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