{"id":3500,"date":"2023-07-17T04:05:48","date_gmt":"2023-07-17T04:05:48","guid":{"rendered":"https:\/\/statorials.org\/my\/ggplot2-%e1%80%94%e1%80%be%e1%80%84%e1%80%b7%e1%80%ba-matplotlib\/"},"modified":"2023-07-17T04:05:48","modified_gmt":"2023-07-17T04:05:48","slug":"ggplot2-%e1%80%94%e1%80%be%e1%80%84%e1%80%b7%e1%80%ba-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/ggplot2-%e1%80%94%e1%80%be%e1%80%84%e1%80%b7%e1%80%ba-matplotlib\/","title":{"rendered":"Matplotlib vs ggplot2 – \u1018\u101a\u103a\u101f\u102c\u101e\u102f\u1036\u1038\u101e\u1004\u1037\u103a\u101c\u1032\u104b"},"content":{"rendered":"

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\u1012\u1031\u1010\u102c\u101e\u102d\u1015\u1039\u1015\u1036\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1010\u103d\u1004\u103a \u101b\u1031\u1015\u1014\u103a\u1038\u1021\u1005\u102c\u1038\u1006\u102f\u1036\u1038 data visualization libraries \u1014\u103e\u1005\u103a\u1001\u102f\u1019\u103e\u102c ggplot2<\/strong> \u1014\u103e\u1004\u1037\u103a Matplotlib<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/span><\/p>\n

ggplot2<\/a> \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1000\u102d\u102f R statistical programming language \u1010\u103d\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1011\u102c\u1038\u1015\u103c\u102e\u1038 Matplotlib<\/a> \u1000\u102d\u102f Python \u1010\u103d\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101e\u100a\u103a \u101e\u1004\u1037\u103a\u1021\u102c\u1038 \u1005\u102d\u1010\u103a\u1000\u103c\u102d\u102f\u1000\u103a\u1015\u103c\u1004\u103a\u1006\u1004\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1019\u103c\u1004\u103a\u1015\u102f\u1036\u1016\u1031\u102c\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 ggplot2 \u101e\u100a\u103a Matplotlib \u1014\u103e\u1004\u1037\u103a \u1014\u103e\u102d\u102f\u1004\u103a\u1038\u101a\u103e\u1009\u103a\u1015\u102b\u1000 \u1000\u102f\u1012\u103a\u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1021\u1014\u100a\u103a\u1038\u1004\u101a\u103a\u1016\u103c\u1004\u1037\u103a \u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u102d\u102f\u1004\u103a\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1024\u1021\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101e\u101b\u102f\u1015\u103a\u1016\u1031\u102c\u103a\u101b\u1014\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1007\u101a\u102c\u1038\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u102b\u1019\u100a\u103a\u104b<\/span><\/p>\n

\u101c\u102d\u102f\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038- ggplot2 \u1014\u103e\u1004\u1037\u103a Matplotlib<\/strong><\/span><\/h2>\n

\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a ggplot2<\/strong> \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1019\u103b\u1009\u103a\u1038\u1007\u101a\u102c\u1038\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f\u1015\u103c\u101e\u101e\u100a\u103a \u104b<\/span> <\/p>\n

 library<\/span> (ggplot2)\n<\/span>\n#create data frame<\/span>\ndf <- data. frame<\/span> (day=c(1, 2, 3, 4, 5, 6, 7, 8, 9, 10),\n                 sales=c(2, 4, 5, 8, 6, 12, 15, 19, 15, 22))\n\n#create line chart\n<\/span>ggplot(df, aes(x=day, y=sales)) +\n  geom_line(size= 1.2<\/span> , col=' purple<\/span> ') +\n  ggtitle(' Sales by Day<\/span> ') +\n  xlab(' Day<\/span> ') +\n  ylab(' Sales<\/span> ')\n<\/strong><\/pre>\n
\"\"<\/p>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a Matplotlib \u1000\u102d\u102f<\/strong> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1019\u103b\u1009\u103a\u1038\u1007\u101a\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a \u104b<\/span> <\/p>\n
