{"id":4300,"date":"2023-07-12T04:18:46","date_gmt":"2023-07-12T04:18:46","guid":{"rendered":"https:\/\/statorials.org\/pl\/numpy-liczyc-zera\/"},"modified":"2023-07-12T04:18:46","modified_gmt":"2023-07-12T04:18:46","slug":"numpy-liczyc-zera","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/numpy-liczyc-zera\/","title":{"rendered":"Numpy: jak policzy\u0107 liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Aby policzy\u0107 liczb\u0119 element\u00f3w zerowych w tablicy NumPy, mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\nn.p. <span style=\"color: #3366ff;\">count_nonzero<\/span> (my_array <span style=\"color: #800080;\">==<\/span> <span style=\"color: #008000;\">0<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Ten konkretny przyk\u0142ad zwr\u00f3ci liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero w tablicy NumPy o nazwie <strong>my_array<\/strong> .<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Poni\u017cszy przyk\u0142ad pokazuje, jak zastosowa\u0107 t\u0119 sk\u0142adni\u0119 w praktyce.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Przyk\u0142ad: Policz liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero w tablicy NumPy<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak u\u017cywa\u0107 funkcji <strong>count_nonzero()<\/strong> do zliczania liczby element\u00f3w tablicy NumPy r\u00f3wnej zero:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<\/span>\n#create NumPy array\n<span style=\"color: #000000;\">my_array = np. <span style=\"color: #3366ff;\">array<\/span> ([2, 0, 0, 4, 5, 9, 12, 0, 4, 13, 15, 19])<\/span>\n\n#count number of values in array equal to zero\n<\/span>n.p. <span style=\"color: #3366ff;\">count_nonzero<\/span> (my_array <span style=\"color: #800080;\">==<\/span> <span style=\"color: #008000;\">0<\/span> )\n\n3<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Z wyniku widzimy, \u017ce <strong>3<\/strong> warto\u015bci w tablicy NumPy wynosz\u0105 zero.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Mo\u017cemy r\u0119cznie sprawdzi\u0107 tablic\u0119 NumPy, aby sprawdzi\u0107, czy w tablicy rzeczywi\u015bcie znajduj\u0105 si\u0119 trzy elementy r\u00f3wne zero.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Je\u015bli zamiast tego chcesz policzy\u0107 elementy <em>niezerowe<\/em> , mo\u017cesz u\u017cy\u0107 funkcji <strong>count_nonzero()<\/strong> w nast\u0119puj\u0105cy spos\u00f3b:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><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>my_array = np. <span style=\"color: #3366ff;\">array<\/span> ([2, 0, 0, 4, 5, 9, 12, 0, 4, 13, 15, 19])\n\n<span style=\"color: #008080;\">#count number of values in array not equal to zero\n<\/span>n.p. <span style=\"color: #3366ff;\">count_nonzero<\/span> (my_array)\n\n9<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Z wyniku widzimy, \u017ce <strong>9<\/strong> warto\u015bci w tablicy NumPy nie jest r\u00f3wnych zero.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Uwaga<\/strong> : Je\u015bli w tablicy NumPy znajduj\u0105 si\u0119 warto\u015bci NaN, funkcja <strong>count_nonzero()<\/strong> zliczy ka\u017cd\u0105 warto\u015b\u0107 NaN jako element niezerowy.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Dodatkowe zasoby<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Poni\u017csze samouczki wyja\u015bniaj\u0105, jak wykonywa\u0107 inne typowe operacje w Pythonie:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pl\/tryb-cyfrowy\/\" target=\"_blank\" rel=\"noopener\">Jak obliczy\u0107 tryb tablicy NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/karta-cyfrowa\/\" target=\"_blank\" rel=\"noopener\">Jak zmapowa\u0107 funkcj\u0119 na tablic\u0119 NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/numpy-sortuj-tablice-wed\u0142ug-kolumny\/\" target=\"_blank\" rel=\"noopener\">Jak posortowa\u0107 tablic\u0119 NumPy wed\u0142ug kolumny<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Aby policzy\u0107 liczb\u0119 element\u00f3w zerowych w tablicy NumPy, mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cej podstawowej sk\u0142adni: import numpy as np n.p. count_nonzero (my_array == 0 ) Ten konkretny przyk\u0142ad zwr\u00f3ci liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero w tablicy NumPy o nazwie my_array . Poni\u017cszy przyk\u0142ad pokazuje, jak zastosowa\u0107 t\u0119 sk\u0142adni\u0119 w praktyce. Przyk\u0142ad: Policz liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero w tablicy [&hellip;]<\/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":[],"class_list":["post-4300","post","type-post","status-publish","format-standard","hentry","category-przewodnik"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NumPy: Jak policzy\u0107 liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero - Statorials<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak policzy\u0107 liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero w NumPy, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\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\/pl\/numpy-liczyc-zera\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NumPy: Jak policzy\u0107 liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero - Statorials\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak policzy\u0107 liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero w NumPy, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/numpy-liczyc-zera\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-12T04:18:46+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minuta\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/numpy-liczyc-zera\/\",\"url\":\"https:\/\/statorials.org\/pl\/numpy-liczyc-zera\/\",\"name\":\"NumPy: Jak policzy\u0107 liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-12T04:18:46+00:00\",\"dateModified\":\"2023-07-12T04:18:46+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak policzy\u0107 liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero w NumPy, podaj\u0105c kilka przyk\u0142ad\u00f3w.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/numpy-liczyc-zera\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/numpy-liczyc-zera\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/numpy-liczyc-zera\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Numpy: jak policzy\u0107 liczb\u0119 element\u00f3w r\u00f3wn\u0105 zero\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pl\/#website\",\"url\":\"https:\/\/statorials.org\/pl\/\",\"name\":\"Statorials\",\"description\":\"Tw\u00f3j przewodnik po kompetencjach statystycznych!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\",\"name\":\"Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin Anderson\"},\"description\":\"Cze\u015b\u0107, jestem Benjamin i jestem emerytowanym profesorem statystyki, kt\u00f3ry zosta\u0142 oddanym nauczycielem Statorials. 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