{"id":1649,"date":"2023-07-25T12:44:47","date_gmt":"2023-07-25T12:44:47","guid":{"rendered":"https:\/\/statorials.org\/my\/log-log-%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-python\/"},"modified":"2023-07-25T12:44:47","modified_gmt":"2023-07-25T12:44:47","slug":"log-log-%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/log-log-%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba-python\/","title":{"rendered":"Python \u1010\u103d\u1004\u103a log-log plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038"},"content":{"rendered":"

<\/p>\n

\n

log-log plot<\/strong> \u101e\u100a\u103a x-axis \u1014\u103e\u1004\u1037\u103a y-axis \u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101b\u103e\u102d \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1015\u102b\u101d\u102b\u1025\u1015\u1012\u1031\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u1001\u103b\u102d\u102f\u1037\u1000\u102d\u102f \u101c\u102d\u102f\u1000\u103a\u1014\u102c\u101e\u1031\u102c\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1024\u1007\u102c\u1010\u103a\u1000\u103d\u1000\u103a\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1005\u1005\u103a\u1019\u103e\u1014\u103a\u101e\u1031\u102c\u1006\u1000\u103a\u1006\u1036\u101b\u1031\u1038\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101a\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u101d\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a Python \u1010\u103d\u1004\u103a log-log plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n

Python \u1010\u103d\u1004\u103a Log-Log Plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/strong><\/span><\/h3>\n

\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b \u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d\u101e\u100a\u103a \u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span> <\/p>\n

