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- ---
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- license: apache-2.0
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- language:
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- - en
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- tags:
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- - github
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- - issues
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- - npl
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- - huggingface
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- - text-classification
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- - semantic-search
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- pretty_name: This dataset contains GitHub issues (and their comments) collected from the
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- [huggingface/datasets](https://github.com/huggingface/datasets) public repository. It
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- was created as part of an NLP pipeline exercise to demonstrate data collection, augmentation,
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- semantic search, and transformers inference.
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- size_categories:
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- - 1K<n<10K
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- dataset_info:
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- features:
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- - name: url
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- dtype: large_string
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- - name: repository_url
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- dtype: large_string
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- - name: labels_url
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- dtype: large_string
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- - name: comments_url
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- dtype: large_string
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- - name: events_url
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- dtype: large_string
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- - name: html_url
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- dtype: large_string
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- - name: id
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- dtype: int64
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- - name: node_id
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- dtype: large_string
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- - name: number
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- dtype: int64
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- - name: title
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- dtype: large_string
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- - name: user
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- struct:
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- - name: avatar_url
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- dtype: string
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- - name: events_url
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- dtype: string
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- - name: followers_url
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- dtype: string
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- - name: following_url
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- dtype: string
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- - name: gists_url
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- dtype: string
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- - name: gravatar_id
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- dtype: string
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- - name: html_url
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- dtype: string
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- - name: id
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- dtype: int64
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- - name: login
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- dtype: string
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- - name: node_id
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- dtype: string
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- - name: organizations_url
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- dtype: string
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- - name: received_events_url
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- dtype: string
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- - name: repos_url
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- dtype: string
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- - name: site_admin
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- dtype: bool
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- - name: starred_url
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- dtype: string
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- - name: subscriptions_url
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- dtype: string
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- - name: type
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- dtype: string
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- - name: url
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- dtype: string
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- - name: user_view_type
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- dtype: string
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- - name: labels
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- list:
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- - name: color
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- dtype: string
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- - name: default
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- dtype: bool
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- - name: description
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- dtype: string
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- - name: id
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- dtype: int64
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- - name: name
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- dtype: string
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- - name: node_id
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- dtype: string
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- - name: url
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- dtype: string
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- - name: state
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- dtype: large_string
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- - name: locked
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- dtype: bool
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- - name: assignees
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- list:
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- - name: avatar_url
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- dtype: string
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- - name: events_url
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- dtype: string
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- - name: followers_url
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- dtype: string
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- - name: following_url
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- dtype: string
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- - name: gists_url
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- dtype: string
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- - name: gravatar_id
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- dtype: string
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- - name: html_url
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- dtype: string
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- - name: id
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- dtype: int64
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- - name: login
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- dtype: string
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- - name: node_id
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- dtype: string
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- - name: organizations_url
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- dtype: string
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- - name: received_events_url
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- dtype: string
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- - name: repos_url
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- dtype: string
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- - name: site_admin
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- dtype: bool
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- - name: starred_url
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- dtype: string
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- - name: subscriptions_url
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- dtype: string
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- - name: type
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- dtype: string
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- - name: url
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- dtype: string
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- - name: user_view_type
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- dtype: string
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- - name: milestone
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- struct:
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- - name: closed_at
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- dtype: string
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- - name: closed_issues
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- dtype: int64
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- - name: created_at
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- dtype: string
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- - name: creator
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- struct:
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- - name: avatar_url
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- dtype: string
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- - name: events_url
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- dtype: string
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- - name: followers_url
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- dtype: string
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- - name: following_url
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- dtype: string
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- - name: gists_url
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- dtype: string
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- - name: gravatar_id
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- dtype: string
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- - name: html_url
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- dtype: string
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- - name: id
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- dtype: int64
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- - name: login
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- dtype: string
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- - name: node_id
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- dtype: string
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- - name: organizations_url
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- dtype: string
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- - name: received_events_url
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- dtype: string
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- - name: repos_url
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- dtype: string
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- - name: site_admin
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- dtype: bool
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- - name: starred_url
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- dtype: string
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- - name: subscriptions_url
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- dtype: string
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- - name: type
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- dtype: string
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- - name: url
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- dtype: string
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- - name: user_view_type
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- dtype: string
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- - name: description
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- dtype: string
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- - name: due_on
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- dtype: string
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- - name: html_url
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- dtype: string
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- - name: id
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- dtype: int64
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- - name: labels_url
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- dtype: string
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- - name: node_id
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- dtype: string
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- - name: number
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- dtype: int64
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- - name: open_issues
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- dtype: int64
