{"id":1760,"date":"2022-10-10T12:12:06","date_gmt":"2022-10-10T12:12:06","guid":{"rendered":"https:\/\/pickl.ai\/blog\/?p=1760"},"modified":"2025-05-21T15:38:27","modified_gmt":"2025-05-21T10:08:27","slug":"top-15-data-analytics-tools-for-data-analysts","status":"publish","type":"post","link":"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/","title":{"rendered":"Top 15 Data Analytics Tools for Data Analysts 2024"},"content":{"rendered":"<p><b>Summary:<\/b><span style=\"font-weight: 400;\"> Navigating the vast world of Data Analysis tools can be tricky. This blog explores the top 15 options for Data Analysts in 2024, ranging from user-friendly spreadsheets like Excel to powerful programming languages like Python. We unveil the strengths of each tool, helping you choose the one that best suits your data expertise and project requirements.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#Data_Analytics_Tools\" >Data Analytics Tools\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#What_are_Data_Analytics_Tools_Used_For\" >What are Data Analytics Tools Used For?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#Top_Data_Analysis_Tools\" >Top Data Analysis Tools\u00a0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#1_R_Programming\" >1. R Programming\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#2_Python\" >2. Python\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#4_Apache_Spark\" >4. Apache Spark\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#5_Microsoft_Excel\" >5. Microsoft Excel\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#6_Tableau\" >6. Tableau\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#7_RapidMiner\" >7. RapidMiner\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#8_Power_BI\" >8. Power BI\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#9_KNIME\" >9. KNIME\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#10_QlikView\" >10. QlikView\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#11_Talend\" >11. Talend<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#12_Splunk\" >12. Splunk\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#13_IBM_Cognos\" >13. IBM Cognos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#14_Looker\" >14. Looker\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#15_Jupyter_Notebook\" >15. Jupyter Notebook\u00a0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#Summing_up\" >Summing up<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#Frequently_Asked_Questions\" >Frequently Asked Questions<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#What_Is_the_Difference_Between_Excel_and_Power_BI_for_Data_Analysis\" >What Is the Difference Between Excel and Power BI for Data Analysis?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#When_Should_I_Consider_Using_Python_for_Data_Analysis\" >When Should I Consider Using Python for Data Analysis?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.pickl.ai\/blog\/top-15-data-analytics-tools-for-data-analysts\/#How_Does_Tableau_Compare_to_Power_BI_for_Data_Visualization\" >How Does Tableau Compare to Power BI for Data Visualization?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 id=\"data-analytics-tools\"><span class=\"ez-toc-section\" id=\"Data_Analytics_Tools\"><\/span><b>Data Analytics Tools\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Data Analytics is driving businesses in the 21st century. Organisations deploy Data Analysts who are able to manage and deal with large volumes of data efficiently.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But how do <\/span><a href=\"https:\/\/pickl.ai\/blog\/data-classification-overview-types-and-examples\/\"><span style=\"font-weight: 400;\">Data Analysts<\/span><\/a><span style=\"font-weight: 400;\"> deal with and manage data appropriately? For the purpose of managing, sorting, and organizing data, Data Analysts make use of different Data Analytics tools to gather insights. This article includes detailed information on the tools used by Data Analysts to conduct <\/span><a href=\"https:\/\/pickl.ai\/blog\/exploratory-data-analysis-through-visualization\/\"><span style=\"font-weight: 400;\">Data Analysis<\/span><\/a><span style=\"font-weight: 400;\"> in the industries.\u00a0\u00a0<\/span><\/p>\n<h2 id=\"what-are-data-analytics-tools-used-for\"><span class=\"ez-toc-section\" id=\"What_are_Data_Analytics_Tools_Used_For\"><\/span><b>What are Data Analytics Tools Used For?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"radius-5 alignnone wp-image-11734 size-full\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools.jpg\" alt=\"What are Data Analytics Tools Used For?\" width=\"1000\" height=\"333\" srcset=\"https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools.jpg 1000w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-300x100.jpg 300w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-768x256.jpg 768w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-110x37.jpg 110w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-200x67.jpg 200w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-380x127.jpg 380w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-255x85.jpg 255w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-550x183.jpg 550w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-800x266.jpg 800w, https:\/\/www.pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/Top-15-Data-Analytics-Tools-150x50.jpg 150w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Data professionals and analysts make use of various tools and software that help in conducting Data Analysis at the highest possible levels.