diff --git a/examples/labeling/banking/autolabel/.autolabel.v15.db b/examples/labeling/banking/autolabel/.autolabel.v15.db
new file mode 100644
index 0000000..33fbc35
Binary files /dev/null and b/examples/labeling/banking/autolabel/.autolabel.v15.db differ
diff --git a/examples/labeling/banking/autolabel/BankingClassification_config.json b/examples/labeling/banking/autolabel/BankingClassification_config.json
new file mode 100644
index 0000000..6a46166
--- /dev/null
+++ b/examples/labeling/banking/autolabel/BankingClassification_config.json
@@ -0,0 +1,99 @@
+{
+ "task_name": "BankingComplaintsClassification",
+ "task_type": "classification",
+ "dataset": {
+ "label_column": "label",
+ "delimiter": ","
+ },
+ "model": {
+ "provider": "openai",
+ "name": "gpt-4"
+ },
+ "prompt": {
+ "task_guidelines": "You are an expert at understanding bank customers support complaints and queries.\nYour job is to correctly classify the provided input example into one of the following categories.\nCategories:\n{labels}",
+ "output_guidelines": "You will answer with just the the correct output label and nothing else.",
+ "labels": [
+ "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"
+ ],
+ "few_shot_examples": "seed.csv",
+ "few_shot_selection": "semantic_similarity",
+ "few_shot_num": 10,
+ "example_template": "Input: {example}\nOutput: {label}"
+ }
+}
\ No newline at end of file
diff --git a/examples/labeling/banking/autolabel/seed.csv b/examples/labeling/banking/autolabel/seed.csv
new file mode 100644
index 0000000..0cedd79
--- /dev/null
+++ b/examples/labeling/banking/autolabel/seed.csv
@@ -0,0 +1,201 @@
+text,label
+I got a new card and can't find where to link it.,card_linking
+Help my find the verification code on a top-up.,verify_top_up
+Can I use my card while on vacation overseas?,card_acceptance
+โฌ1 was in my statement as an extra fee.,extra_charge_on_statement
+Why did I get charged twice for the same thing,transaction_charged_twice
+I want my card I just received to show up in the app. How do I do that?,card_linking
+My Apple Pay top up with my American Express card is not working? Please tell me why,apple_pay_or_google_pay
+I live in the US and I would like to get a card. How do I go about getting one?,country_support
+How can I make my card ready to use?,activate_my_card
+"I put in a payment a while ago and it has still not cleared and is showing up as ""pending"", how long does it take to clear?",pending_card_payment
+"I think my card is expiring, what happens then?",card_about_to_expire
+What is with the need to have all my ID information?,why_verify_identity
+Can I get a new card?,order_physical_card
+Where do I top up?,top_up_by_cash_or_cheque
+"Your system is broken. My transfers keep failing, 5 times now.",failed_transfer
+I need to change my home address.,edit_personal_details
+Where can I modify my information?,edit_personal_details
+How low does the balance have to be before the system updates?,automatic_top_up
+Can i cancel this purchase?,request_refund
+"Transfers can take up to one day to process before departing for the beneficiary accounts. Please confirm that you've entered your account details correctly. SEPA transfers can take up to two working days, while SWIFT transfers can take up to five working days.",pending_transfer
+Could google pay and top up be together?,apple_pay_or_google_pay
+Why were there additional charges when I transferred funds?,transfer_fee_charged
+I did a transfer and was charged a fee that I shouldn't have been!,transfer_fee_charged
+What are the requirements to verify my identity?,verify_my_identity
+"lost card found, want to put it back in app",card_linking
+"If I want to send out more cards, do you charge extra for that?",getting_spare_card
+What can I do if my card details where stolen from my car? I think they used my card to buy gas.,compromised_card
+"My ID verification hasn't gone through yet, but can I use my account anyway?",why_verify_identity
+I do not have my pin yet,get_physical_card
+I did not have the right exchange rate applied to my situation of pulling out cash,wrong_exchange_rate_for_cash_withdrawal
+Why have i been charged a fee for using my card?,card_payment_fee_charged
+How much are you going to charge me if I top up my US card?,top_up_by_card_charge
+I want to close my account due to poor customer service.,terminate_account
+What is the charge for sending out more cards?,getting_spare_card
+"Good day, in reviewing my credit card activity over the last several days, I see a repeated charge for a restaurant that I went to. The charge was put through twice, so I would like one of the charges corrected and the amount that was withdrawn to be reinstated please.",transaction_charged_twice
+Explain the card PIN to me.,get_physical_card
+Can I use my virtual card for recurring monthly payments?,virtual_card_not_working
+can i get a card if i live in the US?,country_support
+Can I use this app for any currency?,supported_cards_and_currencies
+I couldnt transfer money from my account.,failed_transfer
+I used my card and there was a fee,card_payment_fee_charged
+Please help revert my transaction from this morning.,cancel_transfer
+Do you have to be 18 to make an account?,age_limit
+"There is an extra charge on my account I didn't authorise, it's just ยฃ1, what is it?",extra_charge_on_statement
+I would like to order a virtual card.,getting_virtual_card
+Can someone assist me with activating my card?,activate_my_card
+Where can I modify my details?,edit_personal_details
+There's a duplicate charge on my account?,transaction_charged_twice
+Can I order a new card by phone?,card_about_to_expire
+Someone stole my card!,lost_or_stolen_card
+What is the maximum I can top up?,top_up_limits
+How can I fix my contactless?,contactless_not_working
+I tried pulling out money at the ATM and it gave me an incorrect amount back.,wrong_amount_of_cash_received
+When will my transfer move from pending to confirmed?,pending_transfer
+"May monthly payment to Apple has been declined but I don't know why, they are going to re-try the payment and it must go through, can you tell me what is going on please?",declined_card_payment
+What are disposable virtual cards?,get_disposable_virtual_card
+I need to move money to another beneficiary. Why is it not working?,beneficiary_not_allowed
+Can you delete the account?,terminate_account
+I would like to terminate my account.,terminate_account
+What do I do after my card expires?,card_about_to_expire
+What is the exchange rate for EUR?,exchange_rate
+"When will I get a new card when I order it, and how much will it cost.",card_about_to_expire
+How will I know where my funds are coming from?,verify_source_of_funds
+Do I get an actual card?,order_physical_card
+How can I Use thereto-top option?,automatic_top_up
+Help me to set up contactless payments.,contactless_not_working
+"Instead of GBP, how do I exchange for AUD?",exchange_via_app
+HOW DO I TRANSFER MONEY FROM MY BANK ACCOUNT?,transfer_into_account
+Why is my top up not completing?,pending_top_up
+Can I withdraw money in my hometown currency while on holiday without any additional fees?,wrong_exchange_rate_for_cash_withdrawal
+"I transferred money, why was charged for an extra fee?",transfer_fee_charged
+I keep being asked to verify my identity. Is this normal?,why_verify_identity
+I need mastercard as well as visa,visa_or_mastercard
+I need to order a new card.,order_physical_card
+Will I be charged for receiving money?,top_up_by_bank_transfer_charge
+Why is my transfer taking so long. I thought it was supposed to only take 1 day if I made a transfer to someone. Can you wee what went wrong?,transfer_not_received_by_recipient
+Where is the cash deposit I made?,balance_not_updated_after_cheque_or_cash_deposit
+How can I alteration my PIN?,change_pin
+I haven't received my cash yet.,wrong_amount_of_cash_received
+"I don't recognize this payment on my app, I am sure I didn't spend any money there.",card_payment_not_recognised
+I was charged multiple times for one purchase,transaction_charged_twice
+"Show me how to link the new card,",card_linking
+"I transferred money to another country several days ago, but my transaction is still pending. i have checked that the accounts are keyed in correctly. what sees to be the problem?",pending_transfer
+How would my friend be able to send me money?,receiving_money
+"I was trying to use contactless earlier, but it didn't work.",contactless_not_working
+What age do you have to be?,age_limit
+Why is the cash not showing in my account for the check I deposited?,balance_not_updated_after_cheque_or_cash_deposit
+Since when do you charge to make a withdrawal? I've always done it for free. So how much is it now?,cash_withdrawal_charge
+Why does my account show as pending a cash withdrawal from the ATM that I have already made?,pending_cash_withdrawal
+How many currencies can I have?,fiat_currency_support
+Why is there an extra pound charge that is pending?,extra_charge_on_statement
+Can you tell me where can change my PIN?,change_pin
+Is USD free to top up with a US card?,top_up_by_card_charge
+Do you charge anything for topping up?,top_up_by_bank_transfer_charge
+How long will a transaction to a friend take?,transfer_not_received_by_recipient
+My card has been stolen what do I do?,lost_or_stolen_card
+"Hi, Is there any problem with app? As i am facing some issues with the exchange of crypto currency. I am extremely interested in buying.",beneficiary_not_allowed
+My transaction is on the wrong account.,cancel_transfer
+When can I use money sent to my account?,transfer_timing
+I'd like to get another card,getting_spare_card
+"I got less than what i asked for in the ATM, why?",wrong_amount_of_cash_received
+I tried activating my plug-in and it didn't piece of work,activate_my_card
+I got charged in double and want a refund,transaction_charged_twice
+Why was I charged a random fee for a transfer I made?,transfer_fee_charged
+I've got a repeated tranasaction on my card.,transaction_charged_twice
+How do i activate my card,activate_my_card
+"Apple watch top up help, please?",apple_pay_or_google_pay
+I want to use a cheque to pay.,top_up_by_cash_or_cheque
+Can you please explain disposable virtual cards for me?,get_disposable_virtual_card
+Why am I getting a fee on a card payment?,card_payment_fee_charged
+I should not have been charged a fee for cash withdrawal.,cash_withdrawal_charge
+How come my refund hasn't appeared on my statement?,Refund_not_showing_up
+Is there such thing as an auto top-up option?,automatic_top_up
+I need to make several disposable cards per day.,disposable_card_limits
+I didn't see the money I added to my card.,top_up_failed
+Why didn't this transfer work?,failed_transfer
+"If someone sends me money, will I be charged?",top_up_by_bank_transfer_charge
+Why is my disposable card not working?,virtual_card_not_working
+I want to link my new card. Can you help?,card_linking
+"I transferred money to a receiver within the EU and they received a lesser amount than expected. Now I will have to send additional money to the receiver in order to make up the difference. I'm not sure what went wrong, can you please advise?",transfer_fee_charged
+I noticed a duplicate charge on my statement.,transaction_charged_twice
+"I have received my American express in apple play, looks like top up has an issue, please help?",apple_pay_or_google_pay
+Are there limits on the virtual cards?,disposable_card_limits
+"Its been 3 days, How long will my transfer take to get to my wallet?",transfer_timing
+Is the closest ATM to me within 2 miles?,atm_support
+Will I get charged for sending out more cards?,getting_spare_card
+I finished my transfer. I am having an issue with it still pending. It has been a long time and i'm growing impatient,pending_transfer
+I wish to cancel a transfer,cancel_transfer
+"I received my card, how do I get it to show in the app?",card_linking
+I have tried using my card for the first time at the ATM of Notting Hill to withdrawal cash but it didn't work. Does this mean my card isn't working?,declined_cash_withdrawal
+Does the app top up automatically?,automatic_top_up
+When will the cash that I put in the ATM be cleared from pending status?,pending_cash_withdrawal
+WHAT IS THE REASON FOR THAT,card_not_working
+I went to the Notting Hill ATM to use my card the first time for a cash withdrawal but it didn't work. Does this mean that my card isn't working yet?,declined_cash_withdrawal
+Is there restrictions on where I can use my card?,card_acceptance
+Can I top up my card with other cards?,supported_cards_and_currencies
+I moved to a new city and need to change my address,edit_personal_details
+I was charged a fee for a transfer. Where did it come from?,transfer_fee_charged
+How can I fund another account with my American Express?,supported_cards_and_currencies
+How old do my kids have to be use this?,age_limit
+Is there a location where I can change my PIN?,change_pin
+I am worried about fees for top up cards?,top_up_by_card_charge
+How come there is a $1 extra charge on my statement?,extra_charge_on_statement
+Why have I been charged a fee for card payment?,card_payment_fee_charged
+"Can you explain your refund policy, please?",request_refund
+The ATM won't let me take out cash,declined_cash_withdrawal
+"Give me my card, I need it now!",card_delivery_estimate
+My payment has been declined several times. Can you help me?,declined_card_payment
+Why was I charged for a cash withdrawal at the ATM?,cash_withdrawal_charge
+Can I use this all over the world?,country_support
+I tried to top-up but it got denied.,top_up_failed
+"I have received my statement but I do not see my refund, why is that?",Refund_not_showing_up
+I just got married and need to change my name on the account,edit_personal_details
+I noticed a new fee on my account. I didn't know there were fees for these payments. What is the policy?,card_payment_fee_charged
+Is it possible to order a virtual card?,getting_virtual_card
+I have an account that is empty of funds. Can I transfer some from another bank?,transfer_into_account
+I have used this account overseas recently. Has there been an increase in fees that I am unaware of?,transfer_fee_charged
+where do i find out about exchange fees,exchange_charge
+How do I change my name?,edit_personal_details
+Why is allowance not being given to my beneficiary?,beneficiary_not_allowed
+I'm not sure why my card didn't work,declined_card_payment
+Is there an extra charge to exchange different currencies?,exchange_charge
+I payed with the card and there was an extra fee?,card_payment_fee_charged
+Somebody made a withdrawal from my account for 500. I have my card so how can this be? Does somebody have a duplicate card or something? Help please.,cash_withdrawal_not_recognised
+I just looked over my statement and I don't recognize the name of a card payment.,card_payment_not_recognised
+How long until I see a cash withdrawal?,pending_cash_withdrawal
+Will I need a new card or can I put my old card back into the app?,card_linking
+What if my top up didn't work?,top_up_failed
+How much will I be charged for exchanging foreign currency,exchange_charge
+will you be able to activate my card,activate_my_card
+Can you help me reset my passcode? I forgot it.,passcode_forgotten
+unsupported transfer declined,declined_transfer
+There's an unauthorized cash withdraw,cash_withdrawal_not_recognised
+"I'm looking at my statement, and my refund is not on there.",Refund_not_showing_up
+Can I put my old card back in the app?,card_linking
+"I'm hoping you can answer my question about a pending transfer that I've had for a while now. I know that all of the account details are correct, so why is it taking so long to go through?",pending_transfer
+How do I verify my source of funds?,verify_source_of_funds
+"I received my new card and tried using it today, just to have it show declined over and over again. Why is this happening?",declined_card_payment
+I requested money from the ATM and it didn't give me as much as I requested.,wrong_amount_of_cash_received
+how many days processing new card?,contactless_not_working
+Let me know when you charge for payments. I just checked the app and saw a fee that I wasn't warned about.,card_payment_fee_charged
+My wallet got stolen a couple hours ago and now I've seen there already is a withdrawal. Help this is absolutely urgent I don't want to loose more money,cash_withdrawal_not_recognised
+"If my top-up didn't transfer, what went wrong?",top_up_reverted
+I have a new card and I can't add money to it. I tried about 30 minutes ago and it is still pending. What do I do?,pending_top_up
+Why was there a fee when I pulled cash?,cash_withdrawal_charge
+Will my friends be able to top up my account?,topping_up_by_card
+I keep checking my statements but no progress.I requested a refund but seems it's not reaching my account for some reason. Can you please help me get the money back from the seller for me,Refund_not_showing_up
+The exchange rate from my card payment isn't right.,card_payment_wrong_exchange_rate
+"Hello, I just checked my card transactions and saw that I was charged twice for a restaurant visit I did earlier this week. Is it possible to remove one of them and get my false paid money pack?",transaction_charged_twice
+I had the wrong exchange rate applied to some cash I got abroad.,wrong_exchange_rate_for_cash_withdrawal
+Why doesn't it work when I use American Express to try to add money to my account?,supported_cards_and_currencies
+The recipient can not locate funds.,transfer_not_received_by_recipient
+Do I get charged for withdrawals?,cash_withdrawal_charge
+I am wondering if International Transfers take longer. I a made a transfer from France two days ago and believed it would be here already. Please let me know when I will get it!,balance_not_updated_after_bank_transfer
+"I went to an ATM to get cash, but the app says the withdrawal is still pending. How is that possible when I already have the cash with me?",pending_cash_withdrawal
+I need to cancel my recent transfer. I made a mistake. Please help quickly before the transfer goes through.,cancel_transfer
+This exchange rate on my purchase is wrong.,card_payment_wrong_exchange_rate
+Am I able to do top-ups with Google Pay?,apple_pay_or_google_pay
+Explain the extra fee on my card when paying.,card_payment_fee_charged
+"I deposited cash this morning, but it's not showing up in my account. Can you tell me where's my money?",balance_not_updated_after_cheque_or_cash_deposit
diff --git a/examples/labeling/banking/autolabel/test.csv b/examples/labeling/banking/autolabel/test.csv
new file mode 100644
index 0000000..13b9b75
--- /dev/null
+++ b/examples/labeling/banking/autolabel/test.csv
@@ -0,0 +1,2003 @@
+text,label
+I made a withdraw from the ATM this past holiday and it seems like a was charged too much. If I would have known about these charges I wouldn't have made a withdraw.,wrong_exchange_rate_for_cash_withdrawal
+I tried to transfer money and it did not work.,failed_transfer
+"I ordered something ages ago online but it's simply not arriving. I've got enough! Give me back my money, I'm not paying these people.",request_refund
+Is there a way my new card can be renewed?,activate_my_card
+My transfer to beneficiary didn't go through,beneficiary_not_allowed
+Why is the exchange rate wrong when I purchase something abroad?,card_payment_wrong_exchange_rate
+I no longer have my passcode.,passcode_forgotten
+"I thought transfers were free, why was I charged a fee?",transfer_fee_charged
+I can't find the top-up verification code.,verify_top_up
+Where is the closest Mastercard ATM?,atm_support
+"Is there something wrong with your website? I tried topping up my account and it's been close to two hours now and it's still at ""pending"" for some reason. I just joined with you guys and this is the first attempt at this, so maybe I'm wrong, but shouldn't this be instant?",pending_top_up
+How much does it cost to get a new card? Mine is almost expired. How fast does it come?,card_about_to_expire
+I would like a temporary virtual card,get_disposable_virtual_card
+Does every place of business accept this card?,card_acceptance
+"I need to transfer money into my account, how do I go about doing this?",transfer_into_account
+My contanctless has stopped working,contactless_not_working
+My cash withdrawal is still showing as pending.,pending_cash_withdrawal
+What can I do if contactless doesn't work?,contactless_not_working
+I want to order another crad,getting_spare_card
+How do I make sure I don't run out of money on my card while traveling?,automatic_top_up
+"I would like to exchange currencies, but is there an extra charge to do so?",exchange_charge
+I live in the US but want to get a card,country_support
+I checked the exchange rate when I withdrew cash. But the actual rate that you applied was different.,wrong_exchange_rate_for_cash_withdrawal
+Can i make transactions before identity verification is complete?,why_verify_identity
+I had to pay in order to do a transfer,transfer_fee_charged
+I saw a payment i did not do,card_payment_not_recognised
+How do I get the Top Up feature on my apple watch working?,apple_pay_or_google_pay
+When will the transfer go through?,pending_transfer
+"Since my card is about to expire, what do I do to get a new one?",card_about_to_expire
+is apple pay costly?,apple_pay_or_google_pay
+"I need help. I asked for a refund from a merchant a while ago, but I have not gotten my money back. I keep checking my account, but nothing is showing up. What should I do now?",Refund_not_showing_up
+This company is terrible! Can you delete my account?,terminate_account
+"Is there a top-up feature, if there isn't a lot of money left?",automatic_top_up
+Can you tell me how to link one of your cards that I already have?,card_linking
+What happens if the ATM doesn't give me back my card?,card_swallowed
+How much can I expect to pay to top up a US card?,top_up_by_card_charge
+How many times can I use a disposable card?,disposable_card_limits
+"I still have not received my new card, I ordered over a week ago.",card_arrival
+I need someone to alert me as to what's going on. I had transferred an amount but the receiver is saying that the amount is somewhat less than what I sent over. I now have to make another transfer to make up the difference.,transfer_fee_charged
+How can someone send me money?,receiving_money
+what is the identity check?,why_verify_identity
+"I received my American Express card, but I am having problems making it work with Apple pay. Can you help me with this problem?",apple_pay_or_google_pay
+I took out a foreign currency and the exchange rate is wrong.,wrong_exchange_rate_for_cash_withdrawal
+How can I get my physical card to work?,card_not_working
+why do your exchange rates change,exchange_rate
+Do I need to verify my identity to use my account?,why_verify_identity
+Can I top up with a cheque?,top_up_by_cash_or_cheque
+"My phone was stolen, what do I do?",lost_or_stolen_phone
+"I received cash from the ATM earlier, but this shows up as pending in the app. I've got the cash already. How can this be still pending?",pending_cash_withdrawal
+There's a refund missing from my statement,Refund_not_showing_up
+The card I have doesn't work.,card_not_working
+Do I qualify for a visa card?,visa_or_mastercard
+"How much is a cross currency exchange, and can I check to see if I have any discounts available?",exchange_charge
+Why was my card payment reverted?,reverted_card_payment?
+Is there a maximum amount of top-ups?,top_up_limits
+"Please help me get a new card, I reside in the United States.",country_support
+Where can I reset the passcode?,passcode_forgotten
+"Fix your system. I can't make transfers, I've tried like 5 times already.",failed_transfer
+What do I need to do to verify the source of my funds?,verify_source_of_funds
+The ATM keeps declining my card. I tried at a couple different ATMs. Can you tell me if there's a problem with my account?,declined_cash_withdrawal
+"Please delete my account, this company is not working for me!",terminate_account
+I purchased something in a foreign currency but the rate applied is wrong,card_payment_wrong_exchange_rate
+My card was confiscated by an ATM. How do I get my card back?,card_swallowed
+Will I be charged for a SEPA transfer?,top_up_by_bank_transfer_charge
+I think my card payment had been return,reverted_card_payment?
+Can you tell me why I noticed a $1 charge on my statement?,extra_charge_on_statement
+can google pay be used to make a top-up,apple_pay_or_google_pay
+There is a odd withdrawal on my account.,cash_withdrawal_not_recognised
+What do I do if an ATM ate my card?,card_swallowed
+I made a mistake when I did a transfer so now what can I do to fix that?,cancel_transfer
+My credit card was declined.,declined_card_payment
+My card payment was cancelled.,reverted_card_payment?
+In the past month I often used this account to manage payments for my new holiday villa. Now all of a sudden your fees have increased exorbitantly! Don't you have a rewards programme for frequent users?,transfer_fee_charged
+I need help resetting my passcode to access my app.,passcode_forgotten
+Which fiat currencies do you support?,fiat_currency_support
+We need both a visa and a Mastercard.,visa_or_mastercard
+"I live in the US, how long will it take for delivery?",card_delivery_estimate
+Please help me to know the status of my card payment as its pending since a while.,pending_card_payment
+Why is there a charge on my account for taking out cash?,cash_withdrawal_charge
+I topped up but it didn't complete,pending_top_up
+Why was I chaged twice for the same thing?,transaction_charged_twice
+"card is lost, please help",lost_or_stolen_card
+How can I top up with cash?,top_up_by_cash_or_cheque
+Why does my top up say still pending when I used my card to do it.,pending_top_up
+I made a payment but the app reverted the payment.,reverted_card_payment?
+I used the wrong ping too many times and now the account is blocked. How do I unblock?,pin_blocked
+Can I also transfer with SWIFT?,top_up_by_bank_transfer_charge
+got married and need to change name,edit_personal_details
+Can you provide a reason as to why my transfer did not work?,failed_transfer
+"I don't find your services useful anymore, how do I delete my account?",terminate_account
+How come I'm not allowed to transfer funds right now? I just keep getting an error message.,beneficiary_not_allowed
+What do I do to get a disposable virtual card?,get_disposable_virtual_card
+How do I get my top-up verification code?,verify_top_up
+Do you know if there is a tracking number for the new card you sent me?,card_arrival
+Do you ship cards to where I live?,order_physical_card
+Where do I go if I want to link my new card?,card_linking
+price of physical card,order_physical_card
+I think something may have happened that caused a charge to show up twice.,transaction_charged_twice
+When can I expect to receive my new card?,card_delivery_estimate
+My ATM transaction was unsuccessful.,declined_cash_withdrawal
+I am travelling for two more weeks but really need to change my PIN asap. What do I do?,change_pin
+I got mugged yesterday and lost access to the app. I need to regain it.,lost_or_stolen_phone
+Will it cost anything to top up a US card?,top_up_by_card_charge
+Can I unblock my card using the app?,pin_blocked
+Why didn't my transfer go through?,failed_transfer
+I moved. Where do I update my details?,edit_personal_details
+Why has my card payment been reverted?,reverted_card_payment?
+Can you unlock my pin? I think I entered the wrong pin too many times.,pin_blocked
+"What do I do if an ATM ""stole"" my card?",card_swallowed
+Could you explain why my top-up has gone through yet?,pending_top_up
+"I asked for a refund last week but nothing has happened yet, can you help me please?",Refund_not_showing_up
+Can you help with a transfer to an account,beneficiary_not_allowed
+About this card PIN?,get_physical_card
+Where can I find the verification code on a top-up card?,verify_top_up
+"Hi I'm a new customer and tried topping up for the first time today, seems it's not working, the thing shows up as pending since half an hour already! Please fix it!",pending_top_up
+Some cash is showing up in my app that I did not get.,cash_withdrawal_not_recognised
+"It appears my card expires next month, can I order a new one?",card_about_to_expire
+My account shows the card payment cancelled.,reverted_card_payment?
+Can I exchange currencies with my account?,exchange_via_app
+Do you support all fiat currencies?,fiat_currency_support
+How old do my children need to be to open an account?,age_limit
+How old do you have to be to get an account?,age_limit
+"I'm not in the UK, can I still get a card?",country_support
+If I make a transaction can I cancel it?,cancel_transfer
+I relocated and need to change my personal details.,edit_personal_details
+Why was a charged a fee for using the card?,card_payment_fee_charged
+How can my friend transfer money to me?,receiving_money
+What countries do you support?,country_support
+When will a transfer reach my account?,transfer_timing
+What are the fees of using an international card to add money?,top_up_by_card_charge
+My payment still hasn't processed!,pending_card_payment
+I couldn't make a transfer to a beneficiary!,beneficiary_not_allowed
+please tell me why my top-up failed.,top_up_failed
+Delete this account!,terminate_account
+How long should my new card take to arrive?,card_arrival
+there is a transaction on my account that i didnt make,card_payment_not_recognised
+Why is there a transaction that shows multiple times?,transaction_charged_twice
+Why is there a fee for an extra pound in my statement?,extra_charge_on_statement
+I have a strange cash withdrawal in my statement,cash_withdrawal_not_recognised
+Why am I having trouble verifying my id?,unable_to_verify_identity
+Why has payment been returned?,reverted_card_payment?
+For some reason my contactless has stopped working. I don't know what the problem is. What can I do?,contactless_not_working
+"My top-up showed as complete, but it's no longer there! What's going on here?",top_up_reverted
+Is there a reason why my transaction is taking so long?,transfer_not_received_by_recipient
+I'm trying to transfer money to another country. It's just pending and not sending. My account details are correct. Please help me.,pending_transfer
+My money transfer has not arrived.,transfer_not_received_by_recipient
+I cannot locate the card PIN.,get_physical_card
+Someone stole my phone yesterday :( is there anything I need to do?,lost_or_stolen_phone
+The transfer is coming up as pending the payment is due today. Will I be charged a fee?,pending_transfer
+Where do I locate topping up with cash.,top_up_by_cash_or_cheque
+What does a pending transaction mean?,pending_card_payment
+"My card payment is still on hold, why is it so?",pending_card_payment
+Is it possible for me to get money out in a different currency?,receiving_money
+I've lost track of my phone or someone stole it.,lost_or_stolen_phone
+Why was my payment reversed?,reverted_card_payment?
