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 | 1.003 | $1.009 | $1.008 (0.089%) | $1.001(0.807%) | |
| 3601 | 0.995 | $1.008 | $1.007 (0.029%) | $1.001(0.689%) | |
| 3602 | 1.005 | $1.007 | $1.007 (-0.002%) | $1.001(0.647%) | |
| 3603 | 1.002 | $1.007 | $1.007 (-0.044%) | $1.001(0.582%) | |
| 3604 | 1.008 | $1.007 | $1.007 (-0.046%) | $1.001(0.585%) | |
| 3605 | 1.007 | $1.006 | $1.007 (-0.053%) | $1.001(0.577%) | |
| 3606 | 1.015 | $1.007 | $1.007 (-0.069%) | $1.001(0.597%) | |
| 3607 | 1.018 | $1.007 | $1.008 (-0.049%) | $1.001(0.663%) | |
| 3608 | 1.013 | $1.007 | $1.008 (-0.075%) | $1.001(0.658%) | |
| 3609 | 1.005 | $1.007 | $1.008 (-0.092%) | $1.001(0.627%) | |
| 3610 | 1.002 | $1.006 | $1.008 (-0.125%) | $1.001(0.565%) | |
| 3611 | 1.007 | $1.006 | $1.008 (-0.187%) | $1.001(0.501%) | |
| 3612 | 1.015 | $1.005 | $1.008 (-0.245%) | $1.001(0.474%) | |
| 3613 | 1.018 | $1.006 | $1.008 (-0.251%) | $1.001(0.513%) | |
| 3614 | 1.013 | $1.006 | $1.009 (-0.252%) | $1.001(0.532%) | |
| 3615 | 1.006 | $1.006 | $1.008 (-0.228%) | $1.001(0.545%) | |
| 3616 | 1.008 | $1.007 | $1.008 (-0.194%) | $1.001(0.579%) | |
| 3617 | 1.003 | $1.007 | $1.008 (-0.131%) | $1.001(0.615%) | |
| 3618 | 1.012 | $1.007 | $1.008 (-0.095%) | $1.001(0.667%) | |
| 3619 | 1.013 | $1.008 | $1.009 (-0.024%) | $1.001(0.759%) | |
| 3620 | 1.020 | $1.009 | $1.009 (0.009%) | $1.001(0.843%) | |
| 3621 | 1.020 | $1.010 | $1.010 (0.082%) | $1.001(0.967%) | |
| 3622 | 1.020 | $1.011 | $1.010 (0.109%) | $1.001(1.041%) | |
| 3623 | 1.016 | $1.012 | $1.010 (0.152%) | $1.001(1.108%) | |
| 3624 | 1.019 | $1.012 | $1.011 (0.166%) | $1.001(1.164%) | |
| 3625 | 1.020 | $1.013 | $1.011 (0.190%) | $1.001(1.229%) | |
| 3626 | 1.020 | $1.013 | $1.012 (0.174%) | $1.001(1.253%) | |
| 3627 | 1.020 | $1.013 | $1.012 (0.148%) | $1.001(1.264%) | |
| 3628 | 1.020 | $1.014 | $1.012 (0.148%) | $1.001(1.301%) | |
| 3629 | 1.019 | $1.015 | $1.013 (0.189%) | $1.001(1.373%) | |
| 3630 | 1.020 | $1.015 | $1.013 (0.245%) | $1.001(1.463%) | |
| 3631 | 1.019 | $1.016 | $1.013 (0.276%) | $1.001(1.522%) | |
| 3632 | 1.016 | $1.016 | $1.013 (0.271%) | $1.001(1.529%) | |
| 3633 | 1.020 | $1.016 | $1.014 (0.250%) | $1.001(1.537%) | |
| 3634 | 1.020 | $1.017 | $1.014 (0.257%) | $1.001(1.573%) | |
| 3635 | 1.020 | $1.017 | $1.014 (0.298%) | $1.001(1.641%) | |
| 3636 | 1.017 | $1.018 | $1.014 (0.328%) | $1.001(1.683%) | |
| 3637 | 1.020 | $1.019 | $1.015 (0.389%) | $1.001(1.770%) | |
| 3638 | 1.011 | $1.019 | $1.014 (0.401%) | $1.001(1.765%) | |
| 3639 | 1.020 | $1.019 | $1.015 (0.411%) | $1.001(1.800%) | |
