But what if you work for a math-heavy industry, pharmacology, medicine or sociology, and complex statistical analysis is part of your daily routine? Did you find a user-friendly data analysis tool that works on your Mac?
StatPlus:mac turns your copy of Microsoft Excel for Mac (2004 - 2019) or Apple Numbers into a powerful statistical tool without making you learn another software or part with extraordinary amounts of money. You'll use the familiar interface to perform complex analysis and calculations, enabling you to concentrate on analyzing the results rather than figuring out how to achieve them.
Upgrade Your Spreadsheet
Oct 09, 2017 Free statistical analysis software tends to be lacking in coherent user-friendly interfaces or instructions and simply doesn’t have the advanced analytical power of commercial software. With this in mind, here then is our list of the top free statistical analysis software for Mac in order of ranking. The free version of Onis is a starter package, aimed at non-professionals and students, just to get them used to the software. It has advanced features like MPR and MIP. It can export images and in addition, it can export annotations to excel sheets, which is useful for researchers. Minitab is a statistical and data analytics software, which helps organizations predict, visualize, and analyze business data to forecast patterns, discover trends, view relationships between variables, and more. The built-in assistant lets users manage data analysis. Best Qualitative Data Analysis Software for Mac. Explore these highest-rated tools to discover the best option for your business. Based on ratings and number of reviews, Capterra users give these tools a thumbs up. Select a product to learn more. Phocas Analytics.
MAXQDA is a powerful QDA software solution that can process multiple documents that are coded by your on rules. Well structured qualitative data analysis solution that allows you to visualize the data in a streamlined manner.
Turn Microsoft Excel or Apple Numbers into a powerful statistical package with StatPlus:mac and perform data analysis on a Mac in the familiar environment. Stop wasting your time learning new tools and try StatPlus:mac right away.
70+ Features
StatPlus:mac allows Mac users to perform all forms of data analysis from the very basics to complex analysis, including non-parametric and regression analysis, survival and time series analysis, and a wide variety of other methods. Version 7 includes standalone spreadsheet and can be used without Microsoft Excel or Apple Numbers installed.
Multi-platform
StatPlus:mac is available for both Mac and PC platforms (PC version includes standalone and Excel add-in versions) at no extra charge. Save learning time and costs for your mixed PC and Mac environment.
Free Trial
We have free trial that gives you an opportunity to evaluate the software before you purchase it. Should you have any questions during the trial period, please feel free to contact our Support Team.
Affordable
StatPlus:mac is most affordable solution for data analysis on Mac (with Excel and Numbers support). You will benefit from the reduced learning curve and attractive pricing while enjoying the benefits of precise routines and calculations. Mac/PC license is permanent, there is no renewal charges.
Requirements
StatPlus:mac requires macOS 10.9 or newer (macOS 11 Big Sur is supported; v5 requires 10.5+). StatPlus:mac supports Microsoft Excel for Mac (supported versions: 2004, 2008, 2011, 2016, 2019) and Apple Numbers v3/v4/v5 as a data source. StatPlus:mac does not require Internet connection (except for optional auto-update feature).
Statistical features list
- Pro Features
- Standalone spreadsheet with Excel (XLS and XLSX), OpenOffice/LibreOffce Calc (ODS) and text documents support.
- 'Add-in' mode for Excel 2004, 2008, 2011, 2016 and 2019.
- 'Add-in' mode for Apple Numbers.
- Priority support.
- Permanent license and free major upgrades during the maintenance period.
- Access to Windows version.
- Options to emulate Excel Analysis ToolPak results and migration guide for users switching from Analysis ToolPak.
- Basic Statistics
- Detailed descriptive statistics.
- One-sample t-test.
- Two-sample t-test.
- Two-sample t-test for summarized data.
- Fisher F-test.
- One-sample and two-sample z-tests.
- Correlation analysis and covariance.
- Normality tests (Jarque-Bera, Shapiro-Wilk, Shapiro-Francia, Cramer-von Mises, Anderson-Darling, Kolmogorov-Smirnov, D'Agostino's tests).
- Cross-tabulation and Chi-square.
- Frequency tables analysis (for discrete and continuous variables).
- Multiple definitions for computing quantile statistics.
- Analysis of Variance (ANOVA)
- One-way and two-way ANOVA (with and without replications).
- Three-way analysis of variance.
- Post-hoc comparisons - Bonferroni, Tukey-Kramer, Tukey B, Tukey HSD, Neuman-Keuls, Dunnett.
- General Linear Models (GLM) ANOVA.
- Within subjects ANOVA and mixed models.
- Multivariate Analysis
- Principal component analysis (PCA).
- Factor analysis (FA).
- Discriminant function analysis.
- Hierarchical Clustering and K-Means.
- Nonparametric Statistics
- 2x2 tables analysis (Chi-square, Yates Chi-square, Exact Fisher Test, etc.).
- Rank and percentile.
- Chi-square test.
- Rank correlations (Kendall Tau, Spearman R, Gamma, Fechner).
- Comparing independent samples
Mann-Whitney U Test, Kolmogorov-Smirnov test, Wald-Wolfowitz Runs Test, Rosenbaum Criterion. Kruskal-Wallis ANOVA and Median test. - Comparing dependent samples
Wilcoxon Matched Pairs Test, Sign Test, Friedman ANOVA, Kendall's W (coefficient of concordance). - Cochran's Q Test.
