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 | 0.999 | $1.016 | $1.013 (0.300%) | $1.003(1.307%) | |
| 3601 | 0.993 | $1.015 | $1.012 (0.284%) | $1.003(1.200%) | |
| 3602 | 0.993 | $1.013 | $1.011 (0.234%) | $1.003(1.065%) | |
| 3603 | 1.000 | $1.012 | $1.010 (0.184%) | $1.003(0.966%) | |
| 3604 | 1.000 | $1.011 | $1.010 (0.151%) | $1.003(0.886%) | |
| 3605 | 1.008 | $1.011 | $1.010 (0.134%) | $1.003(0.860%) | |
| 3606 | 1.000 | $1.010 | $1.009 (0.079%) | $1.003(0.761%) | |
| 3607 | 0.993 | $1.009 | $1.009 (0.034%) | $1.003(0.641%) | |
| 3608 | 1.000 | $1.008 | $1.008 (0.000%) | $1.003(0.570%) | |
| 3609 | 1.009 | $1.008 | $1.008 (-0.057%) | $1.003(0.517%) | |
| 3610 | 1.018 | $1.008 | $1.009 (-0.111%) | $1.003(0.506%) | |
| 3611 | 1.010 | $1.007 | $1.009 (-0.166%) | $1.003(0.458%) | |
| 3612 | 1.018 | $1.007 | $1.009 (-0.218%) | $1.003(0.448%) | |
| 3613 | 1.010 | $1.006 | $1.009 (-0.271%) | $1.003(0.395%) | |
| 3614 | 1.019 | $1.006 | $1.010 (-0.320%) | $1.003(0.390%) | |
| 3615 | 1.020 | $1.007 | $1.010 (-0.320%) | $1.003(0.436%) | |
| 3616 | 1.020 | $1.007 | $1.011 (-0.357%) | $1.003(0.443%) | |
| 3617 | 1.020 | $1.007 | $1.011 (-0.371%) | $1.003(0.470%) | |
| 3618 | 1.010 | $1.007 | $1.011 (-0.361%) | $1.003(0.478%) | |
| 3619 | 1.003 | $1.007 | $1.011 (-0.339%) | $1.003(0.465%) | |
| 3620 | 1.009 | $1.008 | $1.011 (-0.283%) | $1.003(0.514%) | |
| 3621 | 1.017 | $1.009 | $1.011 (-0.192%) | $1.003(0.635%) | |
| 3622 | 1.011 | $1.010 | $1.011 (-0.103%) | $1.003(0.725%) | |
| 3623 | 1.018 | $1.011 | $1.011 (-0.047%) | $1.003(0.815%) | |
| 3624 | 1.020 | $1.012 | $1.012 (0.012%) | $1.003(0.914%) | |
| 3625 | 1.011 | $1.012 | $1.012 (0.031%) | $1.003(0.930%) | |
| 3626 | 1.020 | $1.013 | $1.012 (0.091%) | $1.003(1.029%) | |
| 3627 | 1.020 | $1.014 | $1.012 (0.189%) | $1.003(1.164%) | |
| 3628 | 1.018 | $1.015 | $1.013 (0.251%) | $1.003(1.253%) | |
| 3629 | 1.013 | $1.015 | $1.013 (0.267%) | $1.003(1.270%) | |
| 3630 | 1.015 | $1.015 | $1.013 (0.242%) | $1.003(1.255%) | |
| 3631 | 1.018 | $1.016 | $1.013 (0.256%) | $1.003(1.294%) | |
| 3632 | 1.011 | $1.015 | $1.013 (0.230%) | $1.003(1.257%) | |
| 3633 | 1.007 | $1.015 | $1.013 (0.244%) | $1.003(1.245%) | |
| 3634 | 1.003 | $1.014 | $1.012 (0.208%) | $1.003(1.166%) | |
| 3635 | 1.001 | $1.013 | $1.012 (0.164%) | $1.003(1.074%) | |
| 3636 | 1.002 | $1.012 | $1.011 (0.119%) | $1.003(0.985%) | |
| 3637 | 1.009 | $1.012 | $1.011 (0.075%) | $1.003(0.928%) | |
| 3638 | 1.007 | $1.012 | $1.011 (0.076%) | $1.003(0.911%) | |
| 3639 | 1.010 | $1.012 | $1.011 (0.114%) | $1.003(0.945%) | |
