{"id":17530,"date":"2021-11-09T17:46:15","date_gmt":"2021-11-09T12:16:15","guid":{"rendered":"http:\/\/onlineappsdba.com\/?p=17530"},"modified":"2021-11-09T17:46:15","modified_gmt":"2021-11-09T12:16:15","slug":"day6-faqs","status":"publish","type":"post","link":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/","title":{"rendered":"NumPy and Pandas Q &#038; A: Day 6 Live Session Review\u00a0"},"content":{"rendered":"<p><strong>NumPy<\/strong><br \/>\n<span class=\"c-emoji c-emoji__medium c-emoji--inline\" data-qa=\"emoji\" data-sk=\"tooltip_parent\"><img decoding=\"async\" src=\"https:\/\/a.slack-edge.com\/production-standard-emoji-assets\/13.0\/google-medium\/2714-fe0f@2x.png\" alt=\":heavy_check_mark:\" aria-label=\"heavy check mark emoji\" data-stringify-type=\"emoji\" data-stringify-emoji=\":heavy_check_mark:\" \/><\/span> NumPy is an open-source, versatile general-purpose package used for array processing. It is short of Numerical Python. It is known for its high-end performance with powerful N-dimensional array objects and the tools it is loaded with to work with arrays. The package is an extension of Python and is used to perform scientific computations and other broadcasting functions.<\/p>\n<p>NumPy is easy to use, well-optimized and highly flexible.<\/p>\n<p><strong>\u00a0Pandas<\/strong><br \/>\n<span class=\"c-emoji c-emoji__medium c-emoji--inline\" data-qa=\"emoji\" data-sk=\"tooltip_parent\"><img decoding=\"async\" src=\"https:\/\/a.slack-edge.com\/production-standard-emoji-assets\/13.0\/google-medium\/2714-fe0f@2x.png\" alt=\":heavy_check_mark:\" aria-label=\"heavy check mark emoji\" data-stringify-type=\"emoji\" data-stringify-emoji=\":heavy_check_mark:\" \/><\/span> Pandas is defined as an open-source library that provides high-performance data manipulation in Python. The name of Pandas is derived from the word Panel Data, which means Econometrics from Multidimensional data. It can be used for data analysis in Python.<\/p>\n<p>It can perform five significant steps that are required for processing and analysis of data irrespective of the origin of the data, i.e., load, manipulate, prepare, model, and analyze.<\/p>\n<p><span class=\"c-emoji c-emoji__medium c-emoji--inline\" data-qa=\"emoji\" data-sk=\"tooltip_parent\"><img decoding=\"async\" src=\"https:\/\/a.slack-edge.com\/production-standard-emoji-assets\/13.0\/google-medium\/27a1-fe0f@2x.png\" alt=\":arrow_right:\" aria-label=\"arrow right emoji\" data-stringify-type=\"emoji\" data-stringify-emoji=\":arrow_right:\" \/><\/span> To know more about these NumPy and Pandas covered in our Day 6 session check my blog at: <a href=\"https:\/\/k21academy.com\/datascience\/python\/day6-faqs\/?utm_source=onlineappsdba&amp;utm_medium=referral&amp;utm_campaign=pythonday6_november21\"><em><strong>https:\/\/k21academy.com\/pythonday6<\/strong><\/em><\/a><\/p>\n<p>Join our\u00a0<a href=\"https:\/\/k21academy.com\/python-certification-free-class?utm_source=onlineappsdba&amp;utm_medium=referral&amp;utm_campaign=python02_november21\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Free Class<\/strong><\/a>\u00a0to know more about it.<\/p>\n<p><a href=\"https:\/\/k21academy.com\/python-certification-free-class?utm_source=onlineappsdba&amp;utm_medium=referral&amp;utm_campaign=python02_november21\"><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/k21academy.com\/wp-content\/uploads\/2021\/10\/CU_FC_Pythongif.gif\" alt=\"Free Class Python\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>NumPy NumPy is an open-source, versatile general-purpose package used for array processing. It is short of Numerical Python. It is [&hellip;]<\/p>\n","protected":false},"author":115,"featured_media":17531,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[555,574],"tags":[],"class_list":["post-17530","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science","category-python"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NumPy and Pandas Q &amp; A: Day 6 Live Session Review<\/title>\n<meta name=\"description\" content=\"In this blog, we are going to cover some questions and answers asked us in Python for DS\/DE Day 6 Live session covering NumPy and Pandas in Python\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NumPy and Pandas Q &amp; A: Day 6 Live Session Review\" \/>\n<meta property=\"og:description\" content=\"In this blog, we are going to cover some questions and answers asked us in Python for DS\/DE Day 6 Live session covering NumPy and Pandas in Python\" \/>\n<meta property=\"og:url\" content=\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-09T12:16:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/onlineappsdba.com\/wp-content\/uploads\/2021\/11\/Python_BlogImageDay6.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Masroof Ahmad\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Masroof Ahmad\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/\",\"url\":\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/\",\"name\":\"NumPy and Pandas Q & A: Day 6 Live Session Review\",\"isPartOf\":{\"@id\":\"https:\/\/onlineappsdba.