+What is the source of my funds.,verify_source_of_funds
+"There are transactions I didn't make, someone else must have used my card.",compromised_card
+What's the most disposable cards I can have?,disposable_card_limits
+I can't recall my passcode and need to reset it.,passcode_forgotten
+Is a non-electronic card available as well,order_physical_card
+How come I don't see my deposit in my account yet?,balance_not_updated_after_cheque_or_cash_deposit
+My transfer has been declined and I know it should have went through.,declined_transfer
+"There is an error, the app says I made an ATM withdrawal and I didn't.",cash_withdrawal_not_recognised
+I have a pending transfer,pending_transfer
+The person I sent money to hasn't gotten it yet!,transfer_not_received_by_recipient
+The ATM won't give back my card,card_swallowed
+How do i get my salary in the account?,receiving_money
+I made a transfer a few hours ago from a UK banking account. I do not yet see the transfer. Please check on this for me.,balance_not_updated_after_bank_transfer
+Is my pending cash withdrawal processed?,pending_cash_withdrawal
+"The day before yesterday, I performed a transfer which was within this country. It still hasn't gone through. Can you check on that? The account number is definitely correct, as I've checked and double checked.",transfer_not_received_by_recipient
+I would like to make a transfer. How much does it cost?,top_up_by_bank_transfer_charge
+how come i can't find anywhere to load using cash,top_up_by_cash_or_cheque
+I can't verify my identity.,unable_to_verify_identity
+Hello. I'm on holiday and didn't bring any cash with me. I need to withdrawal my home currency from one of your machines. Do you have any that will do this and is there a charge?,wrong_exchange_rate_for_cash_withdrawal
+What type of ATMs accept this card?,atm_support
+How do I get my paycheck through this?,receiving_money
+Help! Someone stole my card!,lost_or_stolen_card
+do the details of my profile have to match my documents,verify_my_identity
+I was double charged,transaction_charged_twice
+I NEED TO KNOW HOW TO TRANSFER MONEY INTO MY BANK ACCOUNT. PLEASE HELP,transfer_into_account
+Can I get one of your cards in the EU,country_support
+I want to return an item.,request_refund
+I would like to exchange some currency.,exchange_via_app
+I didn't receive all the cash I asked for,wrong_amount_of_cash_received
+"I am seeing a weird payment showing up that I know I did not make, how can I get it cancelled?",direct_debit_payment_not_recognised
+"I'm not in the UK, is it possible for me to still get a card?",country_support
+How do I make an exchange from one currency to another?,exchange_via_app
+How do I cancel a previous purchase,request_refund
+What'll it charge me for a SEPA transfer?,top_up_by_bank_transfer_charge
+"Even though it's late, I wanted to see about disputing a charge. I was just looking through my transactions over the past couple of months and noticed a pretty large amount that was not completed by me. Is this possibly something I can still do.",direct_debit_payment_not_recognised
+"When using a US card, what is the cost for a top up/off?",top_up_by_card_charge
+"I got some cash of an ATM earlier but this shows up as pending in the app. How can this be still pending, I've got the cash already?",pending_cash_withdrawal
+how long til my cash out goes through?,pending_cash_withdrawal
+I think I lost my card . I dont know how long it has been missing. Can you see if maybe someone else has been using it?,lost_or_stolen_card
+Which outlets accept my card?,card_acceptance
+What are the limits to using disposable virtual cards?,disposable_card_limits
+how old do i need to be to get an account for myself,age_limit
+So what items actually come with extra fees,card_payment_fee_charged
+"This company is bad, please delete my account.",terminate_account
+Where do you get your exchange rates from?,exchange_rate
+I would like to know how I can verify my Identity.,verify_my_identity
+Can you tell me what countries you operate in?,country_support
+"I have a disposable virtual card here, so would you tell me what to do with it?",get_disposable_virtual_card
+I got my new card but I am not sure if it need s activated and how?,activate_my_card
+May I exchange currencies with this?,exchange_via_app
+Do you support the EU?,country_support
+What is maximum top up?,top_up_limits
+I want to transfer from accounts in order to Top up. What are the steps necessary.,transfer_into_account
+how to change name,edit_personal_details
+"When I put the wrong pin too much, I got blocked, so can you help me unblock my pin",pin_blocked
+"I am from the EU, can I sign up?",country_support
+Can I cancel my transaction?,cancel_transfer
+"lost phone, can i still access account?",lost_or_stolen_phone
+How do I link a card that I already have?,card_linking
+What's the right way to activate my card?,activate_my_card
+How can I use American Express to add funds to my account?,supported_cards_and_currencies
+I requested a virtual card but it is not showing up. Why?,getting_virtual_card
+i need my card quick,card_delivery_estimate
+"I don't understand how to top up my account, can you please explain the process?",transfer_into_account
+How do I exchange currency?,exchange_via_app
+Is there a way to transfer funds directly from my card?,topping_up_by_card
+What currencies are accepted for adding money?,supported_cards_and_currencies
+I could not get my transfer to happen correctly and was wondering why?,failed_transfer
+"I don't know why the deposit I made a week ago still hasn't showed up, I really need the money now.",balance_not_updated_after_cheque_or_cash_deposit
+What foreign exchange rate will you use?,exchange_rate
+My account balance has not gone up even though I just transferred money into it,balance_not_updated_after_bank_transfer
+Do I need any kind of documentation for the identity check?,verify_my_identity
+I would rather the Mastercard.,visa_or_mastercard
+I'd like to have another card,getting_spare_card
+Why doesn't it show that I did a balance transfer?,balance_not_updated_after_bank_transfer
+My account needs to be deleted.,terminate_account
+Do I need to replace my card if it didn't work when I tried to pay contactless at the shop today?,contactless_not_working
+Would I be able to get a refund for something I bought?,request_refund
+There is a direct debit that's not mine.,direct_debit_payment_not_recognised
+"If I need a PIN for my card, where is it located?",get_physical_card
+How do I change my address?,edit_personal_details
+Is there any way to verify who I am?,verify_my_identity
+How can I tell what the limit is to top-ups?,top_up_limits
+I don't understand where this debit came from and want it removed.,direct_debit_payment_not_recognised
+I tried to buy something online yesterday but it wouldn't stop saying declined. Tried again today but same thing happened. What's Broken?,declined_transfer
+I want a refund because my package has been taking too long to arrive. How do I go about doing that?,request_refund
+I just got my new card but am not sure how to check its PIN.,get_physical_card
+I asked for $100 cash but only got $20?,wrong_amount_of_cash_received
+I am trying to exchange crypto and it's not working. Tell me how to fix this.,beneficiary_not_allowed
+How do I retrieve my passcode?,passcode_forgotten
+My refund doesn't seem to be showing on my statement.,Refund_not_showing_up
+Why can't I use my American Express with Apple Pay to top up my account?,apple_pay_or_google_pay
+The new card that was just sent to me was declined multiple times yesterday when I tried to use it at a restaurant to pay for my dinner. I am really disappointed and embarrassed that my card was denied when I tried to use it to pay for my friend's birthday dinner.,declined_card_payment
+Is there a charge for physical cards,order_physical_card
+I need to cancel my card that got stolen a little while ago. Someone has already taken some money out and I don't want them to take anymore. Can you please do that?,cash_withdrawal_not_recognised
+The app said I withdrew cash at an ATM and I didn't,cash_withdrawal_not_recognised
+The ATM gave me less cash than I requested,wrong_amount_of_cash_received
+Why did I get charged a fee when I tried to obtain cash?,cash_withdrawal_charge
+Is it possible to get a transfer from SWIFT?,top_up_by_bank_transfer_charge
+How long will it take to activate my new card?,activate_my_card
+WTF??? I tried to withdraw some money at a Metro bank on High St. Kensington and without any notice it disappeared in the machine. The bank was already closed so I couldn't do anything. How do I get it back?,card_swallowed
+My card has not arrived yet.,card_arrival
+How do I go forth on verifying my identity?,verify_my_identity
+How do I get an actual card?,order_physical_card
+"If I started the Bank transfer from Europe, how long will the process take to complete?",transfer_timing
+"If I want to exchange currency, will there be extras?",exchange_charge
+Is there an option to top up a with cheque?,top_up_by_cash_or_cheque
+The cash withdrawal exchange rate is not correct.,wrong_exchange_rate_for_cash_withdrawal
+Why can't I get cash?,declined_cash_withdrawal
+I have 1 other US card. Can you take that?,supported_cards_and_currencies
+Where did the extra fee on my statement come from?,extra_charge_on_statement
+How do I retrieve my card from the machine?,card_swallowed
+What is the tracking number for the card you sent?,card_arrival
+I'm not sure why my top up request was denied,top_up_failed
+Why would an ATM swallow my card?,card_swallowed
+Why hasn't my transfer been made?,failed_transfer
+"I would like an account for my children, how do I go about doing this?",age_limit
+My ecchange rate was wrong for a cash transaction.,wrong_exchange_rate_for_cash_withdrawal
+How long does it take for an international transfer into my account?,balance_not_updated_after_bank_transfer
+How old do you have to be to be able to open an account?,age_limit
+How can I change the PIN? Do I have to go to a real bank?,change_pin
+I didn't get the right amount at the ATM.,wrong_amount_of_cash_received
+I need help getting the virtual card to work.,virtual_card_not_working
+Can I use my card anywere?,card_acceptance
+Where do you deliver cards by mail?,order_physical_card
+I took cash and got charged a fee,cash_withdrawal_charge
+Where do my funds come from?,verify_source_of_funds
+Why isn't my top up showing on my wallet?,topping_up_by_card
+Why was my top-up unsuccessful?,top_up_failed
+I am still waiting for a transaction to be completed,transfer_not_received_by_recipient
+Can I exchange money from abroad without additional costs?,exchange_charge
+Whats the delivery time to the United States?,card_delivery_estimate
+The exchange rate was wrong when I bought something outside the country.,card_payment_wrong_exchange_rate
+The ATM ate my card.,card_swallowed
+How do I link one your card if I have one already?,card_linking
+Hi there! I need to cancel an order I recently made and start processing a refund. Can you please help me with this and set up the refund as soon as possible? It's very urgent.,request_refund
+Is there a location near me that i can change my PIN?,change_pin
+Why does the top-up need verification?,verify_top_up
+I don't know where to look to find my PIN.,get_physical_card
+The ATM at Metro bank on High St. Kensington didn't return my card. What should I do now that the bank is closed?,card_swallowed
+What steps do I need to take to close my account?,terminate_account
+I want to make a currency exchange to EU.,fiat_currency_support
+Will declined funds I tried to withdraw be returned to me?,wrong_amount_of_cash_received
+"Your service is terrible,. Delete my account,",terminate_account
+I am chatting about an order from a long while back. I never got it to this day and am deeply upset by this! I want all of my money back! I just can not accept paying for something I never got.,request_refund
+What all currencies can be exchanged?,exchange_via_app
+Can I get my salary through this?,receiving_money
+Tell me how to go about activating my new card?,activate_my_card
+I wasn't applied the correct exchange rate for an item I bought,card_payment_wrong_exchange_rate
+What will happen if I want to add money using an international card? Will I run into any fees?,top_up_by_card_charge
+Please delete my account. I am not happy with the service from your company.,terminate_account
+I'm having trouble verifying my ID.,unable_to_verify_identity
+I need to know the cost and when I will receive a new card to replace an old one.,card_about_to_expire
+"If I lost my phone, can someone use my account?",lost_or_stolen_phone
+I see a charge on my account that I don't recall making. I feel like my account may have been compromised.,card_payment_not_recognised
+"I tried to top up using my card, but now the money just disappeared!",topping_up_by_card
+How can I fix a problem where my virtual card is rejected?,virtual_card_not_working
+Is there a discount for frequently exchanging currencies?,exchange_charge
+"Hello, I am facing the issue with my new card as payments are declining again and again. Please help me in this issue.",declined_card_payment
+why was my transfer declined,declined_transfer
+I have tried to use my card several times and it does not work.,card_not_working
+My bank statement doesn't show the cash deposit I made recently.,balance_not_updated_after_cheque_or_cash_deposit
+Can you explain what this random $1 charge is?,extra_charge_on_statement
+Why did I get a transfer declined?,declined_transfer
+Is there a reason that the ATM declined my transaction?,declined_cash_withdrawal
+How do I freeze my card using the app?,compromised_card
+how long dies it take for transfers to reflect on my balance,transfer_timing
+What fees apply when using a card?,card_payment_fee_charged
+I need to reset my passcode. How do I do it?,passcode_forgotten
+Do you have a limit to top ups?,top_up_limits
+I did a transfer to my account but it doesn't show up,balance_not_updated_after_bank_transfer
+Is there a way to obtain a virtual card?,getting_virtual_card
+Will I be charged a fee for exchanging foreign currencies?,exchange_charge
+what is my card PIN,get_physical_card
+How can I top up my account with a card?,topping_up_by_card
+What fiat currencies are supported for holding and exchange?,fiat_currency_support
+What fiat currencies are used for holding transactions?,fiat_currency_support
+"In receiving cash, the wrong exchange rate was used for my transaction.",wrong_exchange_rate_for_cash_withdrawal
+How do i transfer money using my credit card?,topping_up_by_card
+I was wondering if there were any discounts offered for frequent currency exchanges?,exchange_charge
+My new pin needs to be set.,change_pin
+How did my top-up fail?,top_up_failed
+What do I do since the machine swallowed my card. I need one.,card_swallowed
+Is it possible to deposit money in GBP?,receiving_money
+How long does it take for a refund?,Refund_not_showing_up
+"I am traveling to Germany, Will I be able to use my card there?",card_acceptance
+I don't think my card payment exchange rate is correct.,card_payment_wrong_exchange_rate
+Why did the ATM machine fail to give me a cash withdrawal?,declined_cash_withdrawal
+How much will I get with the exchange rate?,exchange_rate
+Someone has taken my money and I don't know who,direct_debit_payment_not_recognised
+What do I need to do to change the address on my account?,edit_personal_details
+Why is there more then one charge on my card I only paid for one not twice how can I fix this?,transaction_charged_twice
+They declined my card payment.,declined_card_payment
+My transfer didn't work,failed_transfer
+Can you tell my why my card payment has been reverted.,reverted_card_payment?
+"I know I didn't make this payment showing up on my card, I don't remember this person at all.",card_payment_not_recognised
+What's the deal? My card was just denied for top up. Why is it not going through?,top_up_failed
+Is there a charge for topping up by transfer?,top_up_by_bank_transfer_charge
+Can you let me know if Visa is among the card scheme assignments?,visa_or_mastercard
+"How do I reset a forgotten passcode, please?",passcode_forgotten
+Is there a list of ATM machines?,atm_support
+I bought something overseas and the wrong exchange rate is on my statement.,card_payment_wrong_exchange_rate
+What do I do when my card is about to expire?,card_about_to_expire
+how do i get a card if i am in the usa,country_support
+what is required documents for new card process ?,contactless_not_working
+Are there any documents needed for the identity check?,verify_my_identity
+Please help me! I need to cancel a transaction.,cancel_transfer
+What all am I required to show for the identity check?,verify_my_identity
+What are the charges for receiving money?,top_up_by_bank_transfer_charge
+What ATMs is the card okay to use at?,atm_support
+Can I do a bank transfer to put additional money in my account because I am out of money?,transfer_into_account
+My transaction was just declined when I was using my disposable virtual card. What can I do?,virtual_card_not_working
+How can I get my card back out?,card_swallowed
+Any fee for topping up?,top_up_by_card_charge
+Will I be charged for topping up by card?,top_up_by_card_charge
+Is there a verification code for top-ups?,verify_top_up
+Do you accept other currencies besides US Dollars?,supported_cards_and_currencies
+I need a few more physical cards.,getting_spare_card
+Am I able to get a card in EU?,country_support
+"If I need more cards, are there any fees?",getting_spare_card
+I've transferred money before without issue but now I am encountering an error stating that it isn't possible. Why is that?,beneficiary_not_allowed
+can I have a non virtual card?,order_physical_card
+"When traveling, can I auto top-up my card at certain times?",automatic_top_up
+How do I go forth on transferring money into my account?,transfer_into_account
+Why does it say pending cash withdrawal on my statement?,pending_cash_withdrawal
+What stores can I sue my card?,card_acceptance
+Can I order a virtual card?,getting_virtual_card
+I have a transaction that shows several times,transaction_charged_twice
+What are the steps to getting a virtual card?,getting_virtual_card
+What do I do if my virtual card won't work.,virtual_card_not_working
+how do you determine your exchange rates because one of yours was off when i got cash,wrong_exchange_rate_for_cash_withdrawal
+Can I top up by cheque?,top_up_by_cash_or_cheque
+"please delete my account, your services are not up to par.",terminate_account
+Can you cancel my purchase?,request_refund
+I am having trouble verifying my identity.,unable_to_verify_identity
+How do I find my card PIN?,get_physical_card
+Where can I see the refund in my account,Refund_not_showing_up
+There is a fee on my account. Why?,card_payment_fee_charged
+Which ATMs accept this card?,atm_support
+My transaction needs to be canceled.,cancel_transfer
+Can i get a single use virtual card,get_disposable_virtual_card
+How is the top-up card verified?,verify_top_up
+Status of the card I ordered.,card_arrival
+Why is it taking so long for my cash withdrawal to no longer show as pending?,pending_cash_withdrawal
+"My things were stolen yesterday and I can't use any apps or anything, so I am going to need some help.",lost_or_stolen_phone
+I made this payment days ago so why hasn't it gone through yet?,pending_card_payment
+I don't like your company. Delete my account.,terminate_account
+"How come you charge for cash withdrawals? I withdrew cash after buying groceries today, and there seems to be a new fee",cash_withdrawal_charge
+"The service of this company sucks, I need to terminate my account.",terminate_account
+"I was charged a fee when making this transfer, and I don't think I should have been!",transfer_fee_charged
+What things do I need to verify my identity?,verify_my_identity
+"I need support options, I want to top my card",supported_cards_and_currencies
+My statement has a dollar I have been charged showing up on it.,extra_charge_on_statement
+Why is my payment pending?,pending_card_payment
+I accidentally blocked my PIN. How do I reset it?,pin_blocked
+"I am unhappy with my purchase, how do I cancel the order?",request_refund
+I got my new card. How do I activate it?,activate_my_card
+What is the process for activating my card?,activate_my_card
+WHERE IS MY MONEY I WAS USING MY CARD AND IT DISAPPEARED,topping_up_by_card
+Do you know what the restriction of the disposable cards are?,disposable_card_limits
+I was taking out funds and was unable to regain my card.,card_swallowed
+My card got lost.,lost_or_stolen_card
+Can I receive my salary in a currency other than what it is deposited in?,receiving_money
+I'm not quite understanding why my cash withdrawal is showing as pending.,pending_cash_withdrawal
+What are the ways for others to transfer me money?,receiving_money
+"I requested a refund, and never received it. What can I do?",Refund_not_showing_up
+What would lead to my top up still pending?,pending_top_up
+Can I have it add money at certain time intervals when I travel?,automatic_top_up
+"Why did I get charged for something I bought online? Even though it was international, I thought it would be covered.",transfer_fee_charged
+why wouldn't you support american express? its a card i like and use often and i don't want to get a different one,supported_cards_and_currencies
+Does the card you sent have a way to track to it?,card_arrival
+How do I freeze my card? I think someone is using it to make a bunch of online transactions.,compromised_card
+What credit cards are supported?,supported_cards_and_currencies
+how do I link a card I already have?,card_linking
+So I just put my top-up into the card and it hasn't changed.,pending_top_up
+Can I top up using my car?,topping_up_by_card
+The stupid machine just swallowed my card!! I need a new one ASAP,card_swallowed
+Is it possible to verify a top up?,verify_top_up
+How do I pay by check?,top_up_by_cash_or_cheque
+I need to find out what is the limit for top-ups.,top_up_limits
+Can I get a spare card for someone else to use?,getting_spare_card
+My phone was stolen,lost_or_stolen_phone
+I can't transfer money from my account.,declined_transfer
+I got a fee for an ATM withdrawal.,cash_withdrawal_charge
+What do I need to do to verify my identity?,verify_my_identity
+What do I do if the bank machine won't accept my PIN attempts anymore?,pin_blocked
+What is the transfer fee charge?,transfer_fee_charged
+I would like to exchange currencies,exchange_via_app
+What do I need to verify my identity,verify_my_identity
+I want a virtual card!,getting_virtual_card
+How are exchange rates calculated?,exchange_rate
+How do I claim a refund?,request_refund
+What is the youngest someone can be to open an account?,age_limit
+"I have one of your cards already, how do I link it?",card_linking
+My withdrawl is still pending. Why?,pending_cash_withdrawal
+What locations are you in?,country_support
+What currencies is an exchange rate calculated in?,exchange_rate
+Why did the app deny my top up?,top_up_failed
+I want a card. What is the procedure?,order_physical_card
+How do I use my new card?,activate_my_card
+Where is the money that I asked for? I asked for more than I got!,wrong_amount_of_cash_received
+Can I use American Express to add money into my account?,supported_cards_and_currencies
+I have to have several disposable cards per day.,disposable_card_limits
+What is the payment in my account that I did not do?,card_payment_not_recognised
+I'd like to know why my top-up was canceled please.,top_up_reverted
+What is the maximum I can transfer before I incur fees?,transfer_fee_charged
+Why have I been charged twice for the same transaction?,transaction_charged_twice
+There is a suspicious cash withdraw on the account.,cash_withdrawal_not_recognised
+I have to transfer something to China as fast as I can. How long will it take to arrive in China?,transfer_timing
+I would like to delete my account.,terminate_account
+I know I have enough funds in my account but my card payment hasn't worked for some reason. What do I do?,declined_card_payment
+I receive my salary in GBP. Do I need to configure this somehwere?,receiving_money
+I am not able to do contactless.,contactless_not_working
+I have forgotten my passcode to access my app,passcode_forgotten
+"I purchased some makeup through a site in China, and I was under the impression that when I make transfers there is no fee. Why am I seeing this fee now? I am not happy about this at all.",transfer_fee_charged
+How can the recipient see my money transaction?,transfer_not_received_by_recipient
+My card is just not working at this time.,virtual_card_not_working
+Why isn't my transfer going through? I get a message saying it's not possible. I've had no issues in the past.,beneficiary_not_allowed
+Where does all this money come from though?,verify_source_of_funds
+My card was declined today when eating and I need to know what's wrong.,card_not_working
+A wrong exchange rate was applied to a transaction made abroad.,wrong_exchange_rate_for_cash_withdrawal
+Why has my card payment been declined?,declined_card_payment
+Help my verify my id.,unable_to_verify_identity
+My transfer will not go through.,failed_transfer
+What are the limits for disposable virtual cards?,disposable_card_limits
+I would prefer a visa card,visa_or_mastercard
+I can not find my card pin.,get_physical_card
+"May I use my account now, even though the identity verification has not gone through yet?",why_verify_identity
+I can't use my card.,card_not_working
+May I have a second card?,getting_spare_card
+is there a fee for a transfer? if so how much will it be?,top_up_by_bank_transfer_charge
+How much can I top-up to my card at a time?,top_up_limits
+Can I hold money in multiple currencies?,fiat_currency_support
+Where is the money I topped off with?,pending_top_up
+The app doesn't know it's me.,unable_to_verify_identity
+"More than one time this week, I have been charged more than once for the same transaction. Please correct the issue and refund the duplicate charges.",transaction_charged_twice
+"When I made a transfer, there was a fee. Why?",transfer_fee_charged
+Do you have Visa or Matercard?,visa_or_mastercard
+I was looking to buy another card today.,getting_spare_card
+What locations can a card be delivered to?,order_physical_card
+I just lost my wallet and I see that they are already withdrawing money from my account. How can I stop this?,cash_withdrawal_not_recognised
+What kind of fiat currency can I used for holding and exchange?,fiat_currency_support
+Tell me how to cancel a transfer.,cancel_transfer
+Are the top-ups limited?,top_up_limits
+My disposable virtual card doesn't seem to work,virtual_card_not_working
+"Hi. I just withdrew cash from an ATM and received the wrong amount. However, my app shows the correct amount I withdrew. How do I get the rest of the cash?",wrong_amount_of_cash_received
+I would like to get help from someone with activating my card.,activate_my_card
+My transfers are being declined. IT has always worked for me but now it's declining my card. I've tried several times.,declined_transfer
+Trouble transferring transaction contact for help,declined_transfer
+My card is gone I think it was stolen,lost_or_stolen_card
+What are disposable cards?,get_disposable_virtual_card
+The ATM did not allow me to withdraw,declined_cash_withdrawal
+How many cards can I have for one account?,getting_spare_card
+Do you know why my card payment was reverted?,reverted_card_payment?
+I would like to know why my transfer was declined.,declined_transfer
+Why has my transfer failed?,failed_transfer
+Is cash good to top up with?,top_up_by_cash_or_cheque
+Can I use my account without verifying my identity?,why_verify_identity
+How old does my kids need to be to open an account?,age_limit
+How can someone add money to my account?,topping_up_by_card
+There is a charge on my card that I did not make,card_payment_not_recognised
+how do i get a virtual card for one time use,get_disposable_virtual_card
+"My card is broke, what do I do?",card_not_working
+I have paid money into my account but it doesn't show.,balance_not_updated_after_cheque_or_cash_deposit
+I'm quite confused as to what is going on. There is some odd extra pound charge on my statement in the app that's just listed as pending and doesn't go away since a couple days.,extra_charge_on_statement
+How do I order a new card before It expires?,card_about_to_expire
+Is there an exchange fee?,exchange_charge
+My card still hasn't arrived after 2 weeks. Is it lost?,card_arrival
+Do you offer additional currency options?,fiat_currency_support
+What would the price be for an expired card replacement and how long will it take me to get it?,card_about_to_expire
+I would like to transfer money from my other bank account into this one.,transfer_into_account
+Where can I find my PIN?,get_physical_card
+"I was charge a fee for my transfer, why?",transfer_fee_charged
+I need to change my account details,edit_personal_details
+do I need to verify my identity every time I log into my account?,why_verify_identity
+I broke my card,card_not_working
+Can I exchange and hold all fiat currencies?,fiat_currency_support
+I'm trying to transfer money into my account.,transfer_into_account
+My top up failed.,top_up_failed
+Tell me how many transactions I can do with a disposable card.,disposable_card_limits
+What are your policies for card transfers?,failed_transfer
+"I sent out money, but was charged extra for transferring. Why?",transfer_fee_charged
+Do you have a list of countries you operate in?,country_support
+Is there a way to revert my transaction from this morning?,cancel_transfer
+Do you have to order a new card before your current card expires?,card_about_to_expire
+A transaction is repeated several times on my account.,transaction_charged_twice
+Am I able to exchange currencies?,fiat_currency_support
+Why was my card payment cancelled?,reverted_card_payment?
+"Why do I get charged additional fees on some payments, but not others?",card_payment_fee_charged
+how come the verification with the top up,verify_top_up
+"I get paid in GBP. Should I configure this and if so, where?",receiving_money
+What ATMs can I withdraw money from?,atm_support
+I made a transfer 12 hours ago. Why is it still listed as pending?,pending_transfer
+Send my card as soon as you are able to.,card_delivery_estimate
+Why didn't the ATM give me my money?,declined_cash_withdrawal
+I need some help with identity verification.,verify_my_identity
+My transfer is still pending and I know the account numbers are correct. Please help.,pending_transfer
+Why do you require so many identity details?,why_verify_identity
+I transferred money and was charged and want to know why.,transfer_fee_charged
+The rate of exchange isn't right for my cash withdrawal.,wrong_exchange_rate_for_cash_withdrawal
+"I was double charged, and the second charge is showing as ""pending"". How long will it be before I get my money back once the second charge has been refunded?",pending_card_payment
+Can I have a second card?,getting_spare_card
+What do I need to do to activate my card?,activate_my_card
+Why would i not be able to do a transfer to a beneficiary?,beneficiary_not_allowed
+Are you able to locate my card?,lost_or_stolen_card
+There is a fraudulent charge on my statement.,card_payment_not_recognised
+Who accepts this card?,card_acceptance
+How can I see my source of funds?,verify_source_of_funds
+What countries do you currently do business in?,country_support
+My transfer is pending.,balance_not_updated_after_bank_transfer
+Something went wrong with my withdrawal. The amount of money isn't right.,wrong_amount_of_cash_received
+"I've just moved address from a place in Durham to a place in Walton-On-The-Naze. I have a new landlord at my new house and they haven't got my payment but I know I sent it on time, can you check they got it please?",transfer_not_received_by_recipient
+cash from this morning has not deposited,balance_not_updated_after_cheque_or_cash_deposit
+There is a payment that is not mine in the app. Please advise/,card_payment_not_recognised
+Can you help me reset my password?,passcode_forgotten
+Why are you declining my payment? Everything was fine.,declined_card_payment
+I was declined when I tried to get cash.,declined_cash_withdrawal
+I cannot use my card.,card_not_working
+I need my funds verified.,verify_source_of_funds
+What currencies can I hold money in?,fiat_currency_support
+My card was not accepted.,declined_card_payment
+Can I change from one currency to another?,exchange_via_app
+"I was out today looking forward to pay with my new card, turns out the payment just kept getting declined. This is really sad, what's going on?",declined_card_payment
+"I need to top up cash, How do I do it?",top_up_by_cash_or_cheque
+"I am trying to make a transfer and am unsuccessful, can you please tell me why?",failed_transfer
+"I've notice I was charged for withdrawing cash, can you explain why?",cash_withdrawal_charge
+What steps must I follow to get a Visa credit card?,visa_or_mastercard
+"Could you please check one of my transfer which i made few hours ago from my UK bank account, as its not showing yet.",balance_not_updated_after_bank_transfer
+I attempted to get cash but was declined.,declined_cash_withdrawal
+Do you use Mastercard or Visa?,visa_or_mastercard
+Why isn't my contactless not working?,contactless_not_working
+I'd like more information about choosing a Visa or Mastercard.,visa_or_mastercard
+Is my PIN located on my account somewhere?,get_physical_card
+My salary is in GBP; how can I note this in the app?,receiving_money
+Is there a top up limit for my account?,top_up_limits
+"The exchange rate given to me wasn't correct, after i purchased an item",card_payment_wrong_exchange_rate
+My top-up was revoked.,top_up_reverted
+How do I report my card stolen?,lost_or_stolen_card
+How does a transfer work?,transfer_into_account
+"I couldn't use my contactless this morning, it wasn't accepted.",contactless_not_working
+"How can I request cash back? The ATM just gave me the wrong amount, the app shows the amount that I've been actually charged though...",wrong_amount_of_cash_received
+Is there a fee when you pay with your card?,card_payment_fee_charged
+How much money can i top up?,top_up_limits
+I want to reverse a purchase. Can I cancel it?,request_refund
+"I really need money from my card today, but my card is getting declined. Please help!!",top_up_failed
+"This is URGENT, I typed the wrong payment information for a payment I needed to make and have clicked send, I need to reverse the transaction immediately.",cancel_transfer
+Can I top up using a cheque?,top_up_by_cash_or_cheque
+I got charged and extra fee when I transferred money so why was I charged?,transfer_fee_charged
+I lost my phone!,lost_or_stolen_phone
+For some reason my account's been charged an extra dollar.,extra_charge_on_statement
+Someone stole my cards!,lost_or_stolen_phone
+I'm not sure why I was charged an extra fee for transferring funds.,transfer_fee_charged
+I'd like to use cash to top up. How do I find that option?,top_up_by_cash_or_cheque
+what do i do if my verification failed,unable_to_verify_identity
+Can I use cash to top up my account?,top_up_by_cash_or_cheque
+I don't live in the UK. Can I still get a card?,country_support
+What is needed to prove my identity?,verify_my_identity
+Why is my cash withdrawal from the ATM still not yet showing as confirmed in my account?,pending_cash_withdrawal
+How do I reset the passcode?,passcode_forgotten
+what happens to the funds if a merchant refuses the payment,reverted_card_payment?
+I understand that this is extremely late. After going over my transactions for the last couple of months I noticed a large charge that I'm sure I did not make. Is there anyway I can still dispute this?,direct_debit_payment_not_recognised
+Can my card be used everywhere?,card_acceptance
+How old does one have to be to have an account with the bank?,age_limit
+How can I top up with this cheque I got?,top_up_by_cash_or_cheque
+"I have been waiting longer than expected for my bank card, could you provide information on when it will arrive?",card_arrival
+What do I do if the ATM ate my card?,card_swallowed
+My withdrawal was cancelled.,declined_cash_withdrawal
+"Hi, I'm buying a flat and I'm trying to get my mortgage to go though. Every time I check I simply get an error message. Is there any way you can help me get this money transferred over. Thanks!",failed_transfer
+My card is being declined for a purchase. I bought items before and the card worked. Do you know what the problem is?,reverted_card_payment?
+I need to verify my identity,verify_my_identity
+What are all the currencies and cards supported to use this?,supported_cards_and_currencies
+How long does shipping take to get to a US destination?,card_delivery_estimate
+How do I change GBP to AUD?,exchange_via_app
+Do I need to choose GBP to get my salary deposited properly?,receiving_money
+How do I fix a reverted top up?,top_up_reverted
+My card was topped this morning but I can't see the funds. Why didn't it complete?,pending_top_up
+Some of my card payments look different than where I purchased products from. Why is that?,card_payment_not_recognised
+How long does a transfer take from china?,transfer_timing
+Some idiot stole my card.,lost_or_stolen_card
+My app shows some cash I didn't get.,cash_withdrawal_not_recognised
+Is there a fee for transfer top-up?,top_up_by_bank_transfer_charge
+I took out money from a transaction machine and it exchanged the wrong dollar value amount from another currency!,wrong_exchange_rate_for_cash_withdrawal
+Why is my top up still pending?,pending_top_up
+Can I use this to receive my salary?,receiving_money
+I need a new passcode.,passcode_forgotten
+"How long does it take for transfers to finish? I sent funds to my pal, and she says that she has not gotten anything.",transfer_not_received_by_recipient
+Why was my ATM transaction cancelled?,declined_cash_withdrawal
+Cash deposit to my account but it has not appeared.,balance_not_updated_after_cheque_or_cash_deposit
+Why does my statement have these extra charges?,extra_charge_on_statement
+I need to update my current address,edit_personal_details
+How do you fix my card payment?,declined_card_payment
+My transaction is still showing that is pending from my cash withdrawal.,pending_cash_withdrawal
+can you assist me with the auto top up ?,automatic_top_up
+Why can't I activate my card?,activate_my_card
+How can I edit my personal details?,edit_personal_details
+Do you work with all fiat currencies?,fiat_currency_support
+"If my card is trapped in the ATM, what do I do?",card_swallowed
+My card got stolen!,lost_or_stolen_card
+Can I directly transfer my salary onto here?,receiving_money
+where to funds come from,verify_source_of_funds
+Can you remove my account please?,terminate_account
+Where do I need to go in the app to enter my card info?,card_linking
+What do I do if the ATM didn't give me the correct amount I withdrew? I pulled out 30 pounds and the ATM gave me 10 pounds.,wrong_amount_of_cash_received
+I tried making an update to my balance using cheque just yesterday but it doesn't appear to have worked. Should this not be a faster process? I need you to please check over my account because something has went wrong.,balance_not_updated_after_cheque_or_cash_deposit
+Show me how to change my pin?,change_pin
+What places will accept my card?,card_acceptance
+there's a delay in my top-up,pending_top_up
+Why doesn't a return show up im my account from a purchase I made?,Refund_not_showing_up
+How do I link my card,card_linking
+Can I use any currency to add money?,supported_cards_and_currencies
+How do the disposable cards work?,get_disposable_virtual_card
+It appears that I am being double charged for some items that I have purchased this past week. Please review and correct.,transaction_charged_twice
+Where on the website do I go to link my card?,card_linking
+Where can I get a disposable virtual card?,get_disposable_virtual_card
+I am not able to do a transfer to an account,beneficiary_not_allowed
+Are there any extra hidden fees for exchanging currencies?,exchange_charge
+My top up is not working in Apple Pay.,apple_pay_or_google_pay
+I'm pretty sure my top up failed. How do I fix this?,top_up_failed
+Where can the card be used?,card_acceptance
+My top up didn't work.,top_up_failed
+The app denied my topped up.,top_up_failed
+What is the best way to exchange currency?,exchange_via_app
+Can I use the system Google Pay for top-ups?,apple_pay_or_google_pay
+Is there a maximum i can top up?,top_up_limits
+I'm looking for the option to top up by cheque.,top_up_by_cash_or_cheque
+What currency's can i exchange for?,exchange_via_app
+They charged me wrong for a currency exchange on a purchase.,card_payment_wrong_exchange_rate
+I just completed a bank transfer and the balance didn't update,balance_not_updated_after_bank_transfer
+why does the app show a direct debit payment that I did not authorize,direct_debit_payment_not_recognised
+"Hello, I found the card I misplaced and I need to reactive it, how do I do that?",card_linking
+Will my friend be able to top off my account?,topping_up_by_card
+"Something went wrong, I was charged an extra pound?",extra_charge_on_statement
+Do you do SWIFT transfers?,top_up_by_bank_transfer_charge
+"Someone stole my card. I need to report it stolen. I made a police report already, but how do I report it with you?",lost_or_stolen_card
+Contactless isn't working for me,contactless_not_working
+Why isn't my virtual card working?,virtual_card_not_working
+How are currencies exchanged?,exchange_via_app
+How come I can't take money out of the ATM?,declined_cash_withdrawal
+What happens if my card is stuck in the ATM?,card_swallowed
+The top-up is pending.,pending_top_up
+I think there has been a purchase made that wasn't by me.,card_payment_not_recognised
+I'm trying to figure out the current exchange rate.,exchange_rate
+I would like to transfer some money from my other bank account into this one.,transfer_into_account
+"I did transfer, why is it pending",pending_transfer
+Why do you keep declining my payment? I tried several times already with this card and it's just not working,declined_card_payment
+When does the money get transferred to my account,transfer_timing
+What is the activation process on my new card?,activate_my_card
+Why would my top up be cancelled?,top_up_reverted
+Will salary be received through this?,receiving_money
+I need to create several disposable cards per day.,disposable_card_limits
+My card payment is pending.,pending_card_payment
+I was charged a fee after using my card and I shouldn't have been.,card_payment_fee_charged
+"in china, need new card",card_about_to_expire
+Do charge fees for transfers?,transfer_fee_charged
+I didn't take out money from an ATM but my app statement shows that I did. How can I fix this?,cash_withdrawal_not_recognised
+I would like to know any restrictions for the disposable cards.,disposable_card_limits
+How long will it take to get to me?,card_delivery_estimate
+Is the PIN delivered separately?,get_physical_card
+Is it normal to have to wait over a week for my new card?,card_arrival
+cash deposit to my account has shown a red flag.,balance_not_updated_after_cheque_or_cash_deposit
+How do I show this stupid system that this is really my identity?,unable_to_verify_identity
+"I'm not sure where my phone is, I think someone stole it or it's lost.",lost_or_stolen_phone
+How many days until the money will be in my account?,transfer_timing
+The app denied my top-up,top_up_failed
+How do I interconvert between AUD and GBP?,exchange_via_app
+I used the ATM machine to get money out for Holiday shopping and saw the outrageous charges. Why is that? I would not have used the ATM if I had known!,wrong_exchange_rate_for_cash_withdrawal
+"I transferred the rent payment for my new place a couple days ago but the landlord says it's not there yet, despite showing up as done on my side. I checked the account number I sent it to and it's definitely correct. Can you please verify if the transaction really went through or not?",transfer_not_received_by_recipient
+What is the procedure for getting another card?,getting_spare_card
+what's the process for getting a disposable virtual card?,get_disposable_virtual_card
+Why doesn't my disposable virtual card work?,virtual_card_not_working
+whats the exchange charge,exchange_charge
+I got topped up but the application reverted it.,top_up_reverted
+Are there any specific ATMs that this card can be used at?,atm_support
+Why hasn't my balance increased after depositing a check?,balance_not_updated_after_cheque_or_cash_deposit
+What is the verification code on a top-up?,verify_top_up
+What places can I use my card?,card_acceptance
+Tell me why my transfer failed!,failed_transfer
+I would like a virtual card- where can I purchase one?,getting_virtual_card
+Something is wrong with my payment account since it has been declined,declined_card_payment
+Do I need to verify my identity?,why_verify_identity
+I have a pending cash withdrawal,pending_cash_withdrawal
+How do I add a card to the app?,card_linking
+Can I resent my passcode?,passcode_forgotten
+What do I need to do for a PIN?,get_physical_card
+"I had a cheque deposited, but I still haven't seen the cash.",balance_not_updated_after_cheque_or_cash_deposit
+If I wanted to make a change from GBP to AUD what is the process?,exchange_via_app
+What is the limit to a top-up?,top_up_limits
+"There must be an issue, why has my card been cancelled?",reverted_card_payment?
