Statistical Analysis Tools and Calculators

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DataStatPro provides 130 browser-based statistical analysis tools for students, researchers, analysts, and healthcare professionals. Search t-tests, ANOVA, regression, chi-square tests, survival analysis, meta-analysis, dashboards, visualizations, sample size calculators, confidence intervals, and publication-ready reporting tools.

130 tools 14 categories Updated 2026-09-24 No installation required

Direct answer

What can you do with DataStatPro?

DataStatPro is an online statistical analysis suite for running common and advanced analyses in a web browser. It covers descriptive statistics, t-tests, ANOVA and MANOVA, non-parametric tests, chi-square tests, regression, correlation, epidemiology calculators, confidence intervals, sample size and power analysis, time series, visualization, quality tools, KPI dashboards, surveys, learning resources, and publication-ready tables.

Complete workspace

From Data Collection to Publication in One Platform

DataStatPro connects the full research and analytics workflow: collect data with surveys, manage datasets, choose the right statistical method, run analyses, build charts and KPI dashboards, learn from tutorials, and export publication-ready tables, figures, and reports.

1 survey workspace Data collection
10 tools Data management
18 tools Core statistics
21 tools Advanced analysis
28 tools Calculators
11 chart tools Visualization
1 KPI builder Dashboards
27 tools Publication

Best for common search needs

What Researchers and Analysts Search For

Statistical analysis for research papers

Use descriptive summaries, assumption checks, t-tests, ANOVA, regression, effect sizes, confidence intervals, and publication-ready tables to move from raw data to manuscript-ready results.

Sample size, power, and epidemiology

Plan studies with sample size calculators, power analysis, diagnostic test calculators, cohort and case-control calculators, odds ratios, relative risks, and survival analysis tools.

Dashboards and reporting

Build KPI dashboards, charts, baseline tables, regression tables, APA-style outputs, reports, and shareable summaries for research, healthcare, education, and business analytics.

Advanced statistical modeling

Run EFA, CFA, SEM, MANOVA, MANCOVA, GLM, mediation, moderation, meta-analysis, multilevel modeling, PLS regression, and time-series workflows from a browser.

One-Way ANOVA

Compare means of three or more independent groups

Table 1

Descriptive statistics table for baseline characteristics

Advanced Analysis 21 tools

Meta Analysis

MetaConvert

Convert reported statistics into meta-analysis effect-size formats

Open tool

AI Tools 1 tools

CI Calculator 12 tools

Correlation Analysis 4 tools

Data Management 10 tools

Data Visualization 11 tools

Descriptive Statistics 5 tools

Categorical

Frequency Tables

Generate frequency distributions and percentage tables for categorical and discrete data

Open tool

Epi Calculator 11 tools

Inferential Statistics 13 tools

KPI Dashboard 1 tools

Publication Ready 27 tools

Analysis

Table 1

Descriptive statistics table for baseline characteristics

Open tool

Analysis

Table 1a

Alternative descriptive statistics with advanced formatting

Open tool

Analysis

Table 1b

Comprehensive descriptive statistics for numerical variables

Open tool

Sample Size Calculator 5 tools

Surveys 1 tools

Data Collection

Survey Builder

Build surveys, publish links, collect responses, and sync responses into datasets.

Open tool

Time Series Analysis 8 tools

No tools match your search. Try a broader term such as regression, ANOVA, chart, epidemiology, or sample size.

How to Run a Statistical Analysis Online

1. Choose an analysis

Search by method, research question, variable type, or output goal.

2. Import or enter data

Use CSV, Excel, SPSS-compatible data, cloud datasets, or direct entry depending on the tool.

3. Configure variables

Select outcomes, predictors, groups, confidence level, assumptions, and display settings.

4. Export results

Copy or export tables, figures, effect sizes, methods text, dashboards, and reports.

Frequently Asked Questions

What statistical analysis tools are available in DataStatPro?

DataStatPro includes 130 tools across 14 categories, including descriptive statistics, t-tests, ANOVA, regression, correlation, time series, epidemiology calculators, sample size calculators, confidence intervals, advanced analyses, visualization, and publication-ready reporting.

Can I use DataStatPro instead of SPSS, Stata, SAS, or GraphPad Prism?

DataStatPro can replace those products for selected browser-based workflows when the required method, diagnostics, data formats, and outputs are supported. Keep the incumbent software when a project depends on product-specific procedures, syntax, institutional templates, regulated validation, or audited legacy workflows.

Which test should I use for my data?

Choose a statistical method from the research question and target estimand first, then consider the outcome type, number and relationship of observations or groups, covariates, clustering or repeated measurements, censoring, missing data, and method-specific assumptions. Variable type and normality alone are insufficient to determine the appropriate analysis.

Does DataStatPro create publication-ready output?

Yes. DataStatPro includes publication-ready tables, regression tables, effect size tools, APA formatting, post-hoc tests, flow diagrams, figure processing, citation management, and results export tools.

Can DataStatPro handle the full research workflow?

Yes. DataStatPro supports data collection through surveys, data management, statistical analysis, KPI dashboards, visualization, learning resources, and publication-ready reporting in one online workspace.

What can I use for free in DataStatPro?

Free Guest Access lets anyone explore the full interface with built-in sample data and no time limit. Eligible .edu users can use a free Educational Account for core tools. Personal data, advanced analysis, storage, surveys, dashboards, and publication features vary by plan.