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Using Data Analytics tools, the best results can be gained for conducting different tasks including visualising and reporting data, preparing data, executing algorithms, and automating processes. The Data Analytics tools are required for conducting these tasks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">These tools help in removing business obstacles that are a hindrance to increasing revenue and effective customer experiences. This is done with the help of customer insights.\u00a0<\/span><\/p>\n<h2 id=\"top-data-analysis-tools\"><span class=\"ez-toc-section\" id=\"Top_Data_Analysis_Tools\"><\/span><b>Top Data Analysis Tools\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Whether you require the user-friendly interface of a spreadsheet or the robust capabilities of a programming language, this breakdown will equip you with the knowledge to confidently select the perfect instrument for your Data Analysis needs.<\/span><\/p>\n<h3 id=\"1-r-programming\"><span class=\"ez-toc-section\" id=\"1_R_Programming\"><\/span><b>1. R Programming\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">R is one of the best tools for Data Analytics. This tool is to be able to conduct activities like data mining, modelling, and complex statistical computing. This serves as the primary aim of the tool.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This Data Analytics tool is a free Big Data Analytics tool that you can use as a Data Science expert.<\/span><a href=\"https:\/\/www.r-project.org\/about.html\"> <span style=\"font-weight: 400;\">R programming<\/span><\/a><span style=\"font-weight: 400;\"> can also be used for performing statistical analysis with the help of software and application development. The key features are mentioned below:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is an open-source software adjusted and adapted based on the requirement of the project and the users\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Makes data presentation and visualization easier\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Used for complex statistical calculations\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">R contains packages that help in connecting with databases like Open Database Connectivity Protocol\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">R can be used in different operating systems because it is machine-independent and can perform cross-platform operations\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"2-python\"><span class=\"ez-toc-section\" id=\"2_Python\"><\/span><b>2. Python\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">One of the easiest programming languages to learn in the IT industry is Python. It is a high-level language that supports both structured as well as object-oriented programming. The key features of<\/span><a href=\"https:\/\/www.python.org\/\"> <span style=\"font-weight: 400;\">Python<\/span><\/a><span style=\"font-weight: 400;\"> include the following:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Parallel data processing is conducted by Python libraries\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The use of libraries like BeautifulSoup and Scarpy are used for data extraction in a readily usable format which is not found usually.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data visualization is possible using python libraries like Matpotlib and Seaborn which makes dataset analysis easier. It helps in presenting data in the form of bar graphs, pie charts, etc.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Python helps in computing complex mathematical problems in the most incredible manner. It is henceforth, the go-to tool for enthusiasts in Machine Learning.\u00a0<\/span><\/li>\n<\/ul>\n<ol start=\"3\">\n<li><b> SAS<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Statistical Analysis System<\/span><a href=\"https:\/\/www.sas.com\/en_us\/home.geo.html\"><span style=\"font-weight: 400;\"> (SAS)<\/span><\/a><span style=\"font-weight: 400;\"> is applied in resolving problems in Machine Learning, Data Science, and Business Intelligence. It also has ad-hoc reporting and creates easy and insightful analysis. Some of the important features of the tool can be seen as follows:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has an interactive dashboard, supports data visualization and exploration<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This BI tool is an iOS and Android-supported app. It helps businesses to monitor their operations from any part of the world at any given time.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SAS can be accessed using Microsoft Office. This helps the analysts in creating and distributing reports quite accurately.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This BI tool can predict behaviour as well as manage and optimize communications effectively.\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"4-apache-spark\"><span class=\"ez-toc-section\" id=\"4_Apache_Spark\"><\/span><b>4. Apache Spark\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">One of the most popular Big Data Analytics tools is<\/span><a href=\"https:\/\/spark.apache.org\/\"> <span style=\"font-weight: 400;\">Apache Spark<\/span><\/a><span style=\"font-weight: 400;\"> which was developed at the University of California. This tool is a large-scale data processing engine that helps in the execution of applications in Hadoop. Apache Spark has features like processing speed faster than Hadoop. Its key features are as follows:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is able to handle SQL queries and Machine Learning by loading basic data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This tool ensures a combination of different libraries and types of processing.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Apache Spark has the ability to gather data from storage systems.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Spark is a Data Analytics tool that has an incredible range of functionality like libraries for SQL and structured data.