| 3640 | 1.020 | $1.019 | $1.015 (0.387%) | $1.001(1.799%) | |
| 3641 | 1.018 | $1.019 | $1.015 (0.363%) | $1.001(1.790%) | |
| 3642 | 1.019 | $1.019 | $1.015 (0.341%) | $1.001(1.784%) | |
| 3643 | 1.019 | $1.019 | $1.015 (0.341%) | $1.001(1.803%) | |
| 3644 | 1.014 | $1.019 | $1.015 (0.321%) | $1.001(1.774%) | |
| 3645 | 1.020 | $1.019 | $1.016 (0.300%) | $1.001(1.774%) | |
| 3646 | 1.015 | $1.018 | $1.016 (0.278%) | $1.001(1.748%) | |
| 3647 | 1.018 | $1.018 | $1.016 (0.257%) | $1.001(1.736%) | |
| 3648 | 1.020 | $1.018 | $1.016 (0.238%) | $1.001(1.736%) | |
| 3649 | 1.020 | $1.018 | $1.016 (0.222%) | $1.001(1.738%) | |
| 3650 | 1.020 | $1.018 | $1.016 (0.204%) | $1.001(1.738%) | |
| 3651 | 1.016 | $1.018 | $1.016 (0.190%) | $1.001(1.723%) | |
| 3652 | 1.020 | $1.018 | $1.016 (0.193%) | $1.001(1.742%) | |
| 3653 | 1.020 | $1.018 | $1.017 (0.177%) | $1.001(1.741%) | |
| 3654 | 1.017 | $1.018 | $1.017 (0.160%) | $1.001(1.724%) | |
| 3655 | 1.011 | $1.018 | $1.016 (0.140%) | $1.001(1.679%) | |
| 3656 | 1.015 | $1.018 | $1.016 (0.137%) | $1.001(1.671%) | |
| 3657 | 1.010 | $1.017 | $1.016 (0.116%) | $1.001(1.620%) | |
| 3658 | 1.004 | $1.017 | $1.015 (0.135%) | $1.001(1.585%) | |
| 3659 | 1.005 | $1.016 | $1.015 (0.108%) | $1.001(1.511%) | |
| 3660 | 1.001 | $1.015 | $1.014 (0.077%) | $1.001(1.417%) | |
| 3661 | 1.006 | $1.015 | $1.014 (0.055%) | $1.001(1.358%) | |
| 3662 | 0.997 | $1.013 | $1.013 (0.022%) | $1.001(1.246%) | |
| 3663 | 1.004 | $1.013 | $1.013 (-0.013%) | $1.001(1.170%) | |
| 3664 | 0.996 | $1.012 | $1.012 (-0.025%) | $1.001(1.080%) | |
| 3665 | 1.004 | $1.011 | $1.012 (-0.068%) | $1.001(1.001%) | |
| 3666 | 1.011 | $1.011 | $1.012 (-0.085%) | $1.001(0.980%) | |
| 3667 | 1.005 | $1.010 | $1.011 (-0.118%) | $1.001(0.918%) | |
| 3668 | 1.002 | $1.009 | $1.011 (-0.165%) | $1.001(0.828%) | |
| 3669 | 0.996 | $1.008 | $1.010 (-0.217%) | $1.001(0.706%) | |
| 3670 | 1.002 | $1.007 | $1.010 (-0.270%) | $1.001(0.614%) | |
| 3671 | 0.994 | $1.006 | $1.009 (-0.308%) | $1.001(0.504%) | |
| 3672 | 0.989 | $1.004 | $1.008 (-0.372%) | $1.001(0.347%) | |
| 3673 | 0.984 | $1.003 | $1.007 (-0.442%) | $1.001(0.168%) | |
| 3674 | 0.985 | $1.001 | $1.006 (-0.499%) | $1.001(0.013%) | |
| 3675 | 0.985 | $1.000 | $1.005 (-0.535%) | $1.001(-0.116%) | |
| 3676 | 0.986 | $0.998 | $1.004 (-0.594%) | $1.001(-0.260%) | |
| 3677 | 0.986 | $0.997 | $1.003 (-0.630%) | $1.001(-0.377%) | |
| 3678 | 0.987 | $0.996 | $1.003 (-0.641%) | $1.001(-0.460%) | |
| 3679 | 0.991 | $0.996 | $1.002 (-0.659%) | $1.001(-0.530%) | |
| 3680 | 1.000 | $0.996 | $1.002 (-0.655%) | $1.001(-0.537%) | |
