{"id":17601,"date":"2021-11-20T19:24:47","date_gmt":"2021-11-20T13:54:47","guid":{"rendered":"http:\/\/onlineappsdba.com\/?p=17601"},"modified":"2021-11-20T19:24:47","modified_gmt":"2021-11-20T13:54:47","slug":"introduction-to-pandas","status":"publish","type":"post","link":"https:\/\/onlineappsdba.com\/index.php\/2021\/11\/20\/introduction-to-pandas\/","title":{"rendered":"Introduction To Pandas In Python &#038; Hands-On Exercise (Data Analysis Using Pandas)"},"content":{"rendered":"<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\/1f43c@2x.png\" alt=\":panda_face:\" aria-label=\"panda face emoji\" data-stringify-type=\"emoji\" data-stringify-emoji=\":panda_face:\" \/><\/span>\u00a0<b data-stringify-type=\"bold\">Pandas<\/b> is a software library written for the Python programming language for data manipulation and analysis.<\/p>\n<p>It provides fast, flexible, and expressive data structures designed to make working with \u201crelational\u201d or \u201clabeled\u201d data easy and intuitive. It aims \u00a0to be the fundamental high-level building block for doing practical, real-world data analysis in Python.<\/p>\n<p>Pandas in Python is built on top of NumPy and is intended to integrate well within a scientific computing environment with many other 3rd party libraries.The most time-consuming part of a data science project is data cleaning and preparation. However, there are many powerful tools to expedite this process. One of them is Pandas which is a widely used data analysis library\u00a0for Python.<\/p>\n<p>Read the blog at\u00a0<a class=\"c-link\" tabindex=\"-1\" href=\"https:\/\/k21academy.com\/datascience\/python\/introduction-to-pandas\/?utm_source=onlineappsdba&amp;utm_medium=referral&amp;utm_campaign=python22_november21\" target=\"_blank\" rel=\"noopener noreferrer\" data-stringify-link=\"https:\/\/k21academy.com\/datascience\/python\/introduction-to-pandas\/\" data-sk=\"tooltip_parent\" data-remove-tab-index=\"true\">https:\/\/k21academy.com\/python22<\/a>\u00a0to know more about Pandas and how we can perform data analysis using this library.<\/p>\n<p>To know more about these NumPy and Pandas covered in our Day 7 session check my bl<a class=\"waffle-rich-text-link\" href=\"https:\/\/k21academy.com\/datascience\/python\/day7-faqs\/\">og at:\u00a0<\/a><em><strong><a class=\"waffle-rich-text-link\" href=\"https:\/\/k21academy.com\/datascience\/python\/day7-faqs\/?utm_source=onlineappsdba&amp;utm_medium=referral&amp;utm_campaign=pythonday7_november21\">https:\/\/k21academy.com\/pythonday7<\/a><\/strong><\/em><\/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><em>Free Class<\/em><\/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<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0Pandas is a software library written for the Python programming language for data manipulation and analysis. It provides fast, flexible, [&hellip;]<\/p>\n","protected":false},"author":115,"featured_media":17602,"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 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