| 3640 | 1.004 | $1.012 | $1.011 (0.120%) | $1.003(0.921%) | |
| 3641 | 1.003 | $1.011 | $1.010 (0.085%) | $1.003(0.849%) | |
| 3642 | 0.995 | $1.010 | $1.010 (0.075%) | $1.003(0.771%) | |
| 3643 | 0.989 | $1.009 | $1.009 (0.023%) | $1.003(0.625%) | |
| 3644 | 0.986 | $1.007 | $1.008 (-0.044%) | $1.003(0.453%) | |
| 3645 | 0.980 | $1.006 | $1.006 (-0.075%) | $1.003(0.298%) | |
| 3646 | 0.983 | $1.004 | $1.005 (-0.153%) | $1.003(0.115%) | |
| 3647 | 0.980 | $1.002 | $1.004 (-0.238%) | $1.003(-0.084%) | |
| 3648 | 0.989 | $1.000 | $1.003 (-0.316%) | $1.003(-0.229%) | |
| 3649 | 0.994 | $0.999 | $1.003 (-0.368%) | $1.003(-0.323%) | |
| 3650 | 0.986 | $0.998 | $1.002 (-0.435%) | $1.003(-0.466%) | |
| 3651 | 0.982 | $0.996 | $1.001 (-0.525%) | $1.003(-0.648%) | |
| 3652 | 0.980 | $0.995 | $1.000 (-0.582%) | $1.003(-0.800%) | |
| 3653 | 0.985 | $0.993 | $1.000 (-0.623%) | $1.003(-0.908%) | |
| 3654 | 0.989 | $0.993 | $0.999 (-0.646%) | $1.003(-0.980%) | |
| 3655 | 0.992 | $0.992 | $0.999 (-0.661%) | $1.003(-1.027%) | |
| 3656 | 0.983 | $0.991 | $0.998 (-0.686%) | $1.003(-1.124%) | |
| 3657 | 0.984 | $0.990 | $0.998 (-0.745%) | $1.003(-1.244%) | |
| 3658 | 0.994 | $0.989 | $0.997 (-0.795%) | $1.003(-1.309%) | |
| 3659 | 0.995 | $0.989 | $0.997 (-0.860%) | $1.003(-1.385%) | |
| 3660 | 0.999 | $0.988 | $0.997 (-0.895%) | $1.003(-1.413%) | |
| 3661 | 0.992 | $0.988 | $0.997 (-0.924%) | $1.003(-1.468%) | |
| 3662 | 0.994 | $0.988 | $0.997 (-0.918%) | $1.003(-1.475%) | |
| 3663 | 0.987 | $0.988 | $0.996 (-0.882%) | $1.003(-1.486%) | |
| 3664 | 0.984 | $0.988 | $0.996 (-0.833%) | $1.003(-1.494%) | |
| 3665 | 0.988 | $0.988 | $0.995 (-0.758%) | $1.003(-1.452%) | |
| 3666 | 0.998 | $0.989 | $0.996 (-0.694%) | $1.003(-1.379%) | |
| 3667 | 0.988 | $0.989 | $0.995 (-0.620%) | $1.003(-1.339%) | |
| 3668 | 0.989 | $0.989 | $0.995 (-0.593%) | $1.003(-1.341%) | |
| 3669 | 0.996 | $0.989 | $0.995 (-0.588%) | $1.003(-1.330%) | |
| 3670 | 0.993 | $0.989 | $0.995 (-0.544%) | $1.003(-1.297%) | |
| 3671 | 0.991 | $0.990 | $0.995 (-0.481%) | $1.002(-1.253%) | |
| 3672 | 0.983 | $0.990 | $0.994 (-0.412%) | $1.002(-1.237%) | |
| 3673 | 0.990 | $0.990 | $0.994 (-0.369%) | $1.002(-1.212%) | |
| 3674 | 0.982 | $0.990 | $0.993 (-0.349%) | $1.002(-1.248%) | |
| 3675 | 0.991 | $0.990 | $0.993 (-0.343%) | $1.002(-1.251%) | |
| 3676 | 0.987 | $0.990 | $0.993 (-0.292%) | $1.002(-1.228%) | |
| 3677 | 0.985 | $0.990 | $0.993 (-0.252%) | $1.002(-1.222%) | |
| 3678 | 0.980 | $0.990 | $0.992 (-0.264%) | $1.002(-1.291%) | |
| 3679 | 0.989 | $0.989 | $0.992 (-0.279%) | $1.002(-1.319%) | |
