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 | 1.020 | $1.013 | $1.010 (0.338%) | $1.003(1.033%) | |
| 3601 | 1.019 | $1.014 | $1.010 (0.387%) | $1.003(1.123%) | |
| 3602 | 1.020 | $1.015 | $1.010 (0.423%) | $1.003(1.205%) | |
| 3603 | 1.015 | $1.015 | $1.011 (0.411%) | $1.003(1.212%) | |
| 3604 | 1.006 | $1.015 | $1.010 (0.410%) | $1.003(1.189%) | |
| 3605 | 1.010 | $1.015 | $1.010 (0.447%) | $1.003(1.224%) | |
| 3606 | 1.008 | $1.015 | $1.010 (0.467%) | $1.003(1.234%) | |
| 3607 | 1.016 | $1.016 | $1.011 (0.515%) | $1.003(1.306%) | |
| 3608 | 1.017 | $1.016 | $1.011 (0.542%) | $1.003(1.364%) | |
| 3609 | 1.020 | $1.017 | $1.011 (0.530%) | $1.003(1.393%) | |
| 3610 | 1.013 | $1.016 | $1.011 (0.498%) | $1.003(1.368%) | |
| 3611 | 1.013 | $1.016 | $1.011 (0.456%) | $1.003(1.332%) | |
| 3612 | 1.019 | $1.016 | $1.012 (0.417%) | $1.003(1.327%) | |
| 3613 | 1.013 | $1.016 | $1.012 (0.376%) | $1.003(1.290%) | |
| 3614 | 1.020 | $1.016 | $1.012 (0.339%) | $1.003(1.289%) | |
| 3615 | 1.017 | $1.016 | $1.012 (0.328%) | $1.003(1.299%) | |
| 3616 | 1.011 | $1.016 | $1.012 (0.321%) | $1.003(1.286%) | |
| 3617 | 1.003 | $1.015 | $1.012 (0.300%) | $1.003(1.222%) | |
| 3618 | 1.005 | $1.014 | $1.012 (0.257%) | $1.003(1.144%) | |
| 3619 | 1.007 | $1.014 | $1.011 (0.213%) | $1.003(1.080%) | |
| 3620 | 1.010 | $1.013 | $1.011 (0.170%) | $1.003(1.030%) | |
| 3621 | 1.016 | $1.013 | $1.011 (0.136%) | $1.003(1.015%) | |
| 3622 | 1.012 | $1.012 | $1.012 (0.094%) | $1.003(0.975%) | |
| 3623 | 1.013 | $1.012 | $1.012 (0.078%) | $1.003(0.964%) | |
| 3624 | 1.013 | $1.013 | $1.012 (0.108%) | $1.003(1.000%) | |
| 3625 | 1.003 | $1.012 | $1.011 (0.111%) | $1.003(0.965%) | |
| 3626 | 0.997 | $1.012 | $1.011 (0.120%) | $1.003(0.910%) | |
| 3627 | 1.002 | $1.011 | $1.010 (0.092%) | $1.003(0.844%) | |
| 3628 | 0.993 | $1.010 | $1.009 (0.049%) | $1.003(0.724%) | |
| 3629 | 0.996 | $1.009 | $1.009 (-0.009%) | $1.003(0.605%) | |
| 3630 | 0.996 | $1.008 | $1.008 (-0.035%) | $1.003(0.520%) | |
| 3631 | 0.995 | $1.007 | $1.008 (-0.064%) | $1.003(0.430%) | |
| 3632 | 0.994 | $1.006 | $1.007 (-0.127%) | $1.003(0.302%) | |
| 3633 | 1.003 | $1.005 | $1.007 (-0.157%) | $1.003(0.256%) | |
| 3634 | 0.998 | $1.004 | $1.006 (-0.226%) | $1.003(0.148%) | |
| 3635 | 1.001 | $1.003 | $1.006 (-0.280%) | $1.003(0.069%) | |
| 3636 | 1.005 | $1.003 | $1.006 (-0.305%) | $1.003(0.040%) | |
| 3637 | 1.007 | $1.003 | $1.006 (-0.288%) | $1.003(0.059%) | |
| 3638 | 1.017 | $1.004 | $1.007 (-0.275%) | $1.003(0.119%) | |
| 3639 | 1.008 | $1.004 | $1.007 (-0.277%) | $1.003(0.123%) | |
