{"id":12340,"date":"2024-09-19T19:13:42","date_gmt":"2024-09-19T13:43:42","guid":{"rendered":"http:\/\/ivyproschool.com\/blog\/?p=12340"},"modified":"2024-09-21T14:34:58","modified_gmt":"2024-09-21T09:04:58","slug":"data-scientist-vs-data-analyst","status":"publish","type":"post","link":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/","title":{"rendered":"Data Scientist vs. Data Analyst: What Are the Differences"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"12340\" class=\"elementor elementor-12340\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-f53012d elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"f53012d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6bb8ad1 jltma-glass-effect-no\" data-id=\"6bb8ad1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0bdddb1 jltma-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"0bdddb1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"608\" src=\"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics-1080x608.png\" class=\"attachment-large size-large wp-image-11264\" alt=\"Data Scientist vs. Data Analyst\" srcset=\"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics-1080x608.png 1080w, https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics-300x169.png 300w, https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics-150x84.png 150w, https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics-768x432.png 768w, https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics-1536x864.png 1536w, https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics.png 1920w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-a6201c0 elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"a6201c0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ecf196f jltma-glass-effect-no\" data-id=\"ecf196f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cdf5b86 jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"cdf5b86\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>Data scientist or data analyst? What are the differences between them? Which one should you choose?<\/p><p>Well, those are common questions asked by people aspiring to become data experts. And I don\u2019t blame them because these two fields are complementary and have several overlapping areas.<\/p><p>But at the same time, they have different roles, skill sets, and salaries that set them apart.<\/p><p>In this post, we will understand the difference between data scientists and data analysts. We will also see what skills they should have and what salary they earn.\u00a0<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-70fe185 elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"70fe185\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c9baee0 jltma-glass-effect-no\" data-id=\"c9baee0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ddde62a uael-heading-align-left jltma-glass-effect-no elementor-widget elementor-widget-ma-table-of-contents\" data-id=\"ddde62a\" data-element_type=\"widget\" data-widget_type=\"ma-table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jltma-toc-main-wrapper\" data-jltma-headings=\"h2,h4\">\n\t\t\t<div class=\"jltma-toc-wrapper\">\n\t\t\t\t<div class=\"jltma-toc-header\">\n\t\t\t\t\t<span class=\"jltma-toc-heading elementor-inline-editing\" data-elementor-setting-key=\"heading_title\" data-elementor-inline-editing-toolbar=\"basic\">Table of Contents<\/span>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"jltma-toc-toggle-content\">\n\t\t\t\t\t<div class=\"jltma-toc-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<ul data-toc-headings=\"headings\" class=\"jltma-toc-list jltma-toc-list-disc\" data-jltma-scroll=\"\"><\/ul>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"jltma-toc-empty-note\">\n\t\t\t\t\t<span>Add a header to begin generating the table of contents<\/span>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-a2dc28e elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"a2dc28e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f2ae5a3 jltma-glass-effect-no\" data-id=\"f2ae5a3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ffed19d jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"ffed19d\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<h2><b>Data Scientist vs. Data Analyst: What\u2019s the Main Difference<\/b><\/h2><p>These two fields have interconnected roles and are like two sides of the same coin. Data scientists ask the right questions, whereas data analysts find specific answers to those questions.\u00a0<\/p><p>The role of data scientists is exploratory. They look for hidden patterns and develop models that predict future events. Whereas the role of data analysts is more descriptive, as they focus more on providing a description of what has already happened by looking at historical data.<\/p><p>A data scientist\u2019s work involves predictive modeling, deep learning, artificial intelligence, and working with massive datasets. They often deal with uncertainty and try to uncover new patterns or relationships in data. On the other hand, data analysts analyze data and generate reports that support decision-making. Their skills revolve around data visualization, querying, and basic statistical analysis.