<\/span><\/li>\n<\/ul>\n<h3 id=\"5-microsoft-excel\"><span class=\"ez-toc-section\" id=\"5_Microsoft_Excel\"><\/span><b>5. Microsoft Excel\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/pickl.ai\/blog\/vba-in-excel\/\"><span style=\"font-weight: 400;\">MS Excel<\/span><\/a><span style=\"font-weight: 400;\"> often overlooked as a serious Data Analysis tool, holds immense power for data wrangling and exploration. Its user-friendly interface and intuitive features make it a great starting point for beginners.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Powerful formulas and functions help you perform complex calculations and statistical analysis. For data visualization, Excel offers a wide range of charts and graphs, enabling you to translate your data into clear and compelling visuals. Here are some of its key features:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Excel is a basic requirement even for experts who make use of advanced Data Analytics tools\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">MS Excel helps in filtering complex data with the use of pivot tables. It helps in gathering data specifically with the help of client requirements.\u00a0\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Capabilities\u2019 modelling becomes easier because of Excel\u2019s advanced analytics options.\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"6-tableau\"><span class=\"ez-toc-section\" id=\"6_Tableau\"><\/span><b>6. Tableau\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/pickl.ai\/blog\/benefits-of-learning-tableau-for-data-analysts\/\"><span style=\"font-weight: 400;\">Tableau<\/span><\/a><span style=\"font-weight: 400;\"> is the leader in Business Intelligence tools in the market.\u00a0 It helps in analysis and data visualization much easier and allows analysts to work on live datasets without much time. The basis of using this tool<\/span><a href=\"https:\/\/www.tableau.com\/\"> <span style=\"font-weight: 400;\">Tableau<\/span><\/a><span style=\"font-weight: 400;\"> is the core language of the tool which is \u201cVizQL\u201d.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">VisQL helps in minimizing the optimization of end-user performances. This is because it translates the dashboard and visualization components into end queries. There are certain beneficial features of Tableau which are as follows:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has an intelligent dashboard\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tableau is highly user-friendly\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has unrestricted data explorations\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Supports automated updates<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prompt analytics processes and outcomes\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tableau Public is one of the free data analytic tools\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"7-rapidminer\"><span class=\"ez-toc-section\" id=\"7_RapidMiner\"><\/span><b>7. RapidMiner\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">RapidMiner is a Data Analytics platform allowing users to be able to process data. This tool helps in integrating, cleaning, and transforming data even before a predictive analysis.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It is one of the most common platforms that is used by Data Analysts to facilitate data for Machine Learning, Model Operations, and Data Preparation.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In the marketplace of RapidMiner, numerous third-party plugins are also available. There are certain benefits of RapidMiner which includes:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It ensures transparency\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This tool is an end-to-end platform\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has an easy-to-use graphic interface<\/span><\/li>\n<\/ul>\n<h3 id=\"8-power-bi\"><span class=\"ez-toc-section\" id=\"8_Power_BI\"><\/span><b>8. Power BI\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Microsoft offers the Data Analytics tool of<\/span><a href=\"https:\/\/pickl.ai\/blog\/power-bi-tutorial\/\"> <span style=\"font-weight: 400;\">Power BI<\/span><\/a><span style=\"font-weight: 400;\"> in the market. The tool is used for creating data visualizations that use incredible features to make the data interactive.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Power BI uses multiple sources to facilitate the distribution of data combining dashboards and reports into one single platform. This makes this Data Analytics tool an efficient BI platform. Using Power BI has certain benefits which includes:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It allows easy analysis of data\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has effective data connectivity\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Across various Microsoft Office Platforms, Power BI ensures Data Protection\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Allows easy integration of data.\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"9-knime\"><span class=\"ez-toc-section\" id=\"9_KNIME\"><\/span><b>9. KNIME\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">KNIME stands for Konstanz Information Miner which is a no=code-based ETL and Data Analytics tool. Users can make use of this tool to design and execute Machine Learning or operation-based research experiments for improved speed.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With the help of a GUI-based workflow pattern, KNIME is able to provide support for reporting and integration of Data Analytics.