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Data Science & Computation

Units, Dates and Uncertainty

Mathematica 12: Units, Dates and Uncertainty

Version 12 continues expanding the support for real-world measurements in the system, something fundamental in science, engineering and many other areas of knowledge. New additions include better coverage of quantity variables and physical constants, extended ways of referring to calendar units of time and new functions to describe uncertainty in values and its propagation through computations. As the Wolfram Language expands into new domains of knowledge, seamless integration of these basic elements becomes essential, and combined with the power of the rest of the system, makes the Wolfram Language a very powerful tool to describe, measure and analyze the world around you.

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Mathematica 12: Units, Dates and Uncertainty

Probability and Statistics

Mathematica 12: Probability and Statistics

The newest additions and improvements to probability and statistics functionality focus on data located in space and time. The new spatial analysis functions allow you to find the central location or central data element, depending on the distance function specific to the data type: geolocations, images, texts, dates, etc. In addition, more robust measures of location and dispersion were added to provide better analysis for numeric data with outliers and coming from heavy-tail distributions. Numerous performance improvements allow for enhanced data examination, processing and modeling.

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Mathematica 12: Probability and Statistics

Core Graphs & Networks

Mathematica 12: Core Graphs & Networks

Version 12 refreshes and unifies the overall aesthetic for graph visualizations with a common default appearance and a whole set of plot themes. In addition, improved functions and comprehensive support of graph properties allow for a much more productive experience and better usability.

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Mathematica 12: Core Graphs & Networks

Data Import & Export

Mathematica 12: Data Import & Export

Data science projects start from importing data. With advancements in acquiring and storing large datasets, accessing the relevant parts of the data efficiently is more important than ever. Version 12 adds richer support for importing structured data into immediately computable data structures. Data import and export in the Wolfram Language can more effectively be used to perform statistical analysis or modeling and build classification, recommendation or prediction applications in a wide variety of domains such as finance, medicine, physical sciences and many more.

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Mathematica 12: Data Import & Export