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 | $0.996 | $0.997 (-0.089%) | $1.002(-0.590%) | |
| 3601 | 1.020 | $0.998 | $0.998 (-0.068%) | $1.002(-0.467%) | |
| 3602 | 1.017 | $0.999 | $0.999 (-0.022%) | $1.002(-0.339%) | |
| 3603 | 1.020 | $1.001 | $1.000 (0.073%) | $1.002(-0.151%) | |
| 3604 | 1.018 | $1.003 | $1.001 (0.182%) | $1.002(0.038%) | |
| 3605 | 1.020 | $1.005 | $1.002 (0.284%) | $1.002(0.226%) | |
| 3606 | 1.020 | $1.007 | $1.003 (0.400%) | $1.002(0.426%) | |
| 3607 | 1.020 | $1.009 | $1.003 (0.520%) | $1.002(0.625%) | |
| 3608 | 1.020 | $1.010 | $1.004 (0.615%) | $1.002(0.795%) | |
| 3609 | 1.016 | $1.012 | $1.005 (0.737%) | $1.002(0.972%) | |
| 3610 | 1.008 | $1.013 | $1.005 (0.811%) | $1.002(1.063%) | |
| 3611 | 1.018 | $1.014 | $1.005 (0.866%) | $1.002(1.179%) | |
| 3612 | 1.020 | $1.015 | $1.006 (0.877%) | $1.002(1.256%) | |
| 3613 | 1.020 | $1.016 | $1.007 (0.936%) | $1.002(1.379%) | |
| 3614 | 1.017 | $1.017 | $1.007 (0.961%) | $1.002(1.450%) | |
| 3615 | 1.013 | $1.017 | $1.008 (0.979%) | $1.002(1.497%) | |
| 3616 | 1.004 | $1.017 | $1.007 (0.957%) | $1.002(1.457%) | |
| 3617 | 1.014 | $1.017 | $1.008 (0.931%) | $1.002(1.459%) | |
| 3618 | 1.011 | $1.017 | $1.008 (0.895%) | $1.002(1.438%) | |
| 3619 | 1.013 | $1.016 | $1.008 (0.838%) | $1.002(1.406%) | |
| 3620 | 1.020 | $1.016 | $1.009 (0.783%) | $1.002(1.405%) | |
| 3621 | 1.011 | $1.016 | $1.009 (0.727%) | $1.002(1.359%) | |
| 3622 | 1.016 | $1.016 | $1.009 (0.692%) | $1.002(1.358%) | |
| 3623 | 1.020 | $1.016 | $1.010 (0.643%) | $1.002(1.359%) | |
| 3624 | 1.018 | $1.016 | $1.010 (0.605%) | $1.002(1.360%) | |
| 3625 | 1.018 | $1.016 | $1.010 (0.559%) | $1.002(1.352%) | |
| 3626 | 1.015 | $1.016 | $1.011 (0.513%) | $1.002(1.326%) | |
| 3627 | 1.020 | $1.016 | $1.011 (0.470%) | $1.002(1.326%) | |
| 3628 | 1.020 | $1.016 | $1.011 (0.429%) | $1.002(1.325%) | |
| 3629 | 1.020 | $1.016 | $1.012 (0.408%) | $1.002(1.343%) | |
| 3630 | 1.020 | $1.016 | $1.012 (0.428%) | $1.002(1.400%) | |
| 3631 | 1.020 | $1.017 | $1.012 (0.402%) | $1.002(1.409%) | |
| 3632 | 1.020 | $1.017 | $1.013 (0.368%) | $1.002(1.408%) | |
| 3633 | 1.015 | $1.016 | $1.013 (0.333%) | $1.002(1.382%) | |
| 3634 | 1.020 | $1.016 | $1.013 (0.316%) | $1.002(1.396%) | |
| 3635 | 1.010 | $1.016 | $1.013 (0.313%) | $1.002(1.379%) | |
| 3636 | 1.009 | $1.017 | $1.013 (0.358%) | $1.002(1.405%) | |
| 3637 | 1.005 | $1.016 | $1.013 (0.351%) | $1.002(1.361%) | |
| 3638 | 1.012 | $1.016 | $1.012 (0.358%) | $1.002(1.365%) | |
| 3639 | 1.010 | $1.016 | $1.012 (0.353%) | $1.002(1.349%) | |
