Analyse data and explain the results
Analyse data and explain the results: 29 free AI items you can run in Claude, ChatGPT or Gemini (23 skills, 5 agents, 1 workflow). 29 of them are marked Tested and come first below.
Examples of what you get: A traffic split check; self contained HTML dashboard; A review of method and assumptions.
Start with these
A/B test results analystShare your A/B test data. Get a split check, results with confidence ranges and a ship call.Offline dashboard builderBuild a self-contained HTML dashboard from supplied data, with charts and filters that work offline.Analysis checkerShare a report, query, or chart for checks of methods, calculations, conclusions, and needed fixes.Data analystGive it a dataset and a question. Get evidence-based answers with trends, tests and correlations.Data quality scorecard makerCheck a dataset for blanks, duplicates, broken links and stale data against your rules. Get a data quality scorecard and a shareable report.Dataset profilerShare a table or file. Get its shape, missing values, odd entries and which columns are worth analyzing.Insight brief writerShare your findings and goals. Get the top insights ranked by impact and confidence, each with an action.AI data repair engineerFix messy data with a few tested rules, not row-by-row. You get fix formulas, a change log and a review list of risky rows.
Specialists who do this
Hire a specialist for the whole job. Each one bundles several of these skills and runs in your own AI, for free.
- Hire an AI data repair engineer
- Hire an AI analytics report writer
- Hire an AI data visualization engineer
- Hire an AI dataset analysis and insight reviewer
- Hire an AI sales data consolidation planner
- Hire an AI statistician
Often used withTrack your numbersAudit a landing pageTest an idea before you build itMake documents, sheets and slidesAll jobsPlan a job for analyse data and explain the results
Every analyse data and explain the results skill and workflow
- A/B test results analystTestedShare your A/B test data. Get a split check, results with confidence ranges and a ship call.
- Offline dashboard builderTestedBuild a self-contained HTML dashboard from supplied data, with charts and filters that work offline.
- Analysis checkerTestedShare a report, query, or chart for checks of methods, calculations, conclusions, and needed fixes.
- Data analystTestedGive it a dataset and a question. Get evidence-based answers with trends, tests and correlations.
- Data quality scorecard makerTestedCheck a dataset for blanks, duplicates, broken links and stale data against your rules. Get a data quality scorecard and a shareable report.
- Dataset profilerTestedShare a table or file. Get its shape, missing values, odd entries and which columns are worth analyzing.
- Insight brief writerTestedShare your findings and goals. Get the top insights ranked by impact and confidence, each with an action.
- AI data repair engineerTestedFix messy data with a few tested rules, not row-by-row. You get fix formulas, a change log and a review list of risky rows.
- Analysis plan builderTestedGive it a brief and your data. Get ordered steps with time estimates and a list of risks.
- Analytics report writerTestedTurn your sales, ad or customer export into a plain analytics report with trends, customer groups, ad returns and what to do next.
- Data analysis brief builderTestedDescribe your data question and decision. Get agreed requirements and a clear analysis brief.
- Data chart makerTestedTurn your data into a clean chart. Give it a file or pasted rows and get a chart image or interactive plot, with the right chart type picked for you.
- Data project review writerTestedDescribe how a data project went. Get what worked, what slipped, the causes and actions for next time.
- Data question answererTestedBring a question and data to get an answer with numbers, supporting evidence, and caveats.
- Data skill builderTestedBuild a data analysis skill that knows your warehouse tables, metric rules and team terms, so your AI answers in your words.
- Data visualization engineer agentTestedPick the right chart for your data and check it does not mislead. Get a plan with axes, colours and a pass or fail check.
- Dataset analysis and insight reviewerTestedShare a data file and one clear question. Get a data profile, checked analysis and a ranked brief with actions and limits.
- Experiment result analystTestedGive it experiment counts or measurements and the test setup. Get a matching test, uncertainty and a cautious decision.
- Plain-words SQL writerTestedShare a data question, database type and table details. Get SQL, a clear explanation and checks to run.
- Power BI data model checkerTestedFind table, link and access risks in a Power BI model. Get fixes to check.
- Power BI report speed checkerTestedShare timings from a slow report. Get likely causes and a plan to test them.
- PyMC Bayesian model builderTestedUse your data and research question to build a PyMC model with uncertainty estimates.
- Regression and forecast modellerTestedGive it a data table. Get a fitted regression or time-series model with diagnostic checks and a plain-language readout.
- Sales data consolidation plannerTestedTurn your sales rows into one report by territory and rep, with quota attainment, pipeline by stage and top performers. Bring your sales table.
- Sample size plannerTestedShare the test, effect and power you need. Get a sample size estimate and power curves for planning.
- SHAP prediction explainerTestedShare a trained model and data. Use Python and SHAP to describe feature contributions, check prediction totals and create plots.
- Statistician agentTestedTest a claim or plan a study. Get the right design, sample size, assumptions and an honest read of what your numbers can and cannot prove.
- Tabular dataset explorerTestedShare a table or data file. Profile columns, missing values, distributions, links and unusual rows, then report findings and next checks.
- Time series forecasterTestedForecast your monthly sales or other numbers from a CSV. Get low and high ranges and a test on held-back data, with no model training.