{"id":167613,"date":"2023-04-11T10:10:00","date_gmt":"2023-04-11T09:10:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=167613"},"modified":"2023-04-07T10:11:04","modified_gmt":"2023-04-07T09:11:04","slug":"data-analyst-tools","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/data-analyst-tools","title":{"rendered":"What tools does a Data Analyst use on a daily basis?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"167613\" class=\"elementor elementor-167613\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8259644 e-flex e-con-boxed e-con\" data-id=\"8259644\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7f1eb9 elementor-widget elementor-widget-text-editor\" data-id=\"c7f1eb9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">What is the job of a data analyst? There are many ways to answer this question:<\/span><\/p><p><span style=\"font-weight: 400;\">A data analyst is part storytelling scientist, part coder, and part business consultant.<\/span><\/p><p><span style=\"font-weight: 400;\">He uses <\/span><b>different computer tools<\/b> <b>and codes <\/b><span style=\"font-weight: 400;\">to extract data from various sources, analyzes this data by making sense of it, and presents these results often in a visual way. In this article, we will talk about several tools that a data analyst may use on a daily basis.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc6e023 elementor-widget elementor-widget-spacer\" data-id=\"dc6e023\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-868228e e-flex e-con-boxed e-con\" data-id=\"868228e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1043474 elementor-widget elementor-widget-heading\" data-id=\"1043474\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">Data sources and queries<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-520bbd3 elementor-widget elementor-widget-text-editor\" data-id=\"520bbd3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">To access the data, the data analyst can use different tools. BigQuery allows for massive interactive analysis of large data sets in collaboration with the Google data warehouse.<\/span><\/p><p><span style=\"font-weight: 400;\">Amazon Redshift is a <\/span><a href=\"https:\/\/datascientest.com\/en\/data-warehouse-2\"><b>data warehouse<\/b><\/a><span style=\"font-weight: 400;\"> product that is part of the Amazon Web Services cloud computing platform. And the classic MySQL which is a relational database management system.<\/span><\/p><p><span style=\"font-weight: 400;\">Most of the time, to have access to data, we write queries in <\/span><a href=\"https:\/\/datascientest.com\/en\/sql-learn-all-about-the-programming-language-for-databases\"><b>SQL language<\/b><\/a><span style=\"font-weight: 400;\"> (Structured Language Query). Let&#8217;s say the company you work for has a large database with <\/span><b>different information<\/b><span style=\"font-weight: 400;\"> about customers, employees, partners, etc., and your manager wants to answer the following question: &#8220;What were the sales last quarter?&#8221;<\/span><\/p><p><span style=\"font-weight: 400;\">To answer this question I may need to use SQL to <\/span><b>drill down<\/b><span style=\"font-weight: 400;\"> into the data and do further research.<\/span><\/p><p><span style=\"font-weight: 400;\">The SQL language is used in <\/span><a href=\"https:\/\/datascientest.com\/en\/acid-in-database-management\"><b>DBMSs<\/b><\/a><span style=\"font-weight: 400;\">, which are DataBase Management Systems. Among the data management systems are MySQL, PostgreSQL, ORACLE, SQL Server, etc. These systems allow you to use the SQL language to <\/span><b>manage databases<\/b><span style=\"font-weight: 400;\">. Thanks to the SQL language you can: store data, and manipulate data (perform queries and procedures).<\/span><\/p><p><span style=\"font-weight: 400;\">To simplify, SQL is a language that allows you to <\/span><b>link your computer and a DBMS<\/b><span style=\"font-weight: 400;\">. A data analyst must be able to use SQL to access and analyze data.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c380698 elementor-widget elementor-widget-spacer\" data-id=\"c380698\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cadc413 e-flex e-con-boxed e-con\" data-id=\"cadc413\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26136eb elementor-widget elementor-widget-heading\" data-id=\"26136eb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Processing data and displaying results<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9b6400 elementor-widget elementor-widget-text-editor\" data-id=\"e9b6400\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Now that we have access to the data, we will <\/span><b>go through a data processing<\/b><span style=\"font-weight: 400;\"> and results display step. This time we would like to answer the following question: &#8220;Why was there such a <\/span><b>big difference<\/b><span style=\"font-weight: 400;\"> between the sales of the last two quarters?<\/span><\/p><p><span style=\"font-weight: 400;\">We can try to answer this question using Excel, but if the database is much too large or we need to make more complex modifications, the <\/span><a href=\"https:\/\/datascientest.com\/en\/python-or-r-which-to-choose\"><b>Python or R languages<\/b><\/a><span style=\"font-weight: 400;\"> (not only) allow us to go further and study the data more flexibly.<\/span><\/p><p><a href=\"https:\/\/datascientest.com\/en\/python-the-most-popular-programming-language\"><b>Python is a versatile language<\/b><\/a><span style=\"font-weight: 400;\"> that is quite easy to use and learn. It has many libraries for scientific computing and if you already work for a company, it is likely that the company already uses it for other tasks.<\/span><\/p><p><span style=\"font-weight: 400;\">Anaconda is a distribution of the Python and R programming languages for <\/span><b>scientific computing<\/b><span style=\"font-weight: 400;\">, which aims to simplify package management and deployment. The distribution includes packages for Windows, Linux, and macOS.