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 | 1.017 | $1.016 | $1.013 (0.235%) | $0.999(1.627%) | |
| 3601 | 1.014 | $1.015 | $1.013 (0.201%) | $0.999(1.596%) | |
| 3602 | 1.012 | $1.015 | $1.013 (0.183%) | $0.999(1.573%) | |
| 3603 | 1.019 | $1.015 | $1.013 (0.171%) | $0.999(1.587%) | |
| 3604 | 1.017 | $1.015 | $1.014 (0.165%) | $0.999(1.597%) | |
| 3605 | 1.020 | $1.015 | $1.014 (0.144%) | $0.999(1.604%) | |
| 3606 | 1.020 | $1.015 | $1.014 (0.116%) | $0.999(1.604%) | |
| 3607 | 1.020 | $1.015 | $1.014 (0.090%) | $0.999(1.603%) | |
| 3608 | 1.016 | $1.015 | $1.014 (0.063%) | $0.999(1.580%) | |
| 3609 | 1.017 | $1.015 | $1.015 (0.037%) | $0.999(1.565%) | |
| 3610 | 1.009 | $1.014 | $1.014 (0.007%) | $0.999(1.508%) | |
| 3611 | 1.016 | $1.014 | $1.014 (-0.020%) | $0.999(1.486%) | |
| 3612 | 1.013 | $1.014 | $1.014 (-0.033%) | $0.999(1.468%) | |
| 3613 | 1.008 | $1.014 | $1.014 (-0.030%) | $0.999(1.442%) | |
| 3614 | 1.010 | $1.014 | $1.014 (-0.009%) | $0.999(1.446%) | |
| 3615 | 1.006 | $1.014 | $1.014 (0.002%) | $0.999(1.423%) | |
| 3616 | 0.998 | $1.013 | $1.013 (0.040%) | $0.999(1.391%) | |
| 3617 | 1.005 | $1.013 | $1.012 (0.067%) | $0.999(1.380%) | |
| 3618 | 1.007 | $1.013 | $1.012 (0.065%) | $0.999(1.352%) | |
| 3619 | 1.002 | $1.012 | $1.012 (0.055%) | $0.999(1.294%) | |
| 3620 | 0.998 | $1.011 | $1.011 (0.022%) | $0.999(1.197%) | |
| 3621 | 0.992 | $1.010 | $1.010 (-0.000%) | $0.999(1.086%) | |
| 3622 | 0.995 | $1.009 | $1.010 (-0.018%) | $0.999(1.000%) | |
| 3623 | 0.998 | $1.008 | $1.009 (-0.070%) | $0.999(0.894%) | |
| 3624 | 0.997 | $1.007 | $1.008 (-0.116%) | $0.999(0.793%) | |
| 3625 | 1.001 | $1.006 | $1.008 (-0.177%) | $0.999(0.696%) | |
| 3626 | 1.007 | $1.006 | $1.008 (-0.237%) | $0.999(0.630%) | |
| 3627 | 1.017 | $1.005 | $1.008 (-0.292%) | $0.999(0.613%) | |
| 3628 | 1.020 | $1.006 | $1.009 (-0.322%) | $0.999(0.634%) | |
| 3629 | 1.020 | $1.006 | $1.009 (-0.357%) | $0.999(0.649%) | |
| 3630 | 1.017 | $1.006 | $1.010 (-0.350%) | $0.999(0.690%) | |
| 3631 | 1.014 | $1.006 | $1.010 (-0.377%) | $0.999(0.682%) | |
| 3632 | 1.009 | $1.006 | $1.010 (-0.395%) | $0.999(0.658%) | |
| 3633 | 1.016 | $1.006 | $1.010 (-0.381%) | $0.999(0.697%) | |
| 3634 | 1.020 | $1.007 | $1.011 (-0.378%) | $0.999(0.744%) | |
| 3635 | 1.017 | $1.007 | $1.011 (-0.354%) | $0.999(0.796%) | |
| 3636 | 1.016 | $1.008 | $1.011 (-0.288%) | $0.999(0.883%) | |
| 3637 | 1.020 | $1.009 | $1.012 (-0.252%) | $0.999(0.960%) | |
| 3638 | 1.017 | $1.010 | $1.012 (-0.225%) | $0.999(1.013%) | |
| 3639 | 1.015 | $1.010 | $1.012 (-0.173%) | $0.999(1.081%) | |