| 3640 | 1.001 | $1.015 | $1.012 (0.311%) | $1.002(1.254%) | |
| 3641 | 1.000 | $1.014 | $1.011 (0.311%) | $1.002(1.200%) | |
| 3642 | 1.003 | $1.014 | $1.011 (0.282%) | $1.002(1.133%) | |
| 3643 | 1.002 | $1.013 | $1.011 (0.234%) | $1.002(1.045%) | |
| 3644 | 0.999 | $1.012 | $1.010 (0.190%) | $1.002(0.950%) | |
| 3645 | 0.997 | $1.011 | $1.009 (0.143%) | $1.002(0.843%) | |
| 3646 | 0.991 | $1.010 | $1.009 (0.108%) | $1.002(0.726%) | |
| 3647 | 0.989 | $1.008 | $1.008 (0.042%) | $1.002(0.570%) | |
| 3648 | 0.984 | $1.006 | $1.007 (-0.029%) | $1.002(0.391%) | |
| 3649 | 0.981 | $1.004 | $1.005 (-0.107%) | $1.002(0.197%) | |
| 3650 | 0.986 | $1.003 | $1.005 (-0.188%) | $1.002(0.026%) | |
| 3651 | 0.986 | $1.001 | $1.004 (-0.274%) | $1.002(-0.141%) | |
| 3652 | 0.984 | $0.999 | $1.003 (-0.364%) | $1.002(-0.322%) | |
| 3653 | 0.984 | $0.998 | $1.002 (-0.433%) | $1.002(-0.476%) | |
| 3654 | 0.980 | $0.996 | $1.001 (-0.533%) | $1.002(-0.675%) | |
| 3655 | 0.980 | $0.994 | $1.000 (-0.589%) | $1.002(-0.825%) | |
| 3656 | 0.981 | $0.993 | $0.999 (-0.643%) | $1.002(-0.965%) | |
| 3657 | 0.980 | $0.991 | $0.998 (-0.680%) | $1.002(-1.087%) | |
| 3658 | 0.980 | $0.990 | $0.997 (-0.757%) | $1.002(-1.246%) | |
| 3659 | 0.982 | $0.988 | $0.997 (-0.828%) | $1.002(-1.384%) | |
| 3660 | 0.980 | $0.987 | $0.996 (-0.858%) | $1.002(-1.488%) | |
| 3661 | 0.981 | $0.986 | $0.995 (-0.885%) | $1.002(-1.583%) | |
| 3662 | 0.990 | $0.986 | $0.995 (-0.926%) | $1.002(-1.646%) | |
| 3663 | 0.996 | $0.986 | $0.995 (-0.962%) | $1.002(-1.675%) | |
| 3664 | 0.999 | $0.986 | $0.995 (-0.981%) | $1.002(-1.676%) | |
| 3665 | 1.009 | $0.986 | $0.996 (-0.982%) | $1.002(-1.616%) | |
| 3666 | 1.017 | $0.987 | $0.997 (-0.948%) | $1.002(-1.487%) | |
| 3667 | 1.011 | $0.989 | $0.998 (-0.900%) | $1.002(-1.375%) | |
| 3668 | 1.013 | $0.990 | $0.998 (-0.824%) | $1.002(-1.231%) | |
| 3669 | 1.018 | $0.992 | $0.999 (-0.728%) | $1.002(-1.044%) | |
| 3670 | 1.019 | $0.994 | $1.000 (-0.650%) | $1.002(-0.877%) | |
| 3671 | 1.020 | $0.995 | $1.001 (-0.572%) | $1.002(-0.709%) | |
| 3672 | 1.020 | $0.997 | $1.002 (-0.477%) | $1.002(-0.529%) | |
| 3673 | 1.020 | $0.999 | $1.003 (-0.378%) | $1.002(-0.349%) | |
| 3674 | 1.020 | $1.001 | $1.003 (-0.257%) | $1.002(-0.150%) | |
| 3675 | 1.020 | $1.003 | $1.004 (-0.133%) | $1.002(0.049%) | |
| 3676 | 1.020 | $1.005 | $1.005 (-0.008%) | $1.002(0.245%) | |
| 3677 | 1.020 | $1.007 | $1.006 (0.123%) | $1.002(0.444%) | |
| 3678 | 1.020 | $1.009 | $1.006 (0.256%) | $1.002(0.643%) | |
| 3679 | 1.017 | $1.011 | $1.007 (0.380%) | $1.002(0.817%) | |
