{"id":2237,"date":"2023-07-23T03:16:00","date_gmt":"2023-07-23T03:16:00","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/"},"modified":"2023-07-23T03:16:00","modified_gmt":"2023-07-23T03:16:00","slug":"%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/","title":{"rendered":"Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038 \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030)"},"content":{"rendered":"

<\/p>\n

\n

Python \u101b\u103e\u102d Seaborn<\/a> data visualization library \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036 syntax \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n

 #define dimensions of subplots (rows, columns)\n<\/span>fig, axes = plt. subplots<\/span> (2, 2)\n\n#create chart in each subplot\n<\/span>sns. boxplot<\/span> (data=df, x=' team<\/span> ', y=' points<\/span> ', ax=axes[0,0])\nsns. boxplot<\/span> (data=df, x=' team<\/span> ', y=' assists<\/span> ', ax=axes[0,1])\n\n...\n<\/strong><\/span><\/pre>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1024 syntax \u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1025\u1015\u1019\u102c- Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038 \u1016\u1014\u103a\u1010\u102e\u1038\u1001\u103c\u1004\u103a\u1038\u104b<\/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\n\n#createDataFrame\ndf = pd. DataFrame<\/span> ({' team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' points<\/span> ': [19, 12, 15, 14, 19, 23, 25, 29],\n                   ' assists<\/span> ': [13, 15, 11, 8, 6, 8, 11, 14],\n                   ' rebounds<\/span> ': [11, 7, 8, 12, 13, 7, 6, 8],\n                   ' blocks<\/span> ': [1, 2, 2, 3, 5, 4, 3, 3]})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n  team points assists rebounds blocks\n0 A 19 13 11 1\n1 A 12 15 7 2\n2 A 15 11 8 2\n3 A 14 8 12 3\n4 B 19 6 13 5\n5 B 23 8 7 4\n6 B 25 11 6 3\n7 B 29 14 8 3<\/span><\/span><\/strong><\/pre>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1021\u1010\u1014\u103a\u1038\u1014\u103e\u1005\u103a\u1010\u1014\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1014\u103e\u1005\u103a\u1001\u102f\u1015\u102b\u101e\u100a\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1012\u1031\u101e\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u103c\u102e\u1038 DataFrame \u101b\u103e\u102d \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u101c\u1031\u1038\u1019\u103b\u102d\u102f\u1038\u1019\u103e \u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1000\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u103d\u1004\u103a boxplot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/span> <\/p>\n
 import<\/span> matplotlib.<\/b><\/span> pyplot<\/span> <\/b>as<\/span> plt\n<\/b><\/span>import<\/span> seaborn<\/b><\/span> as<\/span> sns\n\n#set seaborn plotting aesthetics as default<\/span>\n<\/b><\/span>sns.<\/b><\/span> set<\/span> ()\n\n#define plotting region (2 rows, 2 columns)\n<\/span>fig, axes = plt.<\/b><\/span> subplots<\/span> (2, 2)\n\n<\/b><\/span>#create boxplot in each subplot\n<\/span>sns. boxplot<\/span> (data=df, x=' team<\/span> ', y=' points<\/span> ', ax=axes[0,0])\nsns. boxplot<\/span> (data=df, x=' team<\/span> ', y=' assists<\/span> ', ax=axes[0,1])\nsns. boxplot<\/span> (data=df, x=' team<\/span> ', y=' rebounds<\/span> ', ax=axes[1,0])\nsns. boxplot<\/span> (data=df, x=' team<\/span> ', y=' blocks<\/span> ', ax=axes[1,1])\n<\/b><\/span><\/pre>\n
\"Python<\/p>\n
 \u1024\u1025\u1015\u1019\u102c\u1010\u103d\u1004\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1021\u1010\u1014\u103a\u1038\u1014\u103e\u1005\u103a\u1001\u102f\u1014\u103e\u1004\u1037\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1014\u103e\u1005\u103a\u1001\u102f\u1015\u102b\u101e\u100a\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1012\u1031\u101e\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u103c\u102e\u1038 \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f boxplots \u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1016\u103c\u100a\u1037\u103a\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u101e\u102d\u102f\u1037\u101e\u1031\u102c\u103a\u104a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1012\u1031\u101e\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u1014\u103e\u1004\u1037\u103a \u1000\u103d\u1032\u1015\u103c\u102c\u1038\u101e\u1031\u102c\u1002\u101b\u1015\u103a\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u103c\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1006\u1004\u103a\u1010\u1030\u101e\u1031\u102c syntax \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1021\u1010\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1014\u103e\u1004\u1037\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1014\u103e\u1005\u103a\u1001\u102f\u1015\u102b\u101e\u100a\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1012\u1031\u101e\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u103c\u102e\u1038 \u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f \u1010\u101a\u1031\u102c\u1006\u103d\u1032\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1004\u1037\u103a \u1016\u103c\u100a\u1037\u103a\u1005\u103d\u1000\u103a\u101e\u100a\u103a-<\/span> <\/p>\n
 import<\/span> matplotlib.<\/b><\/span> pyplot<\/span> <\/b>as<\/span> plt\n<\/b><\/span>import<\/span> seaborn<\/b><\/span> as<\/span> sns\n\n#set seaborn plotting<\/span><\/b><\/span> aesthetics<\/b><\/span><\/span> as default\n<\/span>sns.<\/b><\/span> set<\/span> ()\n\n#define plotting region (1 row, 2 columns)\n<\/span>fig, axes = plt.<\/b><\/span> subplots<\/span> (1, 2)\n\n<\/b><\/span>#create boxplot in each subplot\n<\/span>sns. violinplot<\/span> (data=df, x=' team<\/span> ', y=' points<\/span> ', ax=axes[0])\nsns. violinplot<\/span> (data=df, x=' team<\/span> ', y=' assists<\/span> ', ax=axes[1])\n<\/b><\/span><\/pre>\n