<\/p><p>Both of them play a crucial part in helping businesses make data-driven decisions, but data scientists typically deal with more complexity and have a higher earning potential. We will see their salary in more detail, but let\u2019s first understand what skill sets they need.<\/p><p>Related: <a href=\"https:\/\/ivyproschool.com\/blog\/data-engineer-vs-data-scientist\/\">Data Engineer vs. Data Scientist<\/a><\/p><p>\u00a0<\/p><h2><b>Data Scientist vs. Data Analyst Skills<\/b><\/h2><p>Since they have different roles, they need different skill sets. Let\u2019s understand this in detail:<\/p><h3><b>Data Scientist<\/b><\/h3><p>A data scientist may have to work with complex datasets, build predictive models using ML or statistical methods, use programming to develop algorithms, evaluate models, and provide actionable insights to business stakeholders. Here are the skills they usually need:<\/p><ul><li>Data handling and dashboard creation with Adv. Excel<\/li><li>Firm grasp of SQL\/MySQL database systems<\/li><li>Programming languages like Python or R<\/li><li>Big data tools like Hadoop and Spark<\/li><li>Advanced statistical methods for decision-making<\/li><li>Machine learning\u00a0 and deep Learning\u00a0<\/li><li>Natural language processing and generative AI<\/li><li>Creative thinking and business understanding<\/li><\/ul><p>If you want to know more about topics you should study to become a data scientist, you can check out this <a href=\"https:\/\/ivyproschool.com\/blog\/data-science-course-syllabus\/\">data science syllabus<\/a>. It\u2019s followed by Ivy Professional School\u2019s IIT-certified Data Science Certification Course.\u00a0<\/p><p>Also, watch this video to understand the data science journey for freshers:<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-56b9f52 elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"56b9f52\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1864fcc jltma-glass-effect-no\" data-id=\"1864fcc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-59046ec elementor-aspect-ratio-169 jltma-glass-effect-no elementor-widget elementor-widget-video\" data-id=\"59046ec\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=Xx4CcAEUV2c&amp;t=139s&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;,&quot;aspect_ratio&quot;:&quot;169&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-fit-aspect-ratio elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-6d998dc elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"6d998dc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-70c3358 jltma-glass-effect-no\" data-id=\"70c3358\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f011a3f jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"f011a3f\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<h3><b>Data Analyst<\/b><\/h3><p>A data analyst\u2019s primary job is to analyze and visualize data to help businesses make informed decisions. They may collect and organize data, analyze it with statistical methods, identify trends, and generate reports and dashboards. Here are crucial skills they need:<\/p><ul><li aria-level=\"1\">Dashboarding and automation using Excel<\/li><li aria-level=\"1\">SQL queries and relational database management<\/li><li aria-level=\"1\">Data storage, retrieval, and application of ETL tools<\/li><li aria-level=\"1\">Python, predictive modeling, and statistical techniques<\/li><li aria-level=\"1\">Data visualization with Tableau and Power BI<\/li><li aria-level=\"1\">Ability to analyze data in real-time<\/li><li aria-level=\"1\">Ability to communicate the findings clearly<\/li><\/ul><p>You can watch this video to understand how data analysis is actually done to solve real-world problems. This is Mamta Mukherjee, an Ivy Pro student who has analyzed Netflix movies and TV shows using Excel to find valuable insights:<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-8fb0848 elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"8fb0848\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3984b0e jltma-glass-effect-no\" data-id=\"3984b0e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e8cada0 elementor-aspect-ratio-169 jltma-glass-effect-no elementor-widget elementor-widget-video\" data-id=\"e8cada0\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=2KA--eGsrio&amp;t=343s&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;,&quot;aspect_ratio&quot;:&quot;169&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-fit-aspect-ratio elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-542526a elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"542526a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6b8864b jltma-glass-effect-no\" data-id=\"6b8864b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aaee082 jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"aaee082\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<h2><b>Data Scientist vs. Data Analyst Salary<\/b><\/h2><p>Businesses need data to gather important insights, enhance business performance, and evolve in the market. So, both data scientists and data analysts are in high demand. But there is a difference in the salary they earn.<\/p><h3><b>Data Scientist<\/b><\/h3><p>The average <a href=\"https:\/\/www.glassdoor.co.in\/Salaries\/data-scientist-salary-SRCH_KO0,14.htm\">data scientist\u2019s salary<\/a> is \u20b912,00,000 per year in India. If you consider the cash bonus, commission, tips, etc., then the additional pay is \u20b91,80,000 per year, which makes the average total salary of a data scientist \u20b913,80,000 per year.