graphtab-sample / README.md
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Upload processed GraphTab dataset (266 items)
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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-*
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        path: data/part_115-*
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        path: data/part_116-*
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        path: data/part_117-*
      - split: part_118
        path: data/part_118-*
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        path: data/part_119-*
      - split: part_120
        path: data/part_120-*
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        path: data/part_121-*
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        path: data/part_122-*
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        path: data/part_123-*
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        path: data/part_124-*
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        path: data/part_125-*
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        path: data/part_126-*
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        path: data/part_127-*
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        path: data/part_139-*
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        path: data/part_140-*
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        path: data/part_141-*
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        path: data/part_151-*
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        path: data/part_157-*
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        path: data/part_178-*
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        path: data/part_179-*
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        path: data/part_182-*
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        path: data/part_183-*
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        path: data/part_184-*
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        path: data/part_185-*
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        path: data/part_186-*
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        path: data/part_187-*
      - split: part_188
        path: data/part_188-*
      - split: part_189
        path: data/part_189-*
      - split: part_190
        path: data/part_190-*
      - split: part_191
        path: data/part_191-*
      - split: part_192
        path: data/part_192-*
      - split: part_193
        path: data/part_193-*
      - split: part_194
        path: data/part_194-*
      - split: part_195
        path: data/part_195-*
      - split: part_196
        path: data/part_196-*
      - split: part_197
        path: data/part_197-*
      - split: part_198
        path: data/part_198-*
      - split: part_199
        path: data/part_199-*
      - split: part_200
        path: data/part_200-*
      - split: part_201
        path: data/part_201-*
      - split: part_202
        path: data/part_202-*
      - split: part_203
        path: data/part_203-*
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        path: data/part_204-*
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        path: data/part_205-*
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        path: data/part_206-*
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      - split: part_214
        path: data/part_214-*
      - split: part_215
        path: data/part_215-*
      - split: part_216
        path: data/part_216-*
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
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  download_size: 132156741
  dataset_size: 341073612

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.