Datasets:
Convert dataset to Parquet
Browse filesConvert dataset to Parquet.
- README.md +101 -1
- data/test-00000-of-00001.parquet +3 -0
- data/train-00000-of-00001.parquet +3 -0
- dataset_infos.json +122 -1
README.md
CHANGED
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@@ -20,8 +20,108 @@ task_categories:
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task_ids:
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- intent-classification
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- multi-class-classification
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-
paperswithcode_id: null
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pretty_name: BANKING77
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---
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# Dataset Card for BANKING77
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task_ids:
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- intent-classification
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- multi-class-classification
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pretty_name: BANKING77
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+
configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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- split: test
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path: data/test-*
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dataset_info:
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features:
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- name: text
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dtype: string
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- name: label
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dtype:
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class_label:
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names:
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'0': activate_my_card
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'1': age_limit
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'2': apple_pay_or_google_pay
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'3': atm_support
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'4': automatic_top_up
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'5': balance_not_updated_after_bank_transfer
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'6': balance_not_updated_after_cheque_or_cash_deposit
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'7': beneficiary_not_allowed
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'8': cancel_transfer
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'9': card_about_to_expire
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'10': card_acceptance
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'11': card_arrival
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'12': card_delivery_estimate
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'13': card_linking
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'14': card_not_working
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'15': card_payment_fee_charged
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'16': card_payment_not_recognised
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'17': card_payment_wrong_exchange_rate
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'18': card_swallowed
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'19': cash_withdrawal_charge
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'20': cash_withdrawal_not_recognised
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'21': change_pin
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'22': compromised_card
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'23': contactless_not_working
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'24': country_support
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'25': declined_card_payment
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'26': declined_cash_withdrawal
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'27': declined_transfer
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'28': direct_debit_payment_not_recognised
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'29': disposable_card_limits
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'30': edit_personal_details
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'31': exchange_charge
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'32': exchange_rate
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'33': exchange_via_app
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'34': extra_charge_on_statement
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'35': failed_transfer
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'36': fiat_currency_support
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'37': get_disposable_virtual_card
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'38': get_physical_card
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'39': getting_spare_card
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'40': getting_virtual_card
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'41': lost_or_stolen_card
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'42': lost_or_stolen_phone
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'43': order_physical_card
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'44': passcode_forgotten
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'45': pending_card_payment
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'46': pending_cash_withdrawal
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'47': pending_top_up
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'48': pending_transfer
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'49': pin_blocked
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'50': receiving_money
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'51': Refund_not_showing_up
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'52': request_refund
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'53': reverted_card_payment?
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'54': supported_cards_and_currencies
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'55': terminate_account
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'56': top_up_by_bank_transfer_charge
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'57': top_up_by_card_charge
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'58': top_up_by_cash_or_cheque
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'59': top_up_failed
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'60': top_up_limits
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'61': top_up_reverted
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'62': topping_up_by_card
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'63': transaction_charged_twice
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'64': transfer_fee_charged
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'65': transfer_into_account
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'66': transfer_not_received_by_recipient
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'67': transfer_timing
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'68': unable_to_verify_identity
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'69': verify_my_identity
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'70': verify_source_of_funds
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'71': verify_top_up
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'72': virtual_card_not_working
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'73': visa_or_mastercard
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'74': why_verify_identity
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'75': wrong_amount_of_cash_received
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'76': wrong_exchange_rate_for_cash_withdrawal
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splits:
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- name: train
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num_bytes: 715028
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num_examples: 10003
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- name: test
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num_bytes: 204010
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num_examples: 3080
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download_size: 388204
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dataset_size: 919038
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---
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# Dataset Card for BANKING77
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data/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:535fc96c4c2b4c2dbdeb0d4b31f24a4859620cf663d6c19c1bd1f97450c410be
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size 92969
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data/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:4526edfa60622ff9b39e238657ab6d712f6aba1ba91c9d7ed7897b0715ee0390
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size 295235
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dataset_infos.json
CHANGED
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@@ -1 +1,122 @@
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-
{
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{
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"default": {
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"description": "BANKING77 dataset provides a very fine-grained set of intents in a banking domain.\nIt comprises 13,083 customer service queries labeled with 77 intents.\nIt focuses on fine-grained single-domain intent detection.\n",
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"citation": "@inproceedings{Casanueva2020,\n author = {I{\\~{n}}igo Casanueva and Tadas Temcinas and Daniela Gerz and Matthew Henderson and Ivan Vulic},\n title = {Efficient Intent Detection with Dual Sentence Encoders},\n year = {2020},\n month = {mar},\n note = {Data available at https://github.com/PolyAI-LDN/task-specific-datasets},\n url = {https://arxiv.org/abs/2003.04807},\n booktitle = {Proceedings of the 2nd Workshop on NLP for ConvAI - ACL 2020}\n}\n",
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"homepage": "https://github.com/PolyAI-LDN/task-specific-datasets",
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"license": "Creative Commons Attribution 4.0 International",
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| 7 |
+
"features": {
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| 8 |
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"text": {
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"dtype": "string",
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| 10 |
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"_type": "Value"
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},
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"label": {
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"names": [
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"activate_my_card",
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"age_limit",
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| 16 |
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"apple_pay_or_google_pay",
