LibGuides: Statistics and Data Science: Tools

Tools

"OpenRefine is a powerful free, open-source tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data."
UTL Open Refine learning resources

This tool has a free and paid version. The free version is good, though not as powerful as Tableau.
Looker Studio how-to guide

"Power BI is a business analytics solution that lets you visualize your data and share insights across your organization, or embed them in your app or website. Connect to hundreds of data sources and bring your data to life with live dashboards and reports."
Access to this tool is provided through UT Austin. You can use your Microsoft 365 UT account to login into BI. You can find out more information about this access here.

Data Science Toolkit
"The data science toolkit is an open-source collection of proven ML and AI implementation accelerators. Accelerators enable the automation of commonly repeated development processes to allow data science practitioners focus on delivering complex business value and spend less time on basic setup."
Visualising Data: Data Visualization Tools
A data visualization reference resource. Specifically linking to the resources page, "a collection of some of the many data visualisation (and related) tools, applications, toolkits, libraries, platforms, and packages."
The Data Visualization Catalogue
"The Data Visualisation Catalogue is a project developed by Severino Ribecca to create a (non-code-based) library of different information visualisation types. The website serves as a learning and inspiration resource for those working with data visualisation."