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trainMd
/
splink-dataset

Modalities:
Tabular
Text
Formats:
parquet
Languages:
Vietnamese
Size:
100K - 1M
Tags:
entity-resolution
record-linkage
splink
Synthetic
vietnamese
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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1
trainMd commited on
Commit
3e95464
·
verified ·
1 Parent(s): 2f4ae0c

Publish Vietnamese business ER dataset v1.0.0

Browse files
Files changed (9) hide show
  1. canonical/canonical_entities/canonical_entities_train.parquet +2 -2
  2. evaluation/all_positive_pairs/all_positive_pairs_train.parquet +2 -2
  3. evaluation/record_generation_metadata/record_generation_metadata_train.parquet +2 -2
  4. metadata/dataset_metadata.json +7 -7
  5. metadata/dataset_quality_report.csv +23 -23
  6. observed/business_registry/business_registry_train.parquet +2 -2
  7. observed/inspection_record/inspection_record_train.parquet +2 -2
  8. observed/observed_records/observed_records_train.parquet +2 -2
  9. observed/tax_registry/tax_registry_train.parquet +2 -2
canonical/canonical_entities/canonical_entities_train.parquet CHANGED
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evaluation/record_generation_metadata/record_generation_metadata_train.parquet CHANGED
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metadata/dataset_metadata.json CHANGED
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  },
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- "semantic_only": 0.40925,
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- "lexical": 0.38608333333333333,
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- "positive_mixed_hard": 0.13644444444444445
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  "legal_to_trade_vi": 0.22,
@@ -38,7 +38,7 @@
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  "negative_same_representative": 0.01,
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  "negative_parent_branch": 0.012
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- "lexical_proxy_positive_recall": 0.7501388888888889,
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  "positive_pair_type_shares": {
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  },
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  "semantic_subtype_weights": {
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  "legal_to_trade_vi": 0.22,
 
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  "negative_same_representative": 0.01,
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  "negative_parent_branch": 0.012
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metadata/dataset_quality_report.csv CHANGED
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  total_entities,all,12000.0
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  total_records,all,36000.0
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  records_per_entity,all,3.0
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  entity_split_share,train,0.7
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  entity_split_share,validation,0.15025
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  entity_split_share,test,0.14975
@@ -10,31 +10,31 @@ records_by_source,business_registry,12000.0
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  records_by_source,tax_registry,12000.0
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  records_by_source,inspection_record,12000.0
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  missingness,business_name,0.0
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- missingness,tax_code,0.24041666666666667
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- positive_pair_type_share,positive_lexical,0.5907222222222223
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- positive_pair_type_share,positive_semantic_only,0.2728333333333333
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- positive_pair_type_share,positive_mixed_hard,0.13644444444444445
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- semantic_subtype_share,legal_to_trade_vi,0.21989955205646802
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- semantic_subtype_share,legal_to_trade_en,0.18012759603637846
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- semantic_lexical_proxy_recall,name_industry_joint,0.3563348416289593
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- semantic_lexical_proxy_recall,translation_vi_en,0.41998060135790494
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  hard_negative_pair_count,negative_same_domain_diff_brand,1290.0
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  hard_negative_pair_count,negative_lexical_hard,870.0
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  hard_negative_pair_count,negative_same_address,870.0
 
2
  total_entities,all,12000.0
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  total_records,all,36000.0
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  records_per_entity,all,3.0
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+ lexical_proxy_positive_recall,all,0.8783055555555556
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  entity_split_share,train,0.7
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  entity_split_share,validation,0.15025
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  entity_split_share,test,0.14975
 
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  records_by_source,tax_registry,12000.0
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  records_by_source,inspection_record,12000.0
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  missingness,business_name,0.0
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+ missingness,tax_code,0.1738611111111111
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+ positive_pair_type_share,positive_semantic_only,0.13333333333333333
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  semantic_name_lexical_median,full_context,0.42857142857142855
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+ semantic_lexical_proxy_recall,full_context,0.3900462962962963
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+ semantic_name_lexical_median,legal_to_trade_en,0.39547661640684895
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+ semantic_lexical_proxy_recall,legal_to_trade_en,0.4050925925925926
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  semantic_name_lexical_median,legal_to_trade_vi,0.4
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+ semantic_lexical_proxy_recall,legal_to_trade_vi,0.3838383838383838
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  hard_negative_pair_count,negative_same_domain_diff_brand,1290.0
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  hard_negative_pair_count,negative_lexical_hard,870.0
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