• Tableau Public
    Tableau Public is a free tool that allows users to take their data and use it to quickly publish engaging visualizations on the web. They have an excellent resource area with lots of training videosĀ and sample data to get you started creating and publishing visualizations. You can also check out ACE’s own tutorials for help using Tableau with Edmonton’s Open Data.
    KNIME is an open source data analytics, reporting and integration platform. It has a host of built-in modules that allows users to clean, transform, and analyze data.
  • R
    R is an open source statistical language. R provides a a wide variety of statistical and graphical techniques. R’s functionality can be easily extended by open source packages that allow users to extract, manipulate, visualize and model data.
  • Python
    Python is an open source programming language, it features various libraries (numpy, pandas, scipy, etc.) that allow users to efficiently mine and analyse data. It also support scikit-learn, a popular machine learning library that features various advanced machine learning algorithm.