| 3680 | 1.019 | $1.013 | $1.007 (0.518%) | $1.002(1.009%) | |
| 3681 | 1.010 | $1.014 | $1.007 (0.651%) | $1.002(1.155%) | |
| 3682 | 1.013 | $1.015 | $1.008 (0.738%) | $1.002(1.265%) | |
| 3683 | 1.015 | $1.016 | $1.008 (0.797%) | $1.002(1.358%) | |
| 3684 | 1.011 | $1.017 | $1.008 (0.842%) | $1.002(1.416%) | |
| 3685 | 1.002 | $1.016 | $1.008 (0.836%) | $1.002(1.381%) | |
| 3686 | 0.996 | $1.015 | $1.007 (0.783%) | $1.002(1.272%) | |
| 3687 | 0.986 | $1.014 | $1.006 (0.755%) | $1.002(1.147%) | |
| 3688 | 0.988 | $1.013 | $1.006 (0.715%) | $1.002(1.025%) | |
| 3689 | 0.989 | $1.011 | $1.005 (0.643%) | $1.002(0.877%) | |
| 3690 | 0.996 | $1.010 | $1.004 (0.567%) | $1.002(0.759%) | |
| 3691 | 0.989 | $1.008 | $1.004 (0.483%) | $1.002(0.606%) | |
| 3692 | 0.983 | $1.007 | $1.003 (0.392%) | $1.002(0.423%) | |
| 3693 | 0.980 | $1.005 | $1.002 (0.296%) | $1.002(0.224%) | |
| 3694 | 0.980 | $1.003 | $1.001 (0.195%) | $1.002(0.025%) | |
| 3695 | 0.981 | $1.001 | $1.000 (0.090%) | $1.002(-0.169%) | |
| 3696 | 0.981 | $0.999 | $0.999 (-0.020%) | $1.002(-0.364%) | |
| 3697 | 0.980 | $0.997 | $0.998 (-0.134%) | $1.002(-0.563%) | |
| 3698 | 0.987 | $0.995 | $0.998 (-0.249%) | $1.002(-0.727%) | |
| 3699 | 0.997 | $0.994 | $0.998 (-0.348%) | $1.002(-0.827%) | |
| 3700 | 0.999 | $0.993 | $0.998 (-0.453%) | $1.002(-0.924%) | |
| 3701 | 1.004 | $0.993 | $0.998 (-0.512%) | $1.002(-0.955%) | |
| 3702 | 1.013 | $0.993 | $0.999 (-0.579%) | $1.002(-0.954%) | |
| 3703 | 1.004 | $0.992 | $0.999 (-0.658%) | $1.002(-1.010%) | |
| 3704 | 1.009 | $0.992 | $0.999 (-0.713%) | $1.002(-1.018%) | |
| 3705 | 1.016 | $0.993 | $1.000 (-0.718%) | $1.002(-0.949%) | |
| 3706 | 1.012 | $0.994 | $1.001 (-0.690%) | $1.002(-0.866%) | |
| 3707 | 1.016 | $0.995 | $1.001 (-0.609%) | $1.002(-0.718%) | |
| 3708 | 1.008 | $0.996 | $1.002 (-0.541%) | $1.002(-0.618%) | |
| 3709 | 1.007 | $0.997 | $1.002 (-0.474%) | $1.002(-0.527%) | |
| 3710 | 1.012 | $0.998 | $1.002 (-0.439%) | $1.002(-0.447%) | |
| 3711 | 1.014 | $0.999 | $1.003 (-0.368%) | $1.002(-0.324%) | |
| 3712 | 1.020 | $1.001 | $1.004 (-0.263%) | $1.002(-0.142%) | |
| 3713 | 1.020 | $1.003 | $1.004 (-0.137%) | $1.002(0.057%) | |
| 3714 | 1.020 | $1.005 | $1.005 (-0.009%) | $1.002(0.255%) | |
| 3715 | 1.014 | $1.007 | $1.005 (0.115%) | $1.002(0.418%) | |
| 3716 | 1.008 | $1.008 | $1.006 (0.238%) | $1.002(0.552%) | |
| 3717 | 1.007 | $1.009 | $1.006 (0.366%) | $1.002(0.686%) | |
| 3718 | 1.000 | $1.010 | $1.005 (0.455%) | $1.002(0.750%) | |
| 3719 | 1.006 | $1.010 | $1.005 (0.497%) | $1.002(0.796%) | |
| 3720 | 1.012 | $1.011 | $1.006 (0.530%) | $1.002(0.858%) | |
