argilla/banking77_openai_embeddings

该数据集包含与银行和信用卡相关的文本数据，每个文本样本都标注了75个不同的类别，涵盖了诸如激活卡片、年龄限制、ATM支持、自动充值、余额未更新、卡片损坏等问题。此外，数据集还包含了使用OpenAI的text-embedding-ada-002模型生成的嵌入向量。测试集包含100个样本，总大小为1235118字节。

This dataset contains text data related to banking and credit card scenarios. Each text sample is annotated with 75 distinct categories, covering issues such as card activation, age restrictions, ATM support, automatic top-up, unupdated account balance, damaged cards and other related problems. In addition, the dataset includes embedding vectors generated using OpenAI's text-embedding-ada-002 model. The test set comprises 100 samples, with a total size of 1,235,118 bytes.

原始信息汇总

数据集概述

数据集名称

"banking77_openai_embeddings"

数据集特征

• text: 数据类型为字符串。
• label: 数据类型为分类标签，包含以下类别：
  • activate_my_card
  • age_limit
  • apple_pay_or_google_pay
  • atm_support
  • automatic_top_up
  • balance_not_updated_after_bank_transfer
  • balance_not_updated_after_cheque_or_cash_deposit
  • beneficiary_not_allowed
  • cancel_transfer
  • card_about_to_expire
  • card_acceptance
  • card_arrival
  • card_delivery_estimate
  • card_linking
  • card_not_working
  • card_payment_fee_charged
  • card_payment_not_recognised
  • card_payment_wrong_exchange_rate
  • card_swallowed
  • cash_withdrawal_charge
  • cash_withdrawal_not_recognised
  • change_pin
  • compromised_card
  • contactless_not_working
  • country_support
  • declined_card_payment
  • declined_cash_withdrawal
  • declined_transfer
  • direct_debit_payment_not_recognised
  • disposable_card_limits
  • edit_personal_details
  • exchange_charge
  • exchange_rate
  • exchange_via_app
  • extra_charge_on_statement
  • failed_transfer
  • fiat_currency_support
  • get_disposable_virtual_card
  • get_physical_card
  • getting_spare_card
  • getting_virtual_card
  • lost_or_stolen_card
  • lost_or_stolen_phone
  • order_physical_card
  • passcode_forgotten
  • pending_card_payment
  • pending_cash_withdrawal
  • pending_top_up
  • pending_transfer
  • pin_blocked
  • receiving_money
  • Refund_not_showing_up
  • request_refund
  • reverted_card_payment?
  • supported_cards_and_currencies
  • terminate_account
  • top_up_by_bank_transfer_charge
  • top_up_by_card_charge
  • top_up_by_cash_or_cheque
  • top_up_failed
  • top_up_limits
  • top_up_reverted
  • topping_up_by_card
  • transaction_charged_twice
  • transfer_fee_charged
  • transfer_into_account
  • transfer_not_received_by_recipient
  • transfer_timing
  • unable_to_verify_identity
  • verify_my_identity
  • verify_source_of_funds
  • verify_top_up
  • virtual_card_not_working
  • visa_or_mastercard
  • why_verify_identity
  • wrong_amount_of_cash_received
  • wrong_exchange_rate_for_cash_withdrawal

数据集结构

• vectors: 结构化数据，包含以下子特征：
  • openai-text-embedding-ada-002: 数据类型为float64序列。

数据集分割

• test: 包含100个示例，数据大小为1235118字节。

数据集大小

• 下载大小: 1186634字节
• 数据集大小: 1235118字节