graphtab-sample / README.md
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metadata
license: mit
source_datasets:
  - approximatelabs/tablib-v1-sample
task_categories:
  - tabular-to-graph
  - graph-learning
  - network-analysis
language:
  - en
configs:
  - config_name: default
    data_files:
      - split: part_1
        path: data/part_1-*
      - split: part_2
        path: data/part_2-*
      - split: part_3
        path: data/part_3-*
      - split: part_108
        path: data/part_108-*
      - split: part_109
        path: data/part_109-*
      - split: part_110
        path: data/part_110-*
      - split: part_111
        path: data/part_111-*
      - split: part_112
        path: data/part_112-*
      - split: part_113
        path: data/part_113-*
      - split: part_114
        path: data/part_114-*
      - split: part_115
        path: data/part_115-*
      - split: part_116
        path: data/part_116-*
      - split: part_117
        path: data/part_117-*
      - split: part_118
        path: data/part_118-*
      - split: part_119
        path: data/part_119-*
      - split: part_120
        path: data/part_120-*
      - split: part_121
        path: data/part_121-*
      - split: part_122
        path: data/part_122-*
      - split: part_123
        path: data/part_123-*
      - split: part_124
        path: data/part_124-*
      - split: part_125
        path: data/part_125-*
      - split: part_126
        path: data/part_126-*
      - split: part_127
        path: data/part_127-*
      - split: part_128
        path: data/part_128-*
      - split: part_129
        path: data/part_129-*
      - split: part_130
        path: data/part_130-*
      - split: part_131
        path: data/part_131-*
      - split: part_132
        path: data/part_132-*
      - split: part_133
        path: data/part_133-*
      - split: part_134
        path: data/part_134-*
      - split: part_135
        path: data/part_135-*
      - split: part_136
        path: data/part_136-*
      - split: part_137
        path: data/part_137-*
      - split: part_138
        path: data/part_138-*
      - split: part_139
        path: data/part_139-*
      - split: part_140
        path: data/part_140-*
      - split: part_141
        path: data/part_141-*
      - split: part_142
        path: data/part_142-*
      - split: part_143
        path: data/part_143-*
      - split: part_144
        path: data/part_144-*
      - split: part_145
        path: data/part_145-*
      - split: part_146
        path: data/part_146-*
      - split: part_147
        path: data/part_147-*
      - split: part_148
        path: data/part_148-*
      - split: part_149
        path: data/part_149-*
      - split: part_150
        path: data/part_150-*
      - split: part_151
        path: data/part_151-*
      - split: part_152
        path: data/part_152-*
      - split: part_153
        path: data/part_153-*
      - split: part_154
        path: data/part_154-*
      - split: part_155
        path: data/part_155-*
      - split: part_156
        path: data/part_156-*
dataset_info:
  features:
    - name: batch_id
      dtype: int64
    - name: table_id
      dtype: int64
    - name: reconstruction_id
      dtype: int64
    - name: graph_data
      dtype: string
    - name: column_names
      dtype: string
    - name: num_nodes
      dtype: int64
    - name: num_edges
      dtype: int64
    - name: serialization
      dtype: string
    - name: original_size
      dtype: int64
    - name: serialized_size
      dtype: int64
  splits:
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      num_examples: 2
    - name: part_2
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      num_examples: 1
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      num_examples: 1
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      num_examples: 119
    - name: part_123
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      num_examples: 221
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      num_examples: 251
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    - name: part_143
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      num_examples: 204
    - name: part_144
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      num_examples: 250
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      num_examples: 241
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    - name: part_150
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    - name: part_151
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    - name: part_152
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    - name: part_153
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    - name: part_154
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    - name: part_155
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      num_examples: 46
    - name: part_156
      num_bytes: 322176
      num_examples: 58
  download_size: 45545295
  dataset_size: 94863049

GraphTab Sample Dataset

This dataset contains tables from approximatelabs/tablib-v1-sample processed into graph representations.

Usage

from datasets import load_dataset
import graphtab

# Load the dataset
dataset = load_dataset("{full_repo_id}")

# Access a graph
graph_data = dataset['test'][0]

# Deserialize it
graph = graphtab.deserialize_graph(graph_data['graph_data'], graph_data['serialization'])

Citation

If you use this dataset, please cite both the original dataset and GraphTab.