<\/p><p>It\u2019s obvious experienced data scientists earn more salary. For instance, a senior data scientist with four years of experience may earn between \u20b917 lakhs to \u20b931 lakhs per year.<\/p><p>The salary also depends on the company size. Bigger and established companies often pay more. For example, the salary of a data scientist at IBM is \u20b98 lakhs to \u20b920 lakhs per year, whereas in Amazon, the salary can vary between \u20b99 lakhs to \u20b925 lakhs per year.<\/p><h3><b>Data Analyst<\/b><\/h3><p>The average annual <a href=\"https:\/\/www.glassdoor.co.in\/Salaries\/data-analyst-salary-SRCH_KO0,12.htm\">salary of a data analyst<\/a> in India is \u20b97,00,000. Considering the cash bonus, commission, and tips, the average total pay becomes \u20b98,00,000 per year.\u00a0<\/p><p>So, it\u2019s clear data scientists usually earn slightly more than data analysts. However, the salary depends on various factors like experience, company size, industry, location, etc. If you are a senior data analyst with four years of experience, your average annual salary could be between \u20b98 lakhs to \u20b917 lakhs per year.\u00a0<\/p><p>Also, there are companies like Accenture, Amazon, Cognizant Technology Solutions, Deloitte, Google, etc., who can pay you anything between \u20b94 lakhs to \u20b920 lakhs per year.\u00a0<\/p><p>But what about the future? Well, the global <a href=\"https:\/\/www.fortunebusinessinsights.com\/data-analytics-market-108882\">data analytics market<\/a> is projected to grow from $51.55 billion in 2023 to $279.31 billion by 2030, with a CAGR of 27.3%. So, you can expect increasing opportunities in the job market.<\/p><p>\u00a0<\/p><h2><b>Summing Up<\/b><\/h2><p>Now that you know the difference between data scientists and data analysts, you can make an informed decision about what you should become.\u00a0<\/p><p>As I said, both data scientists and data analysts are in great demand. So, if you want to land your career in any one of them, you should get a certification from a reputed institution like Ivy Professional School.<\/p><p>Ivy Pro is a top-ranking data science, analytics, and AI course provider in India with a legacy of 16+ years. The institute has several courses made in partnership with IIT Guwahati and IBM.\u00a0<\/p><p>Also, Ivy Pro has trained over 29,500 learners and has helped them get jobs in Amazon, Cognizant, Deloitte, Accenture, IBM, etc. Visit this <a href=\"https:\/\/ivyproschool.com\/?utm_source=organic&amp;utm_campaign=blog&amp;utm_term=%7bkeyword%7d\">page<\/a> to learn more about Ivy Pro\u2019s courses.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-0f71cce elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"0f71cce\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f477d1 jltma-glass-effect-no\" data-id=\"6f477d1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d8e494f elementor-widget-divider--view-line jltma-glass-effect-no elementor-widget elementor-widget-divider\" data-id=\"d8e494f\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-top-section elementor-element elementor-element-24723bf7 elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"24723bf7\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-183e5ab7 jltma-glass-effect-no\" data-id=\"183e5ab7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<section class=\"has_ma_el_bg_slider elementor-section elementor-inner-section elementor-element elementor-element-7fb6f24c elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"7fb6f24c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-29ad24ec jltma-glass-effect-no\" data-id=\"29ad24ec\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2504c8a9 jltma-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"2504c8a9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"415\" height=\"277\" src=\"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/09\/author2.png\" class=\"attachment-large size-large wp-image-12236\" alt=\"Prateek Agrawal\" srcset=\"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/09\/author2.png 415w, https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/09\/author2-300x200.png 300w, https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/09\/author2-150x100.png 150w\" sizes=\"auto, (max-width: 415px) 100vw, 415px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_ma_el_bg_slider elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-72330d57 jltma-glass-effect-no\" data-id=\"72330d57\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-46f9fb45 jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"46f9fb45\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>Prateek Agrawal is the founder and director of Ivy Professional School. He is ranked among the top 20 analytics and data science academicians in India. With over 16 years of experience in consulting and analytics, Prateek has advised more than 50 leading companies worldwide and taught over 7,000 students from top universities like IIT Kharagpur, IIM Kolkata, IIT Delhi, and others.