{"id":2407,"date":"2023-07-22T09:56:32","date_gmt":"2023-07-22T09:56:32","guid":{"rendered":"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/"},"modified":"2023-07-22T09:56:32","modified_gmt":"2023-07-22T09:56:32","slug":"numpy-lub-wiele-warunkow","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/","title":{"rendered":"Jak u\u017cywa\u0107 numpy where() z wieloma warunkami"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Aby u\u017cy\u0107 funkcji <a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/generated\/numpy.where.html\" target=\"_blank\" rel=\"noopener\">NumPywhere()<\/a> z wieloma warunkami, mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cych metod:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metoda 1: U\u017cyj Where() z OR<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#select values less than five <em>or<\/em> greater than 20<\/span>\nx[np. <span style=\"color: #3366ff;\">where<\/span> ((x <span style=\"color: #800080;\">&lt;<\/span> 5) <span style=\"color: #800080;\">|<\/span> (x <span style=\"color: #800080;\">&gt;<\/span> 20))]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metoda 2: U\u017cyj Where() z AND<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#select values greater than five <i>and<\/i> less than 20<\/span>\nx[np. <span style=\"color: #3366ff;\">where<\/span> ((x <span style=\"color: #800080;\">&gt;<\/span> 5) <span style=\"color: #800080;\">&amp;<\/span> (x <span style=\"color: #800080;\">&lt;<\/span> 20))]<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Poni\u017cszy przyk\u0142ad pokazuje, jak zastosowa\u0107 ka\u017cd\u0105 metod\u0119 w praktyce.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Metoda 1: U\u017cyj Where() z OR<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak wybra\u0107 ka\u017cd\u0105 warto\u015b\u0107 w tablicy NumPy mniejsz\u0105 ni\u017c 5 <strong>lub<\/strong> wi\u0119ksz\u0105 ni\u017c 20:<\/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\n<span style=\"color: #008080;\">#define NumPy array of values\n<span style=\"color: #000000;\">x = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 3, 3, 6, 7, 9, 12, 13, 15, 18, 20, 22])\n\n<span style=\"color: #008080;\">#select values that meet one of two conditions\n<\/span>x[np. <span style=\"color: #3366ff;\">where<\/span> ((x <span style=\"color: #800080;\">&lt;<\/span> 5) <span style=\"color: #800080;\">|<\/span> (x <span style=\"color: #800080;\">&gt;<\/span> 20))]\n\narray([ 1, 3, 3, 22])\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Zauwa\u017c, \u017ce cztery warto\u015bci w tablicy NumPy by\u0142y mniejsze ni\u017c 5 <strong>lub<\/strong> wi\u0119ksze ni\u017c 20.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Mo\u017cesz tak\u017ce u\u017cy\u0107 funkcji <strong>rozmiaru<\/strong> , aby po prostu dowiedzie\u0107 si\u0119, ile warto\u015bci spe\u0142nia jeden z warunk\u00f3w:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#find number of values that are less than 5 or greater than 20<\/span>\n(x[np. <span style=\"color: #3366ff;\">where<\/span> ((x <span style=\"color: #800080;\">&lt;<\/span> 5) <span style=\"color: #800080;\">|<\/span> (x <span style=\"color: #800080;\">&gt;<\/span> 20))]). <span style=\"color: #3366ff;\">size\n\n<\/span>4<\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Metoda 2: U\u017cyj Where() z AND<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak wybra\u0107 ka\u017cd\u0105 warto\u015b\u0107 z tablicy NumPy wi\u0119ksz\u0105 ni\u017c 5 <b>i<\/b> mniejsz\u0105 ni\u017c 20:<\/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\n<span style=\"color: #008080;\">#define NumPy array of values\n<span style=\"color: #000000;\">x = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 3, 3, 6, 7, 9, 12, 13, 15, 18, 20, 22])\n\n<span style=\"color: #008080;\">#select values that meet two conditions\n<\/span>x[np. <span style=\"color: #3366ff;\">where<\/span> ((x <span style=\"color: #800080;\">&gt;<\/span> 5) <span style=\"color: #800080;\">&amp;<\/span> (x <span style=\"color: #800080;\">&lt;<\/span> 20))]\n\narray([6, 7, 9, 12, 13, 15, 18])\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Tablica wyj\u015bciowa wy\u015bwietla siedem warto\u015bci z oryginalnej tablicy NumPy, kt\u00f3re by\u0142y wi\u0119ksze ni\u017c 5 <strong>i<\/strong> mniejsze ni\u017c 20.