--- license: apache-2.0 tags: - addresses - text dataset_info: features: - name: address dtype: string - name: components sequence: string - name: compressed sequence: sequence: string - name: mutations struct: - name: MUNICIPALITY__MUTATION__NEGATIVE dtype: string - name: MUNICIPALITY__MUTATION__POSITIVE dtype: string - name: POSTAL_CODE__MUTATION__NEGATIVE dtype: string - name: POSTAL_CODE__MUTATION__POSITIVE dtype: string - name: POSTAL_CODE__REMOVAL__POSITIVE dtype: string - name: PROVINCE__MUTATION__NEGATIVE dtype: string - name: PROVINCE__MUTATION__POSITIVE dtype: string - name: PROVINCE__REMOVAL__POSITIVE dtype: string - name: STREET_NAME__MUTATION__NEGATIVE dtype: string - name: STREET_NAME__MUTATION__POSITIVE dtype: string - name: STREET_NAME__SWAP__NEGATIVE dtype: string - name: STREET_NAME__SWAP__POSITIVE dtype: string - name: STREET_NUMBER__MUTATION__NEGATIVE dtype: string - name: UNIT__MUTATION__NEGATIVE dtype: string - name: UNIT__MUTATION__POSITIVE dtype: string - name: mutated_address dtype: string - name: label dtype: string splits: - name: train num_bytes: 1935013670 num_examples: 4517388 - name: validation num_bytes: 414709629 num_examples: 968012 - name: test num_bytes: 414636298 num_examples: 968012 download_size: 907533903 dataset_size: 2764359597 configs: - config_name: default data_files: - split: train path: data/train-* - split: validation path: data/validation-* - split: test path: data/test-* pretty_name: Deepparse Address Mutations task_categories: - sentence-similarity language: - en --- # DeepParse Address Mutations (up to 3 mutations) This dataset, `deepparse_address_mutations_comb_3`, provides a robust collection of address mutations designed to improve address matching tasks derived from the [Deepparse Address Dataset](https://github.com/GRAAL-Research/deepparse-address-data). The dataset was generated using combinations of mutators applied to 100,000 annotated addresses, creating variations that simulate real-world inconsistencies, typos, and formatting differences. ## Dataset Details ### Mutation Process The mutations were applied by combining up to three mutators per address. These mutators fall into two broad categories and can be applied to any of the input fields of `StreetNumber`, `StreetName`, `Municipality`, `Province`, `Unit`, `PostalCode`, `Orientation`, `GeneralDelivery`: 1. **Positive Mutations**: Variations that maintain semantic correctness or equivalence. 2. **Negative Mutations**: Errors that simulate real-world inconsistencies. To capture a more nuanced mutation structure, the process adopted a mapping of deepparse values to mutation values. In applying these, there was some loss of mutation lineage in the mutations map if two mutations shared a key; this is mostly for debugging, so it should be tolerable and not impact training. | token | mutation_name | |-----------------|-----------------------------------------------------------| | StreetNumber | STREET_NUMBER | | StreetName | STREET_NAME, STREET_NAME_QUALIFER, STREET_NAME_DIRECTION | | Municipality | MUNICIPALITY | | Province | PROVINCE | | Unit | UNIT | | Orientation | ORIENTATION | | GeneralDelivery | GENERAL_DELIVERY | | PostalCode | POSTAL_CODE | This dataset, divided into training, validation, and testing subsets, was created by sampling 15% of the resulting variants. --- ## Mutation Counts
Click to view mutation counts |mutations |count | |------------------------------------------------------------------------------------------------------------|------| |['STREET_NAME__MUTATION__POSITIVE'] |243467| |['PROVINCE__MUTATION__NEGATIVE'] |238329| |['STREET_NAME__MUTATION__NEGATIVE'] |238089| |['MUNICIPALITY__MUTATION__NEGATIVE'] |238062| |['STREET_NAME__SWAP__NEGATIVE'] |237863| |['POSTAL_CODE__MUTATION__NEGATIVE'] |237682| |['STREET_NUMBER__MUTATION__NEGATIVE'] |204515| |['POSTAL_CODE__REMOVAL__POSITIVE'] |154431| |['POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |152127| |['MUNICIPALITY__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |123854| |['POSTAL_CODE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |123354| |['PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |122815| |['PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |122421| |['STREET_NAME__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |122166| |['STREET_NAME__SWAP__POSITIVE'] |109251| |['PROVINCE__REMOVAL__POSITIVE'] |98062 | |['POSTAL_CODE__MUTATION__POSITIVE'] |98021 | |['MUNICIPALITY__MUTATION__POSITIVE'] |97841 | |['PROVINCE__MUTATION__POSITIVE'] |97292 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |89509 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE'] |89440 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |89337 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'POSTAL_CODE__MUTATION__NEGATIVE'] |89326 | |['STREET_NAME__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |89268 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE'] |89260 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |89216 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE'] |89082 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE'] |89062 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE'] |88820 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |82758 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |78874 | |['STREET_NAME__SWAP__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |78772 | |['STREET_NAME__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |78575 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |78348 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |78315 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE'] |71704 | |['POSTAL_CODE__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE'] |71457 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'PROVINCE__MUTATION__POSITIVE'] |71158 | |['MUNICIPALITY__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |65319 | |['PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |64804 | |['POSTAL_CODE__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |64713 | |['PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |64321 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE'] |56857 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE'] |56803 | |['PROVINCE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE'] |56265 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE'] |56241 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__MUTATION__POSITIVE'] |56219 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE'] |56173 | |['PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |30181 | |['PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |29527 | |['POSTAL_CODE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |29403 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |29331 | |['POSTAL_CODE__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28828 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28809 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28736 