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data scientist or data analyst? What are the differences between them? Which one should you choose? Well, those are common questions asked by people aspiring to become data experts. And I don\u2019t blame them because these two fields are complementary and have several overlapping areas. But at the same time, they have different roles, skill sets, and salaries that set them apart. In this post, we will understand the difference between data scientists and data analysts. We will also see what skills they should have and what salary they earn.\u00a0 Table of Contents Add a header to begin generating the table of contents Data Scientist vs. Data Analyst: What\u2019s the Main Difference These two fields have interconnected roles and are like two sides of the same coin. Data scientists ask the right questions, whereas data analysts find specific answers to those questions.\u00a0 The role of data scientists is exploratory. They look for hidden patterns and develop models that predict future events. Whereas the role of data analysts is more descriptive, as they focus more on providing a description of what has already happened by looking at historical data. A data scientist\u2019s work involves predictive modeling, deep learning, artificial intelligence, and [&hellip;]<\/p>\n","protected":false},"author":1001952,"featured_media":11264,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,881],"tags":[],"class_list":["post-12340","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analytics","category-data-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Scientist vs. Data Analyst: What Are the Differences<\/title>\n<meta name=\"description\" content=\"The main difference between data scientists and data analysts is that data scientists ask the right questions, whereas data analysts find specific answers to those questions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Scientist vs. Data Analyst: What Are the Differences\" \/>\n<meta property=\"og:description\" content=\"The main difference between data scientists and data analysts is that data scientists ask the right questions, whereas data analysts find specific answers to those questions.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/\" \/>\n<meta property=\"og:site_name\" content=\"R vs Python: Which Analytics Tool Should You Choose for Data Science?\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-19T13:43:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-21T09:04:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics.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=\"ivyproschool\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ivyproschool\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"ivyproschool\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/\"},\"author\":{\"name\":\"ivyproschool\",\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/#\\\/schema\\\/person\\\/41d954078401b7dd2b8381f438784324\"},\"headline\":\"Data Scientist vs. Data Analyst: What Are the Differences\",\"datePublished\":\"2024-09-19T13:43:42+00:00\",\"dateModified\":\"2024-09-21T09:04:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/\"},\"wordCount\":1091,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/science-vs-analytics.png\",\"articleSection\":[\"Data Analytics\",\"Data Science\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/\",\"url\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/\",\"name\":\"Data Scientist vs. Data Analyst: What Are the Differences\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/science-vs-analytics.png\",\"datePublished\":\"2024-09-19T13:43:42+00:00\",\"dateModified\":\"2024-09-21T09:04:58+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/#\\\/schema\\\/person\\\/41d954078401b7dd2b8381f438784324\"},\"description\":\"The main difference between data scientists and data analysts is that data scientists ask the right questions, whereas data analysts find specific answers to those questions.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/#primaryimage\",\"url\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/science-vs-analytics.png\",\"contentUrl\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/science-vs-analytics.png\",\"width\":1920,\"height\":1080,\"caption\":\"Difference between data scientists and data analysts\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/data-scientist-vs-data-analyst\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data Scientist vs. Data Analyst: What Are the Differences\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/\",\"name\":\"Ivy Professional School | Official Blog\",\"description\":\"Confused between R and Python for your data science journey? Discover the key differences in data visualization, handling capabilities, speed, and ease of learning.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/#\\\/schema\\\/person\\\/41d954078401b7dd2b8381f438784324\",\"name\":\"ivyproschool\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6944a4522c70a591ef0952a53f95271719e4e78c13bf581db6b67d55d14483c1?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6944a4522c70a591ef0952a53f95271719e4e78c13bf581db6b67d55d14483c1?