+I just have one other card from the US. Is that okay?,supported_cards_and_currencies
+What cards to do you support to top up.,supported_cards_and_currencies
+How do I get a physical card?,order_physical_card
+I was contacted by a seller with a message that they never received my money. I am 100% sure it was taken from my account so I definitely need this sorted out soon.,reverted_card_payment?
+I want this amount reversed out of my account.,request_refund
+What can you do to unblock my pin?,pin_blocked
+I would like to not have to do the identity verification.,why_verify_identity
+How come I was charged extra when I withdrew cash?,cash_withdrawal_charge
+I tried to send someone money but they haven't received it.,transfer_not_received_by_recipient
+I made a cash withdrawal but the pending status is taking forever.,pending_cash_withdrawal
+How can I start using my card?,activate_my_card
+How to change the PIN on my card?,change_pin
+What is the point of an identity check?,why_verify_identity
+I would like to change my pin.,change_pin
+What can I use a virtual disposable card for?,disposable_card_limits
+"My latest payment was declined, I was told everything was back to working order. What happened?",declined_card_payment
+How do I verify a top-up?,verify_top_up
+where is theft-top option?,automatic_top_up
+I was trying to use my virtual card at a merchant and it was rejected. How can I fix this?,virtual_card_not_working
+What do you charge for physical cards?,order_physical_card
+My cash deposit from a week ago hasn't shown up. I need the money - how quickly can you sort this out?,balance_not_updated_after_cheque_or_cash_deposit
+In my statement there is a payment that is I do not recognize,card_payment_not_recognised
+Why did I not get my cash back after I withdrew?,wrong_amount_of_cash_received
+The withdrawal was declined I am unsure as to why this happened?,declined_cash_withdrawal
+If I make a top-up are there charges applied?,top_up_by_bank_transfer_charge
+How do I transfer money to my account?,transfer_into_account
+Where is my money? I transfered it and it isn't in my account.,balance_not_updated_after_bank_transfer
+I cannot use my disposable virtual card.,virtual_card_not_working
+Hello I made a bank transfer couple hours ago from my UK account but it doesn't show up yet. Can you please check if everything is alright with it?,balance_not_updated_after_bank_transfer
+I cannot get my virtual card to work.,virtual_card_not_working
+Can you freeze my account? I just saw there are transactions on my account that I don't recognize. How can I fix this?,card_payment_not_recognised
+"I have a cheque here, can I use it to top off my account?",top_up_by_cash_or_cheque
+What is a pending payment?,pending_card_payment
+"My disposable virtual card was rejected by the merchant, please help?",virtual_card_not_working
+I put money into my account for the minimum balance but the application didn't accept.,top_up_reverted
+How do I do an international transfer?,transfer_into_account
+someone stole my money,direct_debit_payment_not_recognised
+Can you help my fix my contactless?,contactless_not_working
+"I did not get my card yet, is it lost?",card_arrival
+What is the minimum age?,age_limit
+So the transfer finally worked but now it's been pending for quite a long time. How long do you expect me to wait for it? It's quite urgent,pending_transfer
+What is my card's PIN?,get_physical_card
+I had a payment that I made and it's been some amount of time and would like to know when it's suppose to go though.,pending_card_payment
+Is my currency okay to add money with?,supported_cards_and_currencies
+Can I change to another currency?,exchange_via_app
+How long does it take to process transfers from Europe?,transfer_timing
+are both visa and mastercard available to me?,visa_or_mastercard
+Can you help me sign up for a virtual card?,getting_virtual_card
+Why did I get less money than I asked for?,wrong_amount_of_cash_received
+What locations can I top up with cash?,top_up_by_cash_or_cheque
+"How can I fix my card, it got declined twice.",declined_transfer
+what is this charge on my account,direct_debit_payment_not_recognised
+How do I reset my PIN?,pin_blocked
+I a having trouble proving my identity,unable_to_verify_identity
+How long does it take for funds to come through the US to my account?,transfer_timing
+Could you please activate my card,activate_my_card
+What are some reasons that would cause ATM machines to decline my card? It has happened to me multiple times!,declined_cash_withdrawal
+I submitted my transfer but it has been pending for quite a while and I was wondering what takes so long? why hasn't it completed,pending_transfer
+Why was I declined at the ATM today when I was trying to make a withdraw?,declined_cash_withdrawal
+I need a new PIN.,change_pin
+How can i get multiple disposble cards.,disposable_card_limits
+Payment i did not do,card_payment_not_recognised
+"I tried taking money from the ATM but no money came out, but the transaction is still pending? How is this possible?",pending_cash_withdrawal
+Help me reset the passcode.,passcode_forgotten
+There is an extra charge on my app that I was not told about or I was aware of!,extra_charge_on_statement
+Can you give me a visa?,visa_or_mastercard
+Is it possible to use Apple Pay to put money in my account?,apple_pay_or_google_pay
+The exchange rate for my withdrawal isn't correct and doesn't match the actual exchange rate.,wrong_exchange_rate_for_cash_withdrawal
+"I've just come back from an eating holiday in the USA and Canada and have SO many pending and duplicated transactions on my account. I think there is something wrong, can you look in to it please?",transaction_charged_twice
+Do you have a list of exchange rates?,exchange_rate
+How can I check the source of funds?,verify_source_of_funds
+Can I top up using an international card,top_up_by_card_charge
+I made an error in payment yesterday and I need it fixed asap because it's for my rent tomorrow.,cancel_transfer
+I tried to transfer money but it said it wasn't possible? I've done this before and it worked why isn't it working now?,beneficiary_not_allowed
+"There is an incoming payment into my account, but it is deactivated. Will they still be processed?",fiat_currency_support
+I do not wish to verify my identity.,why_verify_identity
+How can I get a real-life card of my own?,order_physical_card
+"I tried topping up but my funds seem to be pending. I want to buy something right now, what do I do?",pending_top_up
+I've been unable to pay contactless with my card for over a week now. Is there a way to fix this issue?,contactless_not_working
+Will my transfer immediately show up in my account?,transfer_timing
+What do you need to verify my identity?,verify_my_identity
+My refund is missing from my statement.,Refund_not_showing_up
+Do transfers from Europe take longer?,transfer_timing
+Where is my refund? I have been checking my account all day.,Refund_not_showing_up
+What is stopping my money from transferring?,failed_transfer
+"I recently got a new place while I'm staying abroad and have been using this account to manage payments, but suddenly I am seeing fees increase. Where are these additional fees coming from?",transfer_fee_charged
+I believe my card payment exchange rate is incorrect.,card_payment_wrong_exchange_rate
+My virtual card won't work.,virtual_card_not_working
+Pending transfer?,pending_transfer
+Is there a fee to exchange foreign money?,exchange_charge
+Do you happen to do exchanges of EUR?,fiat_currency_support
+The exchange rate you gave me for my cash withdrawal is wrong,wrong_exchange_rate_for_cash_withdrawal
+Why is my disposable virtual card being denied?,virtual_card_not_working
+"I need to make a transfer, what will the fee be?",top_up_by_bank_transfer_charge
+Can you explain the transfer fee to me?,transfer_fee_charged
+How do I top up my account with a cash payment?,top_up_by_cash_or_cheque
+Do you know why my contactless won't work?,contactless_not_working
+Can a card stop working?,card_not_working
+I am still waiting for my card after 1 week. Is this ok?,card_arrival
+How much does it cost to exchange currencies?,exchange_charge
+I cannot locate the verification code for my top-up card. Please help me.,verify_top_up
+"Next month my card will expire, do I need to order a new one?",card_about_to_expire
+What age can sign up for services?,age_limit
+"How long does a transfer take from the point it's sent, to the point it arrives in my account?",transfer_timing
+What is the fee to receive money?,top_up_by_bank_transfer_charge
+"Hey, my card was declined at an ATM in the city centre theatre. My account says the transaction is pending, though. I didn't get the money, though, so what does that mean?",pending_cash_withdrawal
+Can this app help me exchange currencies?,exchange_via_app
+What do I need to do to get a refund?,request_refund
+I tried to pay contactless at the bus today and it didn't work. Any ideas why?,contactless_not_working
+"I topped up by card a while ago and it's still pending, surely it should be done by now?",pending_top_up
+How do I avoid getting charged a fee on my card?,card_payment_fee_charged
+How do I locate my card?,card_arrival
+Why do you need all this information about my Source of Funds?,verify_source_of_funds
+has my top-up has been cancelled,top_up_reverted
+What do i need to verify my id?,unable_to_verify_identity
+"Your top-up function isn't working, it still says pending even though I know my card works.",pending_top_up
+I can not get the app to know it is me.,unable_to_verify_identity
+Why could my transfer have been declined?,declined_transfer
+Can I exchange between GBP and USD on the app?,exchange_via_app
+"I'm concerned about a payment that has recently been made on my card. I do not recognize the name that the transaction went to, can you help me?",card_payment_not_recognised
+"Since my pin is blocked, would you help me unblock it?",pin_blocked
+I deposited cash this morning and I am still waiting,balance_not_updated_after_cheque_or_cash_deposit
+i was charged when i used a us issued card. why and what cards are free to use to add money,top_up_by_card_charge
+What is the current exchange rate for me?,exchange_rate
+I have not received the amount of cash i was supposed to.,wrong_amount_of_cash_received
+What's the deal with no cryptocurrency on your app?,beneficiary_not_allowed
+Will there be any charges for money received?,top_up_by_bank_transfer_charge
+At which ATMs can I use this card?,atm_support
+Do you accept checks?,top_up_by_cash_or_cheque
+What is the auto top up function and where can I find that at?,automatic_top_up
+"My entire gym bag, including my wallet, was stolen out of my locker today. Everything in my wallet is gone - how do I block the card to make it can't be used?",lost_or_stolen_card
+What would make a decline message show up during a transfer?,declined_transfer
+It looks like this week I was double charged for a couple things. Is there any way that you can look into this for me and return the double charged items back to my card?,transaction_charged_twice
+What is the process for using my credit card to transfer money?,topping_up_by_card
+When will my card be activated?,activate_my_card
+"My card's expiring, what happens now?",card_about_to_expire
+My salary is received in the form of GBP. Do I need to do anything specific to configure this?,receiving_money
+Can you help me figure out what's happening? I'm trying to transfer money to a friend but it keeps getting returned. I'm not sure what i'm doing wrong.,failed_transfer
+How can I get the cash deposit to show up on my account?,balance_not_updated_after_cheque_or_cash_deposit
+How long is it going to take for my funds to show in my account?,transfer_timing
+How do I troubleshoot Google pay top up?,apple_pay_or_google_pay
+"I tired to move my money, but my transfer was declined.",declined_transfer
+How long does it take for a payment to go thru? I made one a few days ago and it has not been cleared yet.,pending_card_payment
+How can I cancel a transfer?,cancel_transfer
+I have withdrawn cash from ATM but i received the wrong amount. I want cash back as in app its showing actual amount which i got. Please help me in this.,wrong_amount_of_cash_received
+I have a transfer that's pending and wanted to know how long it is going to take to process?,pending_transfer
+What reason did my top-up fail for?,top_up_failed
+Is there a fee for exchanging foreign currencies?,exchange_charge
+"If my card is about to expire, do I need to order a new one?",card_about_to_expire
+I want to know if there is a maximum I can top up.,top_up_limits
+It doesn't look like the top-up completed.,pending_top_up
+What are your international exchange rates?,exchange_rate
+Where can I change my personal information after I move?,edit_personal_details
+Im waiting for my transaction to go through.,transfer_not_received_by_recipient
+I transferred some money but it is yet to arrive.,balance_not_updated_after_bank_transfer
+What should I do if I see a payment I didn't make?,card_payment_not_recognised
+Can I hold money in other currencies?,fiat_currency_support
+Why did I not get a virtual card yet?,getting_virtual_card
+How do I apply for a refund?,request_refund
+"Since my id hasn't been verified, when can I use my account?",why_verify_identity
+"My beneficiary has been denied, is this normal?",beneficiary_not_allowed
+Can I submit a check or cash payment?,top_up_by_cash_or_cheque
+I wanted to use my contactless at the metro today but it didn't accept it!,contactless_not_working
+How do I unblock my PIN?,pin_blocked
+Are my friends able to add funds to my account?,topping_up_by_card
+Why can't I find my PIN?,get_physical_card
+Where do I request another card?,getting_spare_card
+Do you accept exchanges to EUR?,fiat_currency_support
+"I'm not in the UK, can I get a card?",country_support
+Where is the transfer I started?,transfer_not_received_by_recipient
+How long does a card delivery take?,card_arrival
+What is accepted in regards to cards and currencies?,supported_cards_and_currencies
+I would like to receive a few more physical cards.,getting_spare_card
+I go the wrong exchange rate applied to my purchase in a foreign country.,card_payment_wrong_exchange_rate
+I tried to buy something online yesterday but it kept saying declined. Tried again today but same thing happened. What's broken?,declined_transfer
+Can I get a card even if I live outside the UK?,country_support
+I want to change my name.,edit_personal_details
+"When I topped up, the app reverted my funds.",top_up_reverted
+Why was there a fee for my transfer?,transfer_fee_charged
+Do I get to choose between Visa and Mastercard?,visa_or_mastercard
+"How do I reset my PIN, I can't seem to use my card?",pin_blocked
+How do I top-up using cash?,top_up_by_cash_or_cheque
+"I didn't get cash from an ATM, but the app says I did",cash_withdrawal_not_recognised
+"what is source of my funds, need to verify",verify_source_of_funds
+Tell me why my virtual disposable card won't work.,virtual_card_not_working
+My transfer was declined,declined_transfer
+Payments from my disposable virtual card don't work,virtual_card_not_working
+How many disposable cards per day am I allowed to have?,disposable_card_limits
+Is there an age limit?,age_limit
+The ATM machine stole my card.,card_swallowed
+I am not Happy with this product can i get a refund?,request_refund
+Hello. I checked my transactions and saw I was double charged on my card for a restaurant visit. I would like to get my money back.,transaction_charged_twice
+Where can I find the source of my available money?,verify_source_of_funds
+"I made a bank transfer a couple of hours ago from my UK account. It hasn't appeared, can you check to make sure it went through?",balance_not_updated_after_bank_transfer
+Where can my card be delivered?,order_physical_card
+My top up was denied in the app.,top_up_failed
+How do I become aware of where my funds come from?,verify_source_of_funds
+"I noticed an extra $1 charge on my statement, can you tell me why that is?",extra_charge_on_statement
+My transfer hasn't gone through yet.,pending_transfer
+What do I have to do to get a Visa credit card?,visa_or_mastercard
+What kind of cash machines would allow me to change my PIN?,change_pin
+I received my card but not my PIN.,get_physical_card
+The ATM at Metro bank on High St. Kensington swallowed my card. How do I get it back?,card_swallowed
+Why was my account charged for using an ATM?,cash_withdrawal_charge
+For what reason would a top up be reverted and returned to my account?,top_up_reverted
+How do I set a new pin?,change_pin
+I still haven't seen a refund on my account,Refund_not_showing_up
+"I completed an in country transfer a few days ago and was sure to check the account information several times since the transaction was completed, but the funds are still not available. What is the problem?",transfer_not_received_by_recipient
+Where can I pay with my debit or credit card?,card_acceptance
+Could I open an account for my children?,age_limit
+Does it cost extra to exchange currencies?,exchange_charge
+For how long will my transfer be pending?,pending_transfer
+What is the maximum number of transactions I can make with one card?,disposable_card_limits
+help me find the top-up card's verification code?,verify_top_up
+Can I dispute a payment even if I notice it several weeks after it was made?,direct_debit_payment_not_recognised
+How come my cash deposit is not showing up. This can't be right. There must be some mistake. Where did my cash go. You better not have lost it as I need this money asap.,balance_not_updated_after_cheque_or_cash_deposit
+There is a payment that is not mine.,card_payment_not_recognised
+Can my friends send me money?,receiving_money
+can you tell me what cards and currencies you take?,supported_cards_and_currencies
+"I recently made a payment, and it is showing up in my account as ""pending"". What does that mean?",pending_card_payment
+"Please help me as i am continuously facing the issue in transferring money to my friends, as all my transactions are getting failed.",failed_transfer
+Is it normal to have to verify my top-up or is something wrong?,verify_top_up
+Am I able to change my PIN at any cash machines?,change_pin
+I'm at an ATM and withdrew 30 pounds and was only given 10. What should I do?,wrong_amount_of_cash_received
+Why did I only get $20 when I tried to get $100,wrong_amount_of_cash_received
+"I'm not sure why my card payment was cancelled, can you find out why?",reverted_card_payment?
+Can I reactivate my lost card that I found this morning in my jacket pocket?,card_linking
+My card is very close to expiring. When can I order a new one and how do I do so?,card_about_to_expire
+I expected a higher exchange rate when I withdrew money. Can you tell me current exchange rates?,wrong_exchange_rate_for_cash_withdrawal
+Are there any sort of fees involved for top of transfers?,top_up_by_bank_transfer_charge
+Why didn`t my topup go through?,top_up_failed
+I would like to change my card PIN.,change_pin
+"i want to close an account but im not sure about setting up a new one in the future, what do you recommend",terminate_account
+When can I expect my card to be delivered to the US?,card_delivery_estimate
+"My pin was blocked, how do I make it so I can use it?",pin_blocked
+Why isn't my top up working using my saved American Express in ApplePay?,apple_pay_or_google_pay
+The refund isn't showing up on my account.,Refund_not_showing_up
+I need to cancel an incorrect transaction.,cancel_transfer
+Why was I declined getting cash?,declined_cash_withdrawal
+Can you tell me the limits for top ups?,top_up_limits
+"I did what you told me earlier and contacted the seller for a refund directly, but nothing is happening! It's been a week and I still haven't got anything. Please just give me back my money",Refund_not_showing_up
+If I don't want a physical card can i get a virtual version?,getting_virtual_card
+How do I activate a card I received?,activate_my_card
+Why did you charge me for a cash withdrawal?,cash_withdrawal_charge
+Can I have a auto top-up when my account is short?,automatic_top_up
+"My pins seems to be blocked, can you unblock it please",pin_blocked
+How old do we have to be?,age_limit
+Will you deal with SWIFT transfers?,top_up_by_bank_transfer_charge
+I can't top up my account using my American Express with Apple Pay.,apple_pay_or_google_pay
+How long does a transfer stay pending?,pending_transfer
+Where are the locations of ATMs that accept this card?,atm_support
+Why are my payments showing pending?,pending_card_payment
+"Could you help me reactivate my card? It was previously lost, but I found it this morning in my jacket.",card_linking
+"
+Which ATMs accept this card?",atm_support
+The app doesn't show the card I received.,card_linking
+I would like to change my PIN but I am not currently in the country.,change_pin
+Are there any extra fees for adding money into the international card?,top_up_by_card_charge
+I am awaiting my refund,Refund_not_showing_up
+The app reverted my action when I topped up.,top_up_reverted
+I should have received a refund however it is not showing on my statement,Refund_not_showing_up
+I am sick of this damn company and want to close out my account.,terminate_account
+There was an error in exchange rate for my cash withdrawal,wrong_exchange_rate_for_cash_withdrawal
+I am waiting for my card to arrive.,card_delivery_estimate
+What is the extra โฌ1 fee in my statement,extra_charge_on_statement
+The exchange rates are?,exchange_rate
+"I would like to use the bank transfer feature, but I can't find it. Can you please give me the details?",transfer_into_account
+I want to close my account,terminate_account
+"I'm starting to think my card is lost because it still hasn't arrived, can you help?",card_arrival
+Why is a money transfer not showing?,pending_transfer
+Will filling stations accept my card?,card_acceptance
+The app will not let me into my account.,unable_to_verify_identity
+Why did my top up not work?,top_up_failed
+I was retrieving money and my card wouldn't remove.,card_swallowed
+"Would I be able to get another card for my account, so I could give one to my daughter?",getting_spare_card
+Can I make transfers before identity verification?,why_verify_identity
+top up did not complete,pending_top_up
+"You keep declining my transfers? It's always been working really well so far, but when I tried to buy something just now the card got declined. I tried couple times already but same thing.",declined_transfer
+I transferred some money but the recipient is having trouble withdrawing.,transfer_not_received_by_recipient
+I want to use bank transfer for topping up my account. How is it handled?,transfer_into_account
+Do these virtual cards have any caps on using them?,disposable_card_limits
+Are there any limits on where I can use my card?,card_acceptance
+I had made a transfer but its still pending.,pending_transfer
+how come my transfer didn't work,failed_transfer
+I am only 17. Can I make an account?,age_limit
+My disposable virtual card will not work,virtual_card_not_working
+Am I able to choose my card?,visa_or_mastercard
+"I believe my money did not go through with my top up, was there a problem on your end?",top_up_reverted
+Why do I have to verify the top-up?,verify_top_up
+What's the limit on automatic top-up?,automatic_top_up
+Paying in card resulted in a fee,card_payment_fee_charged
+Are SWIFT transfers accepted?,top_up_by_bank_transfer_charge
+Why has my payment not gone through?,pending_card_payment
+I lost my phone and would like to freeze my accounts.,lost_or_stolen_phone
+Do you offer a discount on multiple currency exchanges?,exchange_charge
+I couldn't do a transfer to an account,beneficiary_not_allowed
+I do not see a top-up processed.,pending_top_up
+"I found my card, can I add it to the app?",card_linking
+Where's the money that got charged to my card? It's not showing up in my account balance,topping_up_by_card
+Can I use my American Express stored in Apple Pay to top up?,apple_pay_or_google_pay
+"I just finished sending money, but it's not logging on the recipient side.",transfer_not_received_by_recipient
+Is it possible for me to get a virtual card?,getting_virtual_card
+I got my American Express in Apple Bay but top up is not working,apple_pay_or_google_pay
+Can i get a throw away card,get_disposable_virtual_card
+"My PIN is blocked, what do I do?",pin_blocked
+"I don't know what's wrong, my contactless stopped working. Tried it in a few different places today and it didn't work in any of them.",contactless_not_working
+I paid with card and I think there was a fee applied.,card_payment_fee_charged
+How long does a transfer take to be confirmed?,pending_transfer
+How can I transfer money from an outside bank?,transfer_into_account
+How can I make my contactless work for the metro?,contactless_not_working
+Why was my virtual card declined when attempting to setup automatic billing?,virtual_card_not_working
+I need my card as soon as possible.,card_delivery_estimate
+"Someone has stolen my card. Even though I have my card with me, someone just made a 500ยฃ cash withdrawal. Please help as soon as possible.",cash_withdrawal_not_recognised
+Can you please check if I was charged twice?,transaction_charged_twice
+I would like to apply for a visa card.,visa_or_mastercard
+What can I pay with? Does cash work?,top_up_by_cash_or_cheque
+Help me with my contactless which isn't working.,contactless_not_working
+How long will it take for my transferred money to show up?,balance_not_updated_after_bank_transfer
+How much am I charged to receive money?,top_up_by_bank_transfer_charge
+Is PIN delivered separately?,get_physical_card
+I got a message that I need to verify my identity; what do I do?,verify_my_identity
+"I no longer live at my address on file, how do I change it?",edit_personal_details
+how do i change name?,edit_personal_details
+Think someone has took money out with my card. What shall I do?,cash_withdrawal_not_recognised
+"unhappy with you, how to delete account",terminate_account
+I would like to close my account.,terminate_account
+Is Visa or Mastercard available?,visa_or_mastercard
+Can you tell me if my pop-up went through?,top_up_failed
+"I would like to know why my payment is still pending, can you help?",pending_transfer
+What is the fee on my card payment?,card_payment_fee_charged
+My app says that I received cash from an ATM and I didn't.,cash_withdrawal_not_recognised
+Someone I don't know has used my card without permission.,compromised_card
+which kind of documentation do I need for identity check?,verify_my_identity
+Can I get a card outside the UK?,country_support
+My top-up for Google Pay isn't working,apple_pay_or_google_pay
+Why am I being charged twice fro a restaurant?,transaction_charged_twice
+I would like to add money to my account through my American Express.,supported_cards_and_currencies
+do i need a pin,get_physical_card
+Are there fees for top ups?,top_up_by_card_charge
+Is there an option to have a virtual card?,getting_virtual_card
+Are there any fees if I use a European bank card for a top up?,top_up_by_card_charge
+Is there any documentation needed for the identity check?,verify_my_identity
+Can I make many disposable cards per day?,disposable_card_limits
+Why am I being charged when I withdraw cash?,cash_withdrawal_charge
+i think someone is using my card to withdraw money. Someone stole my wallet. What can I do? it is urgent.,cash_withdrawal_not_recognised
+Please tell me which cash machines will allow me to change my pin.,change_pin
+What's the U.S. Delivery time?,card_delivery_estimate
+How do I retrieve a trapped card from a ATM?,card_swallowed
+I would like a refund for something I bought,request_refund
+I would like to know why I was charged twice for my purchase.,transaction_charged_twice
+Where do I find the exchange rate?,exchange_charge
+Why is there a pending transaction on my card?,pending_card_payment
+I tried to make a transfer and it was declined. Why?,declined_transfer
+Can a transaction be cancelled?,cancel_transfer
+Is it possible to make several disposable cards in a day?,disposable_card_limits
+Can I freeze my card right now?,compromised_card
+Are there limits to top-ups?,top_up_limits
+Can you tell me where I can order a virtual card?,getting_virtual_card
+What do I need to show who I am?,verify_my_identity
+Can you get me my card fast?,card_delivery_estimate
+The see the rate applied to my transaction was wrong at the atm.,wrong_exchange_rate_for_cash_withdrawal
+What happened to my top-up?,top_up_reverted
+Is there a fee for exchanging currencies?,exchange_charge
+Why am i to verify the top-ups?,verify_top_up
+What are the fees for top-ups?,top_up_by_bank_transfer_charge
+Can I create a disposable virtual card?,get_disposable_virtual_card
+How come my disposable virtual card used to pay for a gym subscription got rejected?,virtual_card_not_working
+Show me please how to reset my passcode.,passcode_forgotten
+Can I top-up as much as I want?,top_up_limits
+I need help with activating my card,activate_my_card
+My attempted transfer failed.,failed_transfer
+The rate for a currency exchange was wrong when I bought something.,card_payment_wrong_exchange_rate
+Where can I withdrawal my money?,atm_support
+I can't pull my card out of the ATM. Help me.,card_swallowed
+Is there a way I can get my ATM card back from the machine?,card_swallowed
+Why did I have to pay a fee when I got cash?,cash_withdrawal_charge
+It will be fine to use at any establishment that accepts Mastercard.,card_acceptance
+"I cant find my card, it's gone.",lost_or_stolen_card
+What is this โฌ1 fee in my statement?,extra_charge_on_statement
+This is very frustrating. I can't get my card to work on any ATM I try and I've tried 3 of them so far. What's going on? Can you please fix this issue immediately?,declined_cash_withdrawal
+Can I have more than one disposable card?,disposable_card_limits
+Where is my new card? I have been waiting a week!,card_arrival
+"I have waited 15 days, but my payment still hasn't cleared.",pending_card_payment
+What can I use to verify my identify?,verify_my_identity
+"Hi, Please help me, as i have transferred some amount but receiver did not get the same amount. He received a bit less. Due to this again i need to transfer the difference. I have transferred money but beneficiary's account is credited with less amount. Now i have transfer the difference of the amount. I think there is some issue, could you please look into this.",transfer_fee_charged
+Explain what the pending payment means?,pending_card_payment
+How many virtual cards do I get?,disposable_card_limits
+If my kids wanted to use your service how old would they have to be?,age_limit
+I bought an item and noticed the exchange rate was not correct.,card_payment_wrong_exchange_rate
+Is it possible to use my credit card to transfer money?,topping_up_by_card
+Where is the auto top-up option?,automatic_top_up
+I have been charged twice,transaction_charged_twice
+What is the exchange fee?,exchange_charge
+Any hidden fees associated with the international card if money is added?,top_up_by_card_charge
+Was my top up reversed?,top_up_reverted
+My card was taken by the ATM.,card_swallowed
+do I need anything for the identity check?,verify_my_identity
+I need to validate the source of my funds.,verify_source_of_funds
+I am not able to use the app since I forgot my phone at the hotel I was staying at.,lost_or_stolen_phone
+I would like a refund on the extra pound I was charged.,extra_charge_on_statement
+I was charged a fee for my transfer.,transfer_fee_charged
+Are PIN separately?,get_physical_card
+I have a pending transaction in my app. How is it still pending if I pulled the cash out from the ATM earlier?,pending_cash_withdrawal
+I made a mistake with a transaction!,cancel_transfer
+My disposable card seems not to be working am I doing something wrong?,virtual_card_not_working
+can you check why I wasn't able to top up?,top_up_failed
+I think someone is using my card to make transactions I don't remember.,compromised_card
+Can i deposit my salary to this account?,receiving_money
+Will there be any extra fees for European bank card for top up?,top_up_by_card_charge
+How long does the cash withdrawal take to pend?,pending_cash_withdrawal
+"My card is stuck in the ATM, what can I do?",card_swallowed
+How can I lookup where funds came from?,verify_source_of_funds
+My card was declined in a shop,declined_card_payment
+"I was attempting to purchase a golf club off eBay yesterday, but my credit card was declined. I tried multiple times, and again this morning. Can you check into my card please?",declined_transfer
+how do I top up my money automatically,automatic_top_up
+I'm attempting to top-up my account but it has been pending for an hour.,pending_top_up
+Where is my transfer from [country]?,balance_not_updated_after_bank_transfer
+"I tried to take out cash but the amount isn't right, so what do I do?",wrong_amount_of_cash_received
+I have paid by my card but payment is still its coming as pending. I think there is some issue please check and let me know when the status will complete.,pending_card_payment
+Is it acceptable to use my card anywhere?,card_acceptance
+The app reverted my top off.,top_up_reverted
+Hello I changed my mind and really need a refund on one of things I bought recently. Can you please cancel the transaction and get my money back. Please it's urgent.,request_refund
+why hasn't my top up gone through yet,pending_top_up
+Why did I get a message saying that my transfer is not possible? I have done this before no problem. Please fix.,beneficiary_not_allowed
+Why are there so many fees on my statement?,extra_charge_on_statement
+I think my statement has a fraudulent charge,card_payment_not_recognised
+Can am I able to exchange currencies?,exchange_via_app
+I believe I left my smartphone at the hotel I was staying at.,lost_or_stolen_phone
+I think someone got my card details and used it because there are transactions i don't recognize. What do I do now?,compromised_card
+Is GBP a supported currency?,receiving_money
+"i was supposed to get a refund but my balance hasn't changed, why not?",Refund_not_showing_up
+Can I link my new card?,card_linking
+The amount of cash I received was different than what I requested.,wrong_amount_of_cash_received
+Where do I go to get the code to verify the top up card?,verify_top_up
+"For some reason, the virtual card won't work for me.",virtual_card_not_working
+Use credit card to transfer money,topping_up_by_card
+I got mugged yesterday and can't use the app.,lost_or_stolen_phone
+Why was the transfer declined?,declined_transfer
+I have to verify the source of my funds,verify_source_of_funds
+What should I do if I think that someone else may be using my card.,compromised_card
+What's the minimum age for opening an account?,age_limit
+Can you tell me if my top-up has been cancelled?,top_up_reverted
+Can I space out how often money is transferred along my travels?,automatic_top_up
+I don't think my top up is working correctly,top_up_failed
+The ATM didn't let me get any cash,declined_cash_withdrawal
+Help! I can't find my card.,lost_or_stolen_card
+"I will need to exchange currencies frequently, will I be able to get a discount?",exchange_charge
+What happens if a merchant doesn't accept a payment?,reverted_card_payment?