| 3721 | 1.006 | $1.011 | $1.006 (0.540%) | $1.002(0.871%) | |
| 3722 | 1.010 | $1.011 | $1.006 (0.507%) | $1.002(0.856%) | |
| 3723 | 1.001 | $1.011 | $1.006 (0.515%) | $1.002(0.840%) | |
| 3724 | 1.006 | $1.011 | $1.006 (0.497%) | $1.002(0.823%) | |
| 3725 | 1.008 | $1.010 | $1.006 (0.448%) | $1.002(0.785%) | |
| 3726 | 1.013 | $1.010 | $1.006 (0.419%) | $1.002(0.788%) | |
| 3727 | 1.020 | $1.011 | $1.007 (0.377%) | $1.002(0.808%) | |
| 3728 | 1.020 | $1.011 | $1.007 (0.375%) | $1.002(0.866%) | |
| 3729 | 1.020 | $1.012 | $1.008 (0.382%) | $1.002(0.930%) | |
| 3730 | 1.014 | $1.012 | $1.008 (0.366%) | $1.002(0.942%) | |
| 3731 | 1.006 | $1.011 | $1.008 (0.336%) | $1.002(0.901%) | |
| 3732 | 0.999 | $1.010 | $1.008 (0.273%) | $1.002(0.798%) | |
| 3733 | 0.996 | $1.009 | $1.007 (0.207%) | $1.002(0.677%) | |
| 3734 | 0.997 | $1.008 | $1.007 (0.140%) | $1.002(0.566%) | |
| 3735 | 1.004 | $1.008 | $1.007 (0.104%) | $1.002(0.515%) | |
| 3736 | 0.994 | $1.007 | $1.006 (0.093%) | $1.002(0.449%) | |
| 3737 | 1.004 | $1.007 | $1.006 (0.087%) | $1.002(0.434%) | |
| 3738 | 1.008 | $1.007 | $1.006 (0.119%) | $1.002(0.477%) | |
| 3739 | 1.012 | $1.008 | $1.006 (0.120%) | $1.002(0.506%) | |
| 3740 | 1.013 | $1.008 | $1.007 (0.096%) | $1.002(0.512%) | |
| 3741 | 1.016 | $1.008 | $1.007 (0.102%) | $1.002(0.562%) | |
| 3742 | 1.020 | $1.009 | $1.008 (0.093%) | $1.002(0.612%) | |
| 3743 | 1.010 | $1.009 | $1.008 (0.129%) | $1.002(0.659%) | |
| 3744 | 1.006 | $1.009 | $1.008 (0.138%) | $1.002(0.661%) | |
| 3745 | 1.003 | $1.009 | $1.007 (0.134%) | $1.002(0.637%) | |
| 3746 | 1.004 | $1.008 | $1.007 (0.106%) | $1.002(0.595%) | |
| 3747 | 1.000 | $1.007 | $1.007 (0.040%) | $1.002(0.495%) | |
| 3748 | 0.991 | $1.006 | $1.006 (-0.032%) | $1.002(0.349%) | |
| 3749 | 0.989 | $1.004 | $1.005 (-0.108%) | $1.002(0.192%) | |
| 3750 | 0.986 | $1.003 | $1.005 (-0.160%) | $1.002(0.054%) | |
| 3751 | 0.994 | $1.002 | $1.004 (-0.171%) | $1.002(-0.006%) | |
| 3752 | 1.001 | $1.002 | $1.004 (-0.148%) | $1.002(0.004%) | |
| 3753 | 0.995 | $1.002 | $1.004 (-0.111%) | $1.002(-0.000%) | |
| 3754 | 0.997 | $1.002 | $1.003 (-0.083%) | $1.002(-0.002%) | |
| 3755 | 1.003 | $1.002 | $1.003 (-0.086%) | $1.002(-0.003%) | |
| 3756 | 0.999 | $1.003 | $1.003 (-0.043%) | $1.002(0.020%) | |
| 3757 | 0.992 | $1.002 | $1.003 (-0.052%) | $1.002(-0.040%) | |
| 3758 | 0.984 | $1.001 | $1.002 (-0.090%) | $1.002(-0.163%) | |
| 3759 | 0.984 | $0.999 | $1.001 (-0.151%) | $1.002(-0.304%) | |
| 3760 | 0.984 | $0.998 | $1.000 (-0.219%) | $1.002(-0.447%) | |
