A method of visualizing borehole system data, comprising: obtaining first borehole system data, second borehole system data, third borehole system data, and fourth borehole system data corresponding to first, second, third, and fourth borehole system characteristics, respectively, of a first borehole system, wherein the first borehole system data represents a weight-on-bit of a drill bit of a downhole assembly, wherein the second borehole system data represents a rotation rate, wherein the third borehole system data represents a measurement of characteristics of an earth formation, and wherein the fourth borehole system data represents an effectiveness of operation of the downhole assembly; binning the first, second, and third borehole system data to generate first binned borehole system data, second binned borehole system data, and third binned borehole system data, respectively; generating a display of relationships among all of the first, second, and third binned borehole system data and the fourth borehole system data; adjusting an operational parameter of the downhole assembly comprising the drill bit to control operation of the downhole assembly based on an analysis of the display of relationships among each of the first, second, and third binned borehole system data and the fourth borehole system data; performing at least one of selecting a tool to operate in the first borehole system and creating a tool to operate in the first borehole system based on the display of relationships among all of the first, second, and third binned borehole system data and the fourth borehole system data; determining a rate of penetration of the drill bit based at least in part on the measurement of characteristics of the earth formation; and adjusting the weight-on-bit of the drill bit and adjusting the rotation rate to achieve the rate of penetration of the drill bit. obtaining first borehole system data, second borehole system data, third borehole system data, and fourth borehole system data corresponding to first, second, third, and fourth borehole system characteristics, respectively, of a first borehole system, wherein the first borehole system data represents a weight-on-bit of a drill bit of a downhole assembly, wherein the second borehole system data represents a rotation rate, wherein the third borehole system data represents a measurement of characteristics of an earth formation, and wherein the fourth borehole system data represents an effectiveness of operation of the downhole assembly; binning the first, second, and third borehole system data to generate first binned borehole system data, second binned borehole system data, and third binned borehole system data, respectively; generating a display of relationships among all of the first, second, and third binned borehole system data and the fourth borehole system data; adjusting an operational parameter of the downhole assembly comprising the drill bit to control operation of the downhole assembly based on an analysis of the display of relationships among each of the first, second, and third binned borehole system data and the fourth borehole system data; performing at least one of selecting a tool to operate in the first borehole system and creating a tool to operate in the first borehole system based on the display of relationships among all of the first, second, and third binned borehole system data and the fourth borehole system data; determining a rate of penetration of the drill bit based at least in part on the measurement of characteristics of the earth formation; and adjusting the weight-on-bit of the drill bit and adjusting the rotation rate to achieve the rate of penetration of the drill bit.