address
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dict | mutated_address
stringlengths 12
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12737 chesdin landng dr chesterfield va 23838 | [
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6080 norh oak trafficway gladstone mo 64118 | [
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4500 n flagler dr west palm beach fl 33407 | [
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1719 wallstreet cir indianapolis in 46234 | [
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110 chadbury dr dunn north carolina 28334 | [
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"MUNICIPALITY__MUTATION__POSITIVE": "wInston-salem",
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": "27127-8444",
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": "s main jction",
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 4630 s main jction wInston-salem nc 27127-8444 | 1 |
1325 middleford road catonsville md 21228 | [
"StreetNumber",
"StreetName",
"StreetName",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"1325"
],
[
"StreetName",
"middleford road"
],
[
"Municipality",
"catonsville"
],
[
"Province",
"md"
],
[
"PostalCode",
"21228"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": "Paula Port jctns",
"STREET_NAME__MUTATION__POSITIVE": null,
"STREET_NAME__SWAP__NEGATIVE": "Kathleen Way rvr",
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": "1329",
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 1329 Kathleen Way rvr catonsville md 21228 | 0 |
100 hall stre watertown wi 53094 | [
"StreetNumber",
"StreetName",
"StreetName",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"100"
],
[
"StreetName",
"hall stre"
],
[
"Municipality",
"watertown"
],
[
"Province",
"wi"
],
[
"PostalCode",
"53094"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": "Wisconsin",
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": "hall syre",
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 100 hall syre watertown Wisconsin 53094 | 1 |
52 armstrong ave providence r. i 02903 | [
"StreetNumber",
"StreetName",
"StreetName",
"Municipality",
"Province",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"52"
],
[
"StreetName",
"armstrong ave"
],
[
"Municipality",
"providence"
],
[
"Province",
"r. i"
],
[
"PostalCode",
"02903"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": "",
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": null,
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 52 armstrong ave providence 02903 | 1 |
350 k st san diego ca 92101 | [
"StreetNumber",
"StreetName",
"StreetName",
"Municipality",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"350"
],
[
"StreetName",
"k st"
],
[
"Municipality",
"san diego"
],
[
"Province",
"ca"
],
[
"PostalCode",
"92101"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": "55522",
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": null,
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": "354",
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 354 k st san diego ca 55522 | 0 |
634 laguna st san francisco ca 94102 | [
"StreetNumber",
"StreetName",
"StreetName",
"Municipality",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"634"
],
[
"StreetName",
"laguna st"
],
[
"Municipality",
"san francisco"
],
[
"Province",
"ca"
],
[
"PostalCode",
"94102"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": "VT",
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": null,
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 634 laguna st san francisco VT 94102 | 0 |
872 w 39th pl hialeah fl 33012 | [
"StreetNumber",
"StreetName",
"StreetName",
"StreetName",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"872"
],
[
"StreetName",
"w 39th pl"
],
[
"Municipality",
"hialeah"
],
[
"Province",
"fl"
],
[
"PostalCode",
"33012"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": "Stacey Freeway jction",
"STREET_NAME__MUTATION__POSITIVE": null,
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 872 Stacey Freeway jction hialeah fl 33012 | 0 |
3000 club tree drive streamwood il 60107 | [
"StreetNumber",
"StreetName",
"StreetName",
"StreetName",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"3000"
],
[
"StreetName",
"club tree drive"
],
[
"Municipality",
"streamwood"
],
[
"Province",
"il"
],
[
"PostalCode",
"60107"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": "cpe tree drive",
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": "strm tree drive",
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 3000 cpe tree drive streamwood il 60107 | 1 |
parkview terrace la jolla ca 92037 | [
"StreetName",
"StreetName",
"Municipality",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetName",
"parkview terrace"
],
[
"Municipality",
"la jolla"
],
[
"Province",
"ca"
],
[
"PostalCode",
"92037"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": null,
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": "parkview streets",
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | parkview streets la jolla ca 92037 | 1 |
2919 se 16th st gresham or 97080 | [
"StreetNumber",
"StreetName",
"StreetName",
"StreetName",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"2919"
],
[
"StreetName",
"se 16th st"
],
[
"Municipality",
"gresham"
],
[
"Province",
"or"
],
[
"PostalCode",
"97080"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": null,
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": "se 16th br",
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 2919 se 16th br gresham or 97080 | 1 |
4893 wheatstone dr fairfax va 22032 | [
"StreetNumber",
"StreetName",
"StreetName",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"4893"
],
[
"StreetName",
"wheatstone dr"
],
[
"Municipality",
"fairfax"
],
[
"Province",
"va"
],
[
"PostalCode",
"22032"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": "",
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": null,
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 4893 wheatstone dr fairfax 22032 | 1 |
4625 kathi dr beech grove indiana 46237 | [
"StreetNumber",
"StreetName",
"StreetName",
"Municipality",
"Municipality",
"Province",
"PostalCode"
] | [
[
"StreetNumber",
"4625"
],
[
"StreetName",
"kathi dr"
],
[
"Municipality",
"beech grove"
],
[
"Province",
"indiana"
],
[
"PostalCode",
"46237"
]
] | {
"MUNICIPALITY__MUTATION__NEGATIVE": null,
"MUNICIPALITY__MUTATION__POSITIVE": null,
"POSTAL_CODE__MUTATION__NEGATIVE": null,
"POSTAL_CODE__MUTATION__POSITIVE": null,
"POSTAL_CODE__REMOVAL__POSITIVE": null,
"PROVINCE__MUTATION__NEGATIVE": null,
"PROVINCE__MUTATION__POSITIVE": null,
"PROVINCE__REMOVAL__POSITIVE": null,
"STREET_NAME__MUTATION__NEGATIVE": null,
"STREET_NAME__MUTATION__POSITIVE": "kathi bend",
"STREET_NAME__SWAP__NEGATIVE": null,
"STREET_NAME__SWAP__POSITIVE": null,
"STREET_NUMBER__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__NEGATIVE": null,
"UNIT__MUTATION__POSITIVE": null
} | 4625 kathi bend beech grove indiana 46237 | 1 |
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
:
- Positive Mutations: Variations that maintain semantic correctness or equivalence.
- 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")
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