- Regression Analysis
- Multivariate linear regression (residuals analysis, collinearity diagnostics, confidence and prediction bands).
- Weighted least squares (WLS) regression.
- Logistic regression.
- Stepwise (forward and backward) regression.
- Polynomial regression.
- Curve fitting.
- Tests for heteroscedasticity: Breusch–Pagan test (BPG), Harvey test, Glejser test, Engle's ARCH test (Lagrange multiplier) and White test.
- Time Series Analysis
- Data processing.
- Fourier analysis.
- Smoothing.
- Moving average.
- Analysis.
- Autocorrelation (ACF and PACF).
- Interrupted time series analysis.
- Unit root tests - Dickey–Fuller, Augmented Dickey–Fuller (ADF test), Phillips–Perron (PP test), Kwiatkowski–Phillips–Schmidt–Shin (KPSS test).
- Survival Analysis
- Life tables.
- Kaplan-Meier (log rank test, hazard ratios).
- Cox proportional-hazards regression.
- Probit-analysis (Finney and LPM).
LD values (LD50/ED50 and others), cumulative coefficient calculation. - Receiver operating characteristic curves analysis (ROC analysis).
AUC methods - DeLong's, Hanley and McNeil's. Report includes: AUC (with confidence intervals), curve coordinates, performance indicators - sensitivity and specificity (with confidence intervals), accuracy, positive and negative predictive values, Youden's J (Youden's index), Precision-Recall plot. - Comparing ROC curves.
- Data Processing
- Sampling (random, periodic, conditional).
- Random numbers generation.
- Standardization.
- Stack/unstack operations.
- Matrix operations.
- Statistical Charts
- Histogram
- Scatterplot.
- Box plot.
- Stem-and-leaf plot.
- Bland-Altman plot.
- Bland-Altman plot with multiple measurements per subject.
- Quantile-quantile Q-Q plots for different distributions.
- Control charts - X-bar, R-chart, S-chart, IMR-chart, P-chart, C-chart, U-chart, CUSUM-chart.
Students and academics will have to analyze a large amount of data throughout and draw a conclusion from it which will be used for other purposes. They can use online graphing software for this purpose as these origin graphing software, free download will enable users to analyze the data statistically. Many free scientific graphing software are available online but the most commonly used software is the graphing software mac which is available for free and is easy to use.
Related:
Scientific Graphing and Data Analysis
This freeware can be used by both the industrial and educational sectors as it provides a wide range of data analysis and graphing solutions. Data analysis can be done using the many intuitive tools that are present for the signal process, peak analysis, curve fitting, advanced statistics, etc. which are all built-in. The analysis process can automatically be recalculated and templates can be set for any future work.
PTC Mathcad
This premium software can be used by engineers to perform calculations, resolve problems and share the results. It has a live mathematical notation that will be able to perform intelligently and power calculations. The data can be present in the form of plots, text, images or graphs. This software is available for the different sectors of engineering like civil, electrical, mechanical, etc.
DataScene
This premium software can be used for animation, scientific graphing, data analysis and monitoring. 2D and 3D graphs can be plotted and scientific data can be analyzed. The data can be manipulated, printed and exported in the form of high-quality graphs. Analysis can be carried out by using various mathematical methods and it supports rich text graphs.
Scientific Graphing Software
This premium software can be used for graphing and analyzing on a statistical base. It works on the Windows platform and can be used by users to perform the step-by-step analysis. Any statistical expert will be able to use this for the powerful inbuilt tools. The trail version can be used first after which the premium version can be bought.
Graph Pad Prism for Windows
This premium Windows software can be used for comprehensive curve fitting, graphing, data organization and to perform statistical analysis. It can be used by schools and companies for analyzing different type of data. Nonlinear regression tool can be used to fit the curves easily and multiple sets of data can be set alongside each other. Analysis checklists are present to ensure that the analysis is appropriate for the design.
Abscissa for Mac
Jmp Data
This free Mac software can be used to obtain high-quality 2D graphs that are generated from the data provided. The data can be modified using the user-defined formulas and it enable fast reading and plotting. Scientists will be able to use this for ASCII data export and import and to plot graphs in many styles.
Systat Software – Most Popular Software
This premium software is very popular among research scientists and engineers. It can be used for scientific graphing and also for statistical analysis. The data can be analyzed by using the different tools and they will be able to obtain high-quality graphs. Data can be exported from Excel and other platforms. You can also see Statistics Calculator
How to Install Scientific Graphing Software?
This software is very easy to use and most of the versions available in the market are premium version. So users will have to purchase the log-in credentials from the manufacturer after which they will be able to download and install the file. Once the file is downloaded, the user will have to double-click the installation file to start the process. When the software requests for login credentials then the serial numbers will have to be typed. You can also see Integral Calculator
Data Analysis On Mac
This software will allow users to analyze and process the data using cell and column formulas. Several math parsers are inbuilt and can be used while performing the calculation. The charts can be monitored and it will be able to support different graphical elements like image brush, shadow, gradient, etc. which can be used to enhance the quality.