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README.md
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dtype: bool
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---
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# Toloker Graph: Interaction of Crowd Annotators
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## Dataset Description
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- **Homepage:** <https://github.com/Toloka/TolokerGraph>
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- **Repository:** <https://github.com/Toloka/TolokerGraph>
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- **Point of Contact:** @dustalov
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### Dataset Summary
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This repository contains a graph representing interactions between crowd annotators on a project labeled on the [Toloka](https://toloka.ai/) crowdsourcing platform (see the [Toloka overview](https://toloka.ai/en/docs/guide/concepts/overview) for the details on the used terminology).
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The graph contains 11,759 nodes and 519,000 edges. Each node represents an individual annotator; nodes are provided with four numerical and three categorical features. An edge is drawn between a pair of annotators if they annotated the same task. Also, each node is provided with a label showing whether the annotator was banned on this project, or not.
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### Nodes
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Nodes are stored in the [nodes.tsv](nodes.tsv) file in the TSV format of the following structure:
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- `id`: unique identifier of the annotator
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- `approved_rate`: percentage of the approved labels of this annotator
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- `skipped_rate`: percentage of the skipped tasks of this annotator
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- `expired_rate`: percentage of the expired tasks of this annotator
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- `rejected_rate`: percentage of the rejected labels of this annotator
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- `education`: level of education as self-reported by this annotator (`none`, `basic`, `middle`, `high`)
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- `english_profile`: knowledge of English as self-reported by this annotator (`0` for no, `1` for yes)
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- `english_tested`: whether the annotator passed the Toloka language test for English (`0` for no, `1` for yes)
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- `banned`: whether the annotator was banned on this project (`0` for no, `1` for yes)
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The `*_rate` attributes should sum up to 1.
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### Edges
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Edges are stored in the [edges.tsv](edges.tsv) file in the TSV format of the following structure:
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- `source`: source identifier of the annotator
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- `target`: target identifier of the annotator
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As the graph is undirected, `source` and `target` can be interchanged for the given pair of nodes.
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## Copyright
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Licensed under the Creative Commons Attribution 4.0 License. See LICENSE file for more details.
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