| 3640 | 1.006 | $1.011 | $1.012 (-0.106%) | $0.999(1.124%) | |
| 3641 | 0.998 | $1.011 | $1.011 (-0.012%) | $0.999(1.156%) | |
| 3642 | 0.992 | $1.011 | $1.010 (0.058%) | $0.999(1.140%) | |
| 3643 | 1.001 | $1.011 | $1.010 (0.114%) | $0.999(1.155%) | |
| 3644 | 0.997 | $1.011 | $1.009 (0.172%) | $0.999(1.155%) | |
| 3645 | 1.006 | $1.011 | $1.009 (0.214%) | $0.999(1.182%) | |
| 3646 | 1.009 | $1.011 | $1.009 (0.225%) | $0.999(1.193%) | |
| 3647 | 1.018 | $1.011 | $1.009 (0.191%) | $0.999(1.199%) | |
| 3648 | 1.020 | $1.011 | $1.010 (0.144%) | $0.999(1.199%) | |
| 3649 | 1.019 | $1.011 | $1.010 (0.098%) | $0.999(1.192%) | |
| 3650 | 1.020 | $1.011 | $1.011 (0.069%) | $0.999(1.207%) | |
| 3651 | 1.020 | $1.012 | $1.011 (0.056%) | $0.999(1.235%) | |
| 3652 | 1.012 | $1.012 | $1.011 (0.069%) | $0.999(1.253%) | |
| 3653 | 1.020 | $1.012 | $1.012 (0.051%) | $0.999(1.272%) | |
| 3654 | 1.020 | $1.012 | $1.012 (0.013%) | $0.999(1.271%) | |
| 3655 | 1.020 | $1.012 | $1.012 (-0.006%) | $0.999(1.287%) | |
| 3656 | 1.013 | $1.012 | $1.012 (-0.022%) | $0.999(1.273%) | |
| 3657 | 1.003 | $1.011 | $1.012 (-0.064%) | $0.999(1.189%) | |
| 3658 | 1.002 | $1.011 | $1.012 (-0.095%) | $0.999(1.113%) | |
| 3659 | 1.012 | $1.010 | $1.012 (-0.113%) | $0.999(1.095%) | |
| 3660 | 1.005 | $1.010 | $1.011 (-0.091%) | $0.999(1.087%) | |
| 3661 | 1.014 | $1.011 | $1.011 (-0.024%) | $0.999(1.168%) | |
| 3662 | 1.014 | $1.012 | $1.011 (0.074%) | $0.999(1.276%) | |
| 3663 | 1.020 | $1.013 | $1.012 (0.129%) | $0.999(1.371%) | |
| 3664 | 1.015 | $1.014 | $1.012 (0.205%) | $0.999(1.463%) | |
| 3665 | 1.006 | $1.014 | $1.012 (0.232%) | $0.999(1.463%) | |
| 3666 | 1.012 | $1.014 | $1.012 (0.245%) | $0.999(1.478%) | |
| 3667 | 1.011 | $1.014 | $1.012 (0.214%) | $0.999(1.441%) | |
| 3668 | 1.002 | $1.013 | $1.011 (0.169%) | $0.999(1.352%) | |
| 3669 | 1.000 | $1.012 | $1.011 (0.127%) | $0.999(1.259%) | |
| 3670 | 1.002 | $1.011 | $1.010 (0.077%) | $0.999(1.168%) | |
| 3671 | 0.993 | $1.010 | $1.010 (0.022%) | $0.999(1.032%) | |
| 3672 | 0.992 | $1.009 | $1.009 (0.001%) | $0.999(0.933%) | |
| 3673 | 0.993 | $1.007 | $1.008 (-0.060%) | $0.999(0.798%) | |
| 3674 | 0.988 | $1.006 | $1.007 (-0.128%) | $0.999(0.640%) | |
| 3675 | 0.980 | $1.004 | $1.006 (-0.205%) | $0.999(0.441%) | |
| 3676 | 0.980 | $1.002 | $1.005 (-0.251%) | $0.999(0.276%) | |
| 3677 | 0.988 | $1.001 | $1.004 (-0.252%) | $0.999(0.201%) | |
| 3678 | 0.993 | $1.001 | $1.004 (-0.248%) | $0.999(0.156%) | |
| 3679 | 0.994 | $1.000 | $1.003 (-0.293%) | $0.999(0.068%) | |
