# Analytics — prompts and ideas

Data and verifiable conclusions. Ready-to-use prompts you can edit and run through YesAI.

Canonical URL: https://boswidget.ru/en/analytics-prompts-and-ideas/

## Resources

- [Themes in feedback](https://boswidget.ru/en/markdown/themes-in-feedback-prompt-for-chatgpt.md): Group customer requests by the underlying problem, keeping conclusions linked to the original statements.
- [Hypothesis testing plan](https://boswidget.ru/en/markdown/hypothesis-testing-plan-prompt-for-chatgpt.md): Turn a proposed change into a testable hypothesis with observations and a decision rule defined in advance.
- [Table compiled from sources](https://boswidget.ru/en/markdown/table-compiled-from-sources-prompt-for-gemma.md): Compare several descriptions using the same criteria, identifying verified differences and remaining unknowns.
- [Argument map](https://boswidget.ru/en/markdown/argument-map-prompt-for-gemma.md): Check the text's logic: what the author claims, what supports it and where conclusions exceed the evidence.
- [Data cleaning rules](https://boswidget.ru/en/markdown/data-cleaning-rules-prompt-for-gemma.md): Find inconsistencies in a small text dataset and describe transformations without losing original values.
- [Questionnaire editing](https://boswidget.ru/en/markdown/questionnaire-editing-prompt-for-gemma.md): Check a questionnaire for leading and double-barreled questions, missing answer options and unnecessary respondent effort.
- [Incident timeline](https://boswidget.ru/en/markdown/incident-timeline-prompt-for-chatgpt.md): Combine scattered messages into a timeline, preserving the distinction between observation and hypothesis.
- [Explanation of a metrics table](https://boswidget.ru/en/markdown/explanation-of-a-metrics-table-prompt-for-chatgpt.md): Comment on existing values, preserving periods, denominators and comparison limitations.
- [Product metric specification](https://boswidget.ru/en/markdown/product-metric-specification-prompt-for-chatgpt.md): Establish a precise metric definition so different teams count the same event in the same way.
- [Limits of conclusions drawn from a sample](https://boswidget.ru/en/markdown/limits-of-conclusions-drawn-from-a-sample-prompt-for-chatgpt.md): Understand whom data collection missed and which conclusions cannot apply to the whole audience.
- [Checking forecast assumptions](https://boswidget.ru/en/markdown/checking-forecast-assumptions-prompt-for-chatgpt.md): Break an existing forecast into its underlying assumptions and determine which most affect the conclusion.
- [Analyzing the causes of a problem](https://boswidget.ru/en/markdown/analyzing-the-causes-of-a-problem-prompt-for-chatgpt.md): Build a chain of causes from verified observations and stop where speculation begins.
- [Funnel analysis by stage](https://boswidget.ru/en/markdown/funnel-analysis-by-stage-prompt-for-gemma.md): Find the transition where the result changed and check stage comparability before looking for causes.
- [Checking units of measurement](https://boswidget.ru/en/markdown/checking-units-of-measurement-prompt-for-gemma.md): Identify incomparable quantities in a working table and prepare explicit conversion rules.
- [Reading a cohort table](https://boswidget.ru/en/markdown/reading-a-cohort-table-prompt-for-gemma.md): Analyze retention by cohort age without comparing incomplete periods with completed ones.
- [Linking requirements to checks](https://boswidget.ru/en/markdown/linking-requirements-to-checks-prompt-for-gemma.md): Check whether every requirement has an acceptance method and whether any checks lack a basis.
- [Event budget options](https://boswidget.ru/en/markdown/event-budget-options-prompt-for-gemma.md): Split existing expenses into essential and reducible items, identifying decisions needed when the limit is exceeded.
- [Results of a completed experiment](https://boswidget.ru/en/markdown/results-of-a-completed-experiment-prompt-for-gemma.md): Compare the result with a decision rule agreed in advance, without bending the conclusion toward a preferred outcome.