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ponownie mo\u017cesz u\u017cy\u0107 funkcji <strong>rozmiaru<\/strong> , aby okre\u015bli\u0107, ile warto\u015bci spe\u0142nia oba warunki:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#find number of values that are greater than 5 and less than 20\n<\/span>(x[np. <span style=\"color: #3366ff;\">where<\/span> ((x <span style=\"color: #800080;\">&gt;<\/span> 5) <span style=\"color: #800080;\">&amp;<\/span> (x <span style=\"color: #800080;\">&lt;<\/span> 20))]). <span style=\"color: #3366ff;\">size\n\n<\/span>7<\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Dodatkowe zasoby<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017csze samouczki wyja\u015bniaj\u0105, jak wykonywa\u0107 inne typowe operacje w NumPy:<\/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\/numpy-znajdz-indeks-wartosci\/\" target=\"_blank\" rel=\"noopener\">Jak znale\u017a\u0107 indeks warto\u015bci w 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><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Aby u\u017cy\u0107 funkcji NumPywhere() z wieloma warunkami, mo\u017cesz u\u017cy\u0107 nast\u0119puj\u0105cych metod: Metoda 1: U\u017cyj Where() z OR #select values less than five or greater than 20 x[np. where ((x &lt; 5) | (x &gt; 20))] Metoda 2: U\u017cyj Where() z AND #select values greater than five and less than 20 x[np. where ((x &gt; 5) [&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-2407","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>Jak u\u017cywa\u0107 NumPy Where() z wieloma warunkami \u2013 Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 funkcji NumPywhere() z kilkoma warunkami, 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-lub-wiele-warunkow\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak u\u017cywa\u0107 NumPy Where() z wieloma warunkami \u2013 Statologia\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 funkcji NumPywhere() z kilkoma warunkami, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T09:56:32+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=\"2 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/\",\"url\":\"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/\",\"name\":\"Jak u\u017cywa\u0107 NumPy Where() z wieloma warunkami \u2013 Statologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-22T09:56:32+00:00\",\"dateModified\":\"2023-07-22T09:56:32+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 funkcji NumPywhere() z kilkoma warunkami, podaj\u0105c kilka przyk\u0142ad\u00f3w.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak u\u017cywa\u0107 numpy where() z wieloma warunkami\"}]},{\"@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. Dzi\u0119ki bogatemu do\u015bwiadczeniu i wiedzy specjalistycznej w dziedzinie statystyki ch\u0119tnie dziel\u0119 si\u0119 swoj\u0105 wiedz\u0105, aby wzmocni\u0107 pozycj\u0119 uczni\u00f3w za po\u015brednictwem Statorials. Wiedzie\u0107 wi\u0119cej\",\"sameAs\":[\"https:\/\/statorials.org\/pl\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Jak u\u017cywa\u0107 NumPy Where() z wieloma warunkami \u2013 Statologia","description":"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 funkcji NumPywhere() z kilkoma warunkami, podaj\u0105c kilka przyk\u0142ad\u00f3w.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/","og_locale":"pl_PL","og_type":"article","og_title":"Jak u\u017cywa\u0107 NumPy Where() z wieloma warunkami \u2013 Statologia","og_description":"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 funkcji NumPywhere() z kilkoma warunkami, podaj\u0105c kilka przyk\u0142ad\u00f3w.","og_url":"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/","og_site_name":"Statorials","article_published_time":"2023-07-22T09:56:32+00:00","author":"Benjamin Anderson","twitter_card":"summary_large_image","twitter_misc":{"Napisane przez":"Benjamin Anderson","Szacowany czas czytania":"2 minuty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/","url":"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/","name":"Jak u\u017cywa\u0107 NumPy Where() z wieloma warunkami \u2013 Statologia","isPartOf":{"@id":"https:\/\/statorials.org\/pl\/#website"},"datePublished":"2023-07-22T09:56:32+00:00","dateModified":"2023-07-22T09:56:32+00:00","author":{"@id":"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965"},"description":"W tym samouczku wyja\u015bniono, jak u\u017cywa\u0107 funkcji NumPywhere() z kilkoma warunkami, podaj\u0105c kilka przyk\u0142ad\u00f3w.","breadcrumb":{"@id":"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/pl\/numpy-lub-wiele-warunkow\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Dom","item":"https:\/\/statorials.org\/pl\/"},{"@type":"ListItem","position":2,"name":"Jak u\u017cywa\u0107 numpy where() z wieloma warunkami"}]},{"@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. Dzi\u0119ki bogatemu do\u015bwiadczeniu i wiedzy specjalistycznej w dziedzinie statystyki ch\u0119tnie dziel\u0119 si\u0119 swoj\u0105 wiedz\u0105, aby wzmocni\u0107 pozycj\u0119 uczni\u00f3w za po\u015brednictwem Statorials. Wiedzie\u0107 wi\u0119cej","sameAs":["https:\/\/statorials.org\/pl"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts\/2407","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/comments?post=2407"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts\/2407\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/media?parent=2407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/categories?post=2407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/tags?post=2407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}