<\/span><\/p><p><a href=\"https:\/\/datascientest.com\/en\/pandas-the-python-library\"><b>Pandas<\/b><\/a><span style=\"font-weight: 400;\"> is an open-source Python library that is most widely used for <\/span><b>data science<\/b><span style=\"font-weight: 400;\">, data analysis, and <\/span><b>machine learning tasks<\/b><span style=\"font-weight: 400;\">. The library is built on top of another library called <\/span><a href=\"https:\/\/datascientest.com\/en\/numpy-the-python-library-in-data-science\"><b>Numpy<\/b><\/a><span style=\"font-weight: 400;\">, which provides support for multidimensional arrays. Pandas is one of the most popular data processing packages and works well with <\/span><b>many other data science modules<\/b><span style=\"font-weight: 400;\"> in the Python ecosystem.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">The stats models package has functions that allow you to do more <\/span><b>advanced statistics<\/b><span style=\"font-weight: 400;\"> on data. If we are looking for data that is accessible on websites we can do <\/span><b>web scraping<\/b><span style=\"font-weight: 400;\"> with the Selenium library.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">To sum up, Python allows you to do a lot of different things and that&#8217;s why it&#8217;s one of the <\/span><b>most popular languages<\/b><span style=\"font-weight: 400;\"> in the data world today.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4a5d65 elementor-widget elementor-widget-spacer\" data-id=\"e4a5d65\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-72257c2 e-flex e-con-boxed e-con\" data-id=\"72257c2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-67fb529 elementor-widget elementor-widget-heading\" data-id=\"67fb529\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Low-code and No-code tools<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a5e985 elementor-widget elementor-widget-text-editor\" data-id=\"3a5e985\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Low\/no-code platforms provide a development environment used to create software applications through a graphical user interface.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Among these tools, <\/span><b>Bubble<\/b><span style=\"font-weight: 400;\"> makes it possible to program complex applications and websites without coding, while the <\/span><b>Microsoft Power Platform<\/b><span style=\"font-weight: 400;\"> range of software applications enables application development and application connectivity.<\/span><\/p><p><span style=\"font-weight: 400;\">One of the main advantages of <\/span><b>low\/no code tools<\/b><span style=\"font-weight: 400;\"> is that you save development time to get a working application that meets a need.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4aff77 elementor-widget elementor-widget-spacer\" data-id=\"e4aff77\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e39608 e-flex e-con-boxed e-con\" data-id=\"2e39608\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-617d2fb elementor-widget elementor-widget-heading\" data-id=\"617d2fb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Visualization Dashboards<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d72b9a elementor-widget elementor-widget-text-editor\" data-id=\"9d72b9a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">After several steps, we would like to create a <\/span><b>dashboard<\/b><span style=\"font-weight: 400;\"> for the whole team so that everyone can follow the analysis.<\/span><\/p><p><span style=\"font-weight: 400;\">With the recovered data we can display graphs that allow us to transmit relevant information to people who are not necessarily comfortable with code.<\/span><\/p><p><b>Power BI<\/b><span style=\"font-weight: 400;\"> is an interactive reporting platform. It can easily handle a wide variety of data types and <\/span><b>massive amounts of data<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">One can use PowerBI either to create reports, work with data, or simply visualize reports to make decisions.<\/span><\/p><p><b>Kibana is a data visualization extension<\/b><span style=\"font-weight: 400;\"> for Elasticsearch. It allows you to search and visualize data indexed in Elasticsearch.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">One of the hottest solutions right now is<\/span><b> Amazon QuickSight<\/b><span style=\"font-weight: 400;\">, which allows users to query data in natural language to generate visualizations in just seconds.<\/span><\/p><p><span style=\"font-weight: 400;\">So now you know more about the tools that data analysts use daily.<\/span><\/p><p><span style=\"font-weight: 400;\">And if you want to learn more about the <\/span><a href=\"https:\/\/datascientest.com\/en\/data-analyst-job-description\"><b>Data Analyst job<\/b><\/a><span style=\"font-weight: 400;\">, check out our training page!<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e59ce13 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"e59ce13\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/en\/data-analyst-course\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our Data Analyst training<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e2b29c0 e-flex e-con-boxed e-con\" data-id=\"e2b29c0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f9e8927 elementor-widget elementor-widget-html\" data-id=\"f9e8927\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Data sources and queries\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"To access the data, the data analyst can use different tools. 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He uses different computer tools and codes to extract data from various sources, analyzes this data by making sense of it, and presents these results often [&hellip;]<\/p>\n","protected":false},"author":63,"featured_media":167614,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What tools does a Data Analyst use on a daily basis?<\/title>\n<meta name=\"description\" content=\"What is the job of a data analyst? 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