Descriptive Statistics
Mean, median, std dev, box plot
T-Test
Two-group workbench: t-tests / Wilcoxon / Mann-Whitney + effect size + CI
Data Wash
Clean and reshape messy data into analysis-ready tidy tables, then hand off to stats tools.
ANOVA
ANOVA / Welch / Kruskal-Wallis + Holm-adjusted post-hoc
Correlation
Pearson / Spearman correlation + diagnostics + 95% CI
Linear Regression
Linear regression + slope inference + confidence band + residuals
Dose-Response 4PL
Server-side 4PL fit for IC50 / EC50, Hill slope, and assay curve QC
PCA
Principal Component Analysis + strict matrix validation + score/scree plots
Cohort Explorer
Descriptive stats, bivariate testing, auto-generated Table 1, and a correlation heatmap for any tabular dataset
Dot Blot Analyzer
Membrane spot grayscale quantification + background correction
IHC DAB Analysis
DAB staining quantification, H-Score, colour deconvolution
IHC Batch Analysis
Multi-image batch quantification with group statistics
Flow Cytometry Analyzer
Browser-based FCS file analysis with gating, compensation, and density heatmaps
Knowledge Graph
Explore biomedical entity relationships
Stroop Test
Colour-word interference task with reaction-time scoring and protocol templates
Fate & Divination Culture Tool
A cultural-studies tool featuring birth charts and question divination, kept in their proper contexts.
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