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| 17 |
+
"atm_support",
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| 18 |
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"automatic_top_up",
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| 19 |
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"balance_not_updated_after_bank_transfer",
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| 20 |
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"balance_not_updated_after_cheque_or_cash_deposit",
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| 21 |
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"beneficiary_not_allowed",
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| 22 |
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"cancel_transfer",
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| 23 |
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"card_about_to_expire",
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| 24 |
+
"card_acceptance",
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| 25 |
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"card_arrival",
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| 26 |
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"card_delivery_estimate",
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| 27 |
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"card_linking",
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| 28 |
+
"card_not_working",
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| 29 |
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"card_payment_fee_charged",
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| 30 |
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"card_payment_not_recognised",
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| 31 |
+
"card_payment_wrong_exchange_rate",
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| 32 |
+
"card_swallowed",
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| 33 |
+
"cash_withdrawal_charge",
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| 34 |
+
"cash_withdrawal_not_recognised",
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| 35 |
+
"change_pin",
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| 36 |
+
"compromised_card",
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| 37 |
+
"contactless_not_working",
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| 38 |
+
"country_support",
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| 39 |
+
"declined_card_payment",
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| 40 |
+
"declined_cash_withdrawal",
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| 41 |
+
"declined_transfer",
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| 42 |
+
"direct_debit_payment_not_recognised",
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| 43 |
+
"disposable_card_limits",
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| 44 |
+
"edit_personal_details",
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| 45 |
+
"exchange_charge",
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| 46 |
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"exchange_rate",
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| 47 |
+
"exchange_via_app",
|
| 48 |
+
"extra_charge_on_statement",
|
| 49 |
+
"failed_transfer",
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| 50 |
+
"fiat_currency_support",
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| 51 |
+
"get_disposable_virtual_card",
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| 52 |
+
"get_physical_card",
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| 53 |
+
"getting_spare_card",
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| 54 |
+
"getting_virtual_card",
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| 55 |
+
"lost_or_stolen_card",
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| 56 |
+
"lost_or_stolen_phone",
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| 57 |
+
"order_physical_card",
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| 58 |
+
"passcode_forgotten",
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| 59 |
+
"pending_card_payment",
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| 60 |
+
"pending_cash_withdrawal",
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| 61 |
+
"pending_top_up",
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| 62 |
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"pending_transfer",
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| 63 |
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"pin_blocked",
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| 64 |
+
"receiving_money",
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| 65 |
+
"Refund_not_showing_up",
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| 66 |
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"request_refund",
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| 67 |
+
"reverted_card_payment?",
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| 68 |
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"supported_cards_and_currencies",
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| 69 |
+
"terminate_account",
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| 70 |
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"top_up_by_bank_transfer_charge",
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| 71 |
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"top_up_by_card_charge",
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| 72 |
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"top_up_by_cash_or_cheque",
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| 73 |
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"top_up_failed",
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| 74 |
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"top_up_limits",
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| 75 |
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"top_up_reverted",
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| 76 |
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"topping_up_by_card",
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| 77 |
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"transaction_charged_twice",
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| 78 |
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"transfer_fee_charged",
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| 79 |
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"transfer_into_account",
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| 80 |
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"transfer_not_received_by_recipient",
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| 81 |
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"transfer_timing",
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| 82 |
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"unable_to_verify_identity",
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| 83 |
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"verify_my_identity",
|
| 84 |
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"verify_source_of_funds",
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| 85 |
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"verify_top_up",
|
| 86 |
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"virtual_card_not_working",
|
| 87 |
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"visa_or_mastercard",
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| 88 |
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"why_verify_identity",
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| 89 |
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"wrong_amount_of_cash_received",
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| 90 |
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"wrong_exchange_rate_for_cash_withdrawal"
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| 91 |
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],
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| 92 |
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"_type": "ClassLabel"
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| 93 |
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}
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| 94 |
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},
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| 95 |
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"builder_name": "banking77",
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| 96 |
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"dataset_name": "banking77",
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| 97 |
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"config_name": "default",
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| 98 |
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"version": {
|
| 99 |
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"version_str": "1.1.0",
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| 100 |
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"major": 1,
|
| 101 |
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"minor": 1,
|
| 102 |
+
"patch": 0
|
| 103 |
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},
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| 104 |
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"splits": {
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| 105 |
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"train": {
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| 106 |
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"name": "train",
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| 107 |
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"num_bytes": 715028,
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| 108 |
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"num_examples": 10003,
|
| 109 |
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"dataset_name": null
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| 110 |
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},
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| 111 |
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"test": {
|
| 112 |
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"name": "test",
|
| 113 |
+
"num_bytes": 204010,
|
| 114 |
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"num_examples": 3080,
|
| 115 |
+
"dataset_name": null
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| 116 |
+
}
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| 117 |
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},
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| 118 |
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"download_size": 388204,
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| 119 |
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"dataset_size": 919038,
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| 120 |
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"size_in_bytes": 1307242
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| 121 |
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}
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| 122 |
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}
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