{"id":47190,"date":"2025-11-03T05:21:26","date_gmt":"2025-11-03T05:21:26","guid":{"rendered":"https:\/\/zamstudios.com\/blogs\/?p=47190"},"modified":"2025-11-03T05:21:28","modified_gmt":"2025-11-03T05:21:28","slug":"how-to-do-data-analytics","status":"publish","type":"post","link":"https:\/\/zamstudios.com\/blogs\/how-to-do-data-analytics\/","title":{"rendered":"How to do data analytics?"},"content":{"rendered":"<p>Here&#8217;s a step-by-step tutorial on how to do data analytics, even if you&#8217;re a starter:<\/p>\n<p>\u2705 Step-by-Step: How to Do Data Analytics<br \/>1. Define the Problem or Goal<br \/>Ask:<\/p>\n<p>What decision do I want to make?<\/p>\n<p>What do I want to know or optimize?<\/p>\n<p>Example: Why are product sales decreasing in Q2?<\/p>\n<p>2. Get the Data<br \/>Get data from sources such as:<\/p>\n<p>Please visit our website:- <a href=\"https:\/\/www.sevenmentor.com\/data-analytics-courses-in-pune.php\">Data Analytics Classes in Pune <\/a><\/p>\n<p>Spreadsheets (Excel, Google Sheets)<\/p>\n<p>Databases (SQL, MongoDB)<\/p>\n<p>APIs, Web scraping<\/p>\n<p>Business tools (CRM, Google Analytics)<\/p>\n<p>Example: Download customer feedback and monthly sales data.<\/p>\n<p>3. Clean and Prepare the Data<br \/>Correct issues such as:<\/p>\n<p>Missing values<\/p>\n<p>Unstandardized formats<\/p>\n<p>Duplicate records<\/p>\n<p>Tools: Excel, Python (Pandas), R, Power Query<\/p>\n<p>Example: Remove blank cells and standardize date formats.<\/p>\n<p>Get to know the data by examining:<\/p>\n<p>Summary statistics (mode, median, mean)<\/p>\n<p>Trends and distributions<\/p>\n<p>Correlations and outliers<\/p>\n<p>Tools: Excel, Python (Matplotlib, Seaborn), Power BI, Tableau<\/p>\n<p>\u00a0<\/p>\n<p>5. Analyze the Data<br \/>Use:<\/p>\n<p>Descriptive analytics to know what occurred<\/p>\n<p>Diagnostic analytics to discover why<\/p>\n<p>Predictive analytics to predict<\/p>\n<p>Prescriptive analytics to suggest actions<br \/>Techniques: A\/B testing, regression, clustering, trend analysis<br \/>Tools: Excel, Python, R, SQL, SPSS, SAS<\/p>\n<p>Example: Perform a regression model to determine what drives sales.<\/p>\n<p>Please visit our website:- <a href=\"https:\/\/www.sevenmentor.com\/data-analytics-courses-in-pune.php\">Data Analytics Course in Pune<\/a><\/p>\n<p>6. Visualize the Results<br \/>Develop charts, dashboards, or reports to convey findings elegantly.<\/p>\n<p>\u00a0<\/p>\n<p>Example: A bar chart comparing quarterly sales by region.<\/p>\n<p>7. Interpret &amp; Act<br \/>What story does the data tell?<\/p>\n<p>What action should be taken?<\/p>\n<p>How will results be measured?<\/p>\n<p>Example: Recommend increasing ad spend in regions with high potential.<\/p>\n<p>Tools You Can Use<br \/>Excel\/Google Sheets \u2013 good for beginners<\/p>\n<p>SQL \u2013 for querying databases<\/p>\n<p>Python or R \u2013 for advanced analysis<\/p>\n<p>Power BI \/ Tableau \u2013 for dashboards and visuals<\/p>\n<p>Tip:<br \/>Start small! Practice with simple data (e.g., personal budget, survey responses) before tackling business or large data projects.<\/p>\n<p>Would you like a beginner&#8217;s roadmap, cheat sheet, or tutorial to get hands-on with your first project?<\/p>\n<p>Please visit our website:- <a href=\"https:\/\/www.iteducationcentre.com\/data-analytics-courses-in-pune.php\">Data Analytics Training in Pune<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>There are a number of cogent reasons why data analytics courses are an invaluable part of career growth in the modern employment market<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[709],"tags":[3208],"class_list":["post-47190","post","type-post","status-publish","format-standard","hentry","category-education","tag-data-analytics"],"_links":{"self":[{"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/posts\/47190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/comments?post=47190"}],"version-history":[{"count":1,"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/posts\/47190\/revisions"}],"predecessor-version":[{"id":47192,"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/posts\/47190\/revisions\/47192"}],"wp:attachment":[{"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/media?parent=47190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/categories?post=47190"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/zamstudios.com\/blogs\/wp-json\/wp\/v2\/tags?post=47190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}