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Dataset_Metadata:
General_Information:
Title: "Concise and descriptive name of the dataset."
Description: "A brief summary explaining the dataset’s purpose, contents, and potential applications. Max 250 chars."
Creator: "Name of the individual or organization primarily responsible for creating the dataset."
DOI_or_Other_Identifiers: "A digital object identifier (DOI) or other unique identifiers if applicable."
Intended_Use:
Description: "For detailed descriptions of what the dataset is intended for, including specific use cases envisioned by the creators (training, finetuning, evaluating, etc.) and instruction on how to load/store and use the data, follow this link:"
Link: "URL to documentation or webpage."
Access_and_Usage:
Access_Rights: "Descriptions of who can access the data and under what conditions."
License:
Description: "Specific licensing information, select preferably from the list provided or use N/A if not found."
Choices:
- "GPL"
- "MIT"
- "Apache 2.0"
- "Creative Commons"
- "N/A"
Date_of_Publication: "When the dataset was made available."
Regulatory_Compliance: "Relevant compliance information if the data is subject to specific regulations (e.g., GDPR, HIPAA)."
Presence_of_PII:
Description: "Indicate the presence of Personally Identifiable Information (PII)."
Choices:
- "Yes"
- "No"
- "Cannot exclude"
Presence_of_copyrighted_material:
Description: "Indicate if there is any copyrighted material."
Choices:
- "Yes"
- "No"
- "Cannot exclude"
Technical_Specifications:
Format: "The file format(s) of the dataset (e.g., CSV, JSON)."
Language: "Primary language(s) of the dataset content, using ISO language codes."
Version: "Version of the dataset to track updates and changes."
Size: "The size of the dataset."
API_Access: "Information on how to access the dataset via APIs, if available."
Content_Specifics:
Subjects_Keywords: "A set of keywords or subjects describing the dataset’s focus, which aids in searchability and categorization."
Modality_ies:
Description: "Data modality included in the dataset."
Choices:
- "Text"
- "Video"
- "Audio"
- "Tabular"
- "Multimodal"
Temporal_Coverage: "Time period during which the data was collected."
Geographical_Coverage:
Description: "Specifies the geographic area the data pertains to. Providing more specific details is preferable if known."
Examples: "Global, America, Asia, Europe, Italy, China, Morocco."
Data_Quality_and_Methodology:
Data_Collection_Method: "Brief description of how the data was collected (e.g., survey, automated sensor)."
Data_Processing_Details: "Information on how the data was processed or transformed post-collection."
Quality_Control_Measures: "Description of steps taken to ensure data quality."
Evaluation_Protocols: "Standard procedures recommended for evaluating models trained on this dataset, which might include specific metrics or test environments."
Fairness_and_Bias: "Information on any efforts made to ensure the dataset is balanced or to identify and mitigate biases present in the data."
Provenance_and_Lineage:
Source: "Origin of the data, if derived from another dataset or source."
Related_Datasets: "Links or references to datasets that are related or used in conjunction with this dataset."
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