Resources

Guides and articles on AI data analysis, agentic analytics, and getting more out of your data.

Best Data Visualization Software: 10 Top Tools

Best Data Visualization Software: 10 Top Tools

22 min read

Compare the best data visualization software for analysts, researchers, and teams, with features, use cases, pricing, privacy, pros, and cons.

Julius AI Review: Testing Its Real Analytical Depth

Julius AI Review: Testing Its Real Analytical Depth

17 min read

Read our hands-on Julius AI review. We test its data analysis features, accuracy, and pricing to see how it compares to agentic tools like PlotStudio AI.

Researchers: Make Excel Analyses Audit Ready with Agentic Workflows

Researchers: Make Excel Analyses Audit Ready with Agentic Workflows

Turn Excel workbooks into audit ready, reproducible analytics pipelines for researchers. Use agentic workflows to plan, run, inspect, and export...

Python for Statistical Analysis for Researchers

Python for Statistical Analysis for Researchers

18 min read

Master python for statistical analysis with core libraries, robust workflows, and agentic tools to produce reproducible, publication-ready research.

Research AI Audit Ready for Researchers: Agentic, Local, Reproducible

Research AI Audit Ready for Researchers: Agentic, Local, Reproducible

Practical researcher-first rules for using Research AI responsibly: agentic analytics, local execution, COPE-compliant disclosure, and a six-step...

What Is Cross Validation: A Practical Guide for Analysts

What Is Cross Validation: A Practical Guide for Analysts

18 min read

Learn what is cross validation, how k-fold and time-series methods work, and how to avoid data leakage with a clear, practical guide

Keep Data Local: Agentic Tools for Researchers Choosing Local vs Cloud

Keep Data Local: Agentic Tools for Researchers Choosing Local vs Cloud

Compare local and cloud analytics for researchers. See practical trade-offs on cost, scale, and compliance, and how agentic analytics run locally preserve...

Forecasting Software Guide for Analysts and Researchers

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.

6 Files Labs Need to Share Analysis Securely Without Exposing 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

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

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

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...

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