 import<\/span> pandas as<\/span> pd\nimport<\/span> matplotlib. pyplot<\/span> as<\/span> plt \n\n#createDataFrame<\/span>\ndf = pd. DataFrame<\/span> ({' day<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],\n                   ' sales<\/span> ': [2, 4, 5, 8, 6, 12, 15, 19, 15, 22]})\n\n#create line chart\n<\/span>plt. plot<\/span> (df. day<\/span> , df. sales<\/span> , color=' purple<\/span> ')\nplt. title<\/span> (' Sales by Day<\/span> ', loc=' left<\/span> ')\nplt. ylabel<\/span> (' Sales<\/span> ')\nplt. xlabel<\/span> (' Day<\/span> ')<\/strong> <\/pre>\n
\"\"<\/p>\n
 \u1024\u1025\u1015\u1019\u102c\u1021\u1010\u103d\u1000\u103a\u104a plot \u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f\u1011\u102f\u1010\u103a\u101c\u102f\u1015\u103a\u101b\u1014\u103a \u101c\u102d\u102f\u1021\u1015\u103a\u101e\u1031\u102c \u1000\u102f\u1012\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u101e\u100a\u103a ggplot2 \u1014\u103e\u1004\u1037\u103a Matplotlib \u1021\u1000\u103c\u102c\u1038 \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103c\u1031\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1010\u1030\u100a\u102e\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1000\u103d\u1000\u103a\u101c\u1015\u103a\u1019\u103b\u102c\u1038- ggplot2 \u1014\u103e\u1004\u1037\u103a Matplotlib<\/strong><\/span><\/h2>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1021\u101c\u102d\u102f\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1001\u103c\u101a\u103a\u1011\u102c\u1038\u101e\u1031\u102c ggplot2<\/strong> \u1010\u103d\u1004\u103a scatterplot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span> <\/p>\n
 library<\/span> (ggplot2)\n<\/span>\n#create data frame\ndf <- data. frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'),\n                 assists=c(1, 2, 2, 4, 5, 7, 8, 10),\n                 points=c(4, 6, 10, 8, 12, 15, 22, 28))<\/span>\n\n#create scatterplot\nggplot(df, aes(x=assists, y=points)) +\n  geom_point(aes(col=team), size= 3<\/span> )<\/span><\/span><\/strong> <\/pre>\n
\"\"<\/p>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a Matplotlib \u1000\u102d\u102f<\/strong> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1010\u1030\u100a\u102e\u101e\u1031\u102c scatterplot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a \u104b<\/span> <\/p>\n
 import<\/span> pandas as<\/span> pd\nimport<\/span> matplotlib. pyplot<\/span> as<\/span> plt \n\n#createDataFrame<\/span>\ndf = pd. DataFrame<\/span> ({' team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' assists<\/span> ': [1, 2, 2, 4, 5, 7, 8, 10],\n                   ' points<\/span> ': [4, 6, 10, 8, 12, 15, 22, 28]})\n\n#define colors to use\n<\/span>color_list = [] \nfor<\/span> x in<\/span> df[' team<\/span> ']: \n    if<\/span> x == ' A<\/span> ': color_list. append<\/span> (' #F8766D<\/span> ') \n    else<\/span> : color_list. append<\/span> (' #00BFC4<\/span> ') \n\n#create scatterplot\n<\/span>plt. scatter<\/span> (df. assists<\/span> , df. points<\/span> , c=color_list)\nplt. ylabel<\/span> (' points<\/span> ')\nplt. xlabel<\/span> (' assists<\/span> ')\n<\/strong><\/pre>\n
\"\"<\/p>\n
 ggplot2 \u1000\u1032\u1037\u101e\u102d\u102f\u1037\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1000\u102d\u102f\u1011\u102f\u1010\u103a\u101c\u102f\u1015\u103a\u101b\u1014\u103a Matplotlib \u1010\u103d\u1004\u103a \u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a\u1000\u102f\u1012\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u101f\u1005\u103a\u1005\u1010\u102d\u102f\u1002\u101b\u1019\u103a\u1019\u103b\u102c\u1038- ggplot2 \u1014\u103e\u1004\u1037\u103a Matplotlib<\/strong><\/span><\/h2>\n
 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a ggplot2<\/strong> \u1010\u103d\u1004\u103a histogram \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a \u104b<\/span> <\/p>\n