\"\"<\/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
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1015\u1004\u103a\u101c\u101a\u103a\u1019\u103d\u1031\u1038\u1010\u103d\u1004\u103a \u1021\u1001\u103c\u102c\u1038\u1018\u102f\u1036\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u101e\u100a\u103a-<\/span><\/p>\n
 Seaborn Plots \u1010\u103d\u1004\u103a \u1001\u1031\u102b\u1004\u103a\u1038\u1005\u1009\u103a\u1010\u1005\u103a\u1001\u102f\u1011\u100a\u1037\u103a\u1014\u100a\u103a\u1038<\/a>
 Seaborn \u1007\u102c\u1010\u103a\u1000\u103d\u1000\u103a\u1000\u102d\u102f \u1016\u102d\u102f\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101e\u102d\u1019\u103a\u1038\u1006\u100a\u103a\u1038\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b
 Seaborn \u1019\u103e\u102c \u1012\u100f\u1039\u100d\u102c\u101b\u102e\u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u101b\u1032\u1037 \u1021\u1014\u1031\u1021\u1011\u102c\u1038\u1000\u102d\u102f \u1018\u101a\u103a\u101c\u102d\u102f\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1019\u101c\u1032\u104b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
Python \u101b\u103e\u102d Seaborn data visualization library \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036 syntax \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b #define dimensions of subplots (rows, columns) fig, axes = plt. subplots (2, 2) #create chart in each subplot sns. boxplot (data=df, x=’ team ‘, y=’ points ‘, ax=axes[0,0]) sns. boxplot (data=df, x=’ team ‘, y=’ assists ‘, ax=axes[0,1]) … \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1024 syntax […]<\/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":"\nSeaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials<\/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 Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\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\" href=\"https:\/\/statorials.org\/my\/\u1021\u100f\u1039\u100f\u101d\u102b\u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials\" \/>\n<meta property=\"og: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 Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\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 property=\"og:url\" content=\"https:\/\/statorials.org\/my\/\u1021\u100f\u1039\u100f\u101d\u102b\u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T03:16:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seabornsub1.png\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/\",\"url\":\"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/\",\"name\":\"Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/my\/#website\"},\"datePublished\":\"2023-07-23T03:16:00+00:00\",\"dateModified\":\"2023-07-23T03:16:00+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/my\/#\/schema\/person\/e47470981684a202f7ed4c0cb1e10097\"},\"description\":\"\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 Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\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\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/#breadcrumb\"},\"inLanguage\":\"my-MM\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u1021\u102d\u1019\u103a\",\"item\":\"https:\/\/statorials.org\/my\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038 \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/my\/#website\",\"url\":\"https:\/\/statorials.org\/my\/\",\"name\":\"Statorials\",\"description\":\"\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101b\u100a\u103a\u1021\u1001\u103b\u1004\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101e\u1004\u1037\u103a\u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a\u1001\u103b\u1000\u103a\u104b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/my\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"my-MM\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/my\/#\/schema\/person\/e47470981684a202f7ed4c0cb1e10097\",\"name\":\"Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"my-MM\",\"@id\":\"https:\/\/statorials.org\/my\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/my\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/my\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin Anderson\"},\"description\":\"\u1019\u1004\u103a\u1039\u1002\u101c\u102c\u1015\u102b\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u101e\u100a\u103a \u1021\u1004\u103c\u102d\u1019\u103a\u1038\u1005\u102c\u1038 \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038 \u1015\u102b\u1019\u1031\u102c\u1000\u1039\u1001 \u1018\u1004\u103a\u1002\u103b\u1019\u1004\u103a\u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u101e\u102e\u1038\u101e\u1014\u1037\u103a Statorials \u1006\u101b\u102c\u1021\u1016\u103c\u1005\u103a \u101c\u103e\u100a\u1037\u103a\u1015\u1010\u103a\u1015\u102b\u101e\u100a\u103a\u104b \u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1014\u101a\u103a\u1015\u101a\u103a\u1010\u103d\u1004\u103a \u1000\u103b\u101a\u103a\u1015\u103c\u1014\u1037\u103a\u101e\u1031\u102c\u1021\u1010\u103d\u1031\u1037\u1021\u1000\u103c\u102f\u1036\u1014\u103e\u1004\u1037\u103a \u1000\u103b\u103d\u1019\u103a\u1038\u1000\u103b\u1004\u103a\u1019\u103e\u102f\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030\u104a Statorials \u1019\u103e\u1010\u1005\u103a\u1006\u1004\u1037\u103a \u1000\u103b\u1031\u102c\u1004\u103a\u1038\u101e\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103d\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1005\u103a\u1005\u1031\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u104f\u1021\u101e\u102d\u1015\u100a\u102c\u1000\u102d\u102f \u1019\u103b\u103e\u101d\u1031\u101c\u102d\u102f\u1015\u102b\u101e\u100a\u103a\u104b \u1015\u102d\u102f\u101e\u102d\u1010\u101a\u103a\u104b\",\"sameAs\":[\"https:\/\/statorials.org\/my\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials","description":"\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 Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\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","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/my\/\u1021\u100f\u1039\u100f\u101d\u102b\u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\/","og_locale":"my_MM","og_type":"article","og_title":"Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials","og_description":"\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 Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\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","og_url":"https:\/\/statorials.org\/my\/\u1021\u100f\u1039\u100f\u101d\u102b\u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\/","og_site_name":"Statorials","article_published_time":"2023-07-23T03:16:00+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seabornsub1.png"}],"author":"Benjamin Anderson","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Benjamin Anderson","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/","url":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/","name":"Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/my\/#website"},"datePublished":"2023-07-23T03:16:00+00:00","dateModified":"2023-07-23T03:16:00+00:00","author":{"@id":"https:\/\/statorials.org\/my\/#\/schema\/person\/e47470981684a202f7ed4c0cb1e10097"},"description":"\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 Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038\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","breadcrumb":{"@id":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/#breadcrumb"},"inLanguage":"my-MM","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%8f%e1%80%b9%e1%80%8f%e1%80%9d%e1%80%ab%e1%80%a1%e1%80%95%e1%80%ad%e1%80%af%e1%80%84%e1%80%ba%e1%80%b8%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u1021\u102d\u1019\u103a","item":"https:\/\/statorials.org\/my\/"},{"@type":"ListItem","position":2,"name":"Seaborn \u1010\u103d\u1004\u103a \u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1019\u103b\u102c\u1038 \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030)"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/my\/#website","url":"https:\/\/statorials.org\/my\/","name":"Statorials","description":"\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101b\u100a\u103a\u1021\u1001\u103b\u1004\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101e\u1004\u1037\u103a\u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a\u1001\u103b\u1000\u103a\u104b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/my\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"my-MM"},{"@type":"Person","@id":"https:\/\/statorials.org\/my\/#\/schema\/person\/e47470981684a202f7ed4c0cb1e10097","name":"Benjamin Anderson","image":{"@type":"ImageObject","inLanguage":"my-MM","@id":"https:\/\/statorials.org\/my\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/my\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/my\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","caption":"Benjamin Anderson"},"description":"\u1019\u1004\u103a\u1039\u1002\u101c\u102c\u1015\u102b\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u101e\u100a\u103a \u1021\u1004\u103c\u102d\u1019\u103a\u1038\u1005\u102c\u1038 \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038 \u1015\u102b\u1019\u1031\u102c\u1000\u1039\u1001 \u1018\u1004\u103a\u1002\u103b\u1019\u1004\u103a\u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u101e\u102e\u1038\u101e\u1014\u1037\u103a Statorials \u1006\u101b\u102c\u1021\u1016\u103c\u1005\u103a \u101c\u103e\u100a\u1037\u103a\u1015\u1010\u103a\u1015\u102b\u101e\u100a\u103a\u104b \u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1014\u101a\u103a\u1015\u101a\u103a\u1010\u103d\u1004\u103a \u1000\u103b\u101a\u103a\u1015\u103c\u1014\u1037\u103a\u101e\u1031\u102c\u1021\u1010\u103d\u1031\u1037\u1021\u1000\u103c\u102f\u1036\u1014\u103e\u1004\u1037\u103a \u1000\u103b\u103d\u1019\u103a\u1038\u1000\u103b\u1004\u103a\u1019\u103e\u102f\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030\u104a Statorials \u1019\u103e\u1010\u1005\u103a\u1006\u1004\u1037\u103a \u1000\u103b\u1031\u102c\u1004\u103a\u1038\u101e\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103d\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1005\u103a\u1005\u1031\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u104f\u1021\u101e\u102d\u1015\u100a\u102c\u1000\u102d\u102f \u1019\u103b\u103e\u101d\u1031\u101c\u102d\u102f\u1015\u102b\u101e\u100a\u103a\u104b \u1015\u102d\u102f\u101e\u102d\u1010\u101a\u103a\u104b","sameAs":["https:\/\/statorials.org\/my"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/posts\/2237"}],"collection":[{"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/comments?post=2237"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/posts\/2237\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/media?parent=2237"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/categories?post=2237"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/my\/wp-json\/wp\/v2\/tags?post=2237"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}