| 3640 | 1.010 | $1.004 | $1.007 (-0.292%) | $1.003(0.124%) | |
| 3641 | 1.001 | $1.003 | $1.007 (-0.338%) | $1.003(0.049%) | |
| 3642 | 0.998 | $1.002 | $1.006 (-0.370%) | $1.003(-0.021%) | |
| 3643 | 0.989 | $1.001 | $1.005 (-0.409%) | $1.003(-0.138%) | |
| 3644 | 0.991 | $1.000 | $1.005 (-0.454%) | $1.003(-0.247%) | |
| 3645 | 0.992 | $1.000 | $1.004 (-0.452%) | $1.003(-0.304%) | |
| 3646 | 1.000 | $1.000 | $1.004 (-0.419%) | $1.003(-0.288%) | |
| 3647 | 1.004 | $1.000 | $1.004 (-0.411%) | $1.003(-0.283%) | |
| 3648 | 1.007 | $1.001 | $1.004 (-0.357%) | $1.003(-0.216%) | |
| 3649 | 1.013 | $1.001 | $1.005 (-0.312%) | $1.003(-0.129%) | |
| 3650 | 1.017 | $1.002 | $1.005 (-0.263%) | $1.003(-0.022%) | |
| 3651 | 1.018 | $1.004 | $1.006 (-0.204%) | $1.003(0.096%) | |
| 3652 | 1.012 | $1.005 | $1.006 (-0.141%) | $1.003(0.187%) | |
| 3653 | 1.015 | $1.005 | $1.006 (-0.124%) | $1.003(0.247%) | |
| 3654 | 1.011 | $1.006 | $1.007 (-0.081%) | $1.003(0.311%) | |
| 3655 | 1.004 | $1.006 | $1.006 (-0.054%) | $1.003(0.324%) | |
| 3656 | 1.010 | $1.006 | $1.007 (-0.047%) | $1.003(0.348%) | |
| 3657 | 1.006 | $1.006 | $1.007 (-0.048%) | $1.003(0.342%) | |
| 3658 | 1.002 | $1.005 | $1.006 (-0.099%) | $1.003(0.268%) | |
| 3659 | 1.005 | $1.005 | $1.006 (-0.108%) | $1.003(0.255%) | |
| 3660 | 1.013 | $1.005 | $1.007 (-0.124%) | $1.003(0.269%) | |
| 3661 | 1.005 | $1.006 | $1.007 (-0.095%) | $1.003(0.293%) | |
| 3662 | 1.012 | $1.006 | $1.007 (-0.049%) | $1.003(0.364%) | |
| 3663 | 1.018 | $1.008 | $1.007 (0.044%) | $1.003(0.507%) | |
| 3664 | 1.013 | $1.009 | $1.008 (0.127%) | $1.003(0.617%) | |
| 3665 | 1.020 | $1.010 | $1.008 (0.212%) | $1.003(0.758%) | |
| 3666 | 1.016 | $1.011 | $1.009 (0.255%) | $1.003(0.836%) | |
| 3667 | 1.006 | $1.011 | $1.008 (0.279%) | $1.003(0.850%) | |
| 3668 | 1.004 | $1.011 | $1.008 (0.286%) | $1.003(0.835%) | |
| 3669 | 0.999 | $1.010 | $1.008 (0.256%) | $1.003(0.766%) | |
| 3670 | 0.991 | $1.009 | $1.007 (0.201%) | $1.003(0.634%) | |
| 3671 | 0.983 | $1.007 | $1.006 (0.133%) | $1.003(0.458%) | |
| 3672 | 0.986 | $1.006 | $1.005 (0.096%) | $1.003(0.332%) | |
| 3673 | 0.995 | $1.005 | $1.005 (0.040%) | $1.003(0.228%) | |
| 3674 | 0.998 | $1.004 | $1.004 (0.004%) | $1.003(0.163%) | |
| 3675 | 1.008 | $1.005 | $1.004 (0.009%) | $1.003(0.182%) | |
| 3676 | 0.998 | $1.004 | $1.004 (-0.022%) | $1.003(0.122%) | |
| 3677 | 0.990 | $1.003 | $1.003 (-0.036%) | $1.003(0.043%) | |
| 3678 | 0.989 | $1.002 | $1.003 (-0.033%) | $1.003(-0.019%) | |
| 3679 | 0.983 | $1.001 | $1.002 (-0.055%) | $1.003(-0.130%) | |
| 3680 | 0.987 | $1.000 | $1.001 (-0.118%) | $1.003(-0.261%) | |