| 3681 | 0.996 | $0.995 | $1.002 (-0.679%) | $1.001(-0.590%) | |
| 3682 | 1.002 | $0.995 | $1.002 (-0.653%) | $1.001(-0.565%) | |
| 3683 | 1.008 | $0.995 | $1.002 (-0.662%) | $1.001(-0.545%) | |
| 3684 | 1.005 | $0.996 | $1.002 (-0.629%) | $1.001(-0.497%) | |
| 3685 | 1.005 | $0.996 | $1.002 (-0.637%) | $1.001(-0.491%) | |
| 3686 | 0.998 | $0.995 | $1.002 (-0.681%) | $1.001(-0.555%) | |
| 3687 | 1.003 | $0.995 | $1.002 (-0.697%) | $1.001(-0.565%) | |
| 3688 | 0.997 | $0.995 | $1.002 (-0.698%) | $1.001(-0.590%) | |
| 3689 | 0.998 | $0.995 | $1.002 (-0.668%) | $1.001(-0.579%) | |
| 3690 | 0.995 | $0.995 | $1.001 (-0.671%) | $1.001(-0.615%) | |
| 3691 | 0.987 | $0.994 | $1.001 (-0.640%) | $1.001(-0.649%) | |
| 3692 | 0.985 | $0.994 | $1.000 (-0.587%) | $1.001(-0.668%) | |
| 3693 | 0.980 | $0.994 | $0.999 (-0.517%) | $1.001(-0.688%) | |
| 3694 | 0.980 | $0.994 | $0.998 (-0.457%) | $1.001(-0.715%) | |
| 3695 | 0.980 | $0.993 | $0.997 (-0.400%) | $1.001(-0.741%) | |
| 3696 | 0.986 | $0.993 | $0.997 (-0.350%) | $1.001(-0.741%) | |
| 3697 | 0.983 | $0.993 | $0.996 (-0.303%) | $1.001(-0.758%) | |
| 3698 | 0.980 | $0.993 | $0.996 (-0.266%) | $1.001(-0.795%) | |
| 3699 | 0.984 | $0.993 | $0.995 (-0.249%) | $1.001(-0.832%) | |
| 3700 | 0.986 | $0.992 | $0.995 (-0.277%) | $1.001(-0.898%) | |
| 3701 | 0.984 | $0.991 | $0.994 (-0.287%) | $1.001(-0.955%) | |
| 3702 | 0.988 | $0.991 | $0.994 (-0.328%) | $1.001(-1.022%) | |
| 3703 | 0.995 | $0.990 | $0.994 (-0.400%) | $1.001(-1.086%) | |
| 3704 | 0.992 | $0.989 | $0.994 (-0.458%) | $1.001(-1.153%) | |
| 3705 | 0.998 | $0.989 | $0.994 (-0.514%) | $1.001(-1.192%) | |
| 3706 | 0.999 | $0.989 | $0.994 (-0.531%) | $1.001(-1.188%) | |
| 3707 | 0.996 | $0.989 | $0.994 (-0.577%) | $1.001(-1.226%) | |
| 3708 | 1.002 | $0.989 | $0.995 (-0.586%) | $1.001(-1.200%) | |
| 3709 | 1.011 | $0.989 | $0.995 (-0.594%) | $1.001(-1.135%) | |
| 3710 | 1.013 | $0.990 | $0.996 (-0.581%) | $1.001(-1.042%) | |
| 3711 | 1.018 | $0.992 | $0.997 (-0.524%) | $1.001(-0.889%) | |
| 3712 | 1.014 | $0.993 | $0.998 (-0.453%) | $1.001(-0.744%) | |
| 3713 | 1.018 | $0.995 | $0.999 (-0.354%) | $1.001(-0.554%) | |
| 3714 | 1.020 | $0.997 | $1.000 (-0.250%) | $1.001(-0.354%) | |
| 3715 | 1.014 | $0.999 | $1.000 (-0.144%) | $1.001(-0.183%) | |
| 3716 | 1.020 | $1.001 | $1.001 (-0.063%) | $1.001(-0.015%) | |
| 3717 | 1.020 | $1.003 | $1.002 (0.038%) | $1.001(0.171%) | |
| 3718 | 1.012 | $1.004 | $1.003 (0.154%) | $1.001(0.333%) | |
| 3719 | 1.010 | $1.006 | $1.003 (0.252%) | $1.001(0.464%) | |
| 3720 | 1.007 | $1.007 | $1.003 (0.337%) | $1.001(0.569%) | |