| 3680 | 0.989 | $0.989 | $0.992 (-0.314%) | $1.002(-1.367%) | |
| 3681 | 0.981 | $0.988 | $0.991 (-0.318%) | $1.002(-1.418%) | |
| 3682 | 0.980 | $0.988 | $0.991 (-0.335%) | $1.002(-1.487%) | |
| 3683 | 0.982 | $0.987 | $0.990 (-0.318%) | $1.002(-1.510%) | |
| 3684 | 0.987 | $0.987 | $0.990 (-0.285%) | $1.002(-1.495%) | |
| 3685 | 0.991 | $0.988 | $0.990 (-0.275%) | $1.002(-1.481%) | |
| 3686 | 0.999 | $0.988 | $0.991 (-0.308%) | $1.002(-1.473%) | |
| 3687 | 0.990 | $0.988 | $0.991 (-0.295%) | $1.002(-1.462%) | |
| 3688 | 0.982 | $0.987 | $0.990 (-0.290%) | $1.002(-1.494%) | |
| 3689 | 0.980 | $0.987 | $0.990 (-0.324%) | $1.002(-1.575%) | |
| 3690 | 0.980 | $0.986 | $0.989 (-0.344%) | $1.002(-1.637%) | |
| 3691 | 0.980 | $0.985 | $0.989 (-0.354%) | $1.002(-1.690%) | |
| 3692 | 0.987 | $0.986 | $0.989 (-0.326%) | $1.002(-1.670%) | |
| 3693 | 0.988 | $0.986 | $0.989 (-0.332%) | $1.002(-1.679%) | |
| 3694 | 0.987 | $0.986 | $0.989 (-0.297%) | $1.002(-1.654%) | |
| 3695 | 0.981 | $0.985 | $0.988 (-0.313%) | $1.002(-1.703%) | |
| 3696 | 0.980 | $0.985 | $0.988 (-0.311%) | $1.002(-1.738%) | |
| 3697 | 0.984 | $0.985 | $0.988 (-0.300%) | $1.002(-1.745%) | |
| 3698 | 0.980 | $0.985 | $0.987 (-0.264%) | $1.002(-1.744%) | |
| 3699 | 0.980 | $0.984 | $0.987 (-0.276%) | $1.002(-1.789%) | |
| 3700 | 0.980 | $0.984 | $0.987 (-0.288%) | $1.002(-1.833%) | |
| 3701 | 0.988 | $0.984 | $0.987 (-0.259%) | $1.002(-1.800%) | |
| 3702 | 0.997 | $0.985 | $0.987 (-0.220%) | $1.002(-1.717%) | |
| 3703 | 0.997 | $0.986 | $0.988 (-0.187%) | $1.002(-1.639%) | |
| 3704 | 1.007 | $0.987 | $0.989 (-0.173%) | $1.002(-1.539%) | |
| 3705 | 0.997 | $0.987 | $0.989 (-0.181%) | $1.002(-1.509%) | |
| 3706 | 1.005 | $0.988 | $0.990 (-0.225%) | $1.002(-1.481%) | |
| 3707 | 0.997 | $0.988 | $0.990 (-0.225%) | $1.002(-1.446%) | |
| 3708 | 1.002 | $0.989 | $0.991 (-0.179%) | $1.002(-1.344%) | |
| 3709 | 0.992 | $0.990 | $0.991 (-0.124%) | $1.002(-1.282%) | |
| 3710 | 0.988 | $0.990 | $0.991 (-0.071%) | $1.002(-1.241%) | |
| 3711 | 0.997 | $0.991 | $0.991 (-0.015%) | $1.002(-1.156%) | |
| 3712 | 0.993 | $0.991 | $0.991 (0.006%) | $1.002(-1.126%) | |
| 3713 | 0.988 | $0.991 | $0.991 (0.019%) | $1.002(-1.128%) | |
| 3714 | 0.980 | $0.991 | $0.990 (0.035%) | $1.002(-1.159%) | |
| 3715 | 0.985 | $0.991 | $0.990 (0.078%) | $1.002(-1.140%) | |
| 3716 | 0.988 | $0.991 | $0.990 (0.128%) | $1.002(-1.101%) | |
| 3717 | 0.983 | $0.991 | $0.990 (0.155%) | $1.002(-1.105%) | |
| 3718 | 0.987 | $0.992 | $0.990 (0.203%) | $1.002(-1.070%) | |
| 3719 | 0.990 | $0.992 | $0.990 (0.251%) | $1.002(-1.021%) | |