| 3681 | 0.988 | $0.999 | $1.001 (-0.145%) | $1.003(-0.347%) | |
| 3682 | 0.995 | $0.998 | $1.000 (-0.206%) | $1.003(-0.434%) | |
| 3683 | 0.985 | $0.997 | $1.000 (-0.300%) | $1.003(-0.598%) | |
| 3684 | 0.987 | $0.995 | $0.999 (-0.374%) | $1.003(-0.729%) | |
| 3685 | 0.993 | $0.994 | $0.999 (-0.482%) | $1.003(-0.863%) | |
| 3686 | 0.991 | $0.993 | $0.998 (-0.571%) | $1.003(-0.985%) | |
| 3687 | 0.995 | $0.992 | $0.998 (-0.612%) | $1.003(-1.043%) | |
| 3688 | 0.987 | $0.991 | $0.998 (-0.644%) | $1.003(-1.125%) | |
| 3689 | 0.981 | $0.990 | $0.997 (-0.661%) | $1.003(-1.218%) | |
| 3690 | 0.985 | $0.990 | $0.996 (-0.636%) | $1.003(-1.248%) | |
| 3691 | 0.987 | $0.990 | $0.996 (-0.574%) | $1.003(-1.229%) | |
| 3692 | 0.993 | $0.991 | $0.996 (-0.526%) | $1.003(-1.194%) | |
| 3693 | 1.003 | $0.991 | $0.996 (-0.516%) | $1.003(-1.151%) | |
| 3694 | 0.998 | $0.991 | $0.996 (-0.524%) | $1.003(-1.152%) | |
| 3695 | 1.004 | $0.991 | $0.997 (-0.577%) | $1.003(-1.171%) | |
| 3696 | 1.005 | $0.991 | $0.997 (-0.579%) | $1.003(-1.136%) | |
| 3697 | 1.007 | $0.992 | $0.997 (-0.538%) | $1.003(-1.050%) | |
| 3698 | 1.011 | $0.993 | $0.998 (-0.490%) | $1.003(-0.941%) | |
| 3699 | 1.013 | $0.995 | $0.999 (-0.408%) | $1.003(-0.794%) | |
| 3700 | 1.004 | $0.996 | $0.999 (-0.345%) | $1.003(-0.708%) | |
| 3701 | 1.001 | $0.996 | $0.999 (-0.290%) | $1.003(-0.641%) | |
| 3702 | 1.008 | $0.997 | $1.000 (-0.263%) | $1.003(-0.575%) | |
| 3703 | 1.008 | $0.998 | $1.000 (-0.186%) | $1.003(-0.460%) | |
| 3704 | 1.003 | $0.999 | $1.000 (-0.120%) | $1.003(-0.380%) | |
| 3705 | 1.006 | $0.999 | $1.000 (-0.083%) | $1.003(-0.317%) | |
| 3706 | 1.012 | $1.000 | $1.001 (-0.033%) | $1.003(-0.216%) | |
| 3707 | 1.004 | $1.001 | $1.001 (-0.002%) | $1.003(-0.171%) | |
| 3708 | 1.014 | $1.002 | $1.002 (0.073%) | $1.003(-0.039%) | |
| 3709 | 1.019 | $1.004 | $1.002 (0.186%) | $1.003(0.153%) | |
| 3710 | 1.020 | $1.006 | $1.003 (0.282%) | $1.003(0.329%) | |
| 3711 | 1.020 | $1.008 | $1.004 (0.369%) | $1.003(0.492%) | |
| 3712 | 1.020 | $1.009 | $1.005 (0.429%) | $1.003(0.625%) | |
| 3713 | 1.020 | $1.010 | $1.005 (0.443%) | $1.003(0.709%) | |
| 3714 | 1.020 | $1.011 | $1.006 (0.487%) | $1.003(0.819%) | |
| 3715 | 1.020 | $1.012 | $1.007 (0.505%) | $1.003(0.899%) | |
| 3716 | 1.020 | $1.012 | $1.007 (0.518%) | $1.003(0.974%) | |
| 3717 | 1.015 | $1.013 | $1.008 (0.522%) | $1.003(1.014%) | |
| 3718 | 1.009 | $1.013 | $1.008 (0.506%) | $1.003(1.003%) | |
| 3719 | 1.000 | $1.012 | $1.007 (0.478%) | $1.003(0.943%) | |
| 3720 | 0.996 | $1.012 | $1.007 (0.490%) | $1.003(0.902%) | |