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6944a4522c70a591ef0952a53f95271719e4e78c13bf581db6b67d55d14483c1?s=96&d=mm&r=g\",\"caption\":\"ivyproschool\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/ivyproschool\"],\"url\":\"https:\\\/\\\/ivyproschool.com\\\/blog\\\/author\\\/ivyproschool_admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Scientist vs. Data Analyst: What Are the Differences","description":"The main difference between data scientists and data analysts is that data scientists ask the right questions, whereas data analysts find specific answers to those questions.","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:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/","og_locale":"en_US","og_type":"article","og_title":"Data Scientist vs. Data Analyst: What Are the Differences","og_description":"The main difference between data scientists and data analysts is that data scientists ask the right questions, whereas data analysts find specific answers to those questions.","og_url":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/","og_site_name":"R vs Python: Which Analytics Tool Should You Choose for Data Science?","article_published_time":"2024-09-19T13:43:42+00:00","article_modified_time":"2024-09-21T09:04:58+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics.png","type":"image\/png"}],"author":"ivyproschool","twitter_card":"summary_large_image","twitter_creator":"@ivyproschool","twitter_misc":{"Written by":"ivyproschool","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/#article","isPartOf":{"@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/"},"author":{"name":"ivyproschool","@id":"https:\/\/ivyproschool.com\/blog\/#\/schema\/person\/41d954078401b7dd2b8381f438784324"},"headline":"Data Scientist vs. Data Analyst: What Are the Differences","datePublished":"2024-09-19T13:43:42+00:00","dateModified":"2024-09-21T09:04:58+00:00","mainEntityOfPage":{"@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/"},"wordCount":1091,"commentCount":0,"image":{"@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/#primaryimage"},"thumbnailUrl":"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics.png","articleSection":["Data Analytics","Data Science"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/","url":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/","name":"Data Scientist vs. Data Analyst: What Are the Differences","isPartOf":{"@id":"https:\/\/ivyproschool.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/#primaryimage"},"image":{"@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/#primaryimage"},"thumbnailUrl":"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics.png","datePublished":"2024-09-19T13:43:42+00:00","dateModified":"2024-09-21T09:04:58+00:00","author":{"@id":"https:\/\/ivyproschool.com\/blog\/#\/schema\/person\/41d954078401b7dd2b8381f438784324"},"description":"The main difference between data scientists and data analysts is that data scientists ask the right questions, whereas data analysts find specific answers to those questions.","breadcrumb":{"@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/#primaryimage","url":"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics.png","contentUrl":"https:\/\/ivyproschool.com\/blog\/wp-content\/uploads\/2022\/10\/science-vs-analytics.png","width":1920,"height":1080,"caption":"Difference between data scientists and data analysts"},{"@type":"BreadcrumbList","@id":"https:\/\/ivyproschool.com\/blog\/data-scientist-vs-data-analyst\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ivyproschool.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Data Scientist vs. Data Analyst: What Are the Differences"}]},{"@type":"WebSite","@id":"https:\/\/ivyproschool.com\/blog\/#website","url":"https:\/\/ivyproschool.com\/blog\/","name":"Ivy Professional School | Official Blog","description":"Confused between R and Python for your data science journey? Discover the key differences in data visualization, handling capabilities, speed, and ease of learning.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ivyproschool.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/ivyproschool.com\/blog\/#\/schema\/person\/41d954078401b7dd2b8381f438784324","name":"ivyproschool","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/6944a4522c70a591ef0952a53f95271719e4e78c13bf581db6b67d55d14483c1?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/6944a4522c70a591ef0952a53f95271719e4e78c13bf581db6b67d55d14483c1?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/6944a4522c70a591ef0952a53f95271719e4e78c13bf581db6b67d55d14483c1?s=96&d=mm&r=g","caption":"ivyproschool"},"sameAs":["https:\/\/x.com\/ivyproschool"],"url":"https:\/\/ivyproschool.com\/blog\/author\/ivyproschool_admin\/"}]}},"_links":{"self":[{"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/posts\/12340","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/users\/1001952"}],"replies":[{"embeddable":true,"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/comments?post=12340"}],"version-history":[{"count":13,"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/posts\/12340\/revisions"}],"predecessor-version":[{"id":12366,"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/posts\/12340\/revisions\/12366"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/media\/11264"}],"wp:attachment":[{"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/media?parent=12340"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/categories?post=12340"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ivyproschool.com\/blog\/wp-json\/wp\/v2\/tags?post=12340"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}