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- - name: state
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- dtype: string
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- - name: title
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- dtype: string
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- - name: updated_at
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- dtype: string
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- - name: url
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- dtype: string
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- - name: comments
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- list: string
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- - name: created_at
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- dtype: timestamp[us, tz=UTC]
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- - name: updated_at
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- dtype: timestamp[us, tz=UTC]
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- - name: closed_at
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- dtype: timestamp[us, tz=UTC]
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- - name: assignee
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- struct:
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- - name: avatar_url
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- dtype: string
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- - name: events_url
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- dtype: string
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- - name: followers_url
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- dtype: string
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- - name: following_url
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- dtype: string
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- - name: gists_url
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- dtype: string
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- - name: gravatar_id
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- dtype: string
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- - name: html_url
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- dtype: string
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- - name: id
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- dtype: int64
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- - name: login
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- dtype: string
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- - name: node_id
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- dtype: string
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- - name: organizations_url
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- dtype: string
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- - name: received_events_url
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- dtype: string
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- - name: repos_url
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- dtype: string
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- - name: site_admin
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- dtype: bool
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- - name: starred_url
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- dtype: string
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- - name: subscriptions_url
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- dtype: string
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- - name: type
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- dtype: string
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- - name: url
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- dtype: string
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- - name: user_view_type
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- dtype: string
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- - name: author_association
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- dtype: large_string
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- - name: issue_field_values
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- list: 'null'
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- - name: type
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- dtype: float64
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- - name: active_lock_reason
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- dtype: float64
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- - name: draft
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- dtype: float64
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- - name: pull_request
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- struct:
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- - name: diff_url
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- dtype: string
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- - name: html_url
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- dtype: string
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- - name: merged_at
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- dtype: string
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- - name: patch_url
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- dtype: string
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- - name: url
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- dtype: string
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- - name: body
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- dtype: large_string
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- - name: closed_by
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- struct:
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- - name: avatar_url
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- dtype: string
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- - name: events_url
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- dtype: string
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- - name: followers_url
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- dtype: string
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- - name: following_url
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- dtype: string
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- - name: gists_url
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- dtype: string
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- - name: gravatar_id
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- dtype: string
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- - name: html_url
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- dtype: string
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- - name: id
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- dtype: int64
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- - name: login
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- dtype: string
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- - name: node_id
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- dtype: string
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- - name: organizations_url
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- dtype: string
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- - name: received_events_url
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- dtype: string
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- - name: repos_url
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- dtype: string
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- - name: site_admin
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- dtype: bool
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- - name: starred_url
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- dtype: string
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- - name: subscriptions_url
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- dtype: string
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- - name: type
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- dtype: string
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- - name: url
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- dtype: string
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- - name: user_view_type
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- dtype: string
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- - name: reactions
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- struct:
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- - name: '+1'
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- dtype: int64
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- - name: '-1'
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- dtype: int64
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- - name: confused
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- dtype: int64
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- - name: eyes
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- dtype: int64
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- - name: heart
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- dtype: int64
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- - name: hooray
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- dtype: int64
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- - name: laugh
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- dtype: int64
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- - name: rocket
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- dtype: int64
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- - name: total_count
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- dtype: int64
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- - name: url
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- dtype: string
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- - name: timeline_url
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- dtype: large_string
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- - name: performed_via_github_app
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- dtype: float64
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- - name: state_reason
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- dtype: large_string
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- - name: sub_issues_summary
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- struct:
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- - name: completed
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- dtype: int64
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- - name: percent_completed
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- dtype: int64
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- - name: total
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- dtype: int64
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- - name: issue_dependencies_summary
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- struct:
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- - name: blocked_by
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- dtype: int64
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- - name: blocking
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- dtype: int64
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- - name: total_blocked_by
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- dtype: int64
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- - name: total_blocking
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- dtype: int64
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- - name: pinned_comment
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- dtype: float64
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- - name: is_Pull_request
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- dtype: large_string
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- splits:
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- - name: train
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- num_bytes: 50319693
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- num_examples: 7972
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- download_size: 38960233
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- dataset_size: 50319693
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- configs:
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- - config_name: default
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- data_files:
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- - split: train
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- path: data/train-*
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- ---
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- annotations_creators:
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- - found
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- language_creators:
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- - found
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- multilinguality:
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- - monolingual
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- source_datasets:
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- - original
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- task_categories:
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- - text-classification
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- - feature-extraction
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- task_ids:
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- - sentiment-analysis
 
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+ Here to put :
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+ Document data collection process.
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+ Identify compliance with applicable legislation/codes and your organisational policy alignment.
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+ Identify any risks; propose any required corrective action or possible future mitigation steps.
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+ Store dataset, notebook(s), and outputs according to organisational policies; document locations and versioning.