matteoangeloni/db_prompt_educational_for_teachers

Dataset Card for Prompt Educational for Teachers

This dataset contains a synthetic but structured collection of educational prompts, designed for teachers and students in secondary and high school.
It was created starting from initial real examples of classroom prompts, then expanded and standardized to provide a coherent format suitable for experimentation, filtering, and re-use.

Dataset Details

Dataset Sources

• Repository: Hugging Face Hub (this dataset)

Uses

Direct Use

• Teacher training workshops
• Classroom experimentation with generative AI
• Creation of worksheets and printable handouts
• Filtering and evaluation of prompts in AI-assisted learning

Out-of-Scope Use

• Not suitable for personal/sensitive student data
• Not intended for high-stakes educational assessment

Dataset Structure

Each row in the dataset contains:

• ID: Unique identifier (e.g., P01, P02…)
• Title: Short descriptive title
• Category: Subject area (Mathematics, Science, Literature, Coding, etc.)
• Input Prompt: Instruction or question provided
• Output Expectation: The expected type of response

Dataset Creation

Curation Rationale

The dataset was created to provide educators with ready-to-use prompts and examples for AI-assisted learning, while ensuring safety by avoiding real student data.

Source Data

Data Collection and Processing

The prompts were inspired by early classroom practices and adapted into a synthetic dataset with standardized metadata fields.

Who are the source data producers?

Educators and researchers in educational technology.

Annotations

No additional annotations.

Personal and Sensitive Information

This dataset does not contain personal or sensitive data. Prompts are synthetic and generalized.

Bias, Risks, and Limitations

• Content is limited to initial 30 prompts; expansion needed for broader coverage.
• The dataset may reflect biases in subject selection (e.g., STEM focus).

Recommendations

Users should treat this dataset as a didactic prototype, not as a comprehensive repository of educational prompts.

Citation

If you use this dataset, please cite as:

APA
Angeloni, M. (2025). Prompt Educational for Teachers [Dataset]. Hugging Face.

BibTeX

@dataset{angeloni2025prompts,
  author = {Matteo Angeloni},
  title = {Prompt Educational for Teachers},
  year = {2025},
  publisher = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/matteoangeloni/db_prompt_educational_for_teachers}}
}