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The programming requirements of KNIME are quite minimal. Accordingly, it is able to work with libraries of Machine Learning and data mining. Professionals who do not have programming language experience can make use of this tool. Key features of this tool:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">No prior knowledge of programming and experience is required for using KNIME<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is an end-to-end modeling\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">KNIME provides a user-friendly graphical interface.\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"10-qlikview\"><span class=\"ez-toc-section\" id=\"10_QlikView\"><\/span><b>10. QlikView\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">QlikView is a self-serve platform for Business Intelligence. This tool enhances the business value using data exploration. It also allows discovery with the help of both technical and non-technical users. It supports both cloud as well as the on-premises deployment.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This tool for Data Analytics is able to convert raw data into a knowledge base. It can do so through data integration, conversational analytics, data literacy, and through many other ways. QlikView helps in facilitating the prompt integration of data from multiple sources. The key benefits of using QlikView are as follows:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It promotes insight-driven actions\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ensures easy analysis \u2018<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ensures faster ROI due to shorter period of time\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">There are dynamic dashboards\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">QlikView is a simple-to-use platform\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has effective mobility and scalability<\/span><\/li>\n<\/ul>\n<h3 id=\"11-talend\"><span class=\"ez-toc-section\" id=\"11_Talend\"><\/span><b>11. Talend<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Talend is an ETL tool that aims for data integration. It is one of the most impactful ETL tools. This tool aims at providing data management solutions along with solutions for data preparation, data quality, data integration, and Big Data.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This Data Analytics tool provides services that help in enterprise application integration. Here are some beneficial features of Talend:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is a single platform\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The tool has accelerated development and deployment<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Talend is sustainable as well as future proof\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has reduced development cost\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"12-splunk\"><span class=\"ez-toc-section\" id=\"12_Splunk\"><\/span><b>12. Splunk\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The tool for Data Analytics that works on machine-generated data is the software platform Splunk. It gathers data from various sources including websites and devices, helping users to search, analyse and visualize data.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The key aspect of Splunk is that the data input can be in any format and from any source. Splunk is able to offer real-time insights from machine-generated data. The beneficial features of using the<\/span><a href=\"https:\/\/www.splunk.com\/\"> <span style=\"font-weight: 400;\">Splunk platform<\/span><\/a><span style=\"font-weight: 400;\"> are as follows:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has enterprise-grade capabilities<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Splunk provides real-time insights\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The tool is a single platform\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This tool has ease of deployment\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is highly user friendly\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"13-ibm-cognos\"><span class=\"ez-toc-section\" id=\"13_IBM_Cognos\"><\/span><b>13. IBM Cognos<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Another BI platform is IBM Cognos which includes in-built tools for Artificial Intelligence (AI). this tool presents data in the most simplified and easy-to-read language. IBM Cognos has some full-fledged capabilities of automation.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This ensures data preparation, cleansing, and aggregation of data sources.<\/span><a href=\"https:\/\/www.ibm.com\/in-en\/products\/cognos-analytics\"> <span style=\"font-weight: 400;\">IBM Cognos<\/span><\/a><span style=\"font-weight: 400;\"> has the ability for quick data integration and data experimenting for analysis.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">IBM Cognos is a powerful web-based business intelligence tool. You can make use of this tool for data mining, monitoring, scorecarding, etc. The features of IBM Cognos have benefits like:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Unrestricted communication with third-party technologies\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Provides data security\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ensures self-service functionalities\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Provides a single access point for all functions\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"14-looker\"><span class=\"ez-toc-section\" id=\"14_Looker\"><\/span><b>14. Looker\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Looker is a part of the Google Cloud Platform. It is one of the budding tools for data visualization and analytics.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Anyone in an organization can make use of Looker to create reports and dashboards. They can do so by having access to unified data sources. This has enabled Looker to gain huge popularity.