• Open Source Tools in Analytics

    March, 1 2024, Noor E Karishma Shaik


    We have had a continuing series on open source tools in our newsletter. In the past we have focussed on open source tools for a wide range of applications ranging from scientific computation and career development to commercialization. This post discusses several open-source tools in the domain of business intelligence and analytics. This is particularly relevant as a follow up to our previous article on commercialisation as these open source tools enable startups and small business to leverage these business insight and analytics tools to take their business to the next level with no need to reach for their wallets.

    Contributed by Adithya B, Editor at IEEE YP IMPACT Blog

    In the dynamic landscape of business and analytics, staying relevant and competitive is paramount. Regardless of whether you are just starting your career journey or are a seasoned professional, leveraging open-source tools can be the key to unlocking new opportunities and enhancing your skill set. Analytical tools are crucial as they provide data-driven insights that enable businesses to make informed decisions. Whether it’s identifying market opportunities, optimizing pricing strategies, or improving operational efficiency, data-driven decisions are more likely to lead to success.  Here are some of the best open-source tools for young professionals.


    Apache Superset 

    Apache Superset is a versatile open-source business intelligence tool that offers an intuitive way to visualise and analyse data. Beginners can easily understand the fundamentals because of its user-friendly design, while experts can explore advanced data exploration. Apache Superset offers a solid platform to enhance your analytical skills, whether you want to create interactive dashboards or perform ad-hoc data analysis.



    Metabase is an excellent choice for those looking to simplify the process of data exploration. With the help of this free business intelligence (BI) tool, you can easily share data-driven insights and build smart dashboards. It is particularly known for its user-friendly interface and accessibility, making it an ideal choice for both technical and non-technical users to interact with data and generate insights.



    Redash is another open-source tool designed to streamline data visualisation and collaboration. It provides connection to numerous data sources, making it a crucial tool for experts looking to work with a range of datasets. Learning Redash as a young professional can give you a great skill set that is highly sought after across sectors.



    KNIME Analytics Platform is a robust open-source tool that simplifies data analytics workflows. KNIME offers a drag-and-drop interface that allows users to create data analysis workflows visually. Users can connect various data processing and analysis nodes to create complex data pipelines with ease.


    SpagoBI is a comprehensive open-source business intelligence (BI) suite that encompasses reporting, dashboarding, and data mining capabilities. SpagoBI provides a modular architecture that enables customers to select the components that best meet their individual BI requirements. It may be adapted to a variety of use cases and industries because of its versatility.


    Tableau Public

    While Tableau itself is not open-source, Tableau Public offers a free version for creating and sharing interactive data visualizations. Tableau excels in data visualization, allowing users to create interactive and visually compelling charts, graphs, maps, and dashboards. Its drag-and-drop interface makes it accessible to both technical and non-technical users.


    Google Looker Studio

    Google Looker Studio is a free tool that enables professionals to create, share, and collaborate on data visualizations and reports. Its integration with other Google products makes it a valuable addition to your toolkit, particularly if you work with Google Sheets.


    Being ahead of the curve is crucial in the fast-paced world of analytics and business intelligence. Young professionals can develop their skill sets and establish themselves as significant contributors in an industry that is continually changing, by mastering these open-source tools.