Statisticians: the all-in-one AI plugin for your work

Skills for statisticians 17

• statistical analysisPicks the right test, checks assumptions, and writes the APA 7 result, for example a paired t-test with effect size and CI.
• seabornBuilds publication-quality statistical graphics in Python, like a faceted boxplot of treatment groups with confidence intervals.
• agency statistical analystSizes and reads A/B tests, for example telling you whether a 2% lift is real at your traffic level.
• data cleaning guidance assistantGuides missing values, outliers, duplicates, and transformations, for example imputing lab values with a documented rule.
• survey design and analysis assistantRuns a survey end to end, from sample size and question wording to weighted analysis and charts.
• experiment design plannerPlans a full experiment, covering variables, randomization, sample size, ethics, pilots, and timeline for a lab study.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 24

• Framing Statistical Questions3 prompts, like Translate Request Into Testable Hypotheses
• Designing Surveys And Experiments3 prompts, like Generate Effective Survey Questions
• Cleaning Data And Code3 prompts, like Write A Reproducible Data Cleaning Script
• Running Statistical Tests3 prompts, like Choose The Right Statistical Test
• Building Predictive Models3 prompts, like Plan Feature Selection and Transforms
• Interpreting Results And Uncertainty3 prompts, like Explain Effect Sizes To Non-Statisticians
• Visualizing Data And Results3 prompts, like Select Appropriate Charts

Apps you can build with AI 3

• Reviewed research evidence and writing workspaceKeeps sources, notes, and drafts in one place so your citations stay correct while you write. Demo included.
• Evidence-backed research and reporting workspaceCuts the time from research question to a cited, reviewable report you own. Demo included.
• Research data cleaningApplies reversible, documented cleaning rules you approve, so your dataset stays auditable. Demo included.

Your Grok Bot team 12

• Statistical AnalysisRuns statistical tests and reports results in APA format for academic research.
• StatsmodelsFits and diagnoses statistical models for rigorous inference and forecasting.
• Ab Test SetupPlan statistically valid A/B tests with locked hypothesis, sample size, and pre-launch checklist.
• Data CleanerFinds what is actually wrong in a messy spreadsheet before anyone builds a chart on it.
• PymcBuild, fit, validate, and compare Bayesian models with PyMC for probabilistic inference.
• ShapExplains machine learning model predictions using SHAP values and visualizations.
• Scikit LearnBuild and evaluate classical ML models with scikit-learn pipelines.
• Hypothesis GenerationGenerates testable hypotheses from observations, designs experiments, and produces a structured LaTeX report.
• Data ScientistAnalyzes data, builds models, and delivers actionable business insights from complex datasets.
• Senior Data ScientistDesign experiments, build predictive models, and perform causal analysis from your data.
• Data Interpretation AssistantTurns complex datasets into clear insights, visualizations, and decisions for research scientists.
• Statistical Analysis Workflow AssistantStatistical analysis assistant for research scientists, from data cleaning to meta-analysis.