{"id":3575,"date":"2023-07-16T18:22:24","date_gmt":"2023-07-16T18:22:24","guid":{"rendered":"https:\/\/statorials.org\/id\/subplot-panda\/"},"modified":"2023-07-16T18:22:24","modified_gmt":"2023-07-16T18:22:24","slug":"subplot-panda","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/subplot-panda\/","title":{"rendered":"Pandas: cara memplot beberapa dataframe dalam subplot"},"content":{"rendered":"

<\/p>\n

\n

Anda dapat menggunakan sintaks dasar berikut untuk memplot beberapa DataFrame panda dalam subplot:<\/span><\/p>\n

 import<\/span> matplotlib. pyplot<\/span> as<\/span> plt\n\n#define subplot layout\n<\/span>fig, axes = plt. subplots<\/span> (nrows= 2<\/span> , ncols= 2<\/span> )\n\n#add DataFrames to subplots\n<\/span>df1. plot<\/span> (ax=axes[0,0])\ndf2. plot<\/span> (ax=axes[0,1])\ndf3. plot<\/span> (ax=axes[1,0])\ndf4. plot<\/span> (ax=axes[1,1])\n<\/strong><\/pre>\n
 Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya.<\/span><\/p>\n
 Contoh: Merencanakan Beberapa DataFrame Pandas di Subplot<\/strong><\/span><\/h2>\n
 Katakanlah kita memiliki empat panda DataFrames yang berisi informasi tentang penjualan dan pengembalian di empat toko ritel berbeda:<\/span><\/p>\n
 import<\/span> pandas as<\/span> pd\n\n#create four DataFrames\n<\/span>df1 = pd. DataFrame<\/span> ({' sales<\/span> ': [2, 5, 5, 7, 9, 13, 15, 17, 22, 24],\n                    ' returns<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8, 7, 5]})\n\ndf2 = pd. DataFrame<\/span> ({' sales<\/span> ': [2, 5, 11, 18, 15, 15, 14, 9, 6, 7],\n                    ' returns<\/span> ': [1, 2, 0, 2, 2, 4, 5, 4, 2, 1]})\n\ndf3 = pd. DataFrame<\/span> ({' sales<\/span> ': [6, 8, 8, 7, 8, 9, 10, 7, 8, 12],\n                    ' returns<\/span> ': [1,0, 1, 1, 1, 2, 3, 2, 1, 3]})\n\ndf4 = pd. DataFrame<\/span> ({' sales<\/span> ': [10, 7, 7, 6, 7, 6, 4, 3, 3, 2],\n                    ' returns<\/span> ': [4, 4, 3, 3, 2, 3, 2, 1, 1, 0]})<\/strong><\/pre>\n
 Kita dapat menggunakan sintaks berikut untuk memplot masing-masing DataFrames ini dalam subplot yang memiliki tata letak 2 baris dan 2 kolom:<\/span><\/span> <\/p>\n
 import<\/span> matplotlib. pyplot<\/span> as<\/span> plt\n\n#define subplot layout\n<\/span>fig, axes = plt. subplots<\/span> (nrows= 2<\/span> , ncols= 2<\/span> )\n\n#add DataFrames to subplots\n<\/span>df1. plot<\/span> (ax=axes[0,0])\ndf2. plot<\/span> (ax=axes[0,1])\ndf3. plot<\/span> (ax=axes[1,0])\ndf4. plot<\/span> (ax=axes[1,1])<\/strong> <\/pre>\n
\"subplot<\/p>\n
 Masing-masing dari empat DataFrames ditampilkan dalam subplot.<\/span><\/p>\n
 Perhatikan bahwa kami menggunakan argumen sumbu<\/strong> untuk menentukan di mana setiap DataFrame harus ditempatkan.<\/span><\/p>\n
 Misalnya DataFrame bernama df1<\/strong> ditempatkan pada posisi dengan nilai indeks baris 0<\/strong> dan nilai indeks kolom 0<\/strong> (misalnya subplot di pojok kiri atas).<\/span><\/p>\n
 Perhatikan juga bahwa Anda dapat mengubah tata letak subplot menggunakan argumen nrows<\/strong> dan ncols<\/strong> .<\/span><\/p>\n
 Misalnya, kode berikut menunjukkan cara mengatur subplot menjadi empat baris dan satu kolom:<\/span> <\/p>\n
 import<\/span> matplotlib. pyplot<\/span> as<\/span> plt\n\n#define subplot layout\n<\/span>fig, axes = plt. subplots<\/span> (nrows= 4<\/span> , ncols= 1<\/span> )\n\n#add DataFrames to subplots\n<\/span>df1. plot<\/span> (ax=axes[0])\ndf2. plot<\/span> (ax=axes[1])\ndf3. plot<\/span> (ax=axes[2])\ndf4. plot<\/span> (ax=axes[3])<\/strong> <\/pre>\n
\"\"<\/p>\n
 Subplot kini disusun dalam tata letak dengan empat baris dan satu kolom.<\/span><\/p>\n
 Perhatikan bahwa jika Anda ingin subplot memiliki skala yang sama pada sumbu y dan x, Anda dapat menggunakan argumen sharey<\/strong> dan sharex<\/strong> .<\/span><\/p>\n
