Forecasting Software Guide for Analysts and Researchers
16 min read
A practical forecasting software guide for analysts and researchers, covering models, metrics, workflows, and how to choose tools you can audit.
Resources
Guides and articles on AI data analysis, agentic analytics, and getting more out of your data.
6 Files Labs Need to Share Analysis Securely Without Exposing Data
Six files labs should publish to share analysis securely: data descriptors, clean code, environment capture, container digest, DOI deposit, and a...
Semantic Artificial Intelligence: A Researcher's Guide
19 min read
Learn what semantic artificial intelligence is, how it works, and how researchers can use it to build rigorous, reproducible analyses.
Researchers: Make Searchable Analysis Pages Reproducible and FAIR
Researcher first checklist to make analysis pages searchable, reproducible, and FAIR. Covers metadata, provenance, local execution, export, and...
Audit Ready: 7 Components of Explainability in Analytics for Researchers
Practical checklist to make research audit ready. Covers provenance, executable notebooks, environment capture, workflows, and how PlotStudio AI supports...
Cox Regression Survival Analysis: A Practical 2026 Guide
4 min read
Master cox regression survival analysis with this 2026 guide. Learn assumptions, model fitting in Python and R, PH diagnostics, and interpretation.
For Researchers: 3 Privacy Safe Practices with Session Memory Analytics
Turn multi step analyses into reproducible, privacy safe records. This guide explains session memory analytics, a 7 step capture checklist, design trade...
Statistical Test Selection: A Researcher's Guide for 2026
15 min read
Learn how to choose the right statistical test for your data with this modern framework. Simplify your statistical test selection and improve research accuracy
Researchers: Reproducible CSV Import Recipes Prevent Analysis Problems
Researcher-focused guide to diagnose and fix CSV analysis problems. Learn the four root causes, reproducible pandas import recipes, encoding and chunking...
Reproducible Reports in 4 Steps: Jupyter Workflows for Researchers
Decide when to keep a live Jupyter notebook or export a rendered report. Practical workflows, automation tips, and a four-step reproducibility checklist.
Predictive Analytics for Business: A Practical Guide
15 min read
A practical guide to predictive analytics for business, covering core techniques, use cases by function, implementation steps, KPIs, governance, and ROI
Multinomial Logit Models Explained
19 min read
Learn how multinomial logit models estimate choice probabilities for nominal outcomes. Covers IIA, interpretation, diagnostics, and AI-assisted analysis.