 library<\/span> (ggplot2)\n<\/span>\n#create data frame\ndf <- data. frame<\/span> (x=c(2, 2, 4, 4, 4, 5, 5, 6, 7, 7, 8, 8,\n                     10, 11, 11, 11, 12, 13, 14, 14))\n\n#create scatterplot\n<\/span>ggplot(df, aes(x=x)) +\n  geom_histogram(bins= 6<\/span> , fill=' red<\/span> ', color=' black<\/span> ') +\n  ggtitle(' My Histogram<\/span> ')<\/span><\/span><\/strong> <\/pre>\n
\"\"<\/p>\n
 Matplotlib \u1000\u102d\u102f<\/strong> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1021\u101c\u102c\u1038\u1010\u1030 histogram \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000 \u1015\u103c\u101e\u100a\u103a \u104b<\/span> <\/p>\n
 import<\/span> pandas as<\/span> pd\nimport<\/span> matplotlib. pyplot<\/span> as<\/span> plt \n\n#createDataFrame<\/span>\ndf = pd. DataFrame<\/span> ({' x<\/span> ': [2, 2, 4, 4, 4, 5, 5, 6, 7, 7, 8, 8,\n                         10, 11, 11, 11, 12, 13, 14, 14]})\n\n#create histogram\n<\/span>plt. hist<\/span> (df[' x<\/span> '], bins= 6<\/span> , color=' red<\/span> ', ec=' black<\/span> ')\nplt. title<\/span> (' My Histogram<\/span> ', loc=' left<\/span> ') \nplt. xlabel<\/span> (' x<\/span> ') \nplt. ylabel<\/span> (' Count<\/span> ')<\/strong> <\/pre>\n
\"\"<\/p>\n
 \u1010\u1005\u103a\u1016\u1014\u103a Matplotlib \u1017\u102c\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u100a\u103a ggplot2 \u1011\u1000\u103a \u1000\u102f\u1012\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038 \u1015\u102d\u102f\u1019\u102d\u102f\u101c\u102d\u102f\u1021\u1015\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1014\u102d\u1002\u102f\u1036\u1038<\/span><\/strong><\/h2>\n
 ggplot2 \u1014\u103e\u1004\u1037\u103a Matplotlib \u101e\u100a\u103a \u101e\u1004\u1037\u103a\u1021\u102c\u1038 \u1005\u102d\u1010\u103a\u1000\u103c\u102d\u102f\u1000\u103a\u1015\u103c\u1004\u103a\u1006\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1019\u103c\u1004\u103a\u1015\u102f\u1036\u1016\u1031\u102c\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u1005\u1031\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 ggplot2 \u101e\u100a\u103a \u1000\u102f\u1012\u103a\u1000\u102d\u102f \u101c\u103b\u103e\u1031\u102c\u1037\u101e\u102f\u1036\u1038\u101c\u1031\u1037\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1019\u1000\u103c\u102c\u1001\u100f\u1006\u102d\u102f\u101e\u101c\u102d\u102f ggplot2 \u1014\u103e\u1004\u1037\u103a Matplotlib \u1021\u1000\u103c\u102c\u1038 \u1026\u1038\u1005\u102c\u1038\u1015\u1031\u1038\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f\u1021\u1010\u103d\u1000\u103a \u101e\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u1037\u103a \u1015\u101b\u102d\u102f\u1002\u101b\u1019\u103a\u1038\u1019\u1004\u103a\u1038\u1018\u102c\u101e\u102c\u1005\u1000\u102c\u1038\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u1019\u1030\u1010\u100a\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 Python \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u1030\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u104f \u1012\u1031\u1010\u102c\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u1015\u103c\u102e\u1038 \u1015\u101b\u102d\u102f\u1002\u101b\u1019\u103a\u1038\u1019\u1004\u103a\u1038\u1018\u102c\u101e\u102c\u1005\u1000\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u1010\u100a\u103a\u1038\u1016\u103c\u1004\u1037\u103a \u1012\u1031\u1010\u102c\u1019\u103c\u1004\u103a\u101a\u1031\u102c\u1004\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a Matplotlib \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101c\u1031\u1037\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1021\u1015\u103c\u1014\u103a\u1021\u101c\u103e\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a R \u101e\u102f\u1036\u1038\u101e\u1030\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1015\u101b\u102d\u102f\u1002\u101b\u1019\u103a\u1038\u1019\u1004\u103a\u1038\u1018\u102c\u101e\u102c\u1005\u1000\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u1010\u100a\u103a\u1038\u1010\u103d\u1004\u103a \u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u104f\u1012\u1031\u1010\u102c\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f\u1014\u103e\u1004\u1037\u103a \u1019\u103c\u1004\u103a\u101e\u102c\u1019\u103c\u1004\u103a\u101e\u102c\u1019\u103e\u102f\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a ggplot2 \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101c\u1031\u1037\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"
\u1012\u1031\u1010\u102c\u101e\u102d\u1015\u1039\u1015\u1036\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1010\u103d\u1004\u103a \u101b\u1031\u1015\u1014\u103a\u1038\u1021\u1005\u102c\u1038\u1006\u102f\u1036\u1038 data visualization libraries \u1014\u103e\u1005\u103a\u1001\u102f\u1019\u103e\u102c ggplot2 \u1014\u103e\u1004\u1037\u103a Matplotlib \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b ggplot2 \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1000\u102d\u102f R statistical programming language \u1010\u103d\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1011\u102c\u1038\u1015\u103c\u102e\u1038 Matplotlib \u1000\u102d\u102f Python \u1010\u103d\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u101e\u100a\u103a \u101e\u1004\u1037\u103a\u1021\u102c\u1038 \u1005\u102d\u1010\u103a\u1000\u103c\u102d\u102f\u1000\u103a\u1015\u103c\u1004\u103a\u1006\u1004\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1019\u103c\u1004\u103a\u1015\u102f\u1036\u1016\u1031\u102c\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 ggplot2 \u101e\u100a\u103a Matplotlib \u1014\u103e\u1004\u1037\u103a \u1014\u103e\u102d\u102f\u1004\u103a\u1038\u101a\u103e\u1009\u103a\u1015\u102b\u1000 \u1000\u102f\u1012\u103a\u1005\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1021\u1014\u100a\u103a\u1038\u1004\u101a\u103a\u1016\u103c\u1004\u1037\u103a \u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u102d\u102f\u1004\u103a\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1024\u1021\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101e\u101b\u102f\u1015\u103a\u1016\u1031\u102c\u103a\u101b\u1014\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1007\u101a\u102c\u1038\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u1015\u102b\u1019\u100a\u103a\u104b \u101c\u102d\u102f\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038- ggplot2 \u1014\u103e\u1004\u1037\u103a Matplotlib \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a ggplot2 \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1019\u103b\u1009\u103a\u1038\u1007\u101a\u102c\u1038\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f\u1015\u103c\u101e\u101e\u100a\u103a \u104b library (ggplot2) #create data frame […]<\/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":"\nMatplotlib vs ggplot2 - \u1018\u101a\u103a\u101f\u102c\u101e\u102f\u1036\u1038\u101e\u1004\u1037\u103a\u101c\u1032\u104b - \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1019\u103b\u102c\u1038<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a ggplot2 \u1014\u103e\u1004\u1037\u103a matplotlib \u1021\u1000\u103c\u102c\u1038 \u1001\u103c\u102c\u1038\u1014\u102c\u1038\u1001\u103b\u1000\u103a\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\/ggplot2-\u1014\u103e\u1004\u1037\u103a-matplotlib\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Matplotlib vs ggplot2 - \u1018\u101a\u103a\u101f\u102c\u101e\u102f\u1036\u1038\u101e\u1004\u1037\u103a\u101c\u1032\u104b - \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1019\u103b\u102c\u1038\" \/>\n<meta property=\"og:description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a ggplot2 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