If you found a tool on this list that you didn’t know about, why not research more? Play around with the open-source data analysis tools (they’re free, after all!) and read up on the rest.At the very least, it helps to know which data analytics tools organizations are using. To learn more about the field, start our .For more industry insights, check out the following: Data analysis tools FAQWhat are data analytics tools?Data analytics tools are software and apps that help data analysts collect, clean, analyze, and visualize data. These tools are used to extract insights from data that can be used to make informed business decisions.What is the most used tool by data analysts?Microsoft Excel continues to be the most widely used tool by data analysts for data wrangling and reporting. Big reasons are that it provides a user-friendly interface for data manipulation, calculations, and data viz.Is SQL a data analysis tool?Yes. SQL is a specialized programming language for managing and querying data in relational databases. Data analysts use SQL to extract and analyze data from databases, which can then be used to generate insights and reports.Which tool is best to analyse data?It depends on what you want to do with the data and the context. Some of the most popular and versatile tools are included in this article, namely Python, SQL, MS Excel, and Tableau.What You Should Do Now Get a hands-on introduction to data analytics and carry out your first analysis with our . Take part in one of our FREE with industry experts, and from school teacher to data analyst. Become a in just 4-8 months—complete with a . 💫This month, save up to 20% on our career change programs with our tuition reduction offer. and invest in your future today! This article is part of:Data Analytics Writer for The CareerFoundry BlogWill is a freelance copywriter and project manager with over 15 years' experience helping firms communicate all things tech- and education-related. His words have been published in print and online, including in the Daily Telegraph, TES, and across other education sector media. He's also known for his ability to complete a Rubik's Cube in under five seconds, but it has to be seen to be believed. Related Data Analytics Articles Data Analytics December 18, 2024 - 9 minutes read Data Analytics May 15, 2024 - 16 minutes read Data Analytics March 21, 2024 - 7 minutes read What is CareerFoundry?CareerFoundry is an online school for people looking to switch to a rewarding career in tech. Select a program, get paired with an expert mentor and tutor, and become a job-ready designer, developer, or analyst from scratch, or your money back. , Data analysis tools are primarily used for: Data cleaning and preparation: Data analysts use specialist tools to help identify and fix errors within datasets, standardize data formats, and prepare data for analysis. Statistical analysis: Performing calculations such as averages, trends, and correlations to uncover patterns and insights., Despite the rise of more flexible and powerful tools, Excel is still the go-to tool for many day-to-day data analysis tasks. Excel combines powerful capabilities with a user-friendly interface, making it perfect for mature data analysts and less technical users. It’s also a great tool thanks to its smooth integration with the Microsoft BI .