Develop a prompt strategy for AI to assist in environmental research data analysis.
Instruction: Explain how you would create a series of prompts that guide an AI model in analyzing and interpreting large datasets related to environmental research.
Context: This question assesses the candidate's ability to apply AI in scientific research, particularly in handling and making sense of complex datasets.
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I would keep the actual dataset in an approved analysis environment and use prompts to specify and interpret reproducible analyses. Pasting a large table into a prompt is not a reliable substitute for computation.
“Inspect the supplied schema and data dictionary. Identify variables, units, locations, observation times, missing-value codes and sampling changes. Ask for definitions that materially affect the analysis. Do not silently treat a missing observation as zero.”...