (-0.429%) | $0.999(-1.682%) | |
| 3785 | 0.992 | $0.983 | $0.987 (-0.401%) | $0.999(-1.630%) | |
| 3786 | 1.002 | $0.984 | $0.988 (-0.359%) | $0.999(-1.520%) | |
| 3787 | 0.997 | $0.985 | $0.988 (-0.332%) | $0.999(-1.451%) | |
| 3788 | 1.001 | $0.986 | $0.989 (-0.299%) | $0.999(-1.362%) | |
| 3789 | 1.004 | $0.987 | $0.989 (-0.258%) | $0.999(-1.251%) | |
| 3790 | 1.004 | $0.988 | $0.990 (-0.204%) | $0.999(-1.132%) | |
| 3791 | 0.999 | $0.989 | $0.990 (-0.149%) | $0.999(-1.039%) | |
| 3792 | 1.004 | $0.990 | $0.991 (-0.105%) | $0.999(-0.934%) | |
| 3793 | 1.001 | $0.991 | $0.992 (-0.044%) | $0.999(-0.827%) | |
| 3794 | 1.000 | $0.992 | $0.992 (0.018%) | $0.999(-0.729%) | |
| 3795 | 0.997 | $0.993 | $0.992 (0.080%) | $0.999(-0.644%) | |
| 3796 | 1.003 | $0.994 | $0.993 (0.146%) | $0.999(-0.527%) | |
| 3797 | 0.997 | $0.995 | $0.993 (0.196%) | $0.999(-0.460%) | |
| 3798 | 0.993 | $0.995 | $0.993 (0.261%) | $0.999(-0.395%) | |
| 3799 | 1.002 | $0.997 | $0.993 (0.329%) | $0.999(-0.284%) | |
| Total of Ltd Ma Variations: -7.142 | Total of Std ma variations: -25.631 |