<\/span><a href=\"https:\/\/www.looker.com\/\"><span style=\"font-weight: 400;\"> Looker<\/span><\/a><span style=\"font-weight: 400;\"> is also highly compatible with almost all transactional databases. The benefits of Looker are:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has multi-cloud capabilities\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is available for tech and non-tech users\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">To support end-to-end customized applications\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Looker is an entirely web-based platform\u00a0<\/span><\/li>\n<\/ul>\n<h3 id=\"15-jupyter-notebook\"><span class=\"ez-toc-section\" id=\"15_Jupyter_Notebook\"><\/span><b>15. Jupyter Notebook\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/pickl.ai\/blog\/explaining-jupyter-notebook-in-python\/\"><span style=\"font-weight: 400;\">Jupyter Notebook<\/span><\/a><span style=\"font-weight: 400;\"> is a free Data Analytics tool and an open-source platform. It is a web-based application helping users to create and share different types of documents. It runs on a browser and a desktop.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Data Scientists love using the Jupyter Notebook because it supports all kinds of data. This involves data cleaning, visualization, deep learning, machine learning, and exploring. The benefits of using<\/span><a href=\"https:\/\/jupyter.org\/\"> <span style=\"font-weight: 400;\">Jupyter Notebook<\/span><\/a><span style=\"font-weight: 400;\"> are as follows:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It has a user-friendly interface and an interactive environment\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It supports easy integration with multiple platforms\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jupyter Notebook is highly flexible in terms of use\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This tool allows prompt data processing\u00a0<\/span><\/li>\n<\/ul>\n<h2 id=\"summing-up\"><span class=\"ez-toc-section\" id=\"Summing_up\"><\/span><b>Summing up<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Explaining all the top Data Analytics tools above, the blog comes to an end here. Aspirants willing to pursue Data Science as a career option might want to take up Data Science Course Online.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pickl.AI offers one of the best online courses for<\/span><span style=\"font-weight: 400;\"> Data Science programs from beginners\u2019<\/span><span style=\"font-weight: 400;\"> level to professional level courses. If you want to become an expert in the industry, using these Data Analytics tools would help you land a job in the market.<\/span><\/p>\n<h2 id=\"frequently-asked-questions\"><span class=\"ez-toc-section\" id=\"Frequently_Asked_Questions\"><\/span><b>Frequently Asked Questions<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"what-is-the-difference-between-excel-and-power-bi-for-data-analysis\"><span class=\"ez-toc-section\" id=\"What_Is_the_Difference_Between_Excel_and_Power_BI_for_Data_Analysis\"><\/span><b>What Is the Difference Between Excel and Power BI for Data Analysis?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Excel is a great all-rounder for basic data manipulation and visualization. However, Power BI shines for large datasets and complex analysis. It offers advanced features for creating interactive dashboards and sharing insights with your team.<\/span><\/p>\n<h3 id=\"when-should-i-consider-using-python-for-data-analysis\"><span class=\"ez-toc-section\" id=\"When_Should_I_Consider_Using_Python_for_Data_Analysis\"><\/span><b>When Should I Consider Using Python for Data Analysis?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">If you need to go beyond basic data cleaning and analysis or want to automate tasks, Python is your friend. It&#8217;s a powerful programming language with extensive Data Science libraries like NumPy and Pandas, allowing you to tackle intricate problems and build custom Data Analysis solutions.<\/span><\/p>\n<h3 id=\"how-does-tableau-compare-to-power-bi-for-data-visualization\"><span class=\"ez-toc-section\" id=\"How_Does_Tableau_Compare_to_Power_BI_for_Data_Visualization\"><\/span><b>How Does Tableau Compare to Power BI for Data Visualization?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Both are leaders in data visualization, but with slight differences. Tableau excels in rapid visual exploration and caters to a more creative user experience. Power BI integrates seamlessly with Microsoft products and offers a strong focus on business intelligence dashboards. The best choice depends on your specific needs and preferences.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"Data Analysis woes? Conquer them! Top 15 Data Analysis Tools for 2024 revealed.\n","protected":false},"author":9,"featured_media":11733,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[292],"tags":[199,202,198,201,207,203,200,204,206,205],"ppma_author":[2170,2183],"class_list":{"0":"post-1760","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-analysts","8":"tag-data-analytics-tools","9":"tag-faqs-data-analytics-tools","10":"tag-top-15-data-analytics-tools-for-data-analysts","11":"tag-top-data-analysis-tools","12":"tag-what-are-good-tools-for-big-data-analytics","13":"tag-what-are-some-of-the-best-data-analysis-tools","14":"tag-what-is-data-analytics-tools-used-for","15":"tag-which-is-the-best-data-analytics-software","16":"tag-which-is-the-best-data-analytics-tool-for-a-beginner","17":"tag-which-is-the-most-widely-used-tool-for-data-analysis"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Top 15 Data Analytics Tools for Data Analysts 2022- Pickl.AI<\/title>\n<meta name=\"description\" content=\"Top 15 Data Analytics Tools for 2024: Feeling overwhelmed by the options? 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