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/onlineappsdba.com\/wp-content\/uploads\/2021\/11\/Python_BlogImageDay6.png\",\"datePublished\":\"2021-11-09T12:16:15+00:00\",\"author\":{\"@id\":\"https:\/\/onlineappsdba.com\/#\/schema\/person\/909a876ed58d400faf82caf81d61bfdb\"},\"description\":\"In this blog, we are going to cover some questions and answers asked us in Python for DS\/DE Day 6 Live session covering NumPy and Pandas in Python\",\"breadcrumb\":{\"@id\":\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#primaryimage\",\"url\":\"https:\/\/onlineappsdba.com\/wp-content\/uploads\/2021\/11\/Python_BlogImageDay6.png\",\"contentUrl\":\"https:\/\/onlineappsdba.com\/wp-content\/uploads\/2021\/11\/Python_BlogImageDay6.png\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/onlineappsdba.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"NumPy and Pandas Q &#038; A: Day 6 Live Session Review\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/onlineappsdba.com\/#website\",\"url\":\"https:\/\/onlineappsdba.com\/\",\"name\":\"\",\"description\":\"Oracle Implementation &amp; Training Experts\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/onlineappsdba.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/onlineappsdba.com\/#\/schema\/person\/909a876ed58d400faf82caf81d61bfdb\",\"name\":\"Masroof Ahmad\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/onlineappsdba.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/10f9db7bdbbd7f9ccfbe9b2d208e5978fc28315e9c704383e639a926ea0fce5f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/10f9db7bdbbd7f9ccfbe9b2d208e5978fc28315e9c704383e639a926ea0fce5f?s=96&d=mm&r=g\",\"caption\":\"Masroof Ahmad\"},\"url\":\"https:\/\/onlineappsdba.com\/index.php\/author\/masroof\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"NumPy and Pandas Q & A: Day 6 Live Session Review","description":"In this blog, we are going to cover some questions and answers asked us in Python for DS\/DE Day 6 Live session covering NumPy and Pandas in Python","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:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/","og_locale":"en_US","og_type":"article","og_title":"NumPy and Pandas Q & A: Day 6 Live Session Review","og_description":"In this blog, we are going to cover some questions and answers asked us in Python for DS\/DE Day 6 Live session covering NumPy and Pandas in Python","og_url":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/","article_published_time":"2021-11-09T12:16:15+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/onlineappsdba.com\/wp-content\/uploads\/2021\/11\/Python_BlogImageDay6.png","type":"image\/png"}],"author":"Masroof Ahmad","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Masroof Ahmad","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/","url":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/","name":"NumPy and Pandas Q & A: Day 6 Live Session Review","isPartOf":{"@id":"https:\/\/onlineappsdba.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#primaryimage"},"image":{"@id":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#primaryimage"},"thumbnailUrl":"https:\/\/onlineappsdba.com\/wp-content\/uploads\/2021\/11\/Python_BlogImageDay6.png","datePublished":"2021-11-09T12:16:15+00:00","author":{"@id":"https:\/\/onlineappsdba.com\/#\/schema\/person\/909a876ed58d400faf82caf81d61bfdb"},"description":"In this blog, we are going to cover some questions and answers asked us in Python for DS\/DE Day 6 Live session covering NumPy and Pandas in Python","breadcrumb":{"@id":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#primaryimage","url":"https:\/\/onlineappsdba.com\/wp-content\/uploads\/2021\/11\/Python_BlogImageDay6.png","contentUrl":"https:\/\/onlineappsdba.com\/wp-content\/uploads\/2021\/11\/Python_BlogImageDay6.png","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/09\/day6-faqs\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/onlineappsdba.com\/"},{"@type":"ListItem","position":2,"name":"NumPy and Pandas Q &#038; A: Day 6 Live Session Review\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/onlineappsdba.com\/#website","url":"https:\/\/onlineappsdba.com\/","name":"","description":"Oracle Implementation &amp; Training Experts","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/onlineappsdba.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/onlineappsdba.com\/#\/schema\/person\/909a876ed58d400faf82caf81d61bfdb","name":"Masroof Ahmad","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/onlineappsdba.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/10f9db7bdbbd7f9ccfbe9b2d208e5978fc28315e9c704383e639a926ea0fce5f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/10f9db7bdbbd7f9ccfbe9b2d208e5978fc28315e9c704383e639a926ea0fce5f?s=96&d=mm&r=g","caption":"Masroof Ahmad"},"url":"https:\/\/onlineappsdba.com\/index.php\/author\/masroof\/"}]}},"_links":{"self":[{"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/posts\/17530","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/users\/115"}],"replies":[{"embeddable":true,"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/comments?post=17530"}],"version-history":[{"count":0,"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/posts\/17530\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/media\/17531"}],"wp:attachment":[{"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/media?parent=17530"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/categories?post=17530"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/onlineappsdba.com\/index.php\/wp-json\/wp\/v2\/tags?post=17530"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}