| 3720 | 0.996 | $0.993 | $0.990 (0.303%) | $1.002(-0.942%) | |
| 3721 | 1.002 | $0.994 | $0.990 (0.319%) | $1.002(-0.870%) | |
| 3722 | 1.007 | $0.994 | $0.991 (0.295%) | $1.002(-0.817%) | |
| 3723 | 1.009 | $0.995 | $0.992 (0.272%) | $1.002(-0.760%) | |
| 3724 | 1.003 | $0.994 | $0.992 (0.202%) | $1.002(-0.781%) | |
| 3725 | 1.010 | $0.995 | $0.993 (0.187%) | $1.002(-0.714%) | |
| 3726 | 1.012 | $0.996 | $0.994 (0.138%) | $1.002(-0.677%) | |
| 3727 | 1.020 | $0.997 | $0.995 (0.133%) | $1.002(-0.565%) | |
| 3728 | 1.020 | $0.998 | $0.996 (0.108%) | $1.002(-0.478%) | |
| 3729 | 1.015 | $0.999 | $0.997 (0.136%) | $1.002(-0.367%) | |
| 3730 | 1.011 | $1.000 | $0.998 (0.188%) | $1.002(-0.253%) | |
| 3731 | 1.019 | $1.001 | $0.999 (0.202%) | $1.002(-0.144%) | |
| 3732 | 1.011 | $1.002 | $0.999 (0.237%) | $1.002(-0.056%) | |
| 3733 | 1.001 | $1.002 | $1.000 (0.297%) | $1.002(0.013%) | |
| 3734 | 0.995 | $1.003 | $0.999 (0.391%) | $1.002(0.085%) | |
| 3735 | 0.993 | $1.004 | $0.999 (0.459%) | $1.002(0.122%) | |
| 3736 | 0.999 | $1.004 | $0.999 (0.515%) | $1.002(0.178%) | |
| 3737 | 0.992 | $1.005 | $0.999 (0.591%) | $1.002(0.221%) | |
| 3738 | 0.982 | $1.004 | $0.998 (0.643%) | $1.002(0.199%) | |
| 3739 | 0.980 | $1.004 | $0.997 (0.676%) | $1.002(0.151%) | |
| 3740 | 0.984 | $1.003 | $0.997 (0.677%) | $1.002(0.094%) | |
| 3741 | 0.980 | $1.002 | $0.996 (0.641%) | $1.002(-0.015%) | |
| 3742 | 0.980 | $1.001 | $0.995 (0.576%) | $1.002(-0.151%) | |
| 3743 | 0.980 | $0.999 | $0.994 (0.502%) | $1.002(-0.293%) | |
| 3744 | 0.981 | $0.998 | $0.994 (0.454%) | $1.002(-0.400%) | |
| 3745 | 0.980 | $0.997 | $0.993 (0.364%) | $1.002(-0.551%) | |
| 3746 | 0.980 | $0.995 | $0.993 (0.262%) | $1.002(-0.711%) | |
| 3747 | 0.980 | $0.993 | $0.992 (0.118%) | $1.002(-0.910%) | |
| 3748 | 0.980 | $0.991 | $0.991 (-0.029%) | $1.002(-1.109%) | |
| 3749 | 0.980 | $0.989 | $0.991 (-0.152%) | $1.002(-1.283%) | |
| 3750 | 0.980 | $0.988 | $0.990 (-0.259%) | $1.002(-1.437%) | |
| 3751 | 0.980 | $0.986 | $0.990 (-0.408%) | $1.002(-1.631%) | |
| 3752 | 0.980 | $0.984 | $0.989 (-0.518%) | $1.002(-1.783%) | |
| 3753 | 0.986 | $0.984 | $0.989 (-0.580%) | $1.002(-1.861%) | |
| 3754 | 0.980 | $0.983 | $0.989 (-0.611%) | $1.002(-1.933%) | |
| 3755 | 0.980 | $0.982 | $0.988 (-0.634%) | $1.002(-1.996%) | |
| 3756 | 0.980 | $0.981 | $0.988 (-0.692%) | $1.002(-2.090%) | |
| 3757 | 0.981 | $0.981 | $0.988 (-0.712%) | $1.002(-2.140%) | |
| 3758 | 0.980 | $0.981 | $0.987 (-0.689%) | $1.002(-2.152%) | |
| 3759 | 0.985 | $0.981 | $0.987 (-0.652%) | $1.002(-2.125%) | |
| 3760 | 0.991 | $0.981 | $0.988 (-0.635%) | $1.002(-2.091%) | |