| 3721 | 1.011 | $1.008 | $1.004 (0.435%) | $1.001(0.705%) | |
| 3722 | 1.012 | $1.009 | $1.004 (0.515%) | $1.001(0.823%) | |
| 3723 | 1.018 | $1.010 | $1.005 (0.564%) | $1.001(0.935%) | |
| 3724 | 1.020 | $1.012 | $1.005 (0.634%) | $1.001(1.075%) | |
| 3725 | 1.011 | $1.012 | $1.006 (0.674%) | $1.001(1.141%) | |
| 3726 | 1.019 | $1.013 | $1.006 (0.714%) | $1.001(1.242%) | |
| 3727 | 1.020 | $1.015 | $1.007 (0.771%) | $1.001(1.363%) | |
| 3728 | 1.014 | $1.015 | $1.007 (0.798%) | $1.001(1.424%) | |
| 3729 | 1.014 | $1.015 | $1.007 (0.782%) | $1.001(1.441%) | |
| 3730 | 1.006 | $1.015 | $1.007 (0.753%) | $1.001(1.405%) | |
| 3731 | 1.010 | $1.015 | $1.008 (0.703%) | $1.001(1.367%) | |
| 3732 | 1.009 | $1.014 | $1.008 (0.673%) | $1.001(1.343%) | |
| 3733 | 1.016 | $1.014 | $1.008 (0.624%) | $1.001(1.330%) | |
| 3734 | 1.009 | $1.014 | $1.008 (0.565%) | $1.001(1.275%) | |
| 3735 | 1.013 | $1.014 | $1.008 (0.536%) | $1.001(1.268%) | |
| 3736 | 1.004 | $1.013 | $1.008 (0.475%) | $1.001(1.187%) | |
| 3737 | 1.010 | $1.012 | $1.008 (0.417%) | $1.001(1.137%) | |
| 3738 | 1.010 | $1.012 | $1.008 (0.396%) | $1.001(1.122%) | |
| 3739 | 1.005 | $1.012 | $1.008 (0.386%) | $1.001(1.098%) | |
| 3740 | 0.996 | $1.011 | $1.008 (0.384%) | $1.001(1.042%) | |
| 3741 | 0.991 | $1.010 | $1.007 (0.357%) | $1.001(0.939%) | |
| 3742 | 0.995 | $1.010 | $1.006 (0.326%) | $1.001(0.856%) | |
| 3743 | 0.998 | $1.009 | $1.006 (0.265%) | $1.001(0.759%) | |
| 3744 | 0.992 | $1.007 | $1.005 (0.189%) | $1.001(0.619%) | |
| 3745 | 0.997 | $1.006 | $1.005 (0.157%) | $1.001(0.551%) | |
| 3746 | 0.990 | $1.005 | $1.004 (0.080%) | $1.001(0.408%) | |
| 3747 | 0.985 | $1.003 | $1.003 (-0.008%) | $1.001(0.234%) | |
| 3748 | 0.980 | $1.002 | $1.002 (-0.074%) | $1.001(0.062%) | |
| 3749 | 0.980 | $1.000 | $1.001 (-0.144%) | $1.001(-0.108%) | |
| 3750 | 0.980 | $0.999 | $1.000 (-0.178%) | $1.001(-0.238%) | |
| 3751 | 0.984 | $0.997 | $1.000 (-0.235%) | $1.001(-0.370%) | |
| 3752 | 0.986 | $0.996 | $0.999 (-0.288%) | $1.001(-0.484%) | |
| 3753 | 0.981 | $0.994 | $0.998 (-0.380%) | $1.001(-0.658%) | |
| 3754 | 0.980 | $0.993 | $0.997 (-0.444%) | $1.001(-0.803%) | |
| 3755 | 0.990 | $0.992 | $0.997 (-0.526%) | $1.001(-0.919%) | |
| 3756 | 0.982 | $0.991 | $0.996 (-0.567%) | $1.001(-1.028%) | |
| 3757 | 0.981 | $0.989 | $0.996 (-0.644%) | $1.001(-1.171%) | |
| 3758 | 0.983 | $0.988 | $0.995 (-0.720%) | $1.001(-1.302%) | |
| 3759 | 0.982 | $0.987 | $0.994 (-0.777%) | $1.001(-1.418%) | |
| 3760 | 0.987 | $0.986 | $0.994 (-0.790%) | $1.001(-1.467%) | |