+Tell me how I can exchange between different currency.,exchange_via_app
+Why can't I verify my identity?,unable_to_verify_identity
+What do I need to do to activate my new card?,activate_my_card
+Do you guys accept Visa or Mastercard?,visa_or_mastercard
+How do I delete my account?,terminate_account
+There is a problem with my card. Somebody has removed money from my account in a town I haven't been to. Can you please freeze my account immediately?,cash_withdrawal_not_recognised
+"If I was mugged and lost everything, how do I access my account and app?",lost_or_stolen_phone
+I'm in Spain and my stuff has been stolen. My card was with it and I need a new one shipped and the old one frozen.,lost_or_stolen_card
+I didn't get all the cash I requested for at the ATM,wrong_amount_of_cash_received
+The atm won't give my card back!,card_swallowed
+"I topped up my account and even though it was confirmed at first, the money isn't there anymore! why did this happen, and where did my money go?",top_up_reverted
+The wrong rate was applied to an item I bought in a currency different from mine. Can this be changed?,card_payment_wrong_exchange_rate
+"Do ATM cash withdrawals carry a charge now? They've been free in the past, but all of a sudden I have to pay to make ATM withdrawals?",cash_withdrawal_charge
+An ATM fee was attached to my recent withdrawal.,cash_withdrawal_charge
+Can I order extra cards?,getting_spare_card
+What is the need to verify my identity?,why_verify_identity
+"My work sends me all over the world, can I get a discount for all the money I have to exchange?",exchange_charge
+Why did I get a fee?,cash_withdrawal_charge
+Can you tell me what to do to reset my passcode?,passcode_forgotten
+Can you please identify the problem with my bank card?,card_not_working
+The contactless I have won't work.,contactless_not_working
+Do you guys accept mastercard or visa?,visa_or_mastercard
+I don't recognise a cash withdrawal,cash_withdrawal_not_recognised
+Why does the app revert a payment?,reverted_card_payment?
+How long will it take to arrive?,card_delivery_estimate
+Why am I not able to verify my id?,unable_to_verify_identity
+"Hi, I would like to file a claim for an inquiry. I am a frequent customer of the company in question and have never had any issue with my purchases, payments, or otherwise. However, the price deducted for an item I purchased a couple of weeks ago has been returned to my checking account. Was there an issue with my payment? The item has already been delivered to me.",reverted_card_payment?
+I tried activating my bill of fare and it didn't workplace,activate_my_card
+I found an unauthorized card payment,card_payment_not_recognised
+My card doesn't work.,card_not_working
+Why did my transfer fail?,failed_transfer
+Why was a transfer to an account not allowed?,beneficiary_not_allowed
+Can I use my card at any ATMs?,atm_support
+Can i have a second physical card for this account?,getting_spare_card
+"I double checked that I have the correct account details , they're right for sure. Transfer is still pending since forever. What should be done now?",pending_transfer
+I would like to see the source of my money.,verify_source_of_funds
+What major card payments are accepted?,visa_or_mastercard
+Tell me how to reset the passcode.,passcode_forgotten
+How can I get paid in a different currency?,receiving_money
+How can I get my card out of the damn ATM?,card_swallowed
+There is a fee I don't recognize on my statement.,extra_charge_on_statement
+What happened to the cash that I tried to deposit into my account? It's gone!,balance_not_updated_after_cheque_or_cash_deposit
+The ATM gave me the wrong amount of cash today when I went to withdraw. The app says it was more.,wrong_amount_of_cash_received
+Can I have one of the virtual cards?,getting_virtual_card
+Why would I have a pending payment?,pending_card_payment
+I made a transaction and it is taking a very long time to go through.,transfer_not_received_by_recipient
+I've tried looking for the auto-top up option on your website and I can't seem to find it. Can you help me?,automatic_top_up
+"I'm still waiting for delivery of my new card, why is it taking so long?",card_arrival
+Do you know the closest ATM?,atm_support
+"If I feel someone has my card information, can I get a new card?",compromised_card
+My card appears to be broken how can I fix it?,card_not_working
+How do I deposit my paycheck to this account?,receiving_money
+I paid for something in foreign currency but noticed the exchange rate is incorrect.,card_payment_wrong_exchange_rate
+Can I used my card even if my phone has been stolen?,lost_or_stolen_phone
+what is the charges for new card?,contactless_not_working
+Do you know if my top-up has been cancelled?,top_up_reverted
+"I have a card payment that was declined, but why?",declined_card_payment
+How can I top up my Google Pay?,apple_pay_or_google_pay
+It didnt work when I tried to pay contactless at the bus today. Why?,contactless_not_working
+Where did this 1 euro fee come from?,extra_charge_on_statement
+Where can cards be delivered?,order_physical_card
+"My card's frozen, what can I do?",pin_blocked
+What is the minimum age to open an account?,age_limit
+I was charged extra for a withdrawal,cash_withdrawal_charge
+What are the available cards?,visa_or_mastercard
+I don't think I made this charge on my debit statement.,direct_debit_payment_not_recognised
+Where can I go to update my personal profile?,edit_personal_details
+Is there a specific type you need for identity verification?,verify_my_identity
+I tried to use my card to top up but all of the money has disappeared.,topping_up_by_card
+Was charged an ATM fee despite it being a small withdrawal on the 1st day of the month. I thought I was allowed 200 per month?,cash_withdrawal_charge
+I'm unsure of a withdrawl in my statement.,cash_withdrawal_not_recognised
+What methods can I use to top up my account?,top_up_by_cash_or_cheque
+"If the transfer details have already but reviewed and confirmed that they are correct, what other reason would cause my transfer to be declined?",declined_transfer
+does it cost to exchange currencies?,exchange_charge
+I didn't get the money I transferred,balance_not_updated_after_bank_transfer
+"I attempted to use my card while I was intoxicated, and I failed to input my PIN, and the machine kept my card. How soon can I have it back?",pin_blocked
+Good morning. I tried to make a purchase with my credit card last night and again this morning. Both times it was declined. Can you investigate?,declined_transfer
+How would I go about getting a second card?,getting_spare_card
+Where can I receive my card?,order_physical_card
+Where can I use this card at an ATM?,atm_support
+Is there any way to cancel a transfer?,cancel_transfer
+I want my account deleted!,terminate_account
+Can I add money with Apple Pay?,apple_pay_or_google_pay
+What do you need so I can verify my identity?,verify_my_identity
+I didn't buy this twice,transaction_charged_twice
+Is the top up feature available on the Apple Watch?,apple_pay_or_google_pay
+The money I transferred does not show in the balance.,balance_not_updated_after_bank_transfer
+Where can I get my card at?,order_physical_card
+I need to know why my credit card was declined for top up? What is the deal here and why did it not go through?,top_up_failed
+Can I get a card despite the fact I'm not in the UK?,country_support
+Where can I obtain my virtual card?,getting_virtual_card
+"I finally got my new card and was very excited to use it today. However, my payment kept declining. What is happening?",declined_card_payment
+Can you delete my account please?,terminate_account
+how much you charge for exhcange,exchange_charge
+atm would not give me cash,declined_cash_withdrawal
+Why did the disposable virtual card which I used to pay a gym subscription get denied?,virtual_card_not_working
+It doesn't let me verify my identity.,unable_to_verify_identity
+Please give me both a visa and a master card.,visa_or_mastercard
+Do I have to do an identity check?,why_verify_identity
+"My account got charged for taking out cash, why did this happen?",cash_withdrawal_charge
+Where can I see the source of my money?,verify_source_of_funds
+How old do my kids have to be to use your service?,age_limit
+I need to reorder my virtual card!,getting_virtual_card
+How to change my address.,edit_personal_details
+how to activate card?,activate_my_card
+What cards and currencies do you support?,supported_cards_and_currencies
+I was at the store earlier and my virtual card didn't work. What's the solution for this problem?,virtual_card_not_working
+I believe my credit card was stolen.,lost_or_stolen_card
+Is there an age minimum?,age_limit
+The ATM won't give me my card back.,card_swallowed
+I don't know how to top up my Google pay.,apple_pay_or_google_pay
+I transferred some money but the receiver can't pick it up for some reason.,transfer_not_received_by_recipient
+Which cash machines will allow me to change my PIN?,change_pin
+How can I unlock the pin?,pin_blocked
+I am experiencing difficulty providing my identity.,unable_to_verify_identity
+How many times can I use the disposable virtual card I have?,disposable_card_limits
+Can I make a withdraw if I am out of country from with out any fees at an ATM?,wrong_exchange_rate_for_cash_withdrawal
+The app won't let me log in as myself.,unable_to_verify_identity
+Why was the exchange rate wrong when I got cash,wrong_exchange_rate_for_cash_withdrawal
+How do I use contactless pay?,contactless_not_working
+Why did my transfer decline,declined_transfer
+"Somebody has stolen my card, I need help please.",lost_or_stolen_card
+I sent money. They haven't received it.,transfer_not_received_by_recipient
+how much can i top up?,top_up_limits
+I need my card now!,card_delivery_estimate
+"Hey I tried to get some money out earlier but the machine didn't work. Now just saw the transaction still seems in progress! Can you please check what's going there, seems something is broken, I don't want to be charged for money that I haven't actually received!",pending_cash_withdrawal
+I withdrew some cash out of the ATM over the holiday. It seems that I was charged some outrageous fees. I would not have done that had I been aware of these outrageous charges!,wrong_exchange_rate_for_cash_withdrawal
+My ID won't be verified!,unable_to_verify_identity
+Am I allowed to use any card to make a payment?,visa_or_mastercard
+As for limits are top ups included?,top_up_limits
+I want to know where the funds come from.,verify_source_of_funds
+What would the approximate delivery date be if I transferred something urgently to China?,transfer_timing
+Why is there an extra charge for money that was withdrawn?,cash_withdrawal_charge
+I made a card payment and a fee is showing up?,card_payment_fee_charged
+When I try and to buy something using my card it keeps getting declined.,declined_transfer
+I don't know where this transaction came from?,card_payment_not_recognised
+Is there a fee for using a European bank card to top up?,top_up_by_card_charge
+How can I speed up a transfer? Mine is pending.,pending_transfer
+Can I request a physical card?,order_physical_card
+How can I change my Tholepin ?,change_pin
+I don't know what to do. Should I transfer funds. My account is out of money.,transfer_into_account
+I used my card for a purchase and was charged a fee,card_payment_fee_charged
+Can I get a physical card through this app?,order_physical_card
+Is Apple Pay a possible top up option?,apple_pay_or_google_pay
+I need to change my PIN. Can I do that at a cash machine?,change_pin
+"I followed the instructions to transfer money using my card, but then the money disappeared and I don't know what happened.",topping_up_by_card
+Do you offer multiple cards for the same account?,getting_spare_card
+Can my children have their own account?,age_limit
+When do I receive my PIN,get_physical_card
+I have a payment I didn't do,card_payment_not_recognised
+My bank transfer is still not showing up in my account.,balance_not_updated_after_bank_transfer
+What are the fees to get a physical card?,order_physical_card
+How do I unblock my card using the app?,card_not_working
+Is there a problem with receiving my salary in GBP?,receiving_money
+What is the limit to top up?,top_up_limits
+"If I am overseas, how do I change my pin?",change_pin
+Is there a charge or discount if I use a European bank in a top up?,top_up_by_card_charge
+"I need to use my disposable card multiple times a day, is there a cutoff limit?",disposable_card_limits
+Can I use this app to change dollars into euros?,exchange_via_app
+Can I transfer money to a beneficiery?,beneficiary_not_allowed
+Do I have to verify my identity?,why_verify_identity
+Is there anything I need to do since my phone was stolen?,lost_or_stolen_phone
+I'm looking for the cash deposit top up option but can't find it. Can you help me?,top_up_by_cash_or_cheque
+Does it cost to exchange currencies with this card?,exchange_charge
+How do I enable auto-top up?,automatic_top_up
+I'd like to cancel a transfer,cancel_transfer
+"If I need to do a quick transfer from China, how long should I expect the transfer to take?",transfer_timing
+"It's been two weeks, why has the transaction for $1.00 not been reversed?",extra_charge_on_statement
+Can you tell me the foreign exchange rate?,exchange_rate
+How much more do I have to pay to exchange currencies?,exchange_charge
+How do I update my PIN to a new number?,change_pin
+Someone stole my phone.,lost_or_stolen_phone
+I would like to delete my account please.,terminate_account
+I want to top-up using cash,top_up_by_cash_or_cheque
+Why is there a fee for withdrawing?,cash_withdrawal_charge
+Why is my exchange rate wrong for an item I bought?,card_payment_wrong_exchange_rate
+I believed crypto top up with something you offered. This does not seem to be working. The money has been removed from my account though so what's going on?,top_up_reverted
+My card payment is showing pending.,pending_card_payment
+"I tried using my card today and it's not working, can you help me?",card_not_working
+Where did this fee come from?,extra_charge_on_statement
+Someone transferred money to me and it doesn't show,pending_transfer
+My top-up was cancelled; will I receive a refund?,top_up_reverted
+i tried to make a transfer to a beneficiary and it didn't go through,beneficiary_not_allowed
+Why isn't my PIN available yet?,get_physical_card
+How can I top-up my card?,top_up_by_cash_or_cheque
+How can I get a second card for my daughter?,getting_spare_card
+I would like to create a disposable virtual card. How do I go about doing that?,get_disposable_virtual_card
+I made a mistake and need to cancel a transaction,cancel_transfer
+"I received my new card, but I don't see it in the app anywhere. What do I do?",card_linking
+How can I fix a problem where contactless isn't working?,contactless_not_working
+Is there a limit to how high I can top-up?,top_up_limits
+I made a currency exchange and think I was charged more than I should of been.,card_payment_wrong_exchange_rate
+Where is my deposit?,balance_not_updated_after_cheque_or_cash_deposit
+"I am waiting patiently for a week now for the seller to get back to me and there has been no response, could you please help me further with getting my money back. Thank you.",Refund_not_showing_up
+Do you have an auto top-up option?,automatic_top_up
+I have a duplicate payment showing up on the app. How do I stop myself being charged for the thing twice?,transaction_charged_twice
+My phone is lost. What do I do to prevent someone from using the app?,lost_or_stolen_phone
+I made a transfer and am still waiting.,balance_not_updated_after_bank_transfer
+What's the process for ID verification?,verify_my_identity
+What are the fees for top ups?,top_up_by_card_charge
+Why did I not get all the cash I asked for?,wrong_amount_of_cash_received
+"I can not seem to make a successful transfer, can you tell me what I'm doing wrong?",failed_transfer
+How do I get my disposable virtual card to work?,virtual_card_not_working
+Why is my ATM cash withdrawal showing up as a pending transaction?,pending_cash_withdrawal
+Where are my funds coming from? I need to know.,verify_source_of_funds
+I am still waiting for a cash withdrawal to show,pending_cash_withdrawal
+Will I need to order a new card since mine expires next month?,card_about_to_expire
+Can you look at my account ans see why my card was declined,declined_card_payment
+Can I reactivate my PIN?,pin_blocked
+"I wasn't charged the correct amount for an item I purchased, how can I fix this?",request_refund
+Why is my card payment showing as pending?,pending_card_payment
+Tell me which cards and what currency is supported.,supported_cards_and_currencies
+"I would like to receive and use the card in Europe, is that possible?",country_support
+Can you explain the disposable cards to me?,get_disposable_virtual_card
+What do i have to do to change my name?,edit_personal_details
+how can i top up?,topping_up_by_card
+Can I set up an automatic top-up for travel.,automatic_top_up
+Do you charge for physical cards,order_physical_card
+Can I use this account to receive my salary?,receiving_money
+Causes of top-up cancellation,top_up_reverted
+Are both Visa and Mastercard accepted?,visa_or_mastercard
+"Help! I keep checking my account, but my refund is not showing. I requested that a seller refund my money a while back, but there is no money showing in my account. What can you do for me?",Refund_not_showing_up
+The refund has not appeared in my account,Refund_not_showing_up
+What's the top up limit?,top_up_limits
+"new customer and filling gas today, it's not working, the thing shows pending half an hour!",pending_top_up
+How long will this card payment stay pending?,pending_card_payment
+Hello! I recently made a purchase and I'm needing to cancel my order and process a refund as soon as possible.,request_refund
+how do i get a virtual card?,getting_virtual_card
+I have found my lost or stolen card. Is there a way I can link the card with my account through my app again?,card_linking
+I ordered a card but it has not arrived. Help please!,card_arrival
+im not sure what this charge is for,card_payment_fee_charged
+When will my card payment be done pending?,pending_card_payment
+How long for money transfer to show?,pending_transfer
+what is the exchange rate?,exchange_rate
+How do I top up my card using your app? I'm new to this.,topping_up_by_card
+"I didn't get cash from an ATM, but according to the app a transaction was made when i didn't make it.",cash_withdrawal_not_recognised
+the balance on my account didnt change when i transferred money,balance_not_updated_after_bank_transfer
+I made a withdrawal from my account but it has not posted?,pending_cash_withdrawal
+"My child needs a card, how can I add them to the account I currently have?",getting_spare_card
+Is it possible to give a second card for this account to my daughter?,getting_spare_card
+How do your exchange rates work?,exchange_rate
+There is a suspicious direct debit payment.,direct_debit_payment_not_recognised
+"How long do transfers need to come through? I sent some money to a friend, she needs it urgently, but seems it's still not there yet after a couple hours.",transfer_not_received_by_recipient
+I like Mastercard better.,visa_or_mastercard
+"Hi, I have been overcharged for my payment last Saturday. I guess exchange rate was wrong.",card_payment_wrong_exchange_rate
+There is an extra $1 charge,extra_charge_on_statement
+I can't find my phone.,lost_or_stolen_phone
+Where can I find the top-up verification code?,verify_top_up
+still waiting on that card,card_arrival
+I am missing a refund.,Refund_not_showing_up
+I would like to order a disposable virtual card. How can I do this?,get_disposable_virtual_card
+It's been a week and I have done everything that I was asked to do and still nothing. I have contacted the seller and have not gotten a response. Please understand my frustration and put the money back in my account.,Refund_not_showing_up
+Why did my cash get charged a fee that should not be there.,cash_withdrawal_charge
+I cannot prove my own identity.,unable_to_verify_identity
+I need the source of my funds verified. How do I do this?,verify_source_of_funds
+Why were there additional charges when transferring?,transfer_fee_charged
+Where is the transaction I made to a friend?,transfer_not_received_by_recipient
+Can I get a mastercard?,visa_or_mastercard
+I cannot verify my identity,unable_to_verify_identity
+what is the most i can top up?,top_up_limits
+How do I find the verification code for my top-up card?,verify_top_up
+Can you help me get rid of my account?,terminate_account
+I have a top up that didn't go through. Why?,top_up_failed
+I had a duplicate card and got charged twice. How do I resolve this?,transaction_charged_twice
+Why caused my top up to not work?,top_up_failed
+How do I add the card to my account?,card_linking
+I tried to make a cash withdrawal and it was declined. Why did this happen?,declined_cash_withdrawal
+"I want to buy cryptocurrency, but your app doesn't let me. Why?",beneficiary_not_allowed
+How can I create many temporary cards daily?,disposable_card_limits
+Why is a payment showing up on my card as pending?,pending_card_payment
+My card payment is still pending.,pending_card_payment
+i tried to withdraw money from an atm and i was declined on front of my friends. Why did this happen?,declined_cash_withdrawal
+I was wondering how I could have two charges for the same item happen more than once in a 7 day period. Is there anyway I could get this corrected asap.,transaction_charged_twice
+Can my daughter open an account?,age_limit
+"I have received my card, can you help me put it in the app?",card_linking
+Top up on my Google Pay isn't working.,apple_pay_or_google_pay
+"When getting my ID checked, what are the steps involved?",verify_my_identity
+There is an unauthorized cash withdrawal from my account for 500ยฃ. I definitely didn't make this withdrawal. I need your help.,cash_withdrawal_not_recognised
+Why is the exchange rate wrong for my international withdrawal?,wrong_exchange_rate_for_cash_withdrawal
+I am having trouble proving my identity.,unable_to_verify_identity
+I want to top my account by using a bank transfer. How would that work?,transfer_into_account
+"There was a transaction from two weeks ago from a business that I don't know. I'm fairly certain it wasn't me who made it, but is it an option to trace it to confirm?",direct_debit_payment_not_recognised
+"I tried verifying my ID, but it won't let me.",unable_to_verify_identity
+What's the refund process?,request_refund
+My address needs to be revised.,edit_personal_details
+"Google pay and top up, I want it, can I get it?",apple_pay_or_google_pay
+I bought something and the money appeared back into my account? Why?,reverted_card_payment?
+What should I do if I lost my card?,lost_or_stolen_card
+"I just got my card and want to use it, how do I activate my card?",activate_my_card
+I think someone copied the numbers on my card and is using them.,compromised_card
+"I read about the auto-top up function, but can't find it in the app.",automatic_top_up
+When will my transfer be available in my account.,balance_not_updated_after_bank_transfer
+I tryed to make a top-up with cryptocurrency but the payment was referted.,top_up_reverted
+What does it mean by pending payment?,pending_card_payment
+I have a new card and I want to activate it,activate_my_card
+I want one of those virtual cards!,getting_virtual_card
+How much is the fee for a SEPA transfer?,top_up_by_bank_transfer_charge
+"I went to withdraw some cash earlier today, but seems the ATM gave me the wrong amount of cash! The amount showing up in the app is a lot more",wrong_amount_of_cash_received
+"lost phone, dont want others to access account",lost_or_stolen_phone
+Is it possible to also get a disposable virtual card?,get_disposable_virtual_card
+Can you please help me with this exchange? I am trying to get crypto and the app won't let me.,beneficiary_not_allowed
+Where is the tracking number for the card you sent me?,card_arrival
+When will my balance update after a transfer?,balance_not_updated_after_bank_transfer
+How do I unblock my pin after entering it wrong too many times?,pin_blocked
+Can I exchange currencies?,fiat_currency_support
+I think my phone is either lost or stolen.,lost_or_stolen_phone
+Are there fees for adding money using an international card,top_up_by_card_charge
+Why isn't my ID being verified?,unable_to_verify_identity
+I need a new Pin how do I go about that?,change_pin
+Are there any restrictions causing my transfer to be declined?,declined_transfer
+Are cheques accepted to my account? Mine didn't seem to work.,balance_not_updated_after_cheque_or_cash_deposit
+What is the next step if my card is about to expire.,card_about_to_expire
+Is it possible to top up with cash? If so how do I do it?,top_up_by_cash_or_cheque
+"My card has not arrived yet, where is it?",card_arrival
+My card payment did not work.,declined_card_payment
+How do I find out why my card won't work?,card_not_working
+Why am I being asked to have an identity check,why_verify_identity
+Why does my money come from?,verify_source_of_funds
+How much does it cost to top up by card?,top_up_by_card_charge
+How long will it take for my ID to verify?,unable_to_verify_identity
+my phone was taken! can you place cancel my account so no one uses it,lost_or_stolen_phone
+There is a payment in the App that is not mine.,card_payment_not_recognised
+It looks like I was charged a withdrawal fee for going to my ATM. Why is that because I haven't been charged previously for doing so?,cash_withdrawal_charge
+Can it be delivered by a specific date?,card_delivery_estimate
+Where do I change my PIN?,change_pin
+How many miles away is the ATM?,atm_support
+I was mugged and everything taken. What do I do to protect my account?,lost_or_stolen_phone
+What steps do I take to verify my identity?,verify_my_identity
+The ATM isn't giving out any money.,declined_cash_withdrawal
+Are there certain ATMs that I can use this card at?,atm_support
+I didn't make this direct debit transaction,direct_debit_payment_not_recognised
+can I choose a date for delivery?,card_delivery_estimate
+Can I be topped up once I hit a certain balance?,automatic_top_up
+There is a transaction for $1 and I don't know why it was charged.,extra_charge_on_statement
+Why do you need to know where my money is coming from?,verify_source_of_funds
+Will you accept my other card?,supported_cards_and_currencies
+I had a transfer blocked,beneficiary_not_allowed
+Why can't I transfer to a beneficiary?,beneficiary_not_allowed
+what are exchange rates,exchange_rate
+HOw do I get my card back after the ATM has pulled it in?,card_swallowed
+"Can you help me with a weird charge? It's a pound charge that never goes away from the statement view on the app I'm using. It's not described as anything but ""Pending"", and that status has never changed during the last two days.",extra_charge_on_statement
+"I have a direct debit transaction I have not set up, but would like to .",direct_debit_payment_not_recognised
+Why did I receive an error message saying that my transfer was not possible?,beneficiary_not_allowed
+How do I use a disposable virtual card?,get_disposable_virtual_card
+"Once my card expires, what should I do?",card_about_to_expire
+can i get a description of how to use a disposable virtual card,get_disposable_virtual_card
+I want to get a disposable virtual card.,get_disposable_virtual_card
+I transferred some money but I think it has gotten lost somewhere.,balance_not_updated_after_bank_transfer
+Why wasn't I able to transfer to another account?,beneficiary_not_allowed
+Is there a fee for extra cards?,getting_spare_card
+My top-up has been cancelled.,top_up_reverted
+How do I activate a new card?,activate_my_card
+How long should I expect for the card to arrive?,card_delivery_estimate
+Why was I charged an extra fee when paying with my card?,card_payment_fee_charged
+is there a way to do top up with cash deposit,top_up_by_cash_or_cheque
+Where is the virtual card?,getting_virtual_card
+Does Google Play have an app to Top up?,apple_pay_or_google_pay
+Is their a fee for top ups?,top_up_by_card_charge
+Is it possible to change to another currency?,exchange_via_app
+What if I need multiple disposable cards?,disposable_card_limits
+There is a Direct Debit that I don't recognize.,direct_debit_payment_not_recognised
+I'm pretty sure something went wrong with my exchange. I changed Russian Ruble to UK pounds and was charged way too much!,card_payment_wrong_exchange_rate
+How can I top-up my limit?,top_up_limits
+Is there a reason my top up hasn't gone through,pending_top_up
+Why is there an extra 1 pound charge on my card?,extra_charge_on_statement
+From where are you getting your exchange rates?,exchange_rate
+The incorrect rate was used in my foreign purchase,card_payment_wrong_exchange_rate
+"got married, need to change account name",edit_personal_details
+My cash withdrawl was declined why?,declined_cash_withdrawal
+What is the code I need to get into the app?,passcode_forgotten
+"If I want a physical card, do I have to pay anything?",order_physical_card
+Help me check where the funds came from.,verify_source_of_funds
+I would like to reactivate my card.,card_linking
+what is the disposable cards limit?,disposable_card_limits
+"When adding money, what are the currencies you take?",supported_cards_and_currencies
+The exchange rate for my transaction last Saturday seems to have been wrong I got charged extra. Please fix.,card_payment_wrong_exchange_rate
+I'm really stuck. I don't know why but my card payment has not gone through.,declined_card_payment
+Can I still use the app if I switched phones?,lost_or_stolen_phone
+The card got declined twice when I tried to use it to buy something online yesterday.,declined_transfer
+How many disposable cards can I make in a single day?,disposable_card_limits
+What is the exchange rate like on this app?,exchange_rate
+How long is my Europe transfer wait?,transfer_timing
+I have a 1 euro fee on my statement.,extra_charge_on_statement
+Why am I being charged a fee for transferring money?,transfer_fee_charged
+For some reason my contactless won't work for me.,contactless_not_working
+Am I free to top-up as much as I want?,top_up_limits
+How long will it take to deliver something to US?,card_delivery_estimate
+I was unable to make a transfer to another account.,beneficiary_not_allowed
+What countries can I travel to and have access to their currencies?,fiat_currency_support
+My daughter needs a card. Can I give her one of mine that's linked to my account?,getting_spare_card
+"I see random purchases to my account, was it hacked?",compromised_card
+Why is my debit card being declined when I have money?,declined_card_payment
+Why am I required to verify my identity?,why_verify_identity
+How do I link this new card?,card_linking
+My card payment was reverted. Why?,reverted_card_payment?
+I attempted to get money using a foreign currency at an ATM but the rate was highly inaccurate!,wrong_exchange_rate_for_cash_withdrawal
+There's a direct debit on my account that I didn't authorize,direct_debit_payment_not_recognised
+Which ATM's will accept my card?,atm_support
+Why was the exchange rate incorrect for an item I recently bought?,card_payment_wrong_exchange_rate
+Why doesn't the app believe I am who I say I am?,unable_to_verify_identity
+"Hi! I was wondering if you can help me. I used the city centre ATM to get some cash, but the machine declined my card. My account shows that transaction is still pending. I didn't receive the money, so please cancel that transaction.",pending_cash_withdrawal
+I was charged a fee for a card payment. Why?,card_payment_fee_charged
+I made a purchase and it says it's pending. What does that mean?,pending_card_payment
+"left phone at hotel, how to access app",lost_or_stolen_phone
+I wish to close my account. I do not like the service you provide.,terminate_account
+"Hey, I need some help figuring out way my transfer is not complete yet. My Landlord hasn't got the money yet.She should have received it by now.",transfer_not_received_by_recipient
+I need to change my pin but I am on the road.,change_pin
+"There are a few transaction that I don't recognize, I think someone managed to get my card details and use it.",compromised_card
+Can someone assist me by explaining why my card is not working?,card_not_working
+I've been waiting longer than expected for my card.,card_arrival
+I have an unauthorized transaction on my statement,card_payment_not_recognised
+This company sucks! Can you delete my account?,terminate_account
+Can you explain where I can find the auto-top option?,automatic_top_up
+Why was a transaction on my card declined?,declined_card_payment
+why isnt my account allowing transfers,beneficiary_not_allowed
+I'm unable to use contactless payments for purchases.,contactless_not_working
+I made a transaction but did it to the wrong account.,cancel_transfer
+I'm still waiting on my card to be delivered.,card_arrival
+I was getting cash and can't get my card back.,card_swallowed
+Need help with my card. It's not working.,card_not_working
+How do I get the contactless feature to work for my card?,contactless_not_working
+I have a payment listed in error.,card_payment_not_recognised
+What should I do if I think someone is using my card.,compromised_card
+What is this charge on my account for a cash withdrawl?,cash_withdrawal_charge
+I need information about an extra โฌ1 fee in my statement.,extra_charge_on_statement
+How much will I pay to exchange foreign currency?,exchange_charge
+Why won't my passcode work?,passcode_forgotten
+I won't verify my identity.,why_verify_identity
+I have got out the wrong amount from an ATM. Please tell me the process to get the cash back as in app its showing the amount i have been actually received.,wrong_amount_of_cash_received
+Can I exchange currencies with this app?,exchange_via_app
+My card has been charged two separate times for a single transaction.,transaction_charged_twice
+I am extremely unhappy with this app and want to get rid of my account?,terminate_account
+My card stopped working,card_not_working
+Can I get a copy of the card by email?,getting_virtual_card
+I don't understand the money transfer process.,transfer_into_account
+"I just activated auto top-up, but it is not letting me enable it. Why not?",automatic_top_up
+"When I deposit cheques and cash, my balance does not update.",balance_not_updated_after_cheque_or_cash_deposit
+I got a extra โฌ1 fee in my statement,extra_charge_on_statement
+Why am I required to do an identity check?,why_verify_identity
+Can you tell me how to order a virtual card?,getting_virtual_card
+Why do you need to know so much about me,why_verify_identity
+I'd like to make a new PIN selection.,change_pin
+Why hasn't my transfer gone through yet?,pending_transfer
+Is there a limit for top-ups?,top_up_limits
+Something is wrong with my passcode,passcode_forgotten
+I can't find my phone but it has all my credit card information.,lost_or_stolen_phone
+"I am attempting to make a purchase online, but my card is not working. I know there are funds available, is this an issue on the banks end?",reverted_card_payment?
