Macintosh statistical software

Other Statistics Software: surveys, data mining, specialty programs

These are other Macintosh software packages used for data analysis beyond those for regression, ANOVA, or time series analysis. You may also wish to see the list of general-purpose mathematical analysis packages. Don't forget to see the bottom of the page for software that's been abandoned but may still be useful in Classic.

Graphing and data visualization packages are on another page.

Updated 10/8/2017

Survey software

Mediata Survey

Configurations Available: Mac, Windows
Current Version: 3.02
Price: $99
Listing updated 4-26-2011

Surveys are created from a desktop program, in php and MySQL (or PostgreSQL). Free trial allows up to ten submissions. Supports multiple page surveys (you control the number of items per page) as well as matrix questions. Allows multiple surveys for multiple domains; you can set different rules, conditions, and options based on answers. There is an invitation manager as well. The program uses html templates which can be modified. Analysis includes graphics. Exports to CVS, text, and html.

A brief test shows that usage is fairly clunky, with questions requiring lengthy wizards that demand clicks to add each answer option, a system that can get tedious very quickly; admittedly freeform-style entry is rare for survey software, but a keyboard command for "add option" and other frequent actions would save considerable time. When the survey is previewed, the html source appears moderately wasteful, with a separate span for questions and question text; but we've seen worse. We were unable to create a survey script on the Mac without an SQL database, suggesting that you’re meant to create the survey on the server itself rather than creating on a desktop and then uploading, which is unrealistic for most people; but there are probably workarounds for that.

(thanks to Nadine Macolini for finding this one)

Other options

Windows survey software we have tested was excessively hard to use and/or hideously overpriced. The two best options we’ve seen are the free, open-source LimeSurvey, and SurveySaid (an online program which generates html or Java code, which the user can host on their own servers to maintain security; thanks, Marty Einhorn.)

There are also free and moderately priced Web-based solutions, but these all seem to require you to store data on their servers, which is inappropriate or unwise for many surveys. Some are also slow for the respondents or make it clear that you are using a free service.

Geographic resources

free Mac statistics softwareGRASS

Configurations Available: Mac, Linux, Windows

Price: Free (and open source)
Listing updated 1-2-2017

Michael Barton pointed out that GRASS is used for geographic resources data management, image processing, graphics production, spatial modelling, and visualization of many types of data. It is an official project of the Open Source Geospatial Foundation.

Originally developed by the Army as a tool for land management and environmental planning, GRASS is a powerful utility with a wide range of applications in many different areas of scientific research. GRASS is currently used in academic, government, and commercial settings.

GRASS 6 added a new topological 2D/3D vector engine and support for vector network analysis. Attributes are now managed in a SQL-based DBMS. A new display manager has been implemented. The NVIZ visualization tool was enhanced to display 3D vector data and voxel volumes. Messages are partially translated with support for FreeType fonts, including multibyte Asian characters. New LOCATIONs can be auto-generated by EPSG code number. GRASS is integrated with GDAL/OGR libraries to support an extensive range of raster and vector formats, including OGC-conformal Simple Features.

free Mac statistics softwareQuantum GIS

Configurations Available: Mac, Linux, Windows

Price: Free (and open source)
Listing updated 12-1-2010

Quantum GIS is a somewhat less powerful but easy to use GIS package for Mac, Linux, and Windows. It is also an Open Source Geospatial Foundation project, and it supports numerous vector, raster, and database formats and functions.

free Mac statistics softwareGMT for geographic and Cartesian data

Configurations Available: Mac (under X11), Linux, UNIX, OS/2, Windows [requires Cygwin or VirtualBox for full function]
Current Version: 4.5.5 (released Nov. 2010)
Price: Free (and open source)
Listing updated 12-1-2010

GMT is an open source collection of many tools for manipulating geographic and Cartesian data sets (including filtering, trend fitting, gridding, projecting, etc.) and producing Encapsulated PostScript File (EPS) illustrations ranging from simple x-y plots via contour maps to artificially illuminated surfaces and 3-D perspective views.