 Misalnya, kode berikut menunjukkan cara menggunakan argumen sharey<\/strong> untuk memaksa semua subplot memiliki skala yang sama pada sumbu Y:<\/span> <\/p>\n
 import<\/span> matplotlib. pyplot<\/span> as<\/span> plt\n\n#define subplot layout, force subplots to have same y-axis scale\n<\/span>fig, axes = plt. subplots<\/span> (nrows= 4<\/span> , ncols= 1<\/span> , sharey= True<\/span> )\n\n#add DataFrames to subplots\n<\/span>df1. plot<\/span> (ax=axes[0])\ndf2. plot<\/span> (ax=axes[1])\ndf3. plot<\/span> (ax=axes[2])\ndf4. plot<\/span> (ax=axes[3])<\/strong> <\/pre>\n
\"\"<\/p>\n
 Perhatikan bahwa sumbu Y setiap subplot kini berkisar antara 0 hingga 20.<\/span><\/p>\n
 Sumber daya tambahan<\/strong><\/span><\/h2>\n
 Tutorial berikut menjelaskan cara melakukan operasi umum lainnya di panda:<\/span><\/p>\n
 Cara Membuat Diagram Lingkaran dari Pandas DataFrame<\/a>
 Cara membuat titik cloud dari Pandas DataFrame<\/a>
 Cara membuat histogram dari Pandas DataFrame<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
Anda dapat menggunakan sintaks dasar berikut untuk memplot beberapa DataFrame panda dalam subplot: import matplotlib. pyplot as plt #define subplot layout fig, axes = plt. subplots (nrows= 2 , ncols= 2 ) #add DataFrames to subplots df1. plot (ax=axes[0,0]) df2. plot (ax=axes[0,1]) df3. plot (ax=axes[1,0]) df4. plot (ax=axes[1,1]) Contoh berikut menunjukkan cara menggunakan sintaksis ini […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"\nPandas: Cara memplot beberapa DataFrames dalam subplot - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara memplot beberapa panda DataFrames dalam subplot, termasuk beberapa contoh.\" \/>\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\/id\/subplot-panda\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: Cara memplot beberapa DataFrames dalam subplot - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara memplot beberapa panda DataFrames dalam subplot, termasuk beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/subplot-panda\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T18:22:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sous1.jpg\" \/>\n<meta name=\"author\" content=\"Benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Ditulis oleh\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimasi waktu membaca\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/subplot-panda\/\",\"url\":\"https:\/\/statorials.org\/id\/subplot-panda\/\",\"name\":\"Pandas: Cara memplot beberapa DataFrames dalam subplot - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-16T18:22:24+00:00\",\"dateModified\":\"2023-07-16T18:22:24+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara memplot beberapa panda DataFrames dalam subplot, termasuk beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/subplot-panda\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/subplot-panda\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/subplot-panda\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: cara memplot beberapa dataframe dalam subplot\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/id\/#website\",\"url\":\"https:\/\/statorials.org\/id\/\",\"name\":\"Statorials\",\"description\":\"Panduan anda untuk kompetensi statistik!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/id\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"id\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\",\"name\":\"Benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"id\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin anderson\"},\"description\":\"Halo, saya Benjamin, pensiunan profesor statistika yang menjadi guru Statorial yang berdedikasi. 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