+I want to get Visa and Mastercard,visa_or_mastercard
+Can I get my paycheck through here?,receiving_money
+If I transfer money from my bank to top-up my account will I be charged?,top_up_by_bank_transfer_charge
+I got double charged for a payment so how do I fix that?,transaction_charged_twice
+Why is a transaction showing as pending when I recieved cash from an ATM?,pending_cash_withdrawal
+What countries are supported?,country_support
+"$1 extra has been charged on my statement, why is that?",extra_charge_on_statement
+Why would I be charged a fee for card payment?,card_payment_fee_charged
+Is there a fee for exchanging cash?,wrong_exchange_rate_for_cash_withdrawal
+Why do you need code verification for my top up?,verify_top_up
+Why don't I have my transfer?,balance_not_updated_after_bank_transfer
+My card hasn't arrived yet.,card_arrival
+whats your exchange rate,exchange_charge
+Do you have any limit on the auto top-up?,automatic_top_up
+Are there limits on auto top-up?,automatic_top_up
+Would it be possible to get another card?,getting_spare_card
+How do I send my account money through transfer?,transfer_into_account
+I tried to make a transfer but it failed,failed_transfer
+Why did it decline my payment?,declined_card_payment
+"Hi, I was trying to use my card but it was declining by ATM. I have cross checked with two different ATMs but i was facing the same issue. Could you please check my account.",declined_cash_withdrawal
+Cancel my last transfer,cancel_transfer
+"Hi. I'm a new customer to your system and I think something isn't working right - or maybe it is. Maybe you can confirm. I tried to top up today (my first time ever) and it's been stuck at ""pending"" for over an hour now. Is it supposed to do this or is there something wrong in the system?",pending_top_up
+My address has updated and I need to change it.,edit_personal_details
+When will I see my new balance after making my bank transfer?,balance_not_updated_after_bank_transfer
+My passcode doesn't work,passcode_forgotten
+I think my child used my card while I wasn't home.,compromised_card
+What are the restrictions to top-offs?,top_up_limits
+If I need to exchange currency is there an extra fee?,exchange_charge
+Why is there a direct debit payment on my app that is not from me?,direct_debit_payment_not_recognised
+I want information about the source of funds.,verify_source_of_funds
+How can i check if my card is working?,card_not_working
+I have a pending payment from stuff I bought this morning.,pending_card_payment
+"When I got cash, my exchange rate was wrong.",wrong_exchange_rate_for_cash_withdrawal
+Is a SWIFT transfer okay?,top_up_by_bank_transfer_charge
+areas card is accpeted,card_acceptance
+What cards and currencies are supported?,supported_cards_and_currencies
+what is the virtual card,getting_virtual_card
+What are the age requirements for opening an account?,age_limit
+Do you offer Visa or Mastercard?,visa_or_mastercard
+What kind of foreign exchange rate will I get when I exchange my money?,exchange_rate
+Why is there a direct debit I didn't make showing in the app?,direct_debit_payment_not_recognised
+"Hi,I tried to get some money out but the machine was not working .The transaction still seems in progress! Can you please check what's going on.I don't want to be charged for money that I did not received.",pending_cash_withdrawal
+I got 2 transfer fees and I thought transfers were free.,transfer_fee_charged
+"If my phone is missing, can I block someone from using the app?",lost_or_stolen_phone
+i transfered however its still pending,pending_transfer
+Are there any ATM machines near me?,atm_support
+"Hi, I am calling about a recent transaction that has happened on my account. I recently went to the ATM, and tried to make a withdrawal on my account. I just happened to check my transaction slip and noticed a fee for my withdrawal. How can I resolve this, I didn't know fees were charged for this type of action.",cash_withdrawal_charge
+I have friends that would like to top-up my account is that possible?,topping_up_by_card
+Where do I find the top-up verification code?,verify_top_up
+when will i receive a US transfer,transfer_timing
+Are there extra charges for exchanging currency?,exchange_charge
+How do I use contactless payments?,contactless_not_working
+Can I change my information?,edit_personal_details
+How many days does a transfer from the US take?,transfer_timing
+Are contactless payments enabled on my new card?,contactless_not_working
+How long does it take for a transfer?,transfer_timing
+Where can I find the card PIN?,get_physical_card
+Do I really need to verify my identity?,why_verify_identity
+I'm not sure why my account has been refunded a payment for an item I've already received about 2 weeks ago. Can you please tell me what is going on?,reverted_card_payment?
+"I need to verify my identity, but how do I do that?",verify_my_identity
+What is the fastest that I can make a transfer?,transfer_timing
+I need to make an immediate cancellation related to a transfer. This was a mistake. Please assist quickly so this does not actually go through.,cancel_transfer
+My phone is not with me at the moment so I will not be able to access the app.,lost_or_stolen_phone
+How to decide if I get a Visa or Mastercard?,visa_or_mastercard
+How did you come up with your exchange rates?,exchange_rate
+is my card PIN saved in the app,get_physical_card
+I want to do a cash top-up,top_up_by_cash_or_cheque
+Can I have a card after my first one?,getting_spare_card
+Where can I find an ATM to use this card?,atm_support
+Is there a way to know when my card will arrive?,card_arrival
+I would appreciate that someone let me know when there is an extra charge for payments. I was checking the app earlier and saying a charge on one of my payments that was additional that no one made me aware of before.,card_payment_fee_charged
+I need help cancelling a transaction.,cancel_transfer
+"I might need AUD instead of GBP, how to change?",exchange_via_app
+Am I able to get a second card?,getting_spare_card
+How do I order a virtual card?,getting_virtual_card
+I think my card was stolen.,lost_or_stolen_card
+"OMG! I'm trying to load my card and it wont top up! I desperately need the money either on my card or in my bank, where is it?",pending_top_up
+"To add money to my account, what currencies can I use?",supported_cards_and_currencies
+Why was my Payment declined,declined_card_payment
+My transfer didn't go through.,failed_transfer
+When would my card be charged an extra fee for a transaction?,card_payment_fee_charged
+I bought something but now I would like a refund. How do I do that?,request_refund
+WHAT CAN I DO AFTER THE CARD MISSING,activate_my_card
+What is the source of my available funds?,verify_source_of_funds
+How long can I expect a transfer to pend for?,pending_transfer
+I got less cash than the one I specified in the ATM,wrong_amount_of_cash_received
+What all is needed to verify the top-up card?,verify_top_up
+May I choose when it's delivered?,card_delivery_estimate
+Can I use my Apple Watch to to top up?,apple_pay_or_google_pay
+The app made a mistake and said I made a cash withdrawal.,cash_withdrawal_not_recognised
+I sent a cheque a few days ago and nothing has happened to my account yet. Can you please check on this for me?,balance_not_updated_after_cheque_or_cash_deposit
+How do I know why my card isn't working?,card_not_working
+Can I use my card for payment all over the world?,card_acceptance
+How can I modify my details?,edit_personal_details
+Can you freeze my card it was stolen,lost_or_stolen_card
+Are you sure when the withdrawal will show?,pending_cash_withdrawal
+Is there a limit on top-ups?,top_up_limits
+I cannot seem to find my PIN. Where is it?,get_physical_card
+Weird charges are appearing in my debit account.,direct_debit_payment_not_recognised
+I need to cancel a purchase I made.,request_refund
+Will a transfer incur a fee?,top_up_by_bank_transfer_charge
+How do I update my details?,edit_personal_details
+Will I be able to get a disposable virtual card as well?,get_disposable_virtual_card
+When should I expect to see my transfer hit my account?,transfer_timing
+What are the most current exchange rates?,exchange_rate
+What will I be charged for a physical card?,order_physical_card
+Do you have any idea on when I will receive my refund? I got my statement and it was not there.,Refund_not_showing_up
+Do I get charged if i am getting money?,top_up_by_bank_transfer_charge
+I think someone has access to my card numbers that shouldn't.,compromised_card
+Where can I go to get a virtual card?,getting_virtual_card
+why is the exchange rate for a Foreign ATM different,wrong_exchange_rate_for_cash_withdrawal
+what does pending mean?,pending_card_payment
+Can I have it be delivered at a certain time?,card_delivery_estimate
+I made an out of country transfer and it hasn't went through yet.,balance_not_updated_after_bank_transfer
+When will the transfer be completed?,pending_transfer
+How can I find the top-up verification code?,verify_top_up
+Why can't I use my virtual card for subscription services?,virtual_card_not_working
+I need to verify my source of funds,verify_source_of_funds
+I need to find out why my transfer didn't get there.,transfer_not_received_by_recipient
+Let me know the steps for the identity checks,verify_my_identity
+"I tried to take money from my card, but it didn't work. Later I saw that the transaction is still in progress. What's goign on?",pending_cash_withdrawal
+"In terms of holding and exchange, what fiat currencies do you use.",fiat_currency_support
+For what reason was my transfer declined?,declined_transfer
+Where do I find the virtual card?,getting_virtual_card
+What if I need my salary in a different currency?,receiving_money
+What are the steps I need to take to verify my identity?,verify_my_identity
+My PIN is not working and I need assistance.,pin_blocked
+How long will it take for the transfer to reach my account?,transfer_timing
+I am waiting for a pending money transfer to process.,pending_transfer
+Can I link an existing card?,card_linking
+How do I go about setting up an account for my daughter?,age_limit
+How do I make my virtual card work?,virtual_card_not_working
+"Please, activate my card",activate_my_card
+My card payment did not complete.,declined_card_payment
+Can I transfer money to my credit card?,topping_up_by_card
+My passcode doesn't seem to be working,passcode_forgotten
+Will I be able to use my card anywhere?,card_acceptance
+It is impossible to verify my identity,unable_to_verify_identity
+I need to know your exchange rates.,exchange_rate
+Should I just wait until the post office sends a change of address form?,edit_personal_details
+How many disposable virtual cards can I have?,disposable_card_limits
+I ordered my card 2 weeks ago and it still isn't here? What do I do?,card_arrival
+I did not get as much cash as I requested at the ATM.,wrong_amount_of_cash_received
+How young can I be to open my own account?,age_limit
+How do I deal with a stolen card?,lost_or_stolen_card
+Who can top up my accounts?,topping_up_by_card
+Can I get cash with this card anywhere?,atm_support
+From what countries can I use this product?,country_support
+How many tries do I have to enter my pin before I'm blocked?,pin_blocked
+Do you know where my card will be accepted?,card_acceptance
+My non-physical card will not work,virtual_card_not_working
+What information do you need to verify my Source of Funds?,verify_source_of_funds
+I sent my friend some money a few hours ago but she has not received it yet. She really needs it. How long does this take?,transfer_not_received_by_recipient
+"If I request that my funds be held, what currencies do you use?",fiat_currency_support
+"My card was rejected at the store for some reason, can you look into this for me?",declined_card_payment
+There is a cash withdrawal transaction that I am unsure of.,cash_withdrawal_not_recognised
+how do VR cards work,get_disposable_virtual_card
+How long does a UK transfer take?,balance_not_updated_after_bank_transfer
+Can I use my card anywhere I want?,card_acceptance
+How can I unlock my pin from too many tries?,pin_blocked
+"
+Where can I get my PIN unblocked?",pin_blocked
+"While I was checking out in the grocery store, I realized I needed cash so I requested some. However, I noticed there was a fee for this transaction. Why did I get charged a fee?",cash_withdrawal_charge
+"I need a new card, my current card is nearly expired.",card_about_to_expire
+I used an ATM in a foreign currency but the rate applied is wrong!,wrong_exchange_rate_for_cash_withdrawal
+My phone was stolen so I no longer have access to the app.,lost_or_stolen_phone
+Would like to use my card and need to activate it first. Can you help me do this?,activate_my_card
+I was charged for a cash withdrawal.,cash_withdrawal_charge
+How do I set-up my PIN for the new card?,get_physical_card
+My card is about to expire. How do I get a new one?,card_about_to_expire
+Why was I charged an extra fee when using a card?,card_payment_fee_charged
+how long do money transfers take?,transfer_not_received_by_recipient
+Do I need to establish I am paid in GBP before a transfer?,receiving_money
+"I need AUD not GBP, how do I change it?",exchange_via_app
+Why is my refund missing from my statement?,Refund_not_showing_up
+Why isn't my card working?,card_not_working
+How old do I have to be to open an account?,age_limit
+The app wouldn't accept my top up.,top_up_reverted
+my atm cash out is still pending,pending_cash_withdrawal
+"I need the right foreign money, at the right rate, at ATMs, when I go abroad.",wrong_exchange_rate_for_cash_withdrawal
+My source of funds need verified.,verify_source_of_funds
+I just got this card & I don't know how to activate it.,activate_my_card
+Can you explain disposable cards?,get_disposable_virtual_card
+I checked my account today and it said I was out of money. How do I transfer money into my account?,transfer_into_account
+im not paying this transfer fee,transfer_fee_charged
+"I'm having a problem with a money transfer. I sent some money to a friend a couple of hours ago, and they haven't received it yet. Why hasn't it gotten to them? How long do transfers need to go through?",transfer_not_received_by_recipient
+What should I do to get transactions off of my account if I didn't make them? My card must have been compromised and I need to freeze it asap!,card_payment_not_recognised
+What are the cards and currencies that are supported?,supported_cards_and_currencies
+Why is my withdrawal still pending?,pending_cash_withdrawal
+I am still waiting for a money transfer to show,pending_transfer
+What is the purpose of the extra fee that is showing up on my statement?,extra_charge_on_statement
+My actual card isn't working.,card_not_working
+My card was used without my permission.,compromised_card
+How do I do a successful transfer to an account?,beneficiary_not_allowed
+Is a copy of the police report necessary for completing the report process?,lost_or_stolen_card
+What is the base of the exchange rates?,exchange_rate
+I can't see my latest bank transfer,balance_not_updated_after_bank_transfer
+Does it cost anything for exchanges?,exchange_charge
+How can my friend send me money?,receiving_money
+"I ordered a card a week ago, and it's still not here. What do I do?",card_arrival
+Who accepts my card?,card_acceptance
+Why was I charged a fee when I paid with card?,card_payment_fee_charged
+Can I receive a new card while I am in China?,card_about_to_expire
+"Can I check somewhere if there will be a fee on my payment or not? Seems you are charging in some cases, what's the pattern there?",card_payment_fee_charged
+How come the ATM gave me less cash than what I asked for?,wrong_amount_of_cash_received
+How do I cancel my card? There are charges on my account that I didn't make.,cash_withdrawal_not_recognised
+What is the reason that my card payment was cancelled?,reverted_card_payment?
+I transferred the wrong amount and would like to cancel the transaction.,cancel_transfer
+On my last transaction it seem that my top-up was not successful.,top_up_reverted
+Can I see that history on my funds and where they came from?,verify_source_of_funds
+Is there a limit to how many transactions I can make on one disposable card?,disposable_card_limits
+What do you need for my identity check?,verify_my_identity
+How do I report a stolen card?,lost_or_stolen_card
+I do not have what is required to prove my identity,unable_to_verify_identity
+I can't get my card to work.,card_not_working
+What would be the reason there's an extra fee on my statement?,extra_charge_on_statement
+How do I enable contactless pay?,contactless_not_working
+I sent some money and the receiver can't access it.,transfer_not_received_by_recipient
+There are some payments with my card that I don't know where they are coming from. Just checked today and it's been since a couple days as well! What to I do? Can I revert this retrospectively? My card needs to be frozen immediately as well!,card_payment_not_recognised
+How do I go forth verifying my top-up card?,verify_top_up
+Is there any place I cannot use my card?,card_acceptance
+This rate is too low. Are you sure your using the right exchange rate.,card_payment_wrong_exchange_rate
+How do I deposit cash into my account?,top_up_by_cash_or_cheque
+I feel like too much money was taken during my currency exchange.,wrong_exchange_rate_for_cash_withdrawal
+So what about the card PIN?,get_physical_card
+I don't recall making that payment?,card_payment_not_recognised
+I was supposed to get a purchase refunded but I don't see the money in my account,Refund_not_showing_up
+"I'm not certain, but someone may be using my card.",compromised_card
+What kind of currency can I hold money in?,fiat_currency_support
+Do I need to make a regular payment before a contactless one?,contactless_not_working
+Can I get paid in a different currency?,receiving_money
+Cash withdrawal still pending?,pending_cash_withdrawal
+I asked for 100 but only got 20.,wrong_amount_of_cash_received
+Why do I have to verify my identity?,why_verify_identity
+My address has changed. How do I report it?,edit_personal_details
+What is going on? My top-up is still pending. I use your system all the time but now it is just showing as pending.,pending_top_up
+I have tried transferring money numerous times. All I keep getting is an error message. Can you tell me what is going on and how this van be fixed?,beneficiary_not_allowed
+How long does it take to get my card? Can I choose when to receive it?,card_delivery_estimate
+Is there a limit to top-up amounts?,top_up_limits
+i have not received my card,card_arrival
+how can i change my details,edit_personal_details
+How can I top up automatically?,automatic_top_up
+My account was charged for a withdraw I tried to make that was decline.,pending_cash_withdrawal
+"I need your help to check my account, please! My card keeps being declined at the ATM, and I've already tried two different ones!",declined_cash_withdrawal
+Where can I exchange my money for EUR?,fiat_currency_support
+Someone else may be using my card. There are transactions I don't recognize.,compromised_card
+Can you tell me what the transfer policy is?,top_up_by_bank_transfer_charge
+I forgot my code to get into the app.,passcode_forgotten
+Will I get charged for topping off my card?,top_up_by_card_charge
+I topped up my card but the money disappeared.,topping_up_by_card
+What do I need to do to transfer my paycheck to my account?,receiving_money
+I did not get the right amount of money when I used a different country's currency.,wrong_exchange_rate_for_cash_withdrawal
+Is there a disposable virtual card I can order?,get_disposable_virtual_card
+Are you able to explain the restrictions of the disposable cards?,disposable_card_limits
+I would appreciate it if I could get an item refunded,request_refund
+"Oh my goodness, my card has been declined twice at ATM! I tried two different ATM, but each one declined my card! Can you tell me what's going on with my account?",declined_cash_withdrawal
+Why was I overcharged a pound!?,extra_charge_on_statement
+"I want to add money but don't know what currencies you accept, can you tell me?",supported_cards_and_currencies
+How long will it take to get my refund,Refund_not_showing_up
+Someone stopped my payment,reverted_card_payment?
+How much do I have to pay for the exchange fee?,exchange_charge
+"I need to order a new card, mine is about to expire and I need to know how much it will cost and how long until I receive it.",card_about_to_expire
+Should i reinstall the payment app?,contactless_not_working
+What fee is included if I top up by card?,top_up_by_card_charge
+How do I link to my credit card with you?,card_linking
+What is the fee charged with this card payment?,card_payment_fee_charged
+My card is about to expire.,card_about_to_expire
+The hotel called and said I left my phone in the room.,lost_or_stolen_phone
+How can I process a refund for something I purchased?,request_refund
+Why do I have to give you all of my identification details?,why_verify_identity
+How can I resolve a problem where my card won't go through at all?,card_not_working
+How long does an item I bought show as pending?,pending_card_payment
+Are you able to unblock my pin?,pin_blocked
+When trying to get more than one card is there a extra amount that needs to be paid?,getting_spare_card
+May I have another card?,getting_spare_card
+For the first time I got a fee on my account. How do I know when you charge these fees?,card_payment_fee_charged
+I attempted to top up but the app denied it.,top_up_failed
+Where can I go to modify my detail?,edit_personal_details
+Is there a reason I was charged a fee to transfer?,transfer_fee_charged
+"I believe my card has been stolen, what can I do about this situation? It's urgent.",lost_or_stolen_card
+What is the tracking number for my card that was mailed?,card_arrival
+Do you know why my card payment is declined?,declined_card_payment
+What are the benefits to verifying the top-up?,verify_top_up
+I have multiple charges on the same transaction.,transaction_charged_twice
+"My card is expiring shortly. How much will it cost for a replacement, and how soon can I get it?",card_about_to_expire
+What do I do with my card PIN?,get_physical_card
+How do I receive my physical card,order_physical_card
+I have been charged with a fee for paying with my card.,card_payment_fee_charged
+Why didn't my balance update after my cash or checque deposit?,balance_not_updated_after_cheque_or_cash_deposit
+What places will accept my card for payment?,card_acceptance
+my card was not in the mail again can you advise?,card_delivery_estimate
+What steps do I need to take to change my card PIN?,change_pin
+When will I see the cash I deposited this morning as available?,balance_not_updated_after_cheque_or_cash_deposit
+My phone is not on me. How can I use the app?,lost_or_stolen_phone
+Something is wrong with my password.,passcode_forgotten
+I made a bank transfer and my account balance did not show it.,balance_not_updated_after_bank_transfer
+still waiting on my new card,card_arrival
+Can I verify my identity online?,verify_my_identity
+My cash withdrawal charged me the wrong exchange rate,wrong_exchange_rate_for_cash_withdrawal
+"My beneficiary is not allowed, please may I have answer as to why this is?",beneficiary_not_allowed
+I had cash transferred but the balance did not change.,balance_not_updated_after_bank_transfer
+Can I use Apple Pay to top up?,apple_pay_or_google_pay
+Which ATMs accept this placard ?,atm_support
+I think my top-up was cancelled.,top_up_reverted
+"I need to bank account transfer from another account into this one, what is the easiest way that can be done, and what information do i need?",transfer_into_account
+Where has my available money come from?,verify_source_of_funds
+What do I do for the identity check?,verify_my_identity
+My card is lost! What do I do now?,lost_or_stolen_card
+Why isn't a recent refund on my statement?,Refund_not_showing_up
+I need a refund on an item I have not received. Am I able to simply cancel the payment? I don't know how to do this.,request_refund
+"Ordered awhile back, what is the ETA in the US?",card_delivery_estimate
+I am confused as to why my transfer could still be pending.,pending_transfer
+Nothing goes through on my card.,card_not_working
+"My recent transfer needs to be cancelled immediately; it was a mistake, please can you cancel it before it goes through?",cancel_transfer
+I need help changing my last name on my account.,edit_personal_details
+I didn't receive the right amount of cash back,wrong_amount_of_cash_received
+How do I obtain a disposable virtual card?,get_disposable_virtual_card
+Is there currency exchange on this app?,exchange_via_app
+Is there tracking info available?,card_arrival
+How can I top up by card?,topping_up_by_card
+I only own one other credit card from the USA. Will it be accepted?,supported_cards_and_currencies
+What do you base your exchange rates on?,exchange_rate
+I think I see a withdraw I did not make.,cash_withdrawal_not_recognised
+Can I cancel a transfer,cancel_transfer
+What are the top up charges for US cards?,top_up_by_card_charge
+Hello. Can you tell me if you use Visa or Mastercard?,visa_or_mastercard
+The card I've got seems to be broken.,card_not_working
+Why do I have a pending cash withdrawal?,pending_cash_withdrawal
+Can I receive a refund for my item?,request_refund
+I lost my wallet today with all my credit cards. Will you please block the card and send a replacement?,lost_or_stolen_card
+What currencies do you do exchanges for?,fiat_currency_support
+I have a duplicate payment showing,transaction_charged_twice
+I am still awaiting the completion of the transaction.,transfer_not_received_by_recipient
+How do i cancel my transaction?,cancel_transfer
+How do I link my replacement card?,card_linking
+How can I fund my top-up account using my bank account?,transfer_into_account
+I have a strange direct debit in my statement,direct_debit_payment_not_recognised
+Why is my transfer not done yet?,pending_transfer
+I made a transaction this morning and would like to revert it.,cancel_transfer
+How young can someone be in order to open an account?,age_limit
+Is it possible to get a card if I'm not in the UK?,country_support
+"I found my card, I would like to reactivate it.",card_linking
+Why is my card not working?,card_not_working
+how many transactions can i make with a disposable card,get_disposable_virtual_card
+What are the top-up fees?,top_up_by_card_charge
+What is the difference between standard and express delivery?,card_delivery_estimate
+Where can you deliver cards?,order_physical_card
+Will you reinstate my PIN?,pin_blocked
+Explain why I can't do a transfer to a beneficiary.,beneficiary_not_allowed
+An unauthorized payment is in my app,card_payment_not_recognised
+My funding to my card didn't go through.,top_up_failed
+Can you look to make sure the exchange rate is correct,wrong_exchange_rate_for_cash_withdrawal
+What do you charge for top ups?,top_up_by_card_charge
+There's a debit on my account that I didn't do.,direct_debit_payment_not_recognised
+Why didn't my balance change after I transferred some money?,balance_not_updated_after_bank_transfer
+"Is there a local ATM that will provide British pounds, I have no money for my homeward journey and do not feel comfortable waiting until I arrive in Britain. Will a withdrawal involve extra charges?",wrong_exchange_rate_for_cash_withdrawal
+Will I get a curreng foreign exchange rate?,exchange_rate
+where in the app can i find out about my new pin,get_physical_card
+How long with my cash withdrawal stay pending for?,pending_cash_withdrawal
+How do I top up my card?,transfer_into_account
+Is there a verification code for the top-up card?,verify_top_up
+Please help me make a transfer. I keep receiving an error and I'm trying to make the initial mortgage payment for a flat I'm buying. What is the deal here?,failed_transfer
+"I don't know if this is an issue with the ATM or my account, but I just tried withdrawing 30 pounds from the ATM I'm at now and it only gave me 10. Is this a glitch or what exactly is going on?",wrong_amount_of_cash_received
+Are there restrictions for my disposable card since it does not seem to be working?,virtual_card_not_working
diff --git a/examples/labeling/banking/banking_classification.py b/examples/labeling/banking/banking_classification.py
new file mode 100644
index 0000000..343f585
--- /dev/null
+++ b/examples/labeling/banking/banking_classification.py
@@ -0,0 +1,129 @@
+import time
+
+from langroid.agent.chat_agent import ChatAgent, ChatAgentConfig
+from langroid.utils.logging import setup_colored_logging
+from langroid.vector_store.qdrantdb import QdrantDBConfig
+from langroid.agent.special.retriever_agent import (
+ RecordDoc,
+ RecordMetadata,
+ RetrieverAgent,
+ RetrieverAgentConfig,
+)
+from langroid.parsing.parser import ParsingConfig
+
+import pandas as pd
+from typing import Any, Dict, List, Sequence
+
+from sklearn.metrics import accuracy_score
+
+
+# TODO: Generalize for any single-label classification task and fetch constants from user
+class BankingTextRetrieverAgentConfig(RetrieverAgentConfig):
+ system_message: str = "You are an expert at understanding bank customer support queries."
+ user_message: str = """
+ Your task is to match a bank statement to a list of examples in a table based on semantic similarity between the given statement and the examples in the table.
+ """
+ data: List[Dict[str, Any]]
+ n_matches: int = 10
+ vecdb: QdrantDBConfig = QdrantDBConfig(
+ collection_name="banking-classification",
+ storage_path=":memory:",
+ )
+ parsing: ParsingConfig = ParsingConfig(
+ n_similar_docs=10,
+ )
+ cross_encoder_reranking_model = "" # turn off cross-encoder reranking
+
+
+# TODO: Logic for get_records can come from user
+class BankingTextRetrieverAgent(RetrieverAgent):
+ def __init__(self, config: BankingTextRetrieverAgentConfig):
+ super().__init__(config)
+ self.config = config
+
+ def get_records(self) -> Sequence[RecordDoc]:
+ return [
+ RecordDoc(
+ content=", ".join(f"{k}={v}" for k, v in d.items()),
+ metadata=RecordMetadata(id=i),
+ )
+ for i, d in enumerate(self.config.data)
+ ]
+
+
+def compute_acc(llm_labels, gt_labels):
+ return accuracy_score(gt_labels, llm_labels)
+
+
+class BankingTextClassifier:
+ def __int__(
+ self,
+ chat_agent_config: ChatAgentConfig,
+ rag_seed_file: str,
+ banking_test_file: str,
+ base_prompt: str
+ ):
+ setup_colored_logging()
+
+ self.chat_agent_config = chat_agent_config
+ self.banking_classifier_agent = ChatAgent(chat_agent_config)
+ self.base_prompt = base_prompt
+
+ rag_seed_data = pd.read_csv(rag_seed_file).to_dict('records')
+ self.banking_text_retriever_agent = BankingTextRetrieverAgent(BankingTextRetrieverAgentConfig(data=rag_seed_data))
+ self.banking_text_retriever_agent.ingest()
+
+ self.test_df = pd.read_csv(banking_test_file)
+ self.test_df['ID'] = range(1, len(self.test_df) + 1)
+
+ self.results_file = "./test_llm_responses.csv"
+ self.results = {}
+
+ self.llm_responses = None
+
+ def load_checkpoint(self):
+ df = pd.read_csv(self.results_file)
+ return dict(zip(df['ID'], df['llm_label']))
+
+ def checkpoint_result(self, llm_responses):
+ result_dict_list = [{'ID': int(key), 'llm_label': value} for key, value in llm_responses.items()]
+ result_df = pd.DataFrame(result_dict_list)
+ result_df.to_csv(self.results_file, index=False)
+ return result_df
+
+ def run_tweet_emotion_detect(self):
+ agent = ChatAgent(self.chat_agent_config)
+
+ llm_responses = self.load_checkpoint()
+ for idx, row in self.test_df.iterrows():
+ if row['ID'] not in llm_responses.keys():
+ print(f"Processing idx: {idx}")
+ prompt = self.base_prompt
+ # todo: Use vec db directly instead of doc chat agent
+ nearest_examples = self.banking_text_retriever_agent.get_relevant_chunks(query=row['text'])
+ for index in range(len(nearest_examples)):
+ example = nearest_examples[index].content
+ text = example.split("text=")[1].split(", label=")[0]
+ label = example.split(", label=")[1]
+ prompt = prompt + f"Text: {text}\n"
+ prompt = prompt + f"Label: {label}\n"
+ prompt = prompt + "\n" + f"Text: {row['text']}\n Label: "
+ llm_responses[row['ID']] = agent.llm_response_forget(prompt).content
+ if idx % 33 == 0:
+ print(f"Checkpointing llm responses after idx: {idx}")
+ self.checkpoint_result(llm_responses)
+ # BUG: reinitialize agent. After 100 requests the process starts timeing out infinitely...
+ agent = ChatAgent(self.chat_agent_config)
+ # print(f"Sleeping for a min...")