| 3721 | 0.986 | $1.011 | $1.006 (0.507%) | $1.003(0.826%) | |
| 3722 | 0.993 | $1.010 | $1.005 (0.491%) | $1.003(0.750%) | |
| 3723 | 0.991 | $1.009 | $1.005 (0.472%) | $1.003(0.667%) | |
| 3724 | 0.983 | $1.008 | $1.004 (0.470%) | $1.003(0.566%) | |
| 3725 | 0.982 | $1.007 | $1.003 (0.450%) | $1.003(0.446%) | |
| 3726 | 0.990 | $1.006 | $1.002 (0.400%) | $1.003(0.340%) | |
| 3727 | 0.985 | $1.005 | $1.001 (0.383%) | $1.003(0.246%) | |
| 3728 | 0.980 | $1.003 | $1.000 (0.312%) | $1.003(0.079%) | |
| 3729 | 0.980 | $1.001 | $0.999 (0.209%) | $1.003(-0.115%) | |
| 3730 | 0.980 | $0.999 | $0.999 (0.098%) | $1.003(-0.314%) | |
| 3731 | 0.980 | $0.997 | $0.998 (-0.018%) | $1.003(-0.513%) | |
| 3732 | 0.980 | $0.995 | $0.997 (-0.138%) | $1.003(-0.712%) | |
| 3733 | 0.980 | $0.993 | $0.996 (-0.262%) | $1.003(-0.911%) | |
| 3734 | 0.980 | $0.991 | $0.995 (-0.390%) | $1.003(-1.110%) | |
| 3735 | 0.980 | $0.990 | $0.995 (-0.520%) | $1.003(-1.307%) | |
| 3736 | 0.980 | $0.988 | $0.994 (-0.654%) | $1.003(-1.506%) | |
| 3737 | 0.980 | $0.986 | $0.993 (-0.769%) | $1.003(-1.682%) | |
| 3738 | 0.980 | $0.984 | $0.993 (-0.853%) | $1.003(-1.825%) | |
| 3739 | 0.980 | $0.983 | $0.992 (-0.898%) | $1.003(-1.925%) | |
| 3740 | 0.980 | $0.982 | $0.992 (-0.922%) | $1.003(-2.004%) | |
| 3741 | 0.980 | $0.982 | $0.991 (-0.900%) | $1.003(-2.033%) | |
| 3742 | 0.987 | $0.982 | $0.991 (-0.910%) | $1.003(-2.062%) | |
| 3743 | 0.988 | $0.982 | $0.991 (-0.913%) | $1.003(-2.078%) | |
| 3744 | 0.985 | $0.982 | $0.991 (-0.876%) | $1.003(-2.069%) | |
| 3745 | 0.980 | $0.982 | $0.990 (-0.836%) | $1.003(-2.076%) | |
| 3746 | 0.987 | $0.982 | $0.990 (-0.839%) | $1.003(-2.092%) | |
| 3747 | 0.980 | $0.981 | $0.989 (-0.819%) | $1.003(-2.116%) | |
| 3748 | 0.980 | $0.981 | $0.989 (-0.776%) | $1.003(-2.116%) | |
| 3749 | 0.980 | $0.981 | $0.989 (-0.735%) | $1.003(-2.115%) | |
| 3750 | 0.980 | $0.981 | $0.988 (-0.696%) | $1.003(-2.114%) | |
| 3751 | 0.980 | $0.981 | $0.988 (-0.658%) | $1.003(-2.114%) | |
| 3752 | 0.980 | $0.981 | $0.987 (-0.622%) | $1.003(-2.113%) | |
| 3753 | 0.989 | $0.982 | $0.988 (-0.584%) | $1.003(-2.070%) | |
| 3754 | 0.996 | $0.983 | $0.988 (-0.542%) | $1.003(-1.989%) | |
| 3755 | 0.986 | $0.983 | $0.988 (-0.502%) | $1.003(-1.958%) | |
| 3756 | 0.980 | $0.983 | $0.987 (-0.467%) | $1.003(-1.958%) | |
| 3757 | 0.986 | $0.983 | $0.987 (-0.430%) | $1.002(-1.930%) | |
| 3758 | 0.983 | $0.983 | $0.987 (-0.394%) | $1.002(-1.913%) | |
| 3759 | 0.986 | $0.984 | $0.987 (-0.360%) | $1.002(-1.886%) | |
| 3760 | 0.993 | $0.984 | $0.987 (-0.321%) | $1.002(-1.820%) | |