Other software

free Mac statistics softwareRapidMiner (data mining)

Configurations available: no compatibility or version info available
Price: free (open source) for community edition; pricey standard edition
Listing updated 1/2/2017

Commercial open source software said to be giving the closed-source programs a run for their money; despite the pretty Java GUI, it’s not a “load and use” package, but it also is not a “type esoteric commands from a huge, dense manual” program. It can import Excel files and connect to databases; most operations require some programming through its XML interface.

free Mac statistics softwaregretl

Configurations available: OS X (Intel only)
Current version: 2016e
Price: free (open source)
Listing updated 1/2/2017

gretl is a cross-platform software package for econometric analysis, written in the C programming language. It is is free, open-source software that reads in numerous formats and can link to R. Features include an easy, intuitive interface, a wide variety of estimators, time series methods, output in tabular, equation, or LaTeX formats, a scripting language, command loop structure, and GUI for fine tuning graphs. (Thanks, Rudi Bekkers).

Specialty software from Marley Watkins

This software is available from Marley Watkins at (Thanks, Tricia Jones). Some of this software is PowerPC based and will not run under Lion; some are OS 9 based; other programs are Intel-based or universal binaries. There are some Excel spreadsheets, some FutureBASIC and BASIC programs as well.

Commercial software

Insights (née Knowledge Miner (yX))

Configurations OS X 10.9 or newer, “optimized for 10.12”
Current Version: 6.1
Price: Free basic version; ranges from Advanced ($129) to Ultimate ($1,990) with $35 student version and educational pricing
Listing updated 10/7/2017

Knowledge Miner’s data mining tool can now stand on its own, without requiring Excel. It can build predictive and descriptive models — “explicit and complexity minimized mathematical models,” with the ability to self-select inputs and show their importance. It has three languages — English, Spanish, and German.

Since Insights is now standalone, it’s able to run as full 64-bit software with parallel processing, boosting speed dramatically. Excel support is optional, for importing directly from Excel 2011 or 2016. Models can be exported in various formats.

The $129 Advanced version forecasts complex time processes without models, automatically runs simulations or forecasts real-time data (storing up to 5 steps ahead — the Ultimate version goes up to 120), exports models in generic form, can run up to 100 inputs with 50,000 samples, and supports up to 100 forecasting steps.

The Professional edition also does cost-sensitive modeling (including ROC and cost curve plots), also exports models in Objective-C and AppleScript, can run up to 2,000 inputs, with one million samples, and has unlimited forecasting steps. Ultimate adds self-organization modeling of interdependent, complex systems, can export systems of equation in Excel, and can handle 25,000 potential inputs.

The company’s own description:

INSIGHTS is original 64-bit parallel software for building predictive models from data, automatically, by evolutionary, self-organizing modelling approaches. Taking observational data that describes a problem, system, or process, the software constructs a working mathematical model... its AI-powered, self-organizing, modeling algorithms allow users to easily extract new and useful knowledge to support decision-making. ... Users in nearly any field can employ the easy-to-use software to analyze noisy data sets and build powerful models, which can be used to help to gain new insights into complex phenomena, predict future behavior, simulate "what-if" questions, and identify methods of controlling processes.

The software promises to hide the processes of model development, dimension reduction, variable selection, noise filtering, and model validation, self-organizing linear or nonlinear, static or dynamic regression models, to generate the equation that best describes the data. It also checks to see if the final model “reflects a valid relationship or if it just models noise.” It can create models for Status Quo or What-If problems, outputting models and model ensembles in ready-to-use Excel, Python, Matlab, AppleScript, or Objective-C code.

Bee Docs Timeline 3D

Price: free-$25
Listing last updated: 1-2-2017
Available in the Mac App Store

Makes pretty timelines.

Data transfer / translation

Version: 13
Price: $295 (commercial), $179 (academic), $59 (student)
Listing last updated: 1-2-2017

Stat/Transfer can translate to and from most common statistical formats. It works surprisingly well, though you should check to make sure it can make the exact transitions you need.

General math software

Statistical analysis (particularly time series analysis) can also be done using general-purpose mathematical software (especially with optional or standard plugins) such as:


Image extraction software

Also see image extraction software and our abandoned Mac statistics software page.

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