{"id":1599,"date":"2023-07-25T17:15:30","date_gmt":"2023-07-25T17:15:30","guid":{"rendered":"https:\/\/statorials.org\/id\/plot-python-distribusi-normal\/"},"modified":"2023-07-25T17:15:30","modified_gmt":"2023-07-25T17:15:30","slug":"plot-python-distribusi-normal","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/plot-python-distribusi-normal\/","title":{"rendered":"Cara merencanakan distribusi normal dengan python: dengan contoh"},"content":{"rendered":"

<\/p>\n

\n

Untuk memplot distribusi normal dengan Python, Anda dapat menggunakan sintaks berikut:<\/span><\/p>\n

 #x-axis ranges from -3 and 3 with .001 steps\n<\/span>x = np. arange<\/span> (-3, 3, 0.001)\n\n#plot normal distribution with mean 0 and standard deviation 1\n<\/span>plt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 1))\n<\/strong><\/pre>\n
 Array x<\/strong> mendefinisikan rentang sumbu x dan plt.plot()<\/strong> menghasilkan kurva distribusi normal dengan mean dan deviasi standar yang ditentukan.<\/span><\/p>\n
 Contoh berikut menunjukkan cara menggunakan fungsi-fungsi ini dalam praktik.<\/span><\/p>\n
 Contoh 1: Merencanakan Distribusi Normal Tunggal<\/strong><\/span><\/h3>\n
 Kode berikut menunjukkan cara memplot kurva distribusi normal tunggal dengan rata-rata 0 dan deviasi standar 1:<\/span> <\/p>\n
 import<\/span> numpy as<\/span> np\nimport<\/span> matplotlib. pyplot<\/span> as<\/span> plt\nfrom<\/span> scipy. stats<\/span> import<\/span> norm\n\n#x-axis ranges from -3 and 3 with .001 steps\n<\/span>x = np. arange<\/span> (-3, 3, 0.001)\n\n#plot normal distribution with mean 0 and standard deviation 1\n<\/span>plt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 1))<\/strong> <\/pre>\n
\"Distribusi<\/p>\n
 Anda juga dapat mengubah warna dan lebar garis pada grafik:<\/span> <\/p>\n
 plt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 1), color=' red<\/span> ', linewidth= 3<\/span> )<\/strong> <\/pre>\n
\"\"<\/p>\n
 Contoh 2: Merencanakan Distribusi Normal Berganda<\/strong><\/span><\/h3>\n
 Kode berikut menunjukkan cara memplot beberapa kurva distribusi normal dengan rata-rata dan deviasi standar yang berbeda:<\/span> <\/p>\n
 import<\/span> numpy as<\/span> np\nimport<\/span> matplotlib. pyplot<\/span> as<\/span> plt\nfrom<\/span> scipy. stats<\/span> import<\/span> norm\n\n#x-axis ranges from -5 and 5 with .001 steps\n<\/span>x = np. arange<\/span> (-5, 5, 0.001)\n\n#define multiple normal distributions\n<\/span>plt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 1), label=' \u03bc: 0, \u03c3: 1<\/span> ')\nplt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 1.5), label=' \u03bc:0, \u03c3: 1.5<\/span> ')\nplt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 2), label=' \u03bc:0, \u03c3: 2<\/span> ')\n\n#add legend to plot\n<\/span>plt. legend<\/span> ()<\/strong> <\/pre>\n
\"\"<\/p>\n
 Jangan ragu untuk mengubah warna garis dan menambahkan judul dan label sumbu untuk melengkapi bagan:<\/span> <\/p>\n
 import<\/span> numpy as<\/span> np\nimport<\/span> matplotlib. pyplot<\/span> as<\/span> plt\nfrom<\/span> scipy. stats<\/span> import<\/span> norm\n\n#x-axis ranges from -5 and 5 with .001 steps\n<\/span>x = np. arange<\/span> (-5, 5, 0.001)\n\n#define multiple normal distributions\n<\/span>plt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 1), label=' \u03bc: 0, \u03c3: 1<\/span> ', color=' gold<\/span> ')\nplt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 1.5), label=' \u03bc:0, \u03c3: 1.5<\/span> ', color=' red<\/span> ')\nplt. plot<\/span> (x, norm. pdf<\/span> (x, 0, 2), label=' \u03bc:0, \u03c3: 2<\/span> ', color=' pink<\/span> ')\n\n#add legend to plot\n<\/span>plt. legend<\/span> (title=' Parameters<\/span> ')\n\n#add axes labels and a title\n<\/span>plt. ylabel<\/span> (' Density<\/span> ')\nplt. xlabel<\/span> (' x<\/span> ')\nplt. title<\/span> (' Normal Distributions<\/span> ', fontsize= 14<\/span> )<\/strong> <\/pre>\n
\"\"<\/p>\n
 Lihat dokumentasi matplotlib<\/a> untuk penjelasan detail tentang fungsi plt.plot()<\/strong> .<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"
Untuk memplot distribusi normal dengan Python, Anda dapat menggunakan sintaks berikut: #x-axis ranges from -3 and 3 with .001 steps x = np. arange (-3, 3, 0.001) #plot normal distribution with mean 0 and standard deviation 1 plt. plot (x, norm. pdf (x, 0, 1)) Array x mendefinisikan rentang sumbu x dan plt.plot() menghasilkan kurva […]<\/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":"\nCara Merencanakan Distribusi Normal dengan Python: Dengan Contoh<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara memplot distribusi normal dengan Python, dengan 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\/plot-python-distribusi-normal\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Merencanakan Distribusi Normal dengan Python: Dengan Contoh\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara memplot distribusi normal dengan Python, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/plot-python-distribusi-normal\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-25T17:15:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/normaldistpython1.png\" \/>\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\/plot-python-distribusi-normal\/\",\"url\":\"https:\/\/statorials.org\/id\/plot-python-distribusi-normal\/\",\"name\":\"Cara Merencanakan Distribusi Normal dengan Python: Dengan Contoh\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-25T17:15:30+00:00\",\"dateModified\":\"2023-07-25T17:15:30+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara memplot distribusi normal dengan Python, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/plot-python-distribusi-normal\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/plot-python-distribusi-normal\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/plot-python-distribusi-normal\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara merencanakan distribusi normal dengan python: dengan contoh\"}]},{\"@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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