| 3761 | 0.986 | $0.985 | $0.987 (-0.284%) | $1.002(-1.790%) | |
| 3762 | 0.982 | $0.984 | $0.987 (-0.284%) | $1.002(-1.813%) | |
| 3763 | 0.989 | $0.984 | $0.987 (-0.287%) | $1.002(-1.806%) | |
| 3764 | 0.987 | $0.984 | $0.987 (-0.274%) | $1.002(-1.793%) | |
| 3765 | 0.983 | $0.985 | $0.987 (-0.240%) | $1.002(-1.779%) | |
| 3766 | 0.992 | $0.985 | $0.987 (-0.237%) | $1.002(-1.753%) | |
| 3767 | 0.989 | $0.985 | $0.987 (-0.200%) | $1.002(-1.709%) | |
| 3768 | 0.986 | $0.986 | $0.987 (-0.164%) | $1.002(-1.679%) | |
| 3769 | 0.992 | $0.986 | $0.987 (-0.125%) | $1.002(-1.618%) | |
| 3770 | 0.991 | $0.987 | $0.988 (-0.085%) | $1.002(-1.563%) | |
| 3771 | 0.990 | $0.987 | $0.988 (-0.045%) | $1.002(-1.511%) | |
| 3772 | 0.989 | $0.988 | $0.988 (-0.005%) | $1.002(-1.464%) | |
| 3773 | 0.993 | $0.988 | $0.988 (-0.007%) | $1.002(-1.440%) | |
| 3774 | 0.993 | $0.988 | $0.988 (-0.045%) | $1.002(-1.454%) | |
| 3775 | 0.991 | $0.988 | $0.988 (-0.033%) | $1.002(-1.429%) | |
| 3776 | 1.000 | $0.989 | $0.989 (0.015%) | $1.002(-1.327%) | |
| 3777 | 0.993 | $0.990 | $0.989 (0.035%) | $1.002(-1.289%) | |
| 3778 | 0.996 | $0.990 | $0.989 (0.067%) | $1.002(-1.224%) | |
| 3779 | 1.006 | $0.991 | $0.990 (0.094%) | $1.002(-1.124%) | |
| 3780 | 1.009 | $0.992 | $0.991 (0.089%) | $1.002(-1.042%) | |
| 3781 | 1.014 | $0.993 | $0.992 (0.125%) | $1.002(-0.903%) | |
| 3782 | 1.009 | $0.995 | $0.993 (0.183%) | $1.002(-0.770%) | |
| 3783 | 1.018 | $0.996 | $0.994 (0.211%) | $1.002(-0.630%) | |
| 3784 | 1.020 | $0.998 | $0.995 (0.258%) | $1.002(-0.466%) | |
| 3785 | 1.020 | $1.000 | $0.996 (0.332%) | $1.002(-0.280%) | |
| 3786 | 1.020 | $1.001 | $0.997 (0.363%) | $1.002(-0.142%) | |
| 3787 | 1.013 | $1.002 | $0.998 (0.414%) | $1.002(-0.022%) | |
| 3788 | 1.018 | $1.004 | $0.999 (0.483%) | $1.002(0.137%) | |
| 3789 | 1.016 | $1.005 | $1.000 (0.525%) | $1.002(0.255%) | |
| 3790 | 1.010 | $1.006 | $1.000 (0.573%) | $1.002(0.349%) | |
| 3791 | 1.009 | $1.007 | $1.001 (0.626%) | $1.002(0.444%) | |
| 3792 | 1.017 | $1.008 | $1.001 (0.690%) | $1.002(0.583%) | |
| 3793 | 1.008 | $1.009 | $1.002 (0.733%) | $1.002(0.656%) | |
| 3794 | 1.005 | $1.010 | $1.002 (0.777%) | $1.002(0.715%) | |
| 3795 | 1.011 | $1.011 | $1.002 (0.834%) | $1.002(0.814%) | |
| 3796 | 1.005 | $1.011 | $1.002 (0.845%) | $1.002(0.838%) | |
| 3797 | 1.006 | $1.012 | $1.003 (0.892%) | $1.002(0.904%) | |
| 3798 | 1.008 | $1.012 | $1.003 (0.926%) | $1.002(0.962%) | |
| 3799 | 1.005 | $1.012 | $1.003 (0.912%) | $1.002(0.959%) | |
| Total of Ltd Ma Variations: -8.205 | Total of Std ma variations: -45.115 |