+ # time.sleep(60)
+
+ self.llm_responses = self.checkpoint_result(llm_responses)
+
+ self.compute_results(self.llm_responses)
+
+ def run_tweet_emotion_detect_async_batch(self):
+ pass
+
+ def compute_results(self, llm_responses):
+ combined_labels_df = self.test_df.merge(llm_responses, on="ID", how="inner")
+ self.results['Accuracy'] = compute_acc(combined_labels_df['llm_label'], combined_labels_df['label'])
diff --git a/examples/labeling/banking/banking_classification_example.ipynb b/examples/labeling/banking/banking_classification_example.ipynb
new file mode 100644
index 0000000..5f74b00
--- /dev/null
+++ b/examples/labeling/banking/banking_classification_example.ipynb
@@ -0,0 +1,9690 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "6a479f4c50643ed9",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:04:52.557713Z",
+ "start_time": "2024-01-11T14:04:52.555538Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "import nest_asyncio\n",
+ "\n",
+ "nest_asyncio.apply()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "1a04a10678406ab2",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:10.632375Z",
+ "start_time": "2024-01-11T14:04:52.558601Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "from langroid.agent.chat_agent import ChatAgentConfig\n",
+ "from langroid.language_models.openai_gpt import OpenAIChatModel, OpenAIGPTConfig\n",
+ "from banking_classification import BankingTextClassifier"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "ccda0d790d72674c",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:10.633313Z",
+ "start_time": "2024-01-11T14:05:10.631446Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "chat_agent_config = ChatAgentConfig(\n",
+ " llm = OpenAIGPTConfig(\n",
+ " chat_model = OpenAIChatModel.GPT4,\n",
+ " ),\n",
+ " vecdb = None,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "outputs": [],
+ "source": [
+ "# Uncomment only to download dataset and prepare seed and test files"
+ ],
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:10.646709Z",
+ "start_time": "2024-01-11T14:05:10.632985Z"
+ }
+ },
+ "id": "75d9de3ebb05b423"
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "4d1bf8422afcf08e",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:10.646982Z",
+ "start_time": "2024-01-11T14:05:10.635484Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# Download and save banking text classifier into seed and test files\n",
+ "# from datasets import load_dataset\n",
+ "# \n",
+ "# dataset = load_dataset(\"banking77\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "3993710592aa17cf",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:10.648393Z",
+ "start_time": "2024-01-11T14:05:10.638110Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "base_prompt = \"\"\"\n",
+ "You are an expert at understanding bank customers support complaints and queries.\n",
+ "Your job is to correctly classify the provided input example into one of the following categories.\n",
+ "You will answer with just the the correct output label and nothing else.\n",
+ "Categories:\n",
+ " activate_my_card,\n",
+ " age_limit,\n",
+ " apple_pay_or_google_pay,\n",
+ " atm_support,\n",
+ " automatic_top_up,\n",
+ " balance_not_updated_after_bank_transfer,\n",
+ " balance_not_updated_after_cheque_or_cash_deposit,\n",
+ " beneficiary_not_allowed,\n",
+ " cancel_transfer,\n",
+ " card_about_to_expire,\n",
+ " card_acceptance,\n",
+ " card_arrival,\n",
+ " card_delivery_estimate,\n",
+ " card_linking,\n",
+ " card_not_working,\n",
+ " card_payment_fee_charged,\n",
+ " card_payment_not_recognised,\n",
+ " card_payment_wrong_exchange_rate,\n",
+ " card_swallowed,\n",
+ " cash_withdrawal_charge,\n",
+ " cash_withdrawal_not_recognised,\n",
+ " change_pin,\n",
+ " compromised_card,\n",
+ " contactless_not_working,\n",
+ " country_support,\n",
+ " declined_card_payment,\n",
+ " declined_cash_withdrawal,\n",
+ " declined_transfer,\n",
+ " direct_debit_payment_not_recognised,\n",
+ " disposable_card_limits,\n",
+ " edit_personal_details,\n",
+ " exchange_charge,\n",
+ " exchange_rate,\n",
+ " exchange_via_app,\n",
+ " extra_charge_on_statement,\n",
+ " failed_transfer,\n",
+ " fiat_currency_support,\n",
+ " get_disposable_virtual_card,\n",
+ " get_physical_card,\n",
+ " getting_spare_card,\n",
+ " getting_virtual_card,\n",
+ " lost_or_stolen_card,\n",
+ " lost_or_stolen_phone,\n",
+ " order_physical_card,\n",
+ " passcode_forgotten,\n",
+ " pending_card_payment,\n",
+ " pending_cash_withdrawal,\n",
+ " pending_top_up,\n",
+ " pending_transfer,\n",
+ " pin_blocked,\n",
+ " receiving_money,\n",
+ " Refund_not_showing_up,\n",
+ " request_refund,\n",
+ " reverted_card_payment?,\n",
+ " supported_cards_and_currencies,\n",
+ " terminate_account,\n",
+ " top_up_by_bank_transfer_charge,\n",
+ " top_up_by_card_charge,\n",
+ " top_up_by_cash_or_cheque,\n",
+ " top_up_failed,\n",
+ " top_up_limits,\n",
+ " top_up_reverted,\n",
+ " topping_up_by_card,\n",
+ " transaction_charged_twice,\n",
+ " transfer_fee_charged,\n",
+ " transfer_into_account,\n",
+ " transfer_not_received_by_recipient,\n",
+ " transfer_timing,\n",
+ " unable_to_verify_identity,\n",
+ " verify_my_identity,\n",
+ " verify_source_of_funds,\n",
+ " verify_top_up,\n",
+ " virtual_card_not_working,\n",
+ " visa_or_mastercard,\n",
+ " why_verify_identity,\n",
+ " wrong_amount_of_cash_received,\n",
+ " wrong_exchange_rate_for_cash_withdrawal\n",
+ "\n",
+ "\"\"\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "115e7ea528a59bf5",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:10.659238Z",
+ "start_time": "2024-01-11T14:05:10.639774Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# import pandas as pd\n",
+ "# \n",
+ "# train_df = pd.DataFrame(dataset['train'])\n",
+ "# test_df = pd.DataFrame(dataset['test'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "538e3963d110b1d0",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:10.665710Z",
+ "start_time": "2024-01-11T14:05:10.656805Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "labels = ['activate_my_card',\n",
+ " 'age_limit',\n",
+ " 'apple_pay_or_google_pay',\n",
+ " 'atm_support',\n",
+ " 'automatic_top_up',\n",
+ " 'balance_not_updated_after_bank_transfer',\n",
+ " 'balance_not_updated_after_cheque_or_cash_deposit',\n",
+ " 'beneficiary_not_allowed',\n",
+ " 'cancel_transfer',\n",
+ " 'card_about_to_expire',\n",
+ " 'card_acceptance',\n",
+ " 'card_arrival',\n",
+ " 'card_delivery_estimate',\n",
+ " 'card_linking',\n",
+ " 'card_not_working',\n",
+ " 'card_payment_fee_charged',\n",
+ " 'card_payment_not_recognised',\n",
+ " 'card_payment_wrong_exchange_rate',\n",
+ " 'card_swallowed',\n",
+ " 'cash_withdrawal_charge',\n",
+ " 'cash_withdrawal_not_recognised',\n",
+ " 'change_pin',\n",
+ " 'compromised_card',\n",
+ " 'contactless_not_working',\n",
+ " 'country_support',\n",
+ " 'declined_card_payment',\n",
+ " 'declined_cash_withdrawal',\n",
+ " 'declined_transfer',\n",
+ " 'direct_debit_payment_not_recognised',\n",
+ " 'disposable_card_limits',\n",
+ " 'edit_personal_details',\n",
+ " 'exchange_charge',\n",
+ " 'exchange_rate',\n",
+ " 'exchange_via_app',\n",
+ " 'extra_charge_on_statement',\n",
+ " 'failed_transfer',\n",
+ " 'fiat_currency_support',\n",
+ " 'get_disposable_virtual_card',\n",
+ " 'get_physical_card',\n",
+ " 'getting_spare_card',\n",
+ " 'getting_virtual_card',\n",
+ " 'lost_or_stolen_card',\n",
+ " 'lost_or_stolen_phone',\n",
+ " 'order_physical_card',\n",
+ " 'passcode_forgotten',\n",
+ " 'pending_card_payment',\n",
+ " 'pending_cash_withdrawal',\n",
+ " 'pending_top_up',\n",
+ " 'pending_transfer',\n",
+ " 'pin_blocked',\n",
+ " 'receiving_money',\n",
+ " 'Refund_not_showing_up',\n",
+ " 'request_refund',\n",
+ " 'reverted_card_payment?',\n",
+ " 'supported_cards_and_currencies',\n",
+ " 'terminate_account',\n",
+ " 'top_up_by_bank_transfer_charge',\n",
+ " 'top_up_by_card_charge',\n",
+ " 'top_up_by_cash_or_cheque',\n",
+ " 'top_up_failed',\n",
+ " 'top_up_limits',\n",
+ " 'top_up_reverted',\n",
+ " 'topping_up_by_card',\n",
+ " 'transaction_charged_twice',\n",
+ " 'transfer_fee_charged',\n",
+ " 'transfer_into_account',\n",
+ " 'transfer_not_received_by_recipient',\n",
+ " 'transfer_timing',\n",
+ " 'unable_to_verify_identity',\n",
+ " 'verify_my_identity',\n",
+ " 'verify_source_of_funds',\n",
+ " 'verify_top_up',\n",
+ " 'virtual_card_not_working',\n",
+ " 'visa_or_mastercard',\n",
+ " 'why_verify_identity',\n",
+ " 'wrong_amount_of_cash_received',\n",
+ " 'wrong_exchange_rate_for_cash_withdrawal']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "2ec3217c2a8d6e82",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:10.665987Z",
+ "start_time": "2024-01-11T14:05:10.659765Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# for idx, row in train_df.iterrows():\n",
+ "# label_id = row['label']\n",
+ "# train_df.at[idx, 'label'] = labels[label_id]\n",
+ "# for idx, row in test_df.iterrows():\n",
+ "# label_id = row['label']\n",
+ "# test_df.at[idx, 'label'] = labels[label_id]\n",
+ "# train_df = train_df.sample(n=200, replace=False)\n",
+ "# test_df = test_df.sample(n=2000, replace=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "11faf19582968ae5",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
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+ "start_time": "2024-01-11T14:05:10.661590Z"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# train_df.to_csv(\"seed.csv\", index=False)\n",
+ "# test_df.to_csv(\"test.csv\", index=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "d4ced6dcff9df761",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-11T14:05:14.240569Z",
+ "start_time": "2024-01-11T14:05:10.664513Z"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "\u001B[33m2024-01-11 19:35:10 - WARNING - REDIS_PASSWORD, REDIS_HOST, REDIS_PORT not set in .env file,\n",
+ " using fake redis client\u001B[0m\n",
+ "\u001B[33m2024-01-11 19:35:10 - WARNING - REDIS_PASSWORD, REDIS_HOST, REDIS_PORT not set in .env file,\n",
+ " using fake redis client\u001B[0m\n",
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+ " using fake redis client\u001B[0m\n",
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+ " using fake redis client\u001B[0m\n",
+ "\u001B[33m2024-01-11 19:35:11 - WARNING - QDRANT_API_KEY, QDRANT_API_URL env variable must be set to use \n",
+ " QdrantDB in cloud mode. Please set these values \n",
+ " in your .env file. \n",
+ " Switching to local storage at :memory: \n",
+ " \u001B[0m\n",
+ "\u001B[33m2024-01-11 19:35:11 - WARNING - QDRANT_API_KEY, QDRANT_API_URL env variable must be set to use \n",
+ " QdrantDB in cloud mode. Please set these values \n",
+ " in your .env file. \n",
+ " Switching to local storage at :memory: \n",
+ " \u001B[0m\n"
+ ]
+ }
+ ],
+ "source": [
+ "banking_text_classifier = BankingTextClassifier()\n",
+ "banking_text_classifier.__int__(\n",
+ " chat_agent_config,\n",
+ " \"seed.csv\",\n",
+ " \"test.csv\",\n",
+ " base_prompt\n",
+ ")"
+ ]
+ },
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+ "\u001B[33m2024-01-11 19:43:06 - WARNING - OpenAI API request failed with error: \n",
+ " Request timed out.. \n",
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+ "\u001B[33m2024-01-11 19:43:06 - WARNING - OpenAI API request failed with error: \n",
+ " Request timed out.. \n",
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+ "\u001B[33m2024-01-11 19:44:25 - WARNING - OpenAI API request failed with error: \n",
+ " Request timed out.. \n",
+ " Retrying in 8.204066095958199 seconds...\u001B[0m\n",
+ "\u001B[33m2024-01-11 19:44:25 - WARNING - OpenAI API request failed with error: \n",
+ " Request timed out.. \n",
+ " Retrying in 8.204066095958199 seconds...\u001B[0m\n"
+ ]
+ },
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+ "evalue": "",
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+ "traceback": [
+ "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
+ "\u001B[0;31mPoolTimeout\u001B[0m Traceback (most recent call last)",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:60\u001B[0m, in \u001B[0;36mmap_httpcore_exceptions\u001B[0;34m()\u001B[0m\n\u001B[1;32m 59\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m---> 60\u001B[0m \u001B[38;5;28;01myield\u001B[39;00m\n\u001B[1;32m 61\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc: \u001B[38;5;66;03m# noqa: PIE-786\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:218\u001B[0m, in \u001B[0;36mHTTPTransport.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 217\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m map_httpcore_exceptions():\n\u001B[0;32m--> 218\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_pool\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mreq\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 220\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(resp\u001B[38;5;241m.\u001B[39mstream, typing\u001B[38;5;241m.\u001B[39mIterable)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:242\u001B[0m, in \u001B[0;36mConnectionPool.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 241\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_requests\u001B[38;5;241m.\u001B[39mremove(status)\n\u001B[0;32m--> 242\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m exc\n\u001B[1;32m 244\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:233\u001B[0m, in \u001B[0;36mConnectionPool.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 232\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 233\u001B[0m connection \u001B[38;5;241m=\u001B[39m \u001B[43mstatus\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mwait_for_connection\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 234\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mBaseException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc:\n\u001B[1;32m 235\u001B[0m \u001B[38;5;66;03m# If we timeout here, or if the task is cancelled, then make\u001B[39;00m\n\u001B[1;32m 236\u001B[0m \u001B[38;5;66;03m# sure to remove the request from the queue before bubbling\u001B[39;00m\n\u001B[1;32m 237\u001B[0m \u001B[38;5;66;03m# up the exception.\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:35\u001B[0m, in \u001B[0;36mRequestStatus.wait_for_connection\u001B[0;34m(self, timeout)\u001B[0m\n\u001B[1;32m 34\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mconnection \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[0;32m---> 35\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_connection_acquired\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mwait\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 36\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mconnection \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_synchronization.py:252\u001B[0m, in \u001B[0;36mEvent.wait\u001B[0;34m(self, timeout)\u001B[0m\n\u001B[1;32m 251\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_event\u001B[38;5;241m.\u001B[39mwait(timeout\u001B[38;5;241m=\u001B[39mtimeout):\n\u001B[0;32m--> 252\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m PoolTimeout()\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m: ",
+ "\nThe above exception was the direct cause of the following exception:\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m Traceback (most recent call last)",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:858\u001B[0m, in \u001B[0;36mSyncAPIClient._request\u001B[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001B[0m\n\u001B[1;32m 857\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 858\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_client\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mauth\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mcustom_auth\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 859\u001B[0m log\u001B[38;5;241m.\u001B[39mdebug(\n\u001B[1;32m 860\u001B[0m \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mHTTP Request: \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;132;01m%i\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m'\u001B[39m, request\u001B[38;5;241m.\u001B[39mmethod, request\u001B[38;5;241m.\u001B[39murl, response\u001B[38;5;241m.\u001B[39mstatus_code, response\u001B[38;5;241m.\u001B[39mreason_phrase\n\u001B[1;32m 861\u001B[0m )\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/sentry_sdk/integrations/httpx.py:84\u001B[0m, in \u001B[0;36m_install_httpx_client..send\u001B[0;34m(self, request, **kwargs)\u001B[0m\n\u001B[1;32m 82\u001B[0m request\u001B[38;5;241m.\u001B[39mheaders[key] \u001B[38;5;241m=\u001B[39m value\n\u001B[0;32m---> 84\u001B[0m rv \u001B[38;5;241m=\u001B[39m \u001B[43mreal_send\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 86\u001B[0m span\u001B[38;5;241m.\u001B[39mset_http_status(rv\u001B[38;5;241m.\u001B[39mstatus_code)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:901\u001B[0m, in \u001B[0;36mClient.send\u001B[0;34m(self, request, stream, auth, follow_redirects)\u001B[0m\n\u001B[1;32m 899\u001B[0m auth \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_build_request_auth(request, auth)\n\u001B[0;32m--> 901\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_handling_auth\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 902\u001B[0m \u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 903\u001B[0m \u001B[43m \u001B[49m\u001B[43mauth\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mauth\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 904\u001B[0m \u001B[43m \u001B[49m\u001B[43mfollow_redirects\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mfollow_redirects\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 905\u001B[0m \u001B[43m \u001B[49m\u001B[43mhistory\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[43m]\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 906\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 907\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:929\u001B[0m, in \u001B[0;36mClient._send_handling_auth\u001B[0;34m(self, request, auth, follow_redirects, history)\u001B[0m\n\u001B[1;32m 928\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[0;32m--> 929\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_handling_redirects\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 930\u001B[0m \u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 931\u001B[0m \u001B[43m \u001B[49m\u001B[43mfollow_redirects\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mfollow_redirects\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 932\u001B[0m \u001B[43m \u001B[49m\u001B[43mhistory\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mhistory\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 933\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 934\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:966\u001B[0m, in \u001B[0;36mClient._send_handling_redirects\u001B[0;34m(self, request, follow_redirects, history)\u001B[0m\n\u001B[1;32m 964\u001B[0m hook(request)\n\u001B[0;32m--> 966\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_single_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 967\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:1002\u001B[0m, in \u001B[0;36mClient._send_single_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 1001\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m request_context(request\u001B[38;5;241m=\u001B[39mrequest):\n\u001B[0;32m-> 1002\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[43mtransport\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 1004\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(response\u001B[38;5;241m.\u001B[39mstream, SyncByteStream)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:217\u001B[0m, in \u001B[0;36mHTTPTransport.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 205\u001B[0m req \u001B[38;5;241m=\u001B[39m httpcore\u001B[38;5;241m.\u001B[39mRequest(\n\u001B[1;32m 206\u001B[0m method\u001B[38;5;241m=\u001B[39mrequest\u001B[38;5;241m.\u001B[39mmethod,\n\u001B[1;32m 207\u001B[0m url\u001B[38;5;241m=\u001B[39mhttpcore\u001B[38;5;241m.\u001B[39mURL(\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 215\u001B[0m extensions\u001B[38;5;241m=\u001B[39mrequest\u001B[38;5;241m.\u001B[39mextensions,\n\u001B[1;32m 216\u001B[0m )\n\u001B[0;32m--> 217\u001B[0m \u001B[43m\u001B[49m\u001B[38;5;28;43;01mwith\u001B[39;49;00m\u001B[43m \u001B[49m\u001B[43mmap_httpcore_exceptions\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\u001B[43m:\u001B[49m\n\u001B[1;32m 218\u001B[0m \u001B[43m \u001B[49m\u001B[43mresp\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m \u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_pool\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mreq\u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/contextlib.py:155\u001B[0m, in \u001B[0;36m_GeneratorContextManager.__exit__\u001B[0;34m(self, typ, value, traceback)\u001B[0m\n\u001B[1;32m 154\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 155\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mgen\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mthrow\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtyp\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mvalue\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mtraceback\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 156\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mStopIteration\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc:\n\u001B[1;32m 157\u001B[0m \u001B[38;5;66;03m# Suppress StopIteration *unless* it's the same exception that\u001B[39;00m\n\u001B[1;32m 158\u001B[0m \u001B[38;5;66;03m# was passed to throw(). This prevents a StopIteration\u001B[39;00m\n\u001B[1;32m 159\u001B[0m \u001B[38;5;66;03m# raised inside the \"with\" statement from being suppressed.\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:77\u001B[0m, in \u001B[0;36mmap_httpcore_exceptions\u001B[0;34m()\u001B[0m\n\u001B[1;32m 76\u001B[0m message \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mstr\u001B[39m(exc)\n\u001B[0;32m---> 77\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m mapped_exc(message) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01mexc\u001B[39;00m\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m: ",
+ "\nDuring handling of the above exception, another exception occurred:\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m Traceback (most recent call last)",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:60\u001B[0m, in \u001B[0;36mmap_httpcore_exceptions\u001B[0;34m()\u001B[0m\n\u001B[1;32m 59\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m---> 60\u001B[0m \u001B[38;5;28;01myield\u001B[39;00m\n\u001B[1;32m 61\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc: \u001B[38;5;66;03m# noqa: PIE-786\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:218\u001B[0m, in \u001B[0;36mHTTPTransport.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 217\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m map_httpcore_exceptions():\n\u001B[0;32m--> 218\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_pool\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mreq\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 220\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(resp\u001B[38;5;241m.\u001B[39mstream, typing\u001B[38;5;241m.\u001B[39mIterable)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:242\u001B[0m, in \u001B[0;36mConnectionPool.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 241\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_requests\u001B[38;5;241m.\u001B[39mremove(status)\n\u001B[0;32m--> 242\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m exc\n\u001B[1;32m 244\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:233\u001B[0m, in \u001B[0;36mConnectionPool.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 232\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 233\u001B[0m connection \u001B[38;5;241m=\u001B[39m \u001B[43mstatus\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mwait_for_connection\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 234\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mBaseException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc:\n\u001B[1;32m 235\u001B[0m \u001B[38;5;66;03m# If we timeout here, or if the task is cancelled, then make\u001B[39;00m\n\u001B[1;32m 236\u001B[0m \u001B[38;5;66;03m# sure to remove the request from the queue before bubbling\u001B[39;00m\n\u001B[1;32m 237\u001B[0m \u001B[38;5;66;03m# up the exception.\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:35\u001B[0m, in \u001B[0;36mRequestStatus.wait_for_connection\u001B[0;34m(self, timeout)\u001B[0m\n\u001B[1;32m 34\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mconnection \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[0;32m---> 35\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_connection_acquired\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mwait\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 36\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mconnection \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_synchronization.py:252\u001B[0m, in \u001B[0;36mEvent.wait\u001B[0;34m(self, timeout)\u001B[0m\n\u001B[1;32m 251\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_event\u001B[38;5;241m.\u001B[39mwait(timeout\u001B[38;5;241m=\u001B[39mtimeout):\n\u001B[0;32m--> 252\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m PoolTimeout()\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m: ",
+ "\nThe above exception was the direct cause of the following exception:\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m Traceback (most recent call last)",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:858\u001B[0m, in \u001B[0;36mSyncAPIClient._request\u001B[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001B[0m\n\u001B[1;32m 857\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 858\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_client\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mauth\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mcustom_auth\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 859\u001B[0m log\u001B[38;5;241m.\u001B[39mdebug(\n\u001B[1;32m 860\u001B[0m \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mHTTP Request: \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;132;01m%i\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m'\u001B[39m, request\u001B[38;5;241m.\u001B[39mmethod, request\u001B[38;5;241m.\u001B[39murl, response\u001B[38;5;241m.\u001B[39mstatus_code, response\u001B[38;5;241m.\u001B[39mreason_phrase\n\u001B[1;32m 861\u001B[0m )\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/sentry_sdk/integrations/httpx.py:84\u001B[0m, in \u001B[0;36m_install_httpx_client..send\u001B[0;34m(self, request, **kwargs)\u001B[0m\n\u001B[1;32m 82\u001B[0m request\u001B[38;5;241m.\u001B[39mheaders[key] \u001B[38;5;241m=\u001B[39m value\n\u001B[0;32m---> 84\u001B[0m rv \u001B[38;5;241m=\u001B[39m \u001B[43mreal_send\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 86\u001B[0m span\u001B[38;5;241m.\u001B[39mset_http_status(rv\u001B[38;5;241m.\u001B[39mstatus_code)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:901\u001B[0m, in \u001B[0;36mClient.send\u001B[0;34m(self, request, stream, auth, follow_redirects)\u001B[0m\n\u001B[1;32m 899\u001B[0m auth \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_build_request_auth(request, auth)\n\u001B[0;32m--> 901\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_handling_auth\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 902\u001B[0m \u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 903\u001B[0m \u001B[43m \u001B[49m\u001B[43mauth\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mauth\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 904\u001B[0m \u001B[43m \u001B[49m\u001B[43mfollow_redirects\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mfollow_redirects\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 905\u001B[0m \u001B[43m \u001B[49m\u001B[43mhistory\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[43m]\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 906\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 907\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:929\u001B[0m, in \u001B[0;36mClient._send_handling_auth\u001B[0;34m(self, request, auth, follow_redirects, history)\u001B[0m\n\u001B[1;32m 928\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[0;32m--> 929\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_handling_redirects\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 930\u001B[0m \u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 931\u001B[0m \u001B[43m \u001B[49m\u001B[43mfollow_redirects\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mfollow_redirects\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 932\u001B[0m \u001B[43m \u001B[49m\u001B[43mhistory\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mhistory\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 933\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 934\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:966\u001B[0m, in \u001B[0;36mClient._send_handling_redirects\u001B[0;34m(self, request, follow_redirects, history)\u001B[0m\n\u001B[1;32m 964\u001B[0m hook(request)\n\u001B[0;32m--> 966\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_single_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 967\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:1002\u001B[0m, in \u001B[0;36mClient._send_single_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 1001\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m request_context(request\u001B[38;5;241m=\u001B[39mrequest):\n\u001B[0;32m-> 1002\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[43mtransport\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 1004\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(response\u001B[38;5;241m.\u001B[39mstream, SyncByteStream)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:217\u001B[0m, in \u001B[0;36mHTTPTransport.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 205\u001B[0m req \u001B[38;5;241m=\u001B[39m httpcore\u001B[38;5;241m.\u001B[39mRequest(\n\u001B[1;32m 206\u001B[0m method\u001B[38;5;241m=\u001B[39mrequest\u001B[38;5;241m.\u001B[39mmethod,\n\u001B[1;32m 207\u001B[0m url\u001B[38;5;241m=\u001B[39mhttpcore\u001B[38;5;241m.\u001B[39mURL(\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 215\u001B[0m extensions\u001B[38;5;241m=\u001B[39mrequest\u001B[38;5;241m.\u001B[39mextensions,\n\u001B[1;32m 216\u001B[0m )\n\u001B[0;32m--> 217\u001B[0m \u001B[43m\u001B[49m\u001B[38;5;28;43;01mwith\u001B[39;49;00m\u001B[43m \u001B[49m\u001B[43mmap_httpcore_exceptions\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\u001B[43m:\u001B[49m\n\u001B[1;32m 218\u001B[0m \u001B[43m \u001B[49m\u001B[43mresp\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m \u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_pool\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mreq\u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/contextlib.py:155\u001B[0m, in \u001B[0;36m_GeneratorContextManager.__exit__\u001B[0;34m(self, typ, value, traceback)\u001B[0m\n\u001B[1;32m 154\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 155\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mgen\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mthrow\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtyp\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mvalue\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mtraceback\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 156\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mStopIteration\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc:\n\u001B[1;32m 157\u001B[0m \u001B[38;5;66;03m# Suppress StopIteration *unless* it's the same exception that\u001B[39;00m\n\u001B[1;32m 158\u001B[0m \u001B[38;5;66;03m# was passed to throw(). This prevents a StopIteration\u001B[39;00m\n\u001B[1;32m 159\u001B[0m \u001B[38;5;66;03m# raised inside the \"with\" statement from being suppressed.\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:77\u001B[0m, in \u001B[0;36mmap_httpcore_exceptions\u001B[0;34m()\u001B[0m\n\u001B[1;32m 76\u001B[0m message \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mstr\u001B[39m(exc)\n\u001B[0;32m---> 77\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m mapped_exc(message) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01mexc\u001B[39;00m\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m: ",
+ "\nDuring handling of the above exception, another exception occurred:\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m Traceback (most recent call last)",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:60\u001B[0m, in \u001B[0;36mmap_httpcore_exceptions\u001B[0;34m()\u001B[0m\n\u001B[1;32m 59\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m---> 60\u001B[0m \u001B[38;5;28;01myield\u001B[39;00m\n\u001B[1;32m 61\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc: \u001B[38;5;66;03m# noqa: PIE-786\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:218\u001B[0m, in \u001B[0;36mHTTPTransport.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 217\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m map_httpcore_exceptions():\n\u001B[0;32m--> 218\u001B[0m resp \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_pool\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mreq\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 220\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(resp\u001B[38;5;241m.\u001B[39mstream, typing\u001B[38;5;241m.\u001B[39mIterable)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:242\u001B[0m, in \u001B[0;36mConnectionPool.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 241\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_requests\u001B[38;5;241m.\u001B[39mremove(status)\n\u001B[0;32m--> 242\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m exc\n\u001B[1;32m 244\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:233\u001B[0m, in \u001B[0;36mConnectionPool.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 232\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 233\u001B[0m connection \u001B[38;5;241m=\u001B[39m \u001B[43mstatus\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mwait_for_connection\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 234\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mBaseException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc:\n\u001B[1;32m 235\u001B[0m \u001B[38;5;66;03m# If we timeout here, or if the task is cancelled, then make\u001B[39;00m\n\u001B[1;32m 236\u001B[0m \u001B[38;5;66;03m# sure to remove the request from the queue before bubbling\u001B[39;00m\n\u001B[1;32m 237\u001B[0m \u001B[38;5;66;03m# up the exception.\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py:35\u001B[0m, in \u001B[0;36mRequestStatus.wait_for_connection\u001B[0;34m(self, timeout)\u001B[0m\n\u001B[1;32m 34\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mconnection \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[0;32m---> 35\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_connection_acquired\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mwait\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtimeout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtimeout\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 36\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mconnection \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpcore/_synchronization.py:252\u001B[0m, in \u001B[0;36mEvent.wait\u001B[0;34m(self, timeout)\u001B[0m\n\u001B[1;32m 251\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_event\u001B[38;5;241m.\u001B[39mwait(timeout\u001B[38;5;241m=\u001B[39mtimeout):\n\u001B[0;32m--> 252\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m PoolTimeout()\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m: ",