| 3680 | 0.995 | $1.000 | $1.003 (-0.307%) | $0.999(0.017%) | |
| 3681 | 1.004 | $0.999 | $1.003 (-0.362%) | $0.999(-0.033%) | |
| 3682 | 1.008 | $0.999 | $1.003 (-0.414%) | $0.999(-0.061%) | |
| 3683 | 1.004 | $0.998 | $1.003 (-0.498%) | $0.999(-0.141%) | |
| 3684 | 1.008 | $0.998 | $1.003 (-0.557%) | $0.999(-0.178%) | |
| 3685 | 1.001 | $0.997 | $1.003 (-0.572%) | $0.999(-0.202%) | |
| 3686 | 1.007 | $0.997 | $1.003 (-0.615%) | $0.999(-0.229%) | |
| 3687 | 1.014 | $0.997 | $1.004 (-0.647%) | $0.999(-0.214%) | |
| 3688 | 1.020 | $0.998 | $1.005 (-0.631%) | $0.999(-0.126%) | |
| 3689 | 1.011 | $0.999 | $1.005 (-0.606%) | $0.999(-0.074%) | |
| 3690 | 1.019 | $1.000 | $1.005 (-0.585%) | $0.999(0.010%) | |
| 3691 | 1.020 | $1.001 | $1.006 (-0.515%) | $0.999(0.146%) | |
| 3692 | 1.013 | $1.002 | $1.006 (-0.444%) | $0.999(0.247%) | |
| 3693 | 1.009 | $1.003 | $1.007 (-0.374%) | $0.999(0.328%) | |
| 3694 | 1.018 | $1.004 | $1.007 (-0.278%) | $1.000(0.478%) | |
| 3695 | 1.014 | $1.006 | $1.007 (-0.140%) | $1.000(0.647%) | |
| 3696 | 1.020 | $1.008 | $1.008 (0.001%) | $1.000(0.847%) | |
| 3697 | 1.010 | $1.009 | $1.008 (0.100%) | $1.000(0.957%) | |
| 3698 | 1.018 | $1.010 | $1.009 (0.179%) | $1.000(1.082%) | |
| 3699 | 1.013 | $1.011 | $1.009 (0.253%) | $1.000(1.175%) | |
| 3700 | 1.011 | $1.012 | $1.009 (0.322%) | $1.000(1.254%) | |
| 3701 | 1.012 | $1.012 | $1.009 (0.348%) | $1.000(1.292%) | |
| 3702 | 1.007 | $1.012 | $1.009 (0.351%) | $1.000(1.285%) | |
| 3703 | 1.013 | $1.013 | $1.009 (0.377%) | $1.000(1.332%) | |
| 3704 | 1.015 | $1.013 | $1.009 (0.384%) | $1.000(1.365%) | |
| 3705 | 1.009 | $1.014 | $1.009 (0.424%) | $1.000(1.403%) | |
| 3706 | 1.001 | $1.013 | $1.009 (0.432%) | $1.000(1.373%) | |
| 3707 | 1.003 | $1.013 | $1.009 (0.405%) | $1.000(1.321%) | |
| 3708 | 1.012 | $1.012 | $1.009 (0.351%) | $1.000(1.281%) | |
| 3709 | 1.007 | $1.012 | $1.009 (0.341%) | $1.000(1.263%) | |
| 3710 | 1.002 | $1.011 | $1.008 (0.288%) | $1.000(1.177%) | |
| 3711 | 1.010 | $1.011 | $1.008 (0.231%) | $1.000(1.128%) | |
| 3712 | 1.004 | $1.010 | $1.008 (0.209%) | $1.000(1.082%) | |
| 3713 | 1.006 | $1.010 | $1.008 (0.205%) | $1.000(1.069%) | |
| 3714 | 1.006 | $1.010 | $1.008 (0.153%) | $1.000(1.006%) | |
| 3715 | 1.002 | $1.009 | $1.008 (0.121%) | $1.000(0.944%) | |
| 3716 | 0.996 | $1.008 | $1.007 (0.055%) | $1.000(0.824%) | |
| 3717 | 0.988 | $1.007 | $1.006 (0.031%) | $1.000(0.713%) | |
| 3718 | 0.986 | $1.005 | $1.005 (-0.037%) | $1.000(0.555%) | |
| 3719 | 0.993 | $1.004 | $1.005 (-0.078%) | $1.000(0.458%) | |
| 3720 | 0.986 | $1.003 | $1.004 (-0.115%) | $1.000(0.337%) | |