| 3761 | 0.987 | $0.996 | $1.000 (-0.307%) | $1.002(-0.593%) | |
| 3762 | 0.986 | $0.995 | $0.999 (-0.416%) | $1.002(-0.762%) | |
| 3763 | 0.980 | $0.993 | $0.998 (-0.481%) | $1.002(-0.912%) | |
| 3764 | 0.980 | $0.992 | $0.997 (-0.531%) | $1.002(-1.043%) | |
| 3765 | 0.980 | $0.991 | $0.996 (-0.570%) | $1.002(-1.159%) | |
| 3766 | 0.980 | $0.990 | $0.996 (-0.617%) | $1.002(-1.279%) | |
| 3767 | 0.980 | $0.989 | $0.995 (-0.646%) | $1.002(-1.378%) | |
| 3768 | 0.984 | $0.988 | $0.994 (-0.629%) | $1.002(-1.410%) | |
| 3769 | 0.980 | $0.988 | $0.994 (-0.607%) | $1.002(-1.453%) | |
| 3770 | 0.980 | $0.987 | $0.993 (-0.575%) | $1.002(-1.483%) | |
| 3771 | 0.985 | $0.987 | $0.993 (-0.582%) | $1.002(-1.525%) | |
| 3772 | 0.990 | $0.986 | $0.993 (-0.625%) | $1.002(-1.583%) | |
| 3773 | 0.983 | $0.986 | $0.992 (-0.641%) | $1.002(-1.640%) | |
| 3774 | 0.980 | $0.985 | $0.992 (-0.671%) | $1.002(-1.725%) | |
| 3775 | 0.983 | $0.984 | $0.991 (-0.735%) | $1.002(-1.825%) | |
| 3776 | 0.987 | $0.983 | $0.991 (-0.774%) | $1.002(-1.882%) | |
| 3777 | 0.987 | $0.983 | $0.991 (-0.780%) | $1.002(-1.905%) | |
| 3778 | 0.992 | $0.984 | $0.991 (-0.743%) | $1.002(-1.863%) | |
| 3779 | 0.994 | $0.984 | $0.991 (-0.706%) | $1.002(-1.813%) | |
| 3780 | 1.002 | $0.985 | $0.992 (-0.664%) | $1.002(-1.723%) | |
| 3781 | 0.998 | $0.986 | $0.992 (-0.639%) | $1.002(-1.671%) | |
| 3782 | 1.005 | $0.987 | $0.993 (-0.602%) | $1.002(-1.574%) | |
| 3783 | 1.015 | $0.988 | $0.994 (-0.528%) | $1.002(-1.400%) | |
| 3784 | 1.020 | $0.990 | $0.995 (-0.448%) | $1.002(-1.201%) | |
| 3785 | 1.013 | $0.992 | $0.996 (-0.365%) | $1.002(-1.037%) | |
| 3786 | 1.003 | $0.993 | $0.996 (-0.283%) | $1.002(-0.921%) | |
| 3787 | 1.001 | $0.994 | $0.996 (-0.201%) | $1.002(-0.816%) | |
| 3788 | 0.996 | $0.995 | $0.996 (-0.140%) | $1.002(-0.755%) | |
| 3789 | 0.989 | $0.995 | $0.996 (-0.062%) | $1.002(-0.710%) | |
| 3790 | 0.998 | $0.996 | $0.996 (0.018%) | $1.002(-0.620%) | |
| 3791 | 0.994 | $0.997 | $0.996 (0.071%) | $1.002(-0.577%) | |
| 3792 | 0.992 | $0.997 | $0.996 (0.101%) | $1.002(-0.564%) | |
| 3793 | 0.986 | $0.997 | $0.995 (0.159%) | $1.002(-0.552%) | |
| 3794 | 0.995 | $0.998 | $0.995 (0.235%) | $1.002(-0.476%) | |
| 3795 | 0.996 | $0.998 | $0.995 (0.295%) | $1.002(-0.412%) | |
| 3796 | 0.994 | $0.999 | $0.995 (0.334%) | $1.002(-0.379%) | |
| 3797 | 0.992 | $0.999 | $0.995 (0.373%) | $1.002(-0.356%) | |
| 3798 | 0.985 | $0.998 | $0.995 (0.383%) | $1.002(-0.392%) | |
| 3799 | 0.990 | $0.998 | $0.994 (0.384%) | $1.002(-0.410%) | |
| Total of Ltd Ma Variations: 2.24 | Total of Std ma variations: 9.115 |