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28660 | |['PROVINCE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28553 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28542 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28507 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28451 | |['MUNICIPALITY__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |28201 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE'] |28173 | |['UNIT__MUTATION__NEGATIVE'] |24988 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17823 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17766 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17725 | |['PROVINCE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17647 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17600 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17584 | |['POSTAL_CODE__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17557 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17549 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE'] |17461 | |['STREET_NAME__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |16008 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |15170 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE'] |15165 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |15156 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE'] |15151 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE'] |15128 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE'] |15103 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE'] |15032 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'POSTAL_CODE__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE'] |15025 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE'] |14960 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE'] |14944 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |14897 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |14892 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |14880 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE'] |14870 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE', 'PROVINCE__MUTATION__POSITIVE'] |14824 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE'] |14790 | |['POSTAL_CODE__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE', 'PROVINCE__MUTATION__POSITIVE'] |14752 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE']|13575 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |13450 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |13446 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |13406 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |13380 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |13366 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |13356 | |['STREET_NAME__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |13353 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE']|13324 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE'] |13320 | |['PROVINCE__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |11469 | |['STREET_NUMBER__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |11390 | |['STREET_NAME__SWAP__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |11342 | |['STREET_NAME__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |11330 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |11312 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |11238 | |['UNIT__MUTATION__POSITIVE'] |10356 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |9693 | |['STREET_NAME__SWAP__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |7906 | |['MUNICIPALITY__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |7262 | |['PROVINCE__REMOVAL__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |7243 | |['POSTAL_CODE__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |7179 | |['PROVINCE__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |7068 | |['PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |4674 | |['POSTAL_CODE__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |4582 | |['MUNICIPALITY__MUTATION__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |4554 | |['PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |4541 | |['STREET_NAME__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |4395 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |4393 | |['PROVINCE__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2759 | |['MUNICIPALITY__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2756 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2755 | |['PROVINCE__REMOVAL__POSITIVE', 'STREET_NAME__SWAP__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2711 | |['POSTAL_CODE__MUTATION__POSITIVE', 'STREET_NAME__SWAP__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2695 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2546 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2503 | |['PROVINCE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2448 | |['POSTAL_CODE__REMOVAL__POSITIVE', 'PROVINCE__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2407 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__MUTATION__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2403 | |['MUNICIPALITY__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2392 | |['POSTAL_CODE__MUTATION__POSITIVE', 'POSTAL_CODE__REMOVAL__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2387 | |['MUNICIPALITY__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2382 | |['POSTAL_CODE__MUTATION__POSITIVE', 'PROVINCE__REMOVAL__POSITIVE', 'UNIT__MUTATION__POSITIVE'] |2376 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2369 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2347 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'PROVINCE__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2317 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2298 | |['STREET_NAME__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2287 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2283 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2265 | |['STREET_NAME__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2260 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2252 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2248 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2240 | |['MUNICIPALITY__MUTATION__NEGATIVE', 'POSTAL_CODE__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2219 | |['PROVINCE__MUTATION__NEGATIVE', 'STREET_NAME__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2216 | |['STREET_NAME__SWAP__NEGATIVE', 'STREET_NUMBER__MUTATION__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2206 | |['POSTAL_CODE__MUTATION__NEGATIVE', 'STREET_NAME__SWAP__NEGATIVE', 'UNIT__MUTATION__NEGATIVE'] |2195 |
--- ## Usage ### Loading the Dataset You can load this dataset in Python using the `datasets` library from Hugging Face: ```python from datasets import load_dataset dataset = load_dataset("jarredparrett/deepparse_address_mutations_comb_3")