| 3761 | 0.981 | $0.986 | $0.993 (-0.780%) | $1.001(-1.514%) | |
| 3762 | 0.980 | $0.985 | $0.993 (-0.796%) | $1.001(-1.590%) | |
| 3763 | 0.981 | $0.984 | $0.992 (-0.830%) | $1.001(-1.676%) | |
| 3764 | 0.980 | $0.983 | $0.992 (-0.835%) | $1.001(-1.736%) | |
| 3765 | 0.980 | $0.983 | $0.991 (-0.868%) | $1.001(-1.821%) | |
| 3766 | 0.980 | $0.982 | $0.991 (-0.869%) | $1.001(-1.872%) | |
| 3767 | 0.980 | $0.982 | $0.990 (-0.847%) | $1.001(-1.897%) | |
| 3768 | 0.980 | $0.982 | $0.990 (-0.800%) | $1.001(-1.897%) | |
| 3769 | 0.989 | $0.982 | $0.990 (-0.751%) | $1.001(-1.853%) | |
| 3770 | 0.990 | $0.983 | $0.990 (-0.702%) | $1.001(-1.802%) | |
| 3771 | 0.991 | $0.983 | $0.990 (-0.671%) | $1.001(-1.765%) | |
| 3772 | 0.998 | $0.984 | $0.990 (-0.647%) | $1.001(-1.707%) | |
| 3773 | 1.007 | $0.985 | $0.991 (-0.592%) | $1.001(-1.577%) | |
| 3774 | 1.000 | $0.986 | $0.991 (-0.532%) | $1.001(-1.476%) | |
| 3775 | 0.999 | $0.987 | $0.992 (-0.520%) | $1.001(-1.428%) | |
| 3776 | 0.990 | $0.987 | $0.992 (-0.471%) | $1.001(-1.388%) | |
| 3777 | 0.990 | $0.987 | $0.991 (-0.420%) | $1.001(-1.347%) | |
| 3778 | 0.993 | $0.988 | $0.992 (-0.378%) | $1.001(-1.297%) | |
| 3779 | 1.000 | $0.989 | $0.992 (-0.324%) | $1.001(-1.203%) | |
| 3780 | 1.006 | $0.990 | $0.993 (-0.290%) | $1.001(-1.105%) | |
| 3781 | 1.003 | $0.991 | $0.993 (-0.227%) | $1.001(-0.997%) | |
| 3782 | 1.001 | $0.992 | $0.993 (-0.158%) | $1.001(-0.893%) | |
| 3783 | 1.003 | $0.993 | $0.994 (-0.091%) | $1.001(-0.783%) | |
| 3784 | 0.994 | $0.994 | $0.994 (-0.021%) | $1.001(-0.712%) | |
| 3785 | 0.985 | $0.994 | $0.993 (0.045%) | $1.001(-0.685%) | |
| 3786 | 0.991 | $0.995 | $0.993 (0.112%) | $1.001(-0.629%) | |
| 3787 | 0.982 | $0.995 | $0.993 (0.174%) | $1.001(-0.616%) | |
| 3788 | 0.980 | $0.995 | $0.992 (0.233%) | $1.001(-0.615%) | |
| 3789 | 0.980 | $0.994 | $0.992 (0.246%) | $1.001(-0.659%) | |
| 3790 | 0.986 | $0.994 | $0.991 (0.252%) | $1.001(-0.678%) | |
| 3791 | 0.980 | $0.993 | $0.991 (0.249%) | $1.001(-0.732%) | |
| 3792 | 0.989 | $0.993 | $0.991 (0.215%) | $1.001(-0.773%) | |
| 3793 | 0.982 | $0.992 | $0.991 (0.132%) | $1.001(-0.893%) | |
| 3794 | 0.986 | $0.991 | $0.990 (0.081%) | $1.001(-0.964%) | |
| 3795 | 0.991 | $0.991 | $0.990 (0.036%) | $1.001(-1.004%) | |
| 3796 | 0.990 | $0.991 | $0.990 (0.039%) | $1.001(-1.001%) | |
| 3797 | 0.985 | $0.991 | $0.990 (0.041%) | $1.001(-1.022%) | |
| 3798 | 0.986 | $0.990 | $0.990 (0.023%) | $1.001(-1.056%) | |
| 3799 | 0.985 | $0.989 | $0.990 (-0.032%) | $1.001(-1.131%) | |
| Total of Ltd Ma Variations: -19.845 | Total of Std ma variations: 29.407 |