Update README.md

README.md

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----
-license: mit
----
+---
+license: mit
+task_categories:
+- text-classification
+language:
+- en
+tags:
+- writing
+pretty_name: PlotStructureClassification
+size_categories:
+- n<1K
+---
+
+# Dataset Card for PlotStructureClassification
+
+PlotStructureClassification is a dataset designed for text classification tasks, where the objective is to classify narrative descriptions into well-known plot structures (e.g., "The Hero's Journey," "Three-Act Structure"). Each entry contains a label (the plot structure) and a corresponding description of the structure. This dataset is curated to support models in understanding and categorizing narrative frameworks often used in literature and film.
+
+## Dataset Details
+
+### Dataset Description
+
+This dataset contains manually curated plot structure descriptions. Each entry includes a narrative label (e.g., "The Hero's Journey") and a brief explanation of the plot structure. The dataset aims to train models to classify narrative descriptions into their appropriate plot structure categories.
+
+- **Curated by:** Robert McNarland, McNarland Software Consultants
+- **Funded by [optional]:** None
+- **Shared by [optional]:** None
+- **Language(s) (NLP):** English
+- **License:** MIT
+
+### Dataset Sources [optional]
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+### Direct Use
+
+
+This dataset can be used to:
+
+- Train text classification models to identify plot structures based on descriptions.
+- Support research on narrative structures and the automatic detection of plot frameworks.
+- Enhance models designed for content creation, storytelling, or creative writing by recognizing core narrative patterns.
+
+### Out-of-Scope Use
+
+The dataset is not suitable for tasks unrelated to narrative or storytelling. It should not be used for tasks such as numerical prediction or classification unrelated to plot structure.
+
+## Dataset Structure
+
+Each instance in the dataset includes:
+
+label: The name of the plot structure (e.g., "The Hero's Journey").
+text: A description of the plot structure.
+Example:
+
+```json
+{
+  "label": "The Hero's Journey (Monomyth)",
+  "text": "A narrative arc where a hero ventures forth, faces trials, and returns transformed, often used in mythological stories."
+}
+```
+
+Data Fields
+- label (string): The plot structure label.
+- text (string): A description of the plot structure.
+
+Data Splits
+- Train: 70%
+- Validation: 15%
+- Test: 15%
+
+## Dataset Creation
+
+### Curation Rationale
+
+This dataset was created to assist in the development of models capable of classifying and understanding narrative structures. By focusing on well-known plot frameworks, the dataset supports research into storytelling techniques and narrative comprehension.
+
+### Source Data
+#### Data Collection and Processing
+
+The dataset was manually curated by summarizing well-known plot structures from books, films, and storytelling guides. Each entry was carefully reviewed to ensure consistency and accuracy.
+
+#### Who are the source data producers?
+
+The source data was drawn from storytelling and narrative studies, film analysis, and literary guides. The dataset was curated to focus on well-known structures that appear in a variety of media.
+
+### Annotations [optional]
+#### Annotation process
+
+The dataset was manually annotated, ensuring that the labels and descriptions aligned with well-defined narrative structures.
+
+#### Who are the annotators?
+
+Annotations were performed by individuals with experience in narrative analysis and storytelling frameworks.
+
+#### Personal and Sensitive Information
+
+This dataset does not contain any personal or sensitive information, as it focuses entirely on narrative structures from public sources.
+
+## Bias, Risks, and Limitations
+### Recommendations
+
+Users should be aware of potential biases in the types of narrative structures included. The dataset focuses on traditional Western storytelling frameworks, which may limit its applicability to non-Western or experimental storytelling techniques.
+
+## Citation [optional]
+
+**BibTeX:**
+
+```css
+@dataset{mcnarland2024plotstructure,
+  title={PlotStructureClassification},
+  author={Robert McNarland, McNarland Software Consultants},
+  year={2024},
+  publisher={Hugging Face},
+  howpublished={\url{https://huggingface.co/datasets/R3troR0b/PlotStructureClassification}},
+  license={MIT}
+}
+```
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Dataset Card Authors [optional]
+
+Robert McNarland, McNarland Software Consultants
+
+## Dataset Card Contact
+
+[More Information Needed]