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deepparse_address_mutations_comb_3

Tasks:
Sentence Similarity
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Languages:
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1M - 10M
Tags:
addresses
text
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deepparse_address_mutations_comb_3 / README.md
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metadata
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. 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:

from datasets import load_dataset

dataset = load_dataset("jarredparrett/deepparse_address_mutations_comb_3")