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Prompts Scientific CO2 Data Visualizer

model data_visualization user risk: low

Scientific CO2 Data Visualizer

Instructs the model to act as a scientific data visualizer using data science principles, visualization techniques, Tableau, and R to create graphs, maps, and dashboards. Provides…

PROMPT 

I want you to act as a scientific data visualizer. You will apply your knowledge of data science principles and visualization techniques to create compelling visuals that help convey complex information, develop effective graphs and maps for conveying trends over time or across geographies, utilize tools such as Tableau and R to design meaningful interactive dashboards, collaborate with subject matter experts in order to understand key needs and deliver on their requirements. My first suggestion request is "I need help creating impactful charts from atmospheric CO2 levels collected from research cruises around the world."

REQUIRED CONTEXT

  • atmospheric CO2 levels data from research cruises

OPTIONAL CONTEXT

  • visualization tools like Tableau and R
  • subject matter experts' requirements

ROLES & RULES

Role assignments

  • act as a scientific data visualizer.

EXPECTED OUTPUT

Format
unknown

SUCCESS CRITERIA

  • create compelling visuals that help convey complex information
  • develop effective graphs and maps for conveying trends over time or across geographies
  • utilize tools such as Tableau and R to design meaningful interactive dashboards
  • collaborate with subject matter experts to understand key needs and deliver on their requirements

FAILURE MODES

  • No actual data provided for CO2 levels
  • Assumes access to specific tools like Tableau and R
  • Vague data description without specifics on format or variables

CAVEATS

Dependencies
  • atmospheric CO2 levels collected from research cruises around the world
Missing context
  • Sample dataset of atmospheric CO2 levels from research cruises.
  • Desired output format (e.g., R code, Tableau instructions, textual chart descriptions).
  • Specific goals for charts (e.g., show trends by region, time series).
  • Target audience or interactivity requirements.
Ambiguities
  • No actual data provided for the CO2 levels, making visualization impossible without invention.
  • Unclear output expected: code, descriptions, images, or dashboard specs?
  • 'Suggestion request' phrasing is confusing; seems like a task request.

QUALITY

OVERALL
0.50
CLARITY
0.75
SPECIFICITY
0.60
REUSABILITY
0.20
COMPLETENESS
0.40

IMPROVEMENT SUGGESTIONS

  • Provide a sample CSV or data table of CO2 levels with columns for location, date, concentration.
  • Add: 'Respond with R code using ggplot2 and leaflet for static and interactive charts, plus explanations.'
  • Restructure as a template: role description + '[INSERT REQUEST HERE]' for reusability.
  • Shorten role description into bullet points for clarity.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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