 import<\/span> pandas as<\/span> pd\nimport<\/span> matplotlib. pyplot<\/span> as<\/span> plt\n\n#createDataFrame\n<\/span>df = pd. DataFrame<\/span> ({' x<\/span> ': [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,\n                         14, 15, 16, 17, 18, 19, 20, 21, 22],\n                   ' y<\/span> ': [3, 4, 5, 7, 9, 13, 15, 19, 23, 24, 29,\n                         38, 40, 50, 56, 59, 70, 89, 104, 130]})\n\n#create scatterplot\n<\/span>plt. scatter<\/span> (df. x<\/span> , df. y<\/span> )\n<\/strong><\/pre>\n
\"\"<\/p>\n
 x<\/em> \u1014\u103e\u1004\u1037\u103a y<\/em> \u1021\u1000\u103c\u102c\u1038 \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u101e\u100a\u103a \u1015\u102b\u101d\u102b\u1025\u1015\u1012\u1031\u1014\u103e\u1004\u1037\u103a \u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101b\u103e\u1004\u103a\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a \u1019\u103e\u1010\u103a\u1010\u1019\u103a\u1038\u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a numpy.log() \u1000\u102d\u102f<\/strong> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102f\u1036\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u103c\u102e\u1038 \u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a \u1019\u103e\u1010\u103a\u1010\u1019\u103a\u1038-\u1019\u103e\u1010\u103a\u1010\u1019\u103a\u1038\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101e\u100a\u103a-<\/span> <\/p>\n
 import<\/span> numpy as<\/span> np<\/span>\n\n#perform log transformation on both x and y\n<\/span>xlog = np. log<\/span> ( df.x<\/span> )\nylog = np. log<\/span> ( df.y<\/span> )\n\n#create log-log plot\n<\/span>plt. scatter<\/span> (xlog, ylog)\n<\/strong><\/pre>\n
\"\"<\/p>\n
 x-axis \u101e\u100a\u103a x \u104f log \u1000\u102d\u102f\u1015\u103c\u101e\u1015\u103c\u102e\u1038 y-axis \u101e\u100a\u103a y \u104f log \u1000\u102d\u102f\u1015\u103c\u101e\u101e\u100a\u103a\u104b<\/span><\/p>\n
 log(x) \u1014\u103e\u1004\u1037\u103a log(y) \u1021\u1000\u103c\u102c\u1038 \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1007\u102c\u1010\u103a\u1000\u103d\u1000\u103a\u1014\u103e\u1004\u1037\u103a \u1014\u103e\u102d\u102f\u1004\u103a\u1038\u101a\u103e\u1009\u103a\u1015\u102b\u1000 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u1007\u102c\u1010\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1000\u102d\u102f \u1021\u1013\u102d\u1015\u1039\u1015\u102c\u101a\u103a\u1016\u103d\u1004\u1037\u103a\u1006\u102d\u102f\u101b\u1014\u103a \u1015\u102d\u102f\u1019\u102d\u102f\u101c\u103d\u101a\u103a\u1000\u1030\u1005\u1031\u101b\u1014\u103a \u1001\u1031\u102b\u1004\u103a\u1038\u1005\u1009\u103a\u1014\u103e\u1004\u1037\u103a \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038 \u1011\u100a\u1037\u103a\u101b\u1014\u103a \u1021\u102c\u1038\u1019\u1014\u102c\u1015\u102b\u1014\u103e\u1004\u1037\u103a-<\/span> <\/p>\n
 #create log-log plot with labels\nplt. scatter<\/span> (xlog, ylog, color=' purple<\/span> ')\nplt. xlabel<\/span> (' Log(x)<\/span> ')\nplt. ylabel<\/span> (' Log(y)<\/span> ')\nplt. title<\/span> (' Log-Log Plot<\/span> ')<\/span><\/span><\/strong> <\/pre>\n
\"\"<\/p>\n
 plt.plot()<\/strong> \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u1005\u103d\u102c \u1016\u103c\u1014\u1037\u103a\u1001\u103d\u1032\u1006\u103d\u1032\u1001\u103c\u1004\u103a\u1038\u1021\u1005\u102c\u1038 \u1019\u103b\u1009\u103a\u1038\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span> <\/p>\n
 #create log-log line plot\nplt. plot<\/span> (xlog, ylog, color=' purple<\/span> ')\nplt. xlabel<\/span> (' Log(x)<\/span> ')\nplt. ylabel<\/span> (' Log(y)<\/span> ')\nplt. title<\/span> (' Log-Log Plot<\/span> ')<\/span><\/span><\/strong> <\/pre>\n
\"Python<\/p>\n
 \u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n
 R \u1010\u103d\u1004\u103a log-log plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a>
 Excel \u1010\u103d\u1004\u103a Log-Log Plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
log-log plot \u101e\u100a\u103a x-axis \u1014\u103e\u1004\u1037\u103a y-axis \u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101b\u103e\u102d \u101c\u1031\u102c\u1037\u1002\u101b\u1005\u103a\u101e\u1019\u103a\u1005\u1000\u1031\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1015\u102b\u101d\u102b\u1025\u1015\u1012\u1031\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u1001\u103b\u102d\u102f\u1037\u1000\u102d\u102f \u101c\u102d\u102f\u1000\u103a\u1014\u102c\u101e\u1031\u102c\u1021\u1001\u102b\u1010\u103d\u1004\u103a \u1024\u1007\u102c\u1010\u103a\u1000\u103d\u1000\u103a\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1005\u1005\u103a\u1019\u103e\u1014\u103a\u101e\u1031\u102c\u1006\u1000\u103a\u1006\u1036\u101b\u1031\u1038\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101a\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u101d\u1004\u103a\u101e\u100a\u103a\u104b \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a Python \u1010\u103d\u1004\u103a log-log plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b Python \u1010\u103d\u1004\u103a Log-Log Plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b \u1015\u1014\u103a\u1012\u102b DataFrame \u101b\u103e\u102d\u101e\u100a\u103a \u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b import pandas as pd import matplotlib. pyplot as plt #createDataFrame df = pd. DataFrame ({‘ x ‘: [3, 4, 5, […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"\nPython \u1010\u103d\u1004\u103a Log-Log Plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a Python \u1010\u103d\u1004\u103a log-log plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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