| 3721 | 0.982 | $1.001 | $1.003 (-0.163%) | $1.000(0.189%) | |
| 3722 | 0.983 | $1.000 | $1.002 (-0.191%) | $1.000(0.069%) | |
| 3723 | 0.992 | $0.999 | $1.002 (-0.252%) | $1.000(-0.037%) | |
| 3724 | 0.993 | $0.998 | $1.001 (-0.321%) | $1.000(-0.145%) | |
| 3725 | 0.992 | $0.997 | $1.001 (-0.364%) | $1.000(-0.232%) | |
| 3726 | 0.984 | $0.996 | $1.000 (-0.372%) | $1.000(-0.314%) | |
| 3727 | 0.983 | $0.995 | $0.999 (-0.396%) | $1.000(-0.416%) | |
| 3728 | 0.986 | $0.994 | $0.999 (-0.466%) | $1.000(-0.544%) | |
| 3729 | 0.991 | $0.993 | $0.998 (-0.512%) | $1.000(-0.627%) | |
| 3730 | 0.989 | $0.993 | $0.998 (-0.532%) | $1.000(-0.688%) | |
| 3731 | 0.986 | $0.991 | $0.997 (-0.600%) | $1.000(-0.809%) | |
| 3732 | 0.996 | $0.991 | $0.997 (-0.631%) | $1.000(-0.849%) | |
| 3733 | 1.001 | $0.991 | $0.997 (-0.675%) | $1.000(-0.875%) | |
| 3734 | 1.002 | $0.991 | $0.998 (-0.714%) | $1.000(-0.896%) | |
| 3735 | 1.001 | $0.991 | $0.998 (-0.732%) | $1.000(-0.897%) | |
| 3736 | 0.992 | $0.990 | $0.998 (-0.726%) | $1.000(-0.915%) | |
| 3737 | 0.997 | $0.991 | $0.998 (-0.678%) | $1.000(-0.868%) | |
| 3738 | 1.007 | $0.992 | $0.998 (-0.618%) | $1.000(-0.768%) | |
| 3739 | 1.008 | $0.993 | $0.998 (-0.589%) | $1.000(-0.695%) | |
| 3740 | 1.015 | $0.994 | $0.999 (-0.521%) | $1.000(-0.554%) | |
| 3741 | 1.020 | $0.996 | $1.000 (-0.426%) | $1.000(-0.365%) | |
| 3742 | 1.012 | $0.997 | $1.001 (-0.333%) | $1.000(-0.219%) | |
| 3743 | 1.020 | $0.999 | $1.002 (-0.282%) | $1.000(-0.081%) | |
| 3744 | 1.018 | $1.000 | $1.002 (-0.231%) | $1.000(0.043%) | |
| 3745 | 1.009 | $1.001 | $1.003 (-0.175%) | $1.000(0.132%) | |
| 3746 | 1.005 | $1.002 | $1.003 (-0.083%) | $1.000(0.233%) | |
| 3747 | 1.002 | $1.003 | $1.003 (0.015%) | $1.000(0.327%) | |
| 3748 | 1.007 | $1.004 | $1.003 (0.099%) | $1.000(0.432%) | |
| 3749 | 1.005 | $1.005 | $1.003 (0.161%) | $1.000(0.502%) | |
| 3750 | 1.012 | $1.006 | $1.003 (0.233%) | $1.000(0.618%) | |
| 3751 | 1.020 | $1.007 | $1.004 (0.327%) | $1.000(0.787%) | |
| 3752 | 1.018 | $1.009 | $1.005 (0.376%) | $1.000(0.901%) | |
| 3753 | 1.020 | $1.010 | $1.005 (0.401%) | $1.000(0.995%) | |
| 3754 | 1.020 | $1.010 | $1.006 (0.427%) | $1.000(1.087%) | |
| 3755 | 1.020 | $1.011 | $1.007 (0.456%) | $1.000(1.179%) | |
| 3756 | 1.020 | $1.013 | $1.007 (0.533%) | $1.000(1.315%) | |
| 3757 | 1.020 | $1.014 | $1.008 (0.587%) | $1.000(1.427%) | |
| 3758 | 1.016 | $1.014 | $1.008 (0.598%) | $1.000(1.472%) | |
| 3759 | 1.020 | $1.015 | $1.009 (0.605%) | $1.000(1.533%) | |
| 3760 | 1.020 | $1.015 | $1.009 (0.581%) | $1.000(1.559%) | |