+ "\nThe above exception was the direct cause of the following exception:\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m Traceback (most recent call last)",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:858\u001B[0m, in \u001B[0;36mSyncAPIClient._request\u001B[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001B[0m\n\u001B[1;32m 857\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 858\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_client\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mauth\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mcustom_auth\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 859\u001B[0m log\u001B[38;5;241m.\u001B[39mdebug(\n\u001B[1;32m 860\u001B[0m \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mHTTP Request: \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;132;01m%i\u001B[39;00m\u001B[38;5;124m \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m'\u001B[39m, request\u001B[38;5;241m.\u001B[39mmethod, request\u001B[38;5;241m.\u001B[39murl, response\u001B[38;5;241m.\u001B[39mstatus_code, response\u001B[38;5;241m.\u001B[39mreason_phrase\n\u001B[1;32m 861\u001B[0m )\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/sentry_sdk/integrations/httpx.py:84\u001B[0m, in \u001B[0;36m_install_httpx_client..send\u001B[0;34m(self, request, **kwargs)\u001B[0m\n\u001B[1;32m 82\u001B[0m request\u001B[38;5;241m.\u001B[39mheaders[key] \u001B[38;5;241m=\u001B[39m value\n\u001B[0;32m---> 84\u001B[0m rv \u001B[38;5;241m=\u001B[39m \u001B[43mreal_send\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 86\u001B[0m span\u001B[38;5;241m.\u001B[39mset_http_status(rv\u001B[38;5;241m.\u001B[39mstatus_code)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:901\u001B[0m, in \u001B[0;36mClient.send\u001B[0;34m(self, request, stream, auth, follow_redirects)\u001B[0m\n\u001B[1;32m 899\u001B[0m auth \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_build_request_auth(request, auth)\n\u001B[0;32m--> 901\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_handling_auth\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 902\u001B[0m \u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 903\u001B[0m \u001B[43m \u001B[49m\u001B[43mauth\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mauth\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 904\u001B[0m \u001B[43m \u001B[49m\u001B[43mfollow_redirects\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mfollow_redirects\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 905\u001B[0m \u001B[43m \u001B[49m\u001B[43mhistory\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m[\u001B[49m\u001B[43m]\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 906\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 907\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:929\u001B[0m, in \u001B[0;36mClient._send_handling_auth\u001B[0;34m(self, request, auth, follow_redirects, history)\u001B[0m\n\u001B[1;32m 928\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[0;32m--> 929\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_handling_redirects\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 930\u001B[0m \u001B[43m \u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 931\u001B[0m \u001B[43m \u001B[49m\u001B[43mfollow_redirects\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mfollow_redirects\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 932\u001B[0m \u001B[43m \u001B[49m\u001B[43mhistory\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mhistory\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 933\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 934\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:966\u001B[0m, in \u001B[0;36mClient._send_handling_redirects\u001B[0;34m(self, request, follow_redirects, history)\u001B[0m\n\u001B[1;32m 964\u001B[0m hook(request)\n\u001B[0;32m--> 966\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_send_single_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 967\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_client.py:1002\u001B[0m, in \u001B[0;36mClient._send_single_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 1001\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m request_context(request\u001B[38;5;241m=\u001B[39mrequest):\n\u001B[0;32m-> 1002\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[43mtransport\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mrequest\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 1004\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(response\u001B[38;5;241m.\u001B[39mstream, SyncByteStream)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:217\u001B[0m, in \u001B[0;36mHTTPTransport.handle_request\u001B[0;34m(self, request)\u001B[0m\n\u001B[1;32m 205\u001B[0m req \u001B[38;5;241m=\u001B[39m httpcore\u001B[38;5;241m.\u001B[39mRequest(\n\u001B[1;32m 206\u001B[0m method\u001B[38;5;241m=\u001B[39mrequest\u001B[38;5;241m.\u001B[39mmethod,\n\u001B[1;32m 207\u001B[0m url\u001B[38;5;241m=\u001B[39mhttpcore\u001B[38;5;241m.\u001B[39mURL(\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 215\u001B[0m extensions\u001B[38;5;241m=\u001B[39mrequest\u001B[38;5;241m.\u001B[39mextensions,\n\u001B[1;32m 216\u001B[0m )\n\u001B[0;32m--> 217\u001B[0m \u001B[43m\u001B[49m\u001B[38;5;28;43;01mwith\u001B[39;49;00m\u001B[43m \u001B[49m\u001B[43mmap_httpcore_exceptions\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\u001B[43m:\u001B[49m\n\u001B[1;32m 218\u001B[0m \u001B[43m \u001B[49m\u001B[43mresp\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43m \u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_pool\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhandle_request\u001B[49m\u001B[43m(\u001B[49m\u001B[43mreq\u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m/opt/homebrew/Cellar/python@3.11/3.11.5/Frameworks/Python.framework/Versions/3.11/lib/python3.11/contextlib.py:155\u001B[0m, in \u001B[0;36m_GeneratorContextManager.__exit__\u001B[0;34m(self, typ, value, traceback)\u001B[0m\n\u001B[1;32m 154\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 155\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mgen\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mthrow\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtyp\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mvalue\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mtraceback\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 156\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mStopIteration\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc:\n\u001B[1;32m 157\u001B[0m \u001B[38;5;66;03m# Suppress StopIteration *unless* it's the same exception that\u001B[39;00m\n\u001B[1;32m 158\u001B[0m \u001B[38;5;66;03m# was passed to throw(). This prevents a StopIteration\u001B[39;00m\n\u001B[1;32m 159\u001B[0m \u001B[38;5;66;03m# raised inside the \"with\" statement from being suppressed.\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/httpx/_transports/default.py:77\u001B[0m, in \u001B[0;36mmap_httpcore_exceptions\u001B[0;34m()\u001B[0m\n\u001B[1;32m 76\u001B[0m message \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mstr\u001B[39m(exc)\n\u001B[0;32m---> 77\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m mapped_exc(message) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01mexc\u001B[39;00m\n",
+ "\u001B[0;31mPoolTimeout\u001B[0m: ",
+ "\nThe above exception was the direct cause of the following exception:\n",
+ "\u001B[0;31mAPITimeoutError\u001B[0m Traceback (most recent call last)",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/langroid/language_models/utils.py:43\u001B[0m, in \u001B[0;36mretry_with_exponential_backoff..wrapper\u001B[0;34m(*args, **kwargs)\u001B[0m\n\u001B[1;32m 42\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m---> 43\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mfunc\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43margs\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 45\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m openai\u001B[38;5;241m.\u001B[39mBadRequestError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[1;32m 46\u001B[0m \u001B[38;5;66;03m# do not retry when the request itself is invalid,\u001B[39;00m\n\u001B[1;32m 47\u001B[0m \u001B[38;5;66;03m# e.g. when context is too long\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/langroid/language_models/openai_gpt.py:784\u001B[0m, in \u001B[0;36mOpenAIGPT._chat_completions_with_backoff\u001B[0;34m(self, **kwargs)\u001B[0m\n\u001B[1;32m 779\u001B[0m completion_call \u001B[38;5;241m=\u001B[39m (\n\u001B[1;32m 780\u001B[0m litellm_completion\n\u001B[1;32m 781\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mconfig\u001B[38;5;241m.\u001B[39mlitellm\n\u001B[1;32m 782\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mclient\u001B[38;5;241m.\u001B[39mchat\u001B[38;5;241m.\u001B[39mcompletions\u001B[38;5;241m.\u001B[39mcreate\n\u001B[1;32m 783\u001B[0m )\n\u001B[0;32m--> 784\u001B[0m result \u001B[38;5;241m=\u001B[39m \u001B[43mcompletion_call\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 785\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mget_stream():\n\u001B[1;32m 786\u001B[0m \u001B[38;5;66;03m# if streaming, cannot cache result\u001B[39;00m\n\u001B[1;32m 787\u001B[0m \u001B[38;5;66;03m# since it is a generator. Instead,\u001B[39;00m\n\u001B[1;32m 788\u001B[0m \u001B[38;5;66;03m# we hold on to the hashed_key and\u001B[39;00m\n\u001B[1;32m 789\u001B[0m \u001B[38;5;66;03m# cache the result later\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_utils/_utils.py:299\u001B[0m, in \u001B[0;36mrequired_args..inner..wrapper\u001B[0;34m(*args, **kwargs)\u001B[0m\n\u001B[1;32m 298\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mTypeError\u001B[39;00m(msg)\n\u001B[0;32m--> 299\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mfunc\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43margs\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/resources/chat/completions.py:594\u001B[0m, in \u001B[0;36mCompletions.create\u001B[0;34m(self, messages, model, frequency_penalty, function_call, functions, logit_bias, max_tokens, n, presence_penalty, response_format, seed, stop, stream, temperature, tool_choice, tools, top_p, user, extra_headers, extra_query, extra_body, timeout)\u001B[0m\n\u001B[1;32m 548\u001B[0m \u001B[38;5;129m@required_args\u001B[39m([\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mmessages\u001B[39m\u001B[38;5;124m\"\u001B[39m, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mmodel\u001B[39m\u001B[38;5;124m\"\u001B[39m], [\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mmessages\u001B[39m\u001B[38;5;124m\"\u001B[39m, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mmodel\u001B[39m\u001B[38;5;124m\"\u001B[39m, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mstream\u001B[39m\u001B[38;5;124m\"\u001B[39m])\n\u001B[1;32m 549\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mcreate\u001B[39m(\n\u001B[1;32m 550\u001B[0m \u001B[38;5;28mself\u001B[39m,\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 592\u001B[0m timeout: \u001B[38;5;28mfloat\u001B[39m \u001B[38;5;241m|\u001B[39m httpx\u001B[38;5;241m.\u001B[39mTimeout \u001B[38;5;241m|\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;241m|\u001B[39m NotGiven \u001B[38;5;241m=\u001B[39m NOT_GIVEN,\n\u001B[1;32m 593\u001B[0m ) \u001B[38;5;241m-\u001B[39m\u001B[38;5;241m>\u001B[39m ChatCompletion \u001B[38;5;241m|\u001B[39m Stream[ChatCompletionChunk]:\n\u001B[0;32m--> 594\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_post\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 595\u001B[0m \u001B[43m \u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43m/chat/completions\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m,\u001B[49m\n\u001B[1;32m 596\u001B[0m \u001B[43m 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+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:1055\u001B[0m, in \u001B[0;36mSyncAPIClient.post\u001B[0;34m(self, path, cast_to, body, options, files, stream, stream_cls)\u001B[0m\n\u001B[1;32m 1052\u001B[0m opts \u001B[38;5;241m=\u001B[39m FinalRequestOptions\u001B[38;5;241m.\u001B[39mconstruct(\n\u001B[1;32m 1053\u001B[0m method\u001B[38;5;241m=\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mpost\u001B[39m\u001B[38;5;124m\"\u001B[39m, url\u001B[38;5;241m=\u001B[39mpath, json_data\u001B[38;5;241m=\u001B[39mbody, files\u001B[38;5;241m=\u001B[39mto_httpx_files(files), \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39moptions\n\u001B[1;32m 1054\u001B[0m )\n\u001B[0;32m-> 1055\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m cast(ResponseT, \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mrequest\u001B[49m\u001B[43m(\u001B[49m\u001B[43mcast_to\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mopts\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mstream_cls\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream_cls\u001B[49m\u001B[43m)\u001B[49m)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:834\u001B[0m, in \u001B[0;36mSyncAPIClient.request\u001B[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001B[0m\n\u001B[1;32m 825\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mrequest\u001B[39m(\n\u001B[1;32m 826\u001B[0m \u001B[38;5;28mself\u001B[39m,\n\u001B[1;32m 827\u001B[0m cast_to: Type[ResponseT],\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 832\u001B[0m stream_cls: \u001B[38;5;28mtype\u001B[39m[_StreamT] \u001B[38;5;241m|\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m,\n\u001B[1;32m 833\u001B[0m ) \u001B[38;5;241m-\u001B[39m\u001B[38;5;241m>\u001B[39m ResponseT \u001B[38;5;241m|\u001B[39m _StreamT:\n\u001B[0;32m--> 834\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_request\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 835\u001B[0m \u001B[43m \u001B[49m\u001B[43mcast_to\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mcast_to\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 836\u001B[0m \u001B[43m \u001B[49m\u001B[43moptions\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43moptions\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 837\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 838\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream_cls\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream_cls\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 839\u001B[0m \u001B[43m \u001B[49m\u001B[43mremaining_retries\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mremaining_retries\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 840\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:880\u001B[0m, in \u001B[0;36mSyncAPIClient._request\u001B[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001B[0m\n\u001B[1;32m 879\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m retries \u001B[38;5;241m>\u001B[39m \u001B[38;5;241m0\u001B[39m:\n\u001B[0;32m--> 880\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_retry_request\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 881\u001B[0m \u001B[43m \u001B[49m\u001B[43moptions\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 882\u001B[0m \u001B[43m \u001B[49m\u001B[43mcast_to\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 883\u001B[0m \u001B[43m \u001B[49m\u001B[43mretries\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 884\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 885\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream_cls\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream_cls\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 886\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 887\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m APITimeoutError(request\u001B[38;5;241m=\u001B[39mrequest) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01merr\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:925\u001B[0m, in \u001B[0;36mSyncAPIClient._retry_request\u001B[0;34m(self, options, cast_to, remaining_retries, response_headers, stream, stream_cls)\u001B[0m\n\u001B[1;32m 923\u001B[0m time\u001B[38;5;241m.\u001B[39msleep(timeout)\n\u001B[0;32m--> 925\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_request\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 926\u001B[0m \u001B[43m \u001B[49m\u001B[43moptions\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43moptions\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 927\u001B[0m \u001B[43m \u001B[49m\u001B[43mcast_to\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mcast_to\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 928\u001B[0m \u001B[43m \u001B[49m\u001B[43mremaining_retries\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mremaining\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 929\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 930\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream_cls\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream_cls\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 931\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:880\u001B[0m, in \u001B[0;36mSyncAPIClient._request\u001B[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001B[0m\n\u001B[1;32m 879\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m retries \u001B[38;5;241m>\u001B[39m \u001B[38;5;241m0\u001B[39m:\n\u001B[0;32m--> 880\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_retry_request\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 881\u001B[0m \u001B[43m \u001B[49m\u001B[43moptions\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 882\u001B[0m \u001B[43m \u001B[49m\u001B[43mcast_to\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 883\u001B[0m \u001B[43m \u001B[49m\u001B[43mretries\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 884\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 885\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream_cls\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream_cls\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 886\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 887\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m APITimeoutError(request\u001B[38;5;241m=\u001B[39mrequest) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01merr\u001B[39;00m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:925\u001B[0m, in \u001B[0;36mSyncAPIClient._retry_request\u001B[0;34m(self, options, cast_to, remaining_retries, response_headers, stream, stream_cls)\u001B[0m\n\u001B[1;32m 923\u001B[0m time\u001B[38;5;241m.\u001B[39msleep(timeout)\n\u001B[0;32m--> 925\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_request\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 926\u001B[0m \u001B[43m \u001B[49m\u001B[43moptions\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43moptions\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 927\u001B[0m \u001B[43m \u001B[49m\u001B[43mcast_to\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mcast_to\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 928\u001B[0m \u001B[43m \u001B[49m\u001B[43mremaining_retries\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mremaining\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 929\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 930\u001B[0m \u001B[43m \u001B[49m\u001B[43mstream_cls\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstream_cls\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 931\u001B[0m \u001B[43m\u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/openai/_base_client.py:887\u001B[0m, in \u001B[0;36mSyncAPIClient._request\u001B[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001B[0m\n\u001B[1;32m 880\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_retry_request(\n\u001B[1;32m 881\u001B[0m options,\n\u001B[1;32m 882\u001B[0m cast_to,\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 885\u001B[0m stream_cls\u001B[38;5;241m=\u001B[39mstream_cls,\n\u001B[1;32m 886\u001B[0m )\n\u001B[0;32m--> 887\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m APITimeoutError(request\u001B[38;5;241m=\u001B[39mrequest) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01merr\u001B[39;00m\n\u001B[1;32m 888\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m err:\n",
+ "\u001B[0;31mAPITimeoutError\u001B[0m: Request timed out.",
+ "\nDuring handling of the above exception, another exception occurred:\n",
+ "\u001B[0;31mKeyboardInterrupt\u001B[0m Traceback (most recent call last)",
+ "Cell \u001B[0;32mIn[13], line 1\u001B[0m\n\u001B[0;32m----> 1\u001B[0m \u001B[43mbanking_text_classifier\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mrun_tweet_emotion_detect\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m~/Langroid Stuff/langroid-examples/examples/labeling/banking/banking_classification.py:111\u001B[0m, in \u001B[0;36mBankingTextClassifier.run_tweet_emotion_detect\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 109\u001B[0m prompt \u001B[38;5;241m=\u001B[39m prompt \u001B[38;5;241m+\u001B[39m \u001B[38;5;124mf\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mLabel: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mlabel\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;130;01m\\n\u001B[39;00m\u001B[38;5;124m\"\u001B[39m\n\u001B[1;32m 110\u001B[0m prompt \u001B[38;5;241m=\u001B[39m prompt \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;130;01m\\n\u001B[39;00m\u001B[38;5;124m\"\u001B[39m \u001B[38;5;241m+\u001B[39m \u001B[38;5;124mf\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mText: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mrow[\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mtext\u001B[39m\u001B[38;5;124m'\u001B[39m]\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;130;01m\\n\u001B[39;00m\u001B[38;5;124m Label: \u001B[39m\u001B[38;5;124m\"\u001B[39m\n\u001B[0;32m--> 111\u001B[0m llm_responses[row[\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mID\u001B[39m\u001B[38;5;124m'\u001B[39m]] \u001B[38;5;241m=\u001B[39m \u001B[43magent\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mllm_response_forget\u001B[49m\u001B[43m(\u001B[49m\u001B[43mprompt\u001B[49m\u001B[43m)\u001B[49m\u001B[38;5;241m.\u001B[39mcontent\n\u001B[1;32m 112\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m idx \u001B[38;5;241m%\u001B[39m \u001B[38;5;241m25\u001B[39m \u001B[38;5;241m==\u001B[39m \u001B[38;5;241m0\u001B[39m:\n\u001B[1;32m 113\u001B[0m \u001B[38;5;28mprint\u001B[39m(\u001B[38;5;124mf\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mCheckpointing llm responses after idx: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00midx\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m\"\u001B[39m)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/langroid/agent/chat_agent.py:762\u001B[0m, in \u001B[0;36mChatAgent.llm_response_forget\u001B[0;34m(self, message)\u001B[0m\n\u001B[1;32m 759\u001B[0m \u001B[38;5;66;03m# explicitly call THIS class's respond method,\u001B[39;00m\n\u001B[1;32m 760\u001B[0m \u001B[38;5;66;03m# not a derived class's (or else there would be infinite recursion!)\u001B[39;00m\n\u001B[1;32m 761\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m StreamingIfAllowed(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mllm, \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mllm\u001B[38;5;241m.\u001B[39mget_stream()): \u001B[38;5;66;03m# type: ignore\u001B[39;00m\n\u001B[0;32m--> 762\u001B[0m response \u001B[38;5;241m=\u001B[39m cast(ChatDocument, \u001B[43mChatAgent\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mllm_response\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mmessage\u001B[49m\u001B[43m)\u001B[49m)\n\u001B[1;32m 763\u001B[0m \u001B[38;5;66;03m# clear the last two messages, which are the\u001B[39;00m\n\u001B[1;32m 764\u001B[0m \u001B[38;5;66;03m# user message and the assistant response\u001B[39;00m\n\u001B[1;32m 765\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mmessage_history\u001B[38;5;241m.\u001B[39mpop()\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/langroid/agent/chat_agent.py:463\u001B[0m, in \u001B[0;36mChatAgent.llm_response\u001B[0;34m(self, message)\u001B[0m\n\u001B[1;32m 461\u001B[0m hist, output_len \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_prep_llm_messages(message)\n\u001B[1;32m 462\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m StreamingIfAllowed(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mllm, \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mllm\u001B[38;5;241m.\u001B[39mget_stream()):\n\u001B[0;32m--> 463\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mllm_response_messages\u001B[49m\u001B[43m(\u001B[49m\u001B[43mhist\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43moutput_len\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 464\u001B[0m \u001B[38;5;66;03m# TODO - when response contains function_call we should include\u001B[39;00m\n\u001B[1;32m 465\u001B[0m \u001B[38;5;66;03m# that (and related fields) in the message_history\u001B[39;00m\n\u001B[1;32m 466\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mmessage_history\u001B[38;5;241m.\u001B[39mappend(ChatDocument\u001B[38;5;241m.\u001B[39mto_LLMMessage(response))\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/langroid/agent/chat_agent.py:640\u001B[0m, in \u001B[0;36mChatAgent.llm_response_messages\u001B[0;34m(self, messages, output_len)\u001B[0m\n\u001B[1;32m 634\u001B[0m fun_call \u001B[38;5;241m=\u001B[39m (\n\u001B[1;32m 635\u001B[0m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mauto\u001B[39m\u001B[38;5;124m\"\u001B[39m\n\u001B[1;32m 636\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mllm_function_force \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[1;32m 637\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mllm_function_force\n\u001B[1;32m 638\u001B[0m )\n\u001B[1;32m 639\u001B[0m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mllm \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[0;32m--> 640\u001B[0m response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mllm\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mchat\u001B[49m\u001B[43m(\u001B[49m\n\u001B[1;32m 641\u001B[0m \u001B[43m \u001B[49m\u001B[43mmessages\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 642\u001B[0m \u001B[43m \u001B[49m\u001B[43moutput_len\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 643\u001B[0m \u001B[43m \u001B[49m\u001B[43mfunctions\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mfunctions\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 644\u001B[0m \u001B[43m \u001B[49m\u001B[43mfunction_call\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mfun_call\u001B[49m\u001B[43m,\u001B[49m\n\u001B[1;32m 645\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 646\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mllm\u001B[38;5;241m.\u001B[39mget_stream() \u001B[38;5;129;01mor\u001B[39;00m response\u001B[38;5;241m.\u001B[39mcached:\n\u001B[1;32m 647\u001B[0m \u001B[38;5;66;03m# We would have already displayed the msg \"live\" ONLY if\u001B[39;00m\n\u001B[1;32m 648\u001B[0m \u001B[38;5;66;03m# streaming was enabled, AND we did not find a cached response.\u001B[39;00m\n\u001B[1;32m 649\u001B[0m \u001B[38;5;66;03m# If we are here, it means the response has not yet been displayed.\u001B[39;00m\n\u001B[1;32m 650\u001B[0m cached \u001B[38;5;241m=\u001B[39m \u001B[38;5;124mf\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m[red]\u001B[39m\u001B[38;5;132;01m{\u001B[39;00m\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mindent\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m(cached)[/red]\u001B[39m\u001B[38;5;124m\"\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m response\u001B[38;5;241m.\u001B[39mcached \u001B[38;5;28;01melse\u001B[39;00m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m\"\u001B[39m\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/langroid/language_models/openai_gpt.py:717\u001B[0m, in \u001B[0;36mOpenAIGPT.chat\u001B[0;34m(self, messages, max_tokens, functions, function_call)\u001B[0m\n\u001B[1;32m 715\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mgenerate(prompt\u001B[38;5;241m=\u001B[39mprompt, max_tokens\u001B[38;5;241m=\u001B[39mmax_tokens)\n\u001B[1;32m 716\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 717\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_chat\u001B[49m\u001B[43m(\u001B[49m\u001B[43mmessages\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mmax_tokens\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mfunctions\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mfunction_call\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 718\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[1;32m 719\u001B[0m \u001B[38;5;66;03m# capture exceptions not handled by retry, so we don't crash\u001B[39;00m\n\u001B[1;32m 720\u001B[0m logging\u001B[38;5;241m.\u001B[39merror(friendly_error(e, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mError in OpenAIGPT.chat: \u001B[39m\u001B[38;5;124m\"\u001B[39m))\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/langroid/language_models/openai_gpt.py:956\u001B[0m, in \u001B[0;36mOpenAIGPT._chat\u001B[0;34m(self, messages, max_tokens, functions, function_call)\u001B[0m\n\u001B[1;32m 932\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 933\u001B[0m \u001B[38;5;124;03mChatCompletion API call to OpenAI.\u001B[39;00m\n\u001B[1;32m 934\u001B[0m \u001B[38;5;124;03mArgs:\u001B[39;00m\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 948\u001B[0m \u001B[38;5;124;03m LLMResponse object\u001B[39;00m\n\u001B[1;32m 949\u001B[0m \u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 950\u001B[0m args \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_prep_chat_completion(\n\u001B[1;32m 951\u001B[0m messages,\n\u001B[1;32m 952\u001B[0m max_tokens,\n\u001B[1;32m 953\u001B[0m functions,\n\u001B[1;32m 954\u001B[0m function_call,\n\u001B[1;32m 955\u001B[0m )\n\u001B[0;32m--> 956\u001B[0m cached, hashed_key, response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_chat_completions_with_backoff\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43margs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m 957\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mget_stream() \u001B[38;5;129;01mand\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m cached:\n\u001B[1;32m 958\u001B[0m llm_response, openai_response \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_stream_response(response, chat\u001B[38;5;241m=\u001B[39m\u001B[38;5;28;01mTrue\u001B[39;00m)\n",
+ "File \u001B[0;32m/opt/homebrew/lib/python3.11/site-packages/langroid/language_models/utils.py:45\u001B[0m, in \u001B[0;36mretry_with_exponential_backoff..wrapper\u001B[0;34m(*args, **kwargs)\u001B[0m\n\u001B[1;32m 42\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[1;32m 43\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m func(\u001B[38;5;241m*\u001B[39margs, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs)\n\u001B[0;32m---> 45\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[43mopenai\u001B[49m\u001B[38;5;241m.\u001B[39mBadRequestError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[1;32m 46\u001B[0m \u001B[38;5;66;03m# do not retry when the request itself is invalid,\u001B[39;00m\n\u001B[1;32m 47\u001B[0m \u001B[38;5;66;03m# e.g. when context is too long\u001B[39;00m\n\u001B[1;32m 48\u001B[0m logger\u001B[38;5;241m.\u001B[39merror(\u001B[38;5;124mf\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mOpenAI API request failed with error: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00me\u001B[38;5;132;01m}\u001B[39;00m\u001B[38;5;124m.\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[1;32m 49\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m e\n",
+ "File \u001B[0;32m_pydevd_bundle/pydevd_cython_darwin_311_64.pyx:1179\u001B[0m, in \u001B[0;36m_pydevd_bundle.pydevd_cython_darwin_311_64.SafeCallWrapper.__call__\u001B[0;34m()\u001B[0m\n",
+ "File \u001B[0;32m_pydevd_bundle/pydevd_cython_darwin_311_64.pyx:620\u001B[0m, in \u001B[0;36m_pydevd_bundle.pydevd_cython_darwin_311_64.PyDBFrame.trace_dispatch\u001B[0;34m()\u001B[0m\n",
+ "File \u001B[0;32m_pydevd_bundle/pydevd_cython_darwin_311_64.pyx:929\u001B[0m, in \u001B[0;36m_pydevd_bundle.pydevd_cython_darwin_311_64.PyDBFrame.trace_dispatch\u001B[0;34m()\u001B[0m\n",
+ "File \u001B[0;32m_pydevd_bundle/pydevd_cython_darwin_311_64.pyx:920\u001B[0m, in \u001B[0;36m_pydevd_bundle.pydevd_cython_darwin_311_64.PyDBFrame.trace_dispatch\u001B[0;34m()\u001B[0m\n",
+ "File \u001B[0;32m_pydevd_bundle/pydevd_cython_darwin_311_64.pyx:317\u001B[0m, in \u001B[0;36m_pydevd_bundle.pydevd_cython_darwin_311_64.PyDBFrame.do_wait_suspend\u001B[0;34m()\u001B[0m\n",
+ "File \u001B[0;32m/Applications/PyCharm.app/Contents/plugins/python/helpers/pydev/pydevd.py:1160\u001B[0m, in \u001B[0;36mPyDB.do_wait_suspend\u001B[0;34m(self, thread, frame, event, arg, send_suspend_message, is_unhandled_exception)\u001B[0m\n\u001B[1;32m 1157\u001B[0m from_this_thread\u001B[38;5;241m.\u001B[39mappend(frame_id)\n\u001B[1;32m 1159\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_threads_suspended_single_notification\u001B[38;5;241m.\u001B[39mnotify_thread_suspended(thread_id, stop_reason):\n\u001B[0;32m-> 1160\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_do_wait_suspend\u001B[49m\u001B[43m(\u001B[49m\u001B[43mthread\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mframe\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mevent\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43marg\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43msuspend_type\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mfrom_this_thread\u001B[49m\u001B[43m)\u001B[49m\n",
+ "File \u001B[0;32m/Applications/PyCharm.app/Contents/plugins/python/helpers/pydev/pydevd.py:1175\u001B[0m, in \u001B[0;36mPyDB._do_wait_suspend\u001B[0;34m(self, thread, frame, event, arg, suspend_type, from_this_thread)\u001B[0m\n\u001B[1;32m 1172\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_call_mpl_hook()\n\u001B[1;32m 1174\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mprocess_internal_commands()\n\u001B[0;32m-> 1175\u001B[0m time\u001B[38;5;241m.\u001B[39msleep(\u001B[38;5;241m0.01\u001B[39m)\n\u001B[1;32m 1177\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mcancel_async_evaluation(get_current_thread_id(thread), \u001B[38;5;28mstr\u001B[39m(\u001B[38;5;28mid\u001B[39m(frame)))\n\u001B[1;32m 1179\u001B[0m \u001B[38;5;66;03m# process any stepping instructions\u001B[39;00m\n",
+ "\u001B[0;31mKeyboardInterrupt\u001B[0m: "
+ ]
+ }
+ ],
+ "source": [
+ "banking_text_classifier.run_tweet_emotion_detect()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "1d938b3835671eeb",
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2024-01-09T13:07:22.629992Z",
+ "start_time": "2024-01-09T13:07:22.613014Z"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": "{}"
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "banking_text_classifier.results"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/labeling/banking/banking_classification_example.py b/examples/labeling/banking/banking_classification_example.py
new file mode 100644
index 0000000..c17c741
--- /dev/null
+++ b/examples/labeling/banking/banking_classification_example.py
@@ -0,0 +1,187 @@
+import os
+
+from langroid.agent.chat_agent import ChatAgentConfig
+from langroid.language_models.openai_gpt import OpenAIChatModel, OpenAIGPTConfig
+from banking_classification import BankingTextClassifier
+
+chat_agent_config = ChatAgentConfig(
+ llm = OpenAIGPTConfig(
+ chat_model = OpenAIChatModel.GPT4,
+ ),
+ vecdb = None,
+)
+
+base_prompt = """
+You are an expert at understanding bank customers support complaints and queries.
+Your job is to correctly classify the provided input example into one of the following categories.
+You will answer with just the the correct output label and nothing else.
