{"id":3599,"date":"2023-07-16T15:09:21","date_gmt":"2023-07-16T15:09:21","guid":{"rendered":"https:\/\/statorials.org\/id\/numpy-menghapus-duplikat\/"},"modified":"2023-07-16T15:09:21","modified_gmt":"2023-07-16T15:09:21","slug":"numpy-menghapus-duplikat","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/numpy-menghapus-duplikat\/","title":{"rendered":"Cara menghapus elemen duplikat dari array numpy"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan metode berikut untuk menghapus elemen duplikat di NumPy:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode 1: Hapus elemen duplikat dari array NumPy<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>new_data = np. <span style=\"color: #3366ff;\">unique<\/span> (data)<\/strong>\n<\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 2: Hapus baris duplikat dari matriks NumPy<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>new_data = np. <span style=\"color: #3366ff;\">single<\/span> (data, axis= <span style=\"color: #008000;\">0<\/span> )<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 3: Hapus kolom duplikat dari matriks NumPy<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>new_data = np. <span style=\"color: #3366ff;\">unique<\/span> (data, axis= <span style=\"color: #008000;\">1<\/span> )<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan masing-masing metode dalam praktik.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 1: Hapus elemen duplikat dari array NumPy<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghapus elemen duplikat dari array NumPy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create NumPy array\n<span style=\"color: #000000;\">data = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 1, 1, 2, 2, 4, 5, 5, 5, 5, 7, 8])\n<\/span>\n#create new array that removes duplicates\n<span style=\"color: #000000;\">new_data = np. <span style=\"color: #3366ff;\">unique<\/span> (data)\n<\/span>\n#view new array\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print(<\/span> new_data)\n\n[1 2 4 5 7 8]\n<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa semua duplikat telah dihapus dari array NumPy dan hanya nilai unik yang tersisa.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 2: Hapus baris duplikat dari matriks NumPy<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghapus baris duplikat dari matriks NumPy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create NumPy matrix\n<span style=\"color: #000000;\">data = np. <span style=\"color: #3366ff;\">array<\/span> ([[1, 5, 5, 8],\n                 [1, 5, 5, 8],\n                 [6, 2, 3, 4],\n                 [6, 2, 3, 4]])\n\n<span style=\"color: #008080;\">#create new array that removes duplicate rows\n<\/span><span style=\"color: #000000;\">new_data = np. <span style=\"color: #3366ff;\">single<\/span> (data, axis= <span style=\"color: #008000;\">0<\/span> )\n<\/span>\n<span style=\"color: #008080;\">#view new matrix\n<\/span><span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (new_data)\n\n[[1 5 5 8]\n [6 2 3 4]]\n<\/span><\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa semua baris duplikat telah dihapus dari matriks NumPy dan hanya baris unik yang tersisa.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 3: Hapus kolom duplikat dari matriks NumPy<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghapus kolom duplikat dari matriks NumPy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create NumPy matrix\n<span style=\"color: #000000;\">data = np. <span style=\"color: #3366ff;\">array<\/span> ([[1, 1, 5, 8, 1],\n                 [1, 1, 2, 6, 1],\n                 [4, 4, 3, 8, 4]])\n\n<span style=\"color: #008080;\">#create new matrix that removes duplicate columns\n<\/span>new_data = np. <span style=\"color: #3366ff;\">unique<\/span> (data, axis= <span style=\"color: #008000;\">1<\/span> )\n\n<span style=\"color: #008080;\">#view new matrix\n<\/span><span style=\"color: #008000;\">print<\/span> (new_data)\n\n[[1 5 8]\n [1 2 6]\n [4 3 8]]\n<\/span><\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa semua kolom duplikat telah dihapus dari matriks NumPy dan hanya kolom unik yang tersisa.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara melakukan tugas umum lainnya di NumPy:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/susunan-pengisian-numpy\/\" target=\"_blank\" rel=\"noopener\">Cara mengisi array NumPy dengan nilai<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/numpy-menghapus-elemen-dari-array\/\" target=\"_blank\" rel=\"noopener\">Cara menghapus elemen tertentu dari array NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/ganti-numpy\/\" target=\"_blank\" rel=\"noopener\">Cara mengganti elemen dalam array NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/numpy-mendapatkan-baris\/\" target=\"_blank\" rel=\"noopener\">Cara mendapatkan baris tertentu dari array NumPy<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan metode berikut untuk menghapus elemen duplikat di NumPy: Metode 1: Hapus elemen duplikat dari array NumPy new_data = np. unique (data) Metode 2: Hapus baris duplikat dari matriks NumPy new_data = np. single (data, axis= 0 ) Metode 3: Hapus kolom duplikat dari matriks NumPy new_data = np. unique (data, axis= 1 [&hellip;]<\/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":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Cara menghapus elemen duplikat dari 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