| 3761 | 1.001 | $0.982 | $0.988 (-0.592%) | $1.002(-1.990%) | |
| 3762 | 1.001 | $0.983 | $0.989 (-0.544%) | $1.002(-1.883%) | |
| 3763 | 0.999 | $0.984 | $0.989 (-0.495%) | $1.002(-1.786%) | |
| 3764 | 1.007 | $0.986 | $0.990 (-0.446%) | $1.002(-1.659%) | |
| 3765 | 1.004 | $0.987 | $0.991 (-0.389%) | $1.002(-1.537%) | |
| 3766 | 1.004 | $0.988 | $0.991 (-0.329%) | $1.002(-1.418%) | |
| 3767 | 1.001 | $0.989 | $0.992 (-0.268%) | $1.002(-1.312%) | |
| 3768 | 1.002 | $0.990 | $0.992 (-0.204%) | $1.002(-1.202%) | |
| 3769 | 0.997 | $0.991 | $0.992 (-0.140%) | $1.002(-1.119%) | |
| 3770 | 0.994 | $0.992 | $0.992 (-0.077%) | $1.002(-1.049%) | |
| 3771 | 0.991 | $0.992 | $0.992 (-0.015%) | $1.002(-0.992%) | |
| 3772 | 0.983 | $0.992 | $0.992 (0.043%) | $1.002(-0.976%) | |
| 3773 | 0.992 | $0.993 | $0.992 (0.075%) | $1.002(-0.942%) | |
| 3774 | 0.989 | $0.993 | $0.992 (0.134%) | $1.002(-0.899%) | |
| 3775 | 0.983 | $0.993 | $0.991 (0.190%) | $1.002(-0.885%) | |
| 3776 | 0.980 | $0.993 | $0.991 (0.242%) | $1.002(-0.885%) | |
| 3777 | 0.980 | $0.993 | $0.990 (0.285%) | $1.002(-0.891%) | |
| 3778 | 0.990 | $0.994 | $0.990 (0.338%) | $1.002(-0.843%) | |
| 3779 | 0.992 | $0.994 | $0.990 (0.364%) | $1.002(-0.807%) | |
| 3780 | 1.001 | $0.995 | $0.991 (0.366%) | $1.002(-0.758%) | |
| 3781 | 1.004 | $0.995 | $0.992 (0.323%) | $1.002(-0.742%) | |
| 3782 | 1.005 | $0.995 | $0.992 (0.280%) | $1.002(-0.724%) | |
| 3783 | 0.998 | $0.995 | $0.992 (0.246%) | $1.002(-0.729%) | |
| 3784 | 0.999 | $0.994 | $0.993 (0.176%) | $1.002(-0.766%) | |
| 3785 | 1.003 | $0.994 | $0.993 (0.123%) | $1.002(-0.770%) | |
| 3786 | 1.003 | $0.994 | $0.994 (0.074%) | $1.002(-0.772%) | |
| 3787 | 1.011 | $0.995 | $0.994 (0.043%) | $1.002(-0.723%) | |
| 3788 | 1.005 | $0.995 | $0.995 (0.010%) | $1.002(-0.706%) | |
| 3789 | 0.999 | $0.995 | $0.995 (0.004%) | $1.002(-0.692%) | |
| 3790 | 1.000 | $0.996 | $0.995 (0.013%) | $1.002(-0.659%) | |
| 3791 | 0.995 | $0.996 | $0.995 (0.033%) | $1.002(-0.640%) | |
| 3792 | 0.998 | $0.996 | $0.996 (0.096%) | $1.002(-0.566%) | |
| 3793 | 1.007 | $0.997 | $0.996 (0.116%) | $1.002(-0.494%) | |
| 3794 | 1.011 | $0.998 | $0.997 (0.161%) | $1.002(-0.381%) | |
| 3795 | 1.012 | $1.000 | $0.997 (0.239%) | $1.002(-0.233%) | |
| 3796 | 1.017 | $1.002 | $0.998 (0.335%) | $1.002(-0.048%) | |
| 3797 | 1.020 | $1.004 | $0.999 (0.436%) | $1.002(0.151%) | |
| 3798 | 1.016 | $1.005 | $1.000 (0.492%) | $1.002(0.280%) | |
| 3799 | 1.007 | $1.006 | $1.000 (0.533%) | $1.002(0.355%) | |
| Total of Ltd Ma Variations: -20.151 | Total of Std ma variations: -124.022 |