| 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-* | |
| - split: part_157 | |
| path: data/part_157-* | |
| - split: part_158 | |
| path: data/part_158-* | |
| - split: part_159 | |
| path: data/part_159-* | |
| - split: part_160 | |
| path: data/part_160-* | |
| - split: part_161 | |
| path: data/part_161-* | |
| - split: part_162 | |
| path: data/part_162-* | |
| - split: part_163 | |
| path: data/part_163-* | |
| - split: part_164 | |
| path: data/part_164-* | |
| - split: part_165 | |
| path: data/part_165-* | |
| - split: part_166 | |
| path: data/part_166-* | |
| - split: part_167 | |
| path: data/part_167-* | |
| - split: part_168 | |
| path: data/part_168-* | |
| - split: part_169 | |
| path: data/part_169-* | |
| - split: part_170 | |
| path: data/part_170-* | |
| - split: part_171 | |
| path: data/part_171-* | |
| - split: part_172 | |
| path: data/part_172-* | |
| - split: part_173 | |
| path: data/part_173-* | |
| - split: part_174 | |
| path: data/part_174-* | |
| - split: part_175 | |
| path: data/part_175-* | |
| - split: part_176 | |
| path: data/part_176-* | |
| - split: part_177 | |
| path: data/part_177-* | |
| - split: part_178 | |
| path: data/part_178-* | |
| - split: part_179 | |
| path: data/part_179-* | |
| - split: part_180 | |
| path: data/part_180-* | |
| - split: part_181 | |
| path: data/part_181-* | |
| - split: part_182 | |
| path: data/part_182-* | |
| - split: part_183 | |
| path: data/part_183-* | |
| - split: part_184 | |
| path: data/part_184-* | |
| - split: part_185 | |
| path: data/part_185-* | |
| - split: part_186 | |
| path: data/part_186-* | |
| - split: part_187 | |
| 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-* | |
| - split: part_204 | |
| path: data/part_204-* | |
| - split: part_205 | |
| path: data/part_205-* | |
| - split: part_206 | |
| path: data/part_206-* | |
| - split: part_207 | |
| path: data/part_207-* | |
| - split: part_208 | |
| path: data/part_208-* | |
| - split: part_209 | |
| path: data/part_209-* | |
| - split: part_210 | |
| path: data/part_210-* | |
| - split: part_211 | |
| path: data/part_211-* | |
| - split: part_212 | |
| path: data/part_212-* | |
| - split: part_213 | |
| path: data/part_213-* | |
| - 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 | |
| splits: | |
| - name: part_1 | |
| num_bytes: 2664 | |
| num_examples: 2 | |
| - name: part_2 | |
| num_bytes: 228 | |
| num_examples: 1 | |
| - name: part_3 | |
| num_bytes: 1423 | |
| num_examples: 1 | |
| - name: part_108 | |
| num_bytes: 6997759 | |
| num_examples: 251 | |
| - name: part_109 | |
| num_bytes: 1121365 | |
| num_examples: 224 | |
| - name: part_110 | |
| num_bytes: 5103770 | |
| num_examples: 288 | |
| - name: part_111 | |
| num_bytes: 5692103 | |
| num_examples: 196 | |
| - name: part_112 | |
| num_bytes: 933309 | |
| num_examples: 255 | |
| - name: part_113 | |
| num_bytes: 2805991 | |
| num_examples: 264 | |
| - name: part_114 | |
| num_bytes: 2731955 | |
| num_examples: 239 | |
| - name: part_115 | |
| num_bytes: 6089718 | |
| num_examples: 244 | |
| - name: part_116 | |
| num_bytes: 1910196 | |
| num_examples: 235 | |
| - name: part_117 | |
| num_bytes: 240283 | |
| num_examples: 55 | |
| - name: part_118 | |
| num_bytes: 195868 | |
| num_examples: 47 | |
| - name: part_119 | |
| num_bytes: 444131 | |
| num_examples: 48 | |
| - name: part_120 | |
| num_bytes: 330972 | |
| num_examples: 50 | |
| - name: part_121 | |
| num_bytes: 442160 | |
| num_examples: 54 | |
| - name: part_122 | |
| num_bytes: 852139 | |
| num_examples: 119 | |
| - name: part_123 | |
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| - name: part_124 | |
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| num_examples: 263 | |
| - name: part_125 | |
| num_bytes: 1983475 | |
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| - name: part_126 | |
| num_bytes: 1420040 | |
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| - name: part_127 | |
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| - name: part_128 | |
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| - name: part_129 | |
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| - name: part_130 | |
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| - name: part_131 | |
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| - name: part_132 | |
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| - name: part_133 | |
| num_bytes: 2703180 | |
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| - name: part_134 | |
| num_bytes: 342677 | |
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| - name: part_135 | |
| num_bytes: 561357 | |
| num_examples: 72 | |
| - name: part_136 | |
| num_bytes: 279481 | |
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| - name: part_137 | |
| num_bytes: 306833 | |
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| - name: part_138 | |
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| - name: part_139 | |
| num_bytes: 430217 | |
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| - name: part_140 | |
| num_bytes: 618556 | |
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| - name: part_141 | |
| num_bytes: 2816923 | |
| num_examples: 280 | |
| - name: part_142 | |
| num_bytes: 5732007 | |
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| - name: part_143 | |
| num_bytes: 1608351 | |
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| - name: part_144 | |
| num_bytes: 2452147 | |
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| - name: part_145 | |
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| - name: part_146 | |
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| - name: part_147 | |
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| - name: part_167 | |
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| - name: part_174 | |
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| - name: part_175 | |
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| - name: part_176 | |
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| - name: part_177 | |
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| - name: part_197 | |
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| - name: part_204 | |
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| - name: part_205 | |
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| - name: part_206 | |
| num_bytes: 250085 | |
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| - name: part_207 | |
| num_bytes: 205182 | |
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| - name: part_208 | |
| num_bytes: 1525269 | |
| num_examples: 255 | |
| - name: part_209 | |
| num_bytes: 11102861 | |
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| - name: part_210 | |
| num_bytes: 32042560 | |
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| - name: part_211 | |
| num_bytes: 4206004 | |
| num_examples: 295 | |
| - name: part_212 | |
| num_bytes: 1707780 | |
| num_examples: 242 | |
| - name: part_213 | |
| num_bytes: 4610005 | |
| num_examples: 272 | |
| - name: part_214 | |
| num_bytes: 3530291 | |
| num_examples: 224 | |
| - name: part_215 | |
| num_bytes: 2185248 | |
| num_examples: 250 | |
| - name: part_216 | |
| num_bytes: 12058717 | |
| num_examples: 266 | |
| download_size: 132156741 | |
| dataset_size: 341073612 | |
| # GraphTab Sample Dataset | |
| This dataset contains tables from `approximatelabs/tablib-v1-sample` processed into graph representations. | |
| ## Usage | |
| ```python | |
| 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. | |