| 3761 | 1.010 | $1.015 | $1.009 (0.528%) | $1.000(1.510%) | |
| 3762 | 1.010 | $1.015 | $1.009 (0.516%) | $1.000(1.501%) | |
| 3763 | 1.007 | $1.014 | $1.009 (0.462%) | $1.000(1.434%) | |
| 3764 | 1.004 | $1.013 | $1.009 (0.418%) | $1.000(1.364%) | |
| 3765 | 0.995 | $1.013 | $1.008 (0.410%) | $1.000(1.294%) | |
| 3766 | 0.997 | $1.012 | $1.008 (0.423%) | $1.000(1.257%) | |
| 3767 | 0.995 | $1.012 | $1.007 (0.448%) | $1.000(1.223%) | |
| 3768 | 0.997 | $1.011 | $1.007 (0.445%) | $1.000(1.174%) | |
| 3769 | 1.000 | $1.011 | $1.007 (0.452%) | $1.000(1.151%) | |
| 3770 | 1.008 | $1.011 | $1.007 (0.424%) | $1.000(1.129%) | |
| 3771 | 1.001 | $1.010 | $1.006 (0.355%) | $1.000(1.035%) | |
| 3772 | 1.007 | $1.009 | $1.006 (0.296%) | $1.000(0.980%) | |
| 3773 | 1.007 | $1.009 | $1.006 (0.229%) | $1.000(0.914%) | |
| 3774 | 0.998 | $1.008 | $1.006 (0.158%) | $1.000(0.802%) | |
| 3775 | 0.995 | $1.006 | $1.006 (0.083%) | $1.000(0.679%) | |
| 3776 | 0.992 | $1.005 | $1.005 (0.007%) | $1.000(0.541%) | |
| 3777 | 0.998 | $1.004 | $1.005 (-0.071%) | $1.000(0.430%) | |
| 3778 | 0.991 | $1.003 | $1.004 (-0.132%) | $1.000(0.308%) | |
| 3779 | 0.984 | $1.001 | $1.003 (-0.221%) | $1.000(0.127%) | |
| 3780 | 0.983 | $0.999 | $1.002 (-0.315%) | $1.000(-0.058%) | |
| 3781 | 0.984 | $0.998 | $1.001 (-0.364%) | $1.000(-0.189%) | |
| 3782 | 0.980 | $0.996 | $1.000 (-0.418%) | $1.000(-0.340%) | |
| 3783 | 0.980 | $0.995 | $0.999 (-0.459%) | $1.000(-0.472%) | |
| 3784 | 0.987 | $0.994 | $0.999 (-0.487%) | $1.000(-0.556%) | |
| 3785 | 0.982 | $0.993 | $0.998 (-0.478%) | $1.000(-0.624%) | |
| 3786 | 0.980 | $0.992 | $0.997 (-0.482%) | $1.000(-0.710%) | |
| 3787 | 0.988 | $0.992 | $0.997 (-0.475%) | $1.000(-0.742%) | |
| 3788 | 0.996 | $0.992 | $0.997 (-0.478%) | $1.000(-0.751%) | |
| 3789 | 0.988 | $0.991 | $0.996 (-0.499%) | $1.000(-0.812%) | |
| 3790 | 0.980 | $0.990 | $0.996 (-0.565%) | $1.000(-0.950%) | |
| 3791 | 0.987 | $0.989 | $0.995 (-0.597%) | $1.000(-1.022%) | |
| 3792 | 0.980 | $0.988 | $0.995 (-0.665%) | $1.000(-1.159%) | |
| 3793 | 0.989 | $0.987 | $0.994 (-0.730%) | $1.000(-1.248%) | |
| 3794 | 0.994 | $0.987 | $0.994 (-0.747%) | $1.000(-1.265%) | |
| 3795 | 0.989 | $0.987 | $0.994 (-0.754%) | $1.000(-1.294%) | |
| 3796 | 0.980 | $0.986 | $0.993 (-0.751%) | $1.000(-1.353%) | |
| 3797 | 0.982 | $0.985 | $0.993 (-0.779%) | $1.000(-1.433%) | |
| 3798 | 0.982 | $0.985 | $0.992 (-0.775%) | $1.000(-1.479%) | |
| 3799 | 0.988 | $0.985 | $0.992 (-0.733%) | $1.000(-1.457%) | |
| Total of Ltd Ma Variations: -16.911 | Total of Std ma variations: 120.566 |