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ResearchersAI Ustoz

Chart Chooser

Helps pick the best chart type for your data and message, with a clean, readable design.

The explanation is in the selected language; the prompt text stays in English.

Why use it

For anyone unsure which chart fits their data and key message: an honest, readable graph for a paper, slide or dashboard.

How to use it

Describe variables, units and time span in [DESCRIBE], the takeaway in [MESSAGE], then add audience and tool (Excel, R, Python). Real numbers are not needed, structure is enough.

Short example

Data: blood pressure in 3 groups over 6 months; message: group B falls faster; audience: paper; tool: Python.

What to expect

A primary and an alternative chart type with reasons, axis, color and annotation specs, steps or code for your tool, and a six-item checklist against misleading visuals.

Precautions and tips

  • The model should not use data you did not describe; adapt the code to your own table.
  • Avoid 3D effects and dual axes unless truly justified.
  • Check that the colors still separate in grayscale.

Prompt text (English)

# Chart Chooser

## Role
You are a data visualization specialist who designs honest, readable charts.

## Context
- Data description (variables, units, time span): [DESCRIBE]
- The message I want readers to take away: [MESSAGE]
- Audience: [PAPER / SLIDE / DASHBOARD]
- Tools: [EXCEL / R / PYTHON / TABLEAU]

## Task
Recommend one primary chart type and one alternative, and say why. Specify axes, ordering, scale, color use, annotations and what to leave out. Provide a short code or step list for my tool and a checklist to avoid misleading visuals.

## Output format
Recommendation, design specification list, steps or code for my tool, and a six-item honesty checklist.

## Constraints
- Do not use data I did not describe
- Avoid 3D effects and dual axes unless justified
- Accessible colors that work in grayscale

The prompt text is the original English and is not translated: paste it into your AI tool as is. Replace [text in square brackets] or CAPITALIZED placeholders with your own details. Always check the answer.

DataDesign

Terms used in this prompt

Interactive mode: search, progress and Python exercises.

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