+Categories:
+ 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
+
+"""
+
+labels = ['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']
+
+banking_text_classifier = BankingTextClassifier()
+banking_text_classifier.__int__(
+ chat_agent_config,
+ "seed.csv",
+ "test.csv",
+ base_prompt
+)
+
+banking_text_classifier.run_tweet_emotion_detect()
+
+print(banking_text_classifier.results)
\ No newline at end of file
diff --git a/examples/labeling/banking/results.txt b/examples/labeling/banking/results.txt
new file mode 100644
index 0000000..c53a549
--- /dev/null
+++ b/examples/labeling/banking/results.txt
@@ -0,0 +1 @@
+{'Accuracy': 0.843}
diff --git a/examples/labeling/banking/seed.csv b/examples/labeling/banking/seed.csv
new file mode 100644
index 0000000..0cedd79
--- /dev/null
+++ b/examples/labeling/banking/seed.csv
@@ -0,0 +1,201 @@
+text,label
+I got a new card and can't find where to link it.,card_linking
+Help my find the verification code on a top-up.,verify_top_up
+Can I use my card while on vacation overseas?,card_acceptance
+โฌ1 was in my statement as an extra fee.,extra_charge_on_statement
+Why did I get charged twice for the same thing,transaction_charged_twice
+I want my card I just received to show up in the app. How do I do that?,card_linking
+My Apple Pay top up with my American Express card is not working? Please tell me why,apple_pay_or_google_pay
+I live in the US and I would like to get a card. How do I go about getting one?,country_support
+How can I make my card ready to use?,activate_my_card
+"I put in a payment a while ago and it has still not cleared and is showing up as ""pending"", how long does it take to clear?",pending_card_payment
+"I think my card is expiring, what happens then?",card_about_to_expire
+What is with the need to have all my ID information?,why_verify_identity
+Can I get a new card?,order_physical_card
+Where do I top up?,top_up_by_cash_or_cheque
+"Your system is broken. My transfers keep failing, 5 times now.",failed_transfer
+I need to change my home address.,edit_personal_details
+Where can I modify my information?,edit_personal_details
+How low does the balance have to be before the system updates?,automatic_top_up
+Can i cancel this purchase?,request_refund
+"Transfers can take up to one day to process before departing for the beneficiary accounts. Please confirm that you've entered your account details correctly. SEPA transfers can take up to two working days, while SWIFT transfers can take up to five working days.",pending_transfer
+Could google pay and top up be together?,apple_pay_or_google_pay
+Why were there additional charges when I transferred funds?,transfer_fee_charged
+I did a transfer and was charged a fee that I shouldn't have been!,transfer_fee_charged
+What are the requirements to verify my identity?,verify_my_identity
+"lost card found, want to put it back in app",card_linking
+"If I want to send out more cards, do you charge extra for that?",getting_spare_card
+What can I do if my card details where stolen from my car? I think they used my card to buy gas.,compromised_card
+"My ID verification hasn't gone through yet, but can I use my account anyway?",why_verify_identity
+I do not have my pin yet,get_physical_card
+I did not have the right exchange rate applied to my situation of pulling out cash,wrong_exchange_rate_for_cash_withdrawal
+Why have i been charged a fee for using my card?,card_payment_fee_charged
+How much are you going to charge me if I top up my US card?,top_up_by_card_charge
+I want to close my account due to poor customer service.,terminate_account
+What is the charge for sending out more cards?,getting_spare_card
+"Good day, in reviewing my credit card activity over the last several days, I see a repeated charge for a restaurant that I went to. The charge was put through twice, so I would like one of the charges corrected and the amount that was withdrawn to be reinstated please.",transaction_charged_twice
+Explain the card PIN to me.,get_physical_card
+Can I use my virtual card for recurring monthly payments?,virtual_card_not_working
+can i get a card if i live in the US?,country_support
+Can I use this app for any currency?,supported_cards_and_currencies
+I couldnt transfer money from my account.,failed_transfer
+I used my card and there was a fee,card_payment_fee_charged
+Please help revert my transaction from this morning.,cancel_transfer
+Do you have to be 18 to make an account?,age_limit
+"There is an extra charge on my account I didn't authorise, it's just ยฃ1, what is it?",extra_charge_on_statement
+I would like to order a virtual card.,getting_virtual_card
+Can someone assist me with activating my card?,activate_my_card
+Where can I modify my details?,edit_personal_details
+There's a duplicate charge on my account?,transaction_charged_twice
+Can I order a new card by phone?,card_about_to_expire
+Someone stole my card!,lost_or_stolen_card
+What is the maximum I can top up?,top_up_limits
+How can I fix my contactless?,contactless_not_working
+I tried pulling out money at the ATM and it gave me an incorrect amount back.,wrong_amount_of_cash_received
+When will my transfer move from pending to confirmed?,pending_transfer
+"May monthly payment to Apple has been declined but I don't know why, they are going to re-try the payment and it must go through, can you tell me what is going on please?",declined_card_payment
+What are disposable virtual cards?,get_disposable_virtual_card
+I need to move money to another beneficiary. Why is it not working?,beneficiary_not_allowed
+Can you delete the account?,terminate_account
+I would like to terminate my account.,terminate_account
+What do I do after my card expires?,card_about_to_expire
+What is the exchange rate for EUR?,exchange_rate
+"When will I get a new card when I order it, and how much will it cost.",card_about_to_expire
+How will I know where my funds are coming from?,verify_source_of_funds
+Do I get an actual card?,order_physical_card
+How can I Use thereto-top option?,automatic_top_up
+Help me to set up contactless payments.,contactless_not_working
+"Instead of GBP, how do I exchange for AUD?",exchange_via_app
+HOW DO I TRANSFER MONEY FROM MY BANK ACCOUNT?,transfer_into_account
+Why is my top up not completing?,pending_top_up
+Can I withdraw money in my hometown currency while on holiday without any additional fees?,wrong_exchange_rate_for_cash_withdrawal
+"I transferred money, why was charged for an extra fee?",transfer_fee_charged
+I keep being asked to verify my identity. Is this normal?,why_verify_identity
+I need mastercard as well as visa,visa_or_mastercard
+I need to order a new card.,order_physical_card
+Will I be charged for receiving money?,top_up_by_bank_transfer_charge
+Why is my transfer taking so long. I thought it was supposed to only take 1 day if I made a transfer to someone. Can you wee what went wrong?,transfer_not_received_by_recipient
+Where is the cash deposit I made?,balance_not_updated_after_cheque_or_cash_deposit
+How can I alteration my PIN?,change_pin
+I haven't received my cash yet.,wrong_amount_of_cash_received
+"I don't recognize this payment on my app, I am sure I didn't spend any money there.",card_payment_not_recognised
+I was charged multiple times for one purchase,transaction_charged_twice
+"Show me how to link the new card,",card_linking
+"I transferred money to another country several days ago, but my transaction is still pending. i have checked that the accounts are keyed in correctly. what sees to be the problem?",pending_transfer
+How would my friend be able to send me money?,receiving_money
+"I was trying to use contactless earlier, but it didn't work.",contactless_not_working
+What age do you have to be?,age_limit
+Why is the cash not showing in my account for the check I deposited?,balance_not_updated_after_cheque_or_cash_deposit
+Since when do you charge to make a withdrawal? I've always done it for free. So how much is it now?,cash_withdrawal_charge
+Why does my account show as pending a cash withdrawal from the ATM that I have already made?,pending_cash_withdrawal
+How many currencies can I have?,fiat_currency_support
+Why is there an extra pound charge that is pending?,extra_charge_on_statement
+Can you tell me where can change my PIN?,change_pin
+Is USD free to top up with a US card?,top_up_by_card_charge
+Do you charge anything for topping up?,top_up_by_bank_transfer_charge
+How long will a transaction to a friend take?,transfer_not_received_by_recipient
+My card has been stolen what do I do?,lost_or_stolen_card
+"Hi, Is there any problem with app? As i am facing some issues with the exchange of crypto currency. I am extremely interested in buying.",beneficiary_not_allowed
+My transaction is on the wrong account.,cancel_transfer
+When can I use money sent to my account?,transfer_timing
+I'd like to get another card,getting_spare_card
+"I got less than what i asked for in the ATM, why?",wrong_amount_of_cash_received
+I tried activating my plug-in and it didn't piece of work,activate_my_card
+I got charged in double and want a refund,transaction_charged_twice
+Why was I charged a random fee for a transfer I made?,transfer_fee_charged
+I've got a repeated tranasaction on my card.,transaction_charged_twice
+How do i activate my card,activate_my_card
+"Apple watch top up help, please?",apple_pay_or_google_pay
+I want to use a cheque to pay.,top_up_by_cash_or_cheque
+Can you please explain disposable virtual cards for me?,get_disposable_virtual_card
+Why am I getting a fee on a card payment?,card_payment_fee_charged
+I should not have been charged a fee for cash withdrawal.,cash_withdrawal_charge
+How come my refund hasn't appeared on my statement?,Refund_not_showing_up
+Is there such thing as an auto top-up option?,automatic_top_up
+I need to make several disposable cards per day.,disposable_card_limits
+I didn't see the money I added to my card.,top_up_failed
+Why didn't this transfer work?,failed_transfer
+"If someone sends me money, will I be charged?",top_up_by_bank_transfer_charge
+Why is my disposable card not working?,virtual_card_not_working
+I want to link my new card. Can you help?,card_linking
+"I transferred money to a receiver within the EU and they received a lesser amount than expected. Now I will have to send additional money to the receiver in order to make up the difference. I'm not sure what went wrong, can you please advise?",transfer_fee_charged
+I noticed a duplicate charge on my statement.,transaction_charged_twice
+"I have received my American express in apple play, looks like top up has an issue, please help?",apple_pay_or_google_pay
+Are there limits on the virtual cards?,disposable_card_limits
+"Its been 3 days, How long will my transfer take to get to my wallet?",transfer_timing
+Is the closest ATM to me within 2 miles?,atm_support
+Will I get charged for sending out more cards?,getting_spare_card
+I finished my transfer. I am having an issue with it still pending. It has been a long time and i'm growing impatient,pending_transfer
+I wish to cancel a transfer,cancel_transfer
+"I received my card, how do I get it to show in the app?",card_linking
+I have tried using my card for the first time at the ATM of Notting Hill to withdrawal cash but it didn't work. Does this mean my card isn't working?,declined_cash_withdrawal
+Does the app top up automatically?,automatic_top_up
+When will the cash that I put in the ATM be cleared from pending status?,pending_cash_withdrawal
+WHAT IS THE REASON FOR THAT,card_not_working
+I went to the Notting Hill ATM to use my card the first time for a cash withdrawal but it didn't work. Does this mean that my card isn't working yet?,declined_cash_withdrawal
+Is there restrictions on where I can use my card?,card_acceptance
+Can I top up my card with other cards?,supported_cards_and_currencies
+I moved to a new city and need to change my address,edit_personal_details
+I was charged a fee for a transfer. Where did it come from?,transfer_fee_charged
+How can I fund another account with my American Express?,supported_cards_and_currencies
+How old do my kids have to be use this?,age_limit
+Is there a location where I can change my PIN?,change_pin
+I am worried about fees for top up cards?,top_up_by_card_charge
+How come there is a $1 extra charge on my statement?,extra_charge_on_statement
+Why have I been charged a fee for card payment?,card_payment_fee_charged
+"Can you explain your refund policy, please?",request_refund
+The ATM won't let me take out cash,declined_cash_withdrawal
+"Give me my card, I need it now!",card_delivery_estimate
+My payment has been declined several times. Can you help me?,declined_card_payment
+Why was I charged for a cash withdrawal at the ATM?,cash_withdrawal_charge
+Can I use this all over the world?,country_support
+I tried to top-up but it got denied.,top_up_failed
+"I have received my statement but I do not see my refund, why is that?",Refund_not_showing_up
+I just got married and need to change my name on the account,edit_personal_details
+I noticed a new fee on my account. I didn't know there were fees for these payments. What is the policy?,card_payment_fee_charged
+Is it possible to order a virtual card?,getting_virtual_card
+I have an account that is empty of funds. Can I transfer some from another bank?,transfer_into_account
+I have used this account overseas recently. Has there been an increase in fees that I am unaware of?,transfer_fee_charged
+where do i find out about exchange fees,exchange_charge
+How do I change my name?,edit_personal_details
+Why is allowance not being given to my beneficiary?,beneficiary_not_allowed
+I'm not sure why my card didn't work,declined_card_payment
+Is there an extra charge to exchange different currencies?,exchange_charge
+I payed with the card and there was an extra fee?,card_payment_fee_charged
+Somebody made a withdrawal from my account for 500. I have my card so how can this be? Does somebody have a duplicate card or something? Help please.,cash_withdrawal_not_recognised
+I just looked over my statement and I don't recognize the name of a card payment.,card_payment_not_recognised
+How long until I see a cash withdrawal?,pending_cash_withdrawal
+Will I need a new card or can I put my old card back into the app?,card_linking
+What if my top up didn't work?,top_up_failed
+How much will I be charged for exchanging foreign currency,exchange_charge
+will you be able to activate my card,activate_my_card
+Can you help me reset my passcode? I forgot it.,passcode_forgotten
+unsupported transfer declined,declined_transfer
+There's an unauthorized cash withdraw,cash_withdrawal_not_recognised
+"I'm looking at my statement, and my refund is not on there.",Refund_not_showing_up
+Can I put my old card back in the app?,card_linking
+"I'm hoping you can answer my question about a pending transfer that I've had for a while now. I know that all of the account details are correct, so why is it taking so long to go through?",pending_transfer
+How do I verify my source of funds?,verify_source_of_funds
+"I received my new card and tried using it today, just to have it show declined over and over again. Why is this happening?",declined_card_payment
+I requested money from the ATM and it didn't give me as much as I requested.,wrong_amount_of_cash_received
+how many days processing new card?,contactless_not_working
+Let me know when you charge for payments. I just checked the app and saw a fee that I wasn't warned about.,card_payment_fee_charged
+My wallet got stolen a couple hours ago and now I've seen there already is a withdrawal. Help this is absolutely urgent I don't want to loose more money,cash_withdrawal_not_recognised
+"If my top-up didn't transfer, what went wrong?",top_up_reverted
+I have a new card and I can't add money to it. I tried about 30 minutes ago and it is still pending. What do I do?,pending_top_up
+Why was there a fee when I pulled cash?,cash_withdrawal_charge
+Will my friends be able to top up my account?,topping_up_by_card
+I keep checking my statements but no progress.I requested a refund but seems it's not reaching my account for some reason. Can you please help me get the money back from the seller for me,Refund_not_showing_up
+The exchange rate from my card payment isn't right.,card_payment_wrong_exchange_rate
+"Hello, I just checked my card transactions and saw that I was charged twice for a restaurant visit I did earlier this week. Is it possible to remove one of them and get my false paid money pack?",transaction_charged_twice
+I had the wrong exchange rate applied to some cash I got abroad.,wrong_exchange_rate_for_cash_withdrawal
+Why doesn't it work when I use American Express to try to add money to my account?,supported_cards_and_currencies
+The recipient can not locate funds.,transfer_not_received_by_recipient
+Do I get charged for withdrawals?,cash_withdrawal_charge
+I am wondering if International Transfers take longer. I a made a transfer from France two days ago and believed it would be here already. Please let me know when I will get it!,balance_not_updated_after_bank_transfer
+"I went to an ATM to get cash, but the app says the withdrawal is still pending. How is that possible when I already have the cash with me?",pending_cash_withdrawal
+I need to cancel my recent transfer. I made a mistake. Please help quickly before the transfer goes through.,cancel_transfer
+This exchange rate on my purchase is wrong.,card_payment_wrong_exchange_rate
+Am I able to do top-ups with Google Pay?,apple_pay_or_google_pay
+Explain the extra fee on my card when paying.,card_payment_fee_charged
+"I deposited cash this morning, but it's not showing up in my account. Can you tell me where's my money?",balance_not_updated_after_cheque_or_cash_deposit
diff --git a/examples/labeling/banking/test.csv b/examples/labeling/banking/test.csv
new file mode 100644
index 0000000..13b9b75
--- /dev/null
+++ b/examples/labeling/banking/test.csv
@@ -0,0 +1,2003 @@
+text,label
+I made a withdraw from the ATM this past holiday and it seems like a was charged too much. If I would have known about these charges I wouldn't have made a withdraw.,wrong_exchange_rate_for_cash_withdrawal
+I tried to transfer money and it did not work.,failed_transfer
+"I ordered something ages ago online but it's simply not arriving. I've got enough! Give me back my money, I'm not paying these people.",request_refund
+Is there a way my new card can be renewed?,activate_my_card
+My transfer to beneficiary didn't go through,beneficiary_not_allowed
+Why is the exchange rate wrong when I purchase something abroad?,card_payment_wrong_exchange_rate
+I no longer have my passcode.,passcode_forgotten
+"I thought transfers were free, why was I charged a fee?",transfer_fee_charged
+I can't find the top-up verification code.,verify_top_up
+Where is the closest Mastercard ATM?,atm_support
+"Is there something wrong with your website? I tried topping up my account and it's been close to two hours now and it's still at ""pending"" for some reason. I just joined with you guys and this is the first attempt at this, so maybe I'm wrong, but shouldn't this be instant?",pending_top_up
+How much does it cost to get a new card? Mine is almost expired. How fast does it come?,card_about_to_expire
+I would like a temporary virtual card,get_disposable_virtual_card
+Does every place of business accept this card?,card_acceptance
+"I need to transfer money into my account, how do I go about doing this?",transfer_into_account
+My contanctless has stopped working,contactless_not_working
+My cash withdrawal is still showing as pending.,pending_cash_withdrawal
+What can I do if contactless doesn't work?,contactless_not_working
+I want to order another crad,getting_spare_card
+How do I make sure I don't run out of money on my card while traveling?,automatic_top_up
+"I would like to exchange currencies, but is there an extra charge to do so?",exchange_charge
+I live in the US but want to get a card,country_support
+I checked the exchange rate when I withdrew cash. But the actual rate that you applied was different.,wrong_exchange_rate_for_cash_withdrawal
+Can i make transactions before identity verification is complete?,why_verify_identity
+I had to pay in order to do a transfer,transfer_fee_charged
+I saw a payment i did not do,card_payment_not_recognised
+How do I get the Top Up feature on my apple watch working?,apple_pay_or_google_pay
+When will the transfer go through?,pending_transfer
+"Since my card is about to expire, what do I do to get a new one?",card_about_to_expire
+is apple pay costly?,apple_pay_or_google_pay
+"I need help. I asked for a refund from a merchant a while ago, but I have not gotten my money back. I keep checking my account, but nothing is showing up. What should I do now?",Refund_not_showing_up
+This company is terrible! Can you delete my account?,terminate_account
+"Is there a top-up feature, if there isn't a lot of money left?",automatic_top_up
+Can you tell me how to link one of your cards that I already have?,card_linking
+What happens if the ATM doesn't give me back my card?,card_swallowed
+How much can I expect to pay to top up a US card?,top_up_by_card_charge
+How many times can I use a disposable card?,disposable_card_limits
+"I still have not received my new card, I ordered over a week ago.",card_arrival
+I need someone to alert me as to what's going on. I had transferred an amount but the receiver is saying that the amount is somewhat less than what I sent over. I now have to make another transfer to make up the difference.,transfer_fee_charged
+How can someone send me money?,receiving_money
+what is the identity check?,why_verify_identity
+"I received my American Express card, but I am having problems making it work with Apple pay. Can you help me with this problem?",apple_pay_or_google_pay
+I took out a foreign currency and the exchange rate is wrong.,wrong_exchange_rate_for_cash_withdrawal
+How can I get my physical card to work?,card_not_working
+why do your exchange rates change,exchange_rate
+Do I need to verify my identity to use my account?,why_verify_identity
+Can I top up with a cheque?,top_up_by_cash_or_cheque
+"My phone was stolen, what do I do?",lost_or_stolen_phone
+"I received cash from the ATM earlier, but this shows up as pending in the app. I've got the cash already. How can this be still pending?",pending_cash_withdrawal
+There's a refund missing from my statement,Refund_not_showing_up
+The card I have doesn't work.,card_not_working
+Do I qualify for a visa card?,visa_or_mastercard
+"How much is a cross currency exchange, and can I check to see if I have any discounts available?",exchange_charge
+Why was my card payment reverted?,reverted_card_payment?
+Is there a maximum amount of top-ups?,top_up_limits
+"Please help me get a new card, I reside in the United States.",country_support
+Where can I reset the passcode?,passcode_forgotten
+"Fix your system. I can't make transfers, I've tried like 5 times already.",failed_transfer
+What do I need to do to verify the source of my funds?,verify_source_of_funds
+The ATM keeps declining my card. I tried at a couple different ATMs. Can you tell me if there's a problem with my account?,declined_cash_withdrawal
+"Please delete my account, this company is not working for me!",terminate_account
+I purchased something in a foreign currency but the rate applied is wrong,card_payment_wrong_exchange_rate
+My card was confiscated by an ATM. How do I get my card back?,card_swallowed
+Will I be charged for a SEPA transfer?,top_up_by_bank_transfer_charge
+I think my card payment had been return,reverted_card_payment?
+Can you tell me why I noticed a $1 charge on my statement?,extra_charge_on_statement
+can google pay be used to make a top-up,apple_pay_or_google_pay
+There is a odd withdrawal on my account.,cash_withdrawal_not_recognised
+What do I do if an ATM ate my card?,card_swallowed
+I made a mistake when I did a transfer so now what can I do to fix that?,cancel_transfer
+My credit card was declined.,declined_card_payment
+My card payment was cancelled.,reverted_card_payment?
+In the past month I often used this account to manage payments for my new holiday villa. Now all of a sudden your fees have increased exorbitantly! Don't you have a rewards programme for frequent users?,transfer_fee_charged
+I need help resetting my passcode to access my app.,passcode_forgotten
+Which fiat currencies do you support?,fiat_currency_support
+We need both a visa and a Mastercard.,visa_or_mastercard
+"I live in the US, how long will it take for delivery?",card_delivery_estimate
+Please help me to know the status of my card payment as its pending since a while.,pending_card_payment
+Why is there a charge on my account for taking out cash?,cash_withdrawal_charge
+I topped up but it didn't complete,pending_top_up
+Why was I chaged twice for the same thing?,transaction_charged_twice
+"card is lost, please help",lost_or_stolen_card
+How can I top up with cash?,top_up_by_cash_or_cheque
+Why does my top up say still pending when I used my card to do it.,pending_top_up
+I made a payment but the app reverted the payment.,reverted_card_payment?
+I used the wrong ping too many times and now the account is blocked. How do I unblock?,pin_blocked
+Can I also transfer with SWIFT?,top_up_by_bank_transfer_charge
+got married and need to change name,edit_personal_details
+Can you provide a reason as to why my transfer did not work?,failed_transfer
+"I don't find your services useful anymore, how do I delete my account?",terminate_account
+How come I'm not allowed to transfer funds right now? I just keep getting an error message.,beneficiary_not_allowed
+What do I do to get a disposable virtual card?,get_disposable_virtual_card
+How do I get my top-up verification code?,verify_top_up
+Do you know if there is a tracking number for the new card you sent me?,card_arrival
+Do you ship cards to where I live?,order_physical_card
+Where do I go if I want to link my new card?,card_linking
+price of physical card,order_physical_card
+I think something may have happened that caused a charge to show up twice.,transaction_charged_twice
+When can I expect to receive my new card?,card_delivery_estimate
+My ATM transaction was unsuccessful.,declined_cash_withdrawal
+I am travelling for two more weeks but really need to change my PIN asap. What do I do?,change_pin
+I got mugged yesterday and lost access to the app. I need to regain it.,lost_or_stolen_phone
+Will it cost anything to top up a US card?,top_up_by_card_charge
+Can I unblock my card using the app?,pin_blocked
+Why didn't my transfer go through?,failed_transfer
+I moved. Where do I update my details?,edit_personal_details
+Why has my card payment been reverted?,reverted_card_payment?
+Can you unlock my pin? I think I entered the wrong pin too many times.,pin_blocked
+"What do I do if an ATM ""stole"" my card?",card_swallowed
+Could you explain why my top-up has gone through yet?,pending_top_up
+"I asked for a refund last week but nothing has happened yet, can you help me please?",Refund_not_showing_up
+Can you help with a transfer to an account,beneficiary_not_allowed
+About this card PIN?,get_physical_card
+Where can I find the verification code on a top-up card?,verify_top_up
+"Hi I'm a new customer and tried topping up for the first time today, seems it's not working, the thing shows up as pending since half an hour already! Please fix it!",pending_top_up
+Some cash is showing up in my app that I did not get.,cash_withdrawal_not_recognised
+"It appears my card expires next month, can I order a new one?",card_about_to_expire
+My account shows the card payment cancelled.,reverted_card_payment?
+Can I exchange currencies with my account?,exchange_via_app
+Do you support all fiat currencies?,fiat_currency_support
+How old do my children need to be to open an account?,age_limit
+How old do you have to be to get an account?,age_limit
+"I'm not in the UK, can I still get a card?",country_support
+If I make a transaction can I cancel it?,cancel_transfer
+I relocated and need to change my personal details.,edit_personal_details
+Why was a charged a fee for using the card?,card_payment_fee_charged
+How can my friend transfer money to me?,receiving_money
+What countries do you support?,country_support
+When will a transfer reach my account?,transfer_timing
+What are the fees of using an international card to add money?,top_up_by_card_charge
+My payment still hasn't processed!,pending_card_payment
+I couldn't make a transfer to a beneficiary!,beneficiary_not_allowed
+please tell me why my top-up failed.,top_up_failed
+Delete this account!,terminate_account
+How long should my new card take to arrive?,card_arrival
+there is a transaction on my account that i didnt make,card_payment_not_recognised
+Why is there a transaction that shows multiple times?,transaction_charged_twice
+Why is there a fee for an extra pound in my statement?,extra_charge_on_statement
+I have a strange cash withdrawal in my statement,cash_withdrawal_not_recognised
+Why am I having trouble verifying my id?,unable_to_verify_identity
+Why has payment been returned?,reverted_card_payment?
+For some reason my contactless has stopped working. I don't know what the problem is. What can I do?,contactless_not_working
+"My top-up showed as complete, but it's no longer there! What's going on here?",top_up_reverted
+Is there a reason why my transaction is taking so long?,transfer_not_received_by_recipient
+I'm trying to transfer money to another country. It's just pending and not sending. My account details are correct. Please help me.,pending_transfer
+My money transfer has not arrived.,transfer_not_received_by_recipient
+I cannot locate the card PIN.,get_physical_card
+Someone stole my phone yesterday :( is there anything I need to do?,lost_or_stolen_phone
+The transfer is coming up as pending the payment is due today. Will I be charged a fee?,pending_transfer
+Where do I locate topping up with cash.,top_up_by_cash_or_cheque
+What does a pending transaction mean?,pending_card_payment
+"My card payment is still on hold, why is it so?",pending_card_payment
+Is it possible for me to get money out in a different currency?,receiving_money
+I've lost track of my phone or someone stole it.,lost_or_stolen_phone
+Why was my payment reversed?,reverted_card_payment?
+What is the source of my funds.,verify_source_of_funds
+"There are transactions I didn't make, someone else must have used my card.",compromised_card
+What's the most disposable cards I can have?,disposable_card_limits
+I can't recall my passcode and need to reset it.,passcode_forgotten
+Is a non-electronic card available as well,order_physical_card
+How come I don't see my deposit in my account yet?,balance_not_updated_after_cheque_or_cash_deposit
+My transfer has been declined and I know it should have went through.,declined_transfer
+"There is an error, the app says I made an ATM withdrawal and I didn't.",cash_withdrawal_not_recognised
+I have a pending transfer,pending_transfer
+The person I sent money to hasn't gotten it yet!,transfer_not_received_by_recipient
+The ATM won't give back my card,card_swallowed
+How do i get my salary in the account?,receiving_money
+I made a transfer a few hours ago from a UK banking account. I do not yet see the transfer. Please check on this for me.,balance_not_updated_after_bank_transfer
+Is my pending cash withdrawal processed?,pending_cash_withdrawal
+"The day before yesterday, I performed a transfer which was within this country. It still hasn't gone through. Can you check on that? The account number is definitely correct, as I've checked and double checked.",transfer_not_received_by_recipient
+I would like to make a transfer. How much does it cost?,top_up_by_bank_transfer_charge
+how come i can't find anywhere to load using cash,top_up_by_cash_or_cheque
+I can't verify my identity.,unable_to_verify_identity
+Hello. I'm on holiday and didn't bring any cash with me. I need to withdrawal my home currency from one of your machines. Do you have any that will do this and is there a charge?,wrong_exchange_rate_for_cash_withdrawal
+What type of ATMs accept this card?,atm_support
+How do I get my paycheck through this?,receiving_money
+Help! Someone stole my card!,lost_or_stolen_card
+do the details of my profile have to match my documents,verify_my_identity
+I was double charged,transaction_charged_twice
+I NEED TO KNOW HOW TO TRANSFER MONEY INTO MY BANK ACCOUNT. PLEASE HELP,transfer_into_account
+Can I get one of your cards in the EU,country_support
+I want to return an item.,request_refund
+I would like to exchange some currency.,exchange_via_app
+I didn't receive all the cash I asked for,wrong_amount_of_cash_received
+"I am seeing a weird payment showing up that I know I did not make, how can I get it cancelled?",direct_debit_payment_not_recognised
+"I'm not in the UK, is it possible for me to still get a card?",country_support
+How do I make an exchange from one currency to another?,exchange_via_app
+How do I cancel a previous purchase,request_refund
+What'll it charge me for a SEPA transfer?,top_up_by_bank_transfer_charge
+"Even though it's late, I wanted to see about disputing a charge. I was just looking through my transactions over the past couple of months and noticed a pretty large amount that was not completed by me. Is this possibly something I can still do.",direct_debit_payment_not_recognised
+"When using a US card, what is the cost for a top up/off?",top_up_by_card_charge
+"I got some cash of an ATM earlier but this shows up as pending in the app. How can this be still pending, I've got the cash already?",pending_cash_withdrawal
+how long til my cash out goes through?,pending_cash_withdrawal
+I think I lost my card . I dont know how long it has been missing. Can you see if maybe someone else has been using it?,lost_or_stolen_card
+Which outlets accept my card?,card_acceptance
+What are the limits to using disposable virtual cards?,disposable_card_limits
+how old do i need to be to get an account for myself,age_limit
+So what items actually come with extra fees,card_payment_fee_charged
+"This company is bad, please delete my account.",terminate_account
+Where do you get your exchange rates from?,exchange_rate
+I would like to know how I can verify my Identity.,verify_my_identity
+Can you tell me what countries you operate in?,country_support
+"I have a disposable virtual card here, so would you tell me what to do with it?",get_disposable_virtual_card
+I got my new card but I am not sure if it need s activated and how?,activate_my_card
+May I exchange currencies with this?,exchange_via_app
+Do you support the EU?,country_support
+What is maximum top up?,top_up_limits
+I want to transfer from accounts in order to Top up. What are the steps necessary.,transfer_into_account
+how to change name,edit_personal_details
+"When I put the wrong pin too much, I got blocked, so can you help me unblock my pin",pin_blocked
+"I am from the EU, can I sign up?",country_support
+Can I cancel my transaction?,cancel_transfer
+"lost phone, can i still access account?",lost_or_stolen_phone
+How do I link a card that I already have?,card_linking
+What's the right way to activate my card?,activate_my_card
+How can I use American Express to add funds to my account?,supported_cards_and_currencies
+I requested a virtual card but it is not showing up. Why?,getting_virtual_card
+i need my card quick,card_delivery_estimate
+"I don't understand how to top up my account, can you please explain the process?",transfer_into_account
+How do I exchange currency?,exchange_via_app
+Is there a way to transfer funds directly from my card?,topping_up_by_card
+What currencies are accepted for adding money?,supported_cards_and_currencies
+I could not get my transfer to happen correctly and was wondering why?,failed_transfer
+"I don't know why the deposit I made a week ago still hasn't showed up, I really need the money now.",balance_not_updated_after_cheque_or_cash_deposit
+What foreign exchange rate will you use?,exchange_rate
+My account balance has not gone up even though I just transferred money into it,balance_not_updated_after_bank_transfer
+Do I need any kind of documentation for the identity check?,verify_my_identity
+I would rather the Mastercard.,visa_or_mastercard
+I'd like to have another card,getting_spare_card
+Why doesn't it show that I did a balance transfer?,balance_not_updated_after_bank_transfer
+My account needs to be deleted.,terminate_account
+Do I need to replace my card if it didn't work when I tried to pay contactless at the shop today?,contactless_not_working
+Would I be able to get a refund for something I bought?,request_refund
+There is a direct debit that's not mine.,direct_debit_payment_not_recognised
+"If I need a PIN for my card, where is it located?",get_physical_card
+How do I change my address?,edit_personal_details
+Is there any way to verify who I am?,verify_my_identity
+How can I tell what the limit is to top-ups?,top_up_limits
+I don't understand where this debit came from and want it removed.,direct_debit_payment_not_recognised
+I tried to buy something online yesterday but it wouldn't stop saying declined. Tried again today but same thing happened. What's Broken?,declined_transfer
+I want a refund because my package has been taking too long to arrive. How do I go about doing that?,request_refund
+I just got my new card but am not sure how to check its PIN.,get_physical_card
+I asked for $100 cash but only got $20?,wrong_amount_of_cash_received
+I am trying to exchange crypto and it's not working. Tell me how to fix this.,beneficiary_not_allowed
+How do I retrieve my passcode?,passcode_forgotten
+My refund doesn't seem to be showing on my statement.,Refund_not_showing_up
+Why can't I use my American Express with Apple Pay to top up my account?,apple_pay_or_google_pay
+The new card that was just sent to me was declined multiple times yesterday when I tried to use it at a restaurant to pay for my dinner. I am really disappointed and embarrassed that my card was denied when I tried to use it to pay for my friend's birthday dinner.,declined_card_payment
+Is there a charge for physical cards,order_physical_card
+I need to cancel my card that got stolen a little while ago. Someone has already taken some money out and I don't want them to take anymore. Can you please do that?,cash_withdrawal_not_recognised
+The app said I withdrew cash at an ATM and I didn't,cash_withdrawal_not_recognised
+The ATM gave me less cash than I requested,wrong_amount_of_cash_received
+Why did I get charged a fee when I tried to obtain cash?,cash_withdrawal_charge
+Is it possible to get a transfer from SWIFT?,top_up_by_bank_transfer_charge
+How long will it take to activate my new card?,activate_my_card
+WTF??? I tried to withdraw some money at a Metro bank on High St. Kensington and without any notice it disappeared in the machine. The bank was already closed so I couldn't do anything. How do I get it back?,card_swallowed
+My card has not arrived yet.,card_arrival
+How do I go forth on verifying my identity?,verify_my_identity
+How do I get an actual card?,order_physical_card
+"If I started the Bank transfer from Europe, how long will the process take to complete?",transfer_timing
+"If I want to exchange currency, will there be extras?",exchange_charge
+Is there an option to top up a with cheque?,top_up_by_cash_or_cheque
+The cash withdrawal exchange rate is not correct.,wrong_exchange_rate_for_cash_withdrawal
+Why can't I get cash?,declined_cash_withdrawal
+I have 1 other US card. Can you take that?,supported_cards_and_currencies
+Where did the extra fee on my statement come from?,extra_charge_on_statement
+How do I retrieve my card from the machine?,card_swallowed
+What is the tracking number for the card you sent?,card_arrival
+I'm not sure why my top up request was denied,top_up_failed
+Why would an ATM swallow my card?,card_swallowed
+Why hasn't my transfer been made?,failed_transfer
+"I would like an account for my children, how do I go about doing this?",age_limit
+My ecchange rate was wrong for a cash transaction.,wrong_exchange_rate_for_cash_withdrawal
+How long does it take for an international transfer into my account?,balance_not_updated_after_bank_transfer
+How old do you have to be to be able to open an account?,age_limit
+How can I change the PIN? Do I have to go to a real bank?,change_pin
+I didn't get the right amount at the ATM.,wrong_amount_of_cash_received
+I need help getting the virtual card to work.,virtual_card_not_working
+Can I use my card anywere?,card_acceptance
+Where do you deliver cards by mail?,order_physical_card
+I took cash and got charged a fee,cash_withdrawal_charge
+Where do my funds come from?,verify_source_of_funds
+Why isn't my top up showing on my wallet?,topping_up_by_card
+Why was my top-up unsuccessful?,top_up_failed
+I am still waiting for a transaction to be completed,transfer_not_received_by_recipient
+Can I exchange money from abroad without additional costs?,exchange_charge
+Whats the delivery time to the United States?,card_delivery_estimate
+The exchange rate was wrong when I bought something outside the country.,card_payment_wrong_exchange_rate
+The ATM ate my card.,card_swallowed
+How do I link one your card if I have one already?,card_linking
+Hi there! I need to cancel an order I recently made and start processing a refund. Can you please help me with this and set up the refund as soon as possible? It's very urgent.,request_refund
+Is there a location near me that i can change my PIN?,change_pin
+Why does the top-up need verification?,verify_top_up
+I don't know where to look to find my PIN.,get_physical_card
+The ATM at Metro bank on High St. Kensington didn't return my card. What should I do now that the bank is closed?,card_swallowed
+What steps do I need to take to close my account?,terminate_account
+I want to make a currency exchange to EU.,fiat_currency_support
+Will declined funds I tried to withdraw be returned to me?,wrong_amount_of_cash_received
+"Your service is terrible,. Delete my account,",terminate_account
+I am chatting about an order from a long while back. I never got it to this day and am deeply upset by this! I want all of my money back! I just can not accept paying for something I never got.,request_refund
+What all currencies can be exchanged?,exchange_via_app
+Can I get my salary through this?,receiving_money
+Tell me how to go about activating my new card?,activate_my_card
+I wasn't applied the correct exchange rate for an item I bought,card_payment_wrong_exchange_rate
+What will happen if I want to add money using an international card? Will I run into any fees?,top_up_by_card_charge
+Please delete my account. I am not happy with the service from your company.,terminate_account
+I'm having trouble verifying my ID.,unable_to_verify_identity
+I need to know the cost and when I will receive a new card to replace an old one.,card_about_to_expire
+"If I lost my phone, can someone use my account?",lost_or_stolen_phone
+I see a charge on my account that I don't recall making. I feel like my account may have been compromised.,card_payment_not_recognised
+"I tried to top up using my card, but now the money just disappeared!",topping_up_by_card
+How can I fix a problem where my virtual card is rejected?,virtual_card_not_working
+Is there a discount for frequently exchanging currencies?,exchange_charge
+"Hello, I am facing the issue with my new card as payments are declining again and again. Please help me in this issue.",declined_card_payment
+why was my transfer declined,declined_transfer
+I have tried to use my card several times and it does not work.,card_not_working
+My bank statement doesn't show the cash deposit I made recently.,balance_not_updated_after_cheque_or_cash_deposit
+Can you explain what this random $1 charge is?,extra_charge_on_statement
+Why did I get a transfer declined?,declined_transfer
+Is there a reason that the ATM declined my transaction?,declined_cash_withdrawal
+How do I freeze my card using the app?,compromised_card
+how long dies it take for transfers to reflect on my balance,transfer_timing
+What fees apply when using a card?,card_payment_fee_charged
+I need to reset my passcode. How do I do it?,passcode_forgotten
+Do you have a limit to top ups?,top_up_limits
+I did a transfer to my account but it doesn't show up,balance_not_updated_after_bank_transfer
+Is there a way to obtain a virtual card?,getting_virtual_card
+Will I be charged a fee for exchanging foreign currencies?,exchange_charge
+what is my card PIN,get_physical_card
+How can I top up my account with a card?,topping_up_by_card
+What fiat currencies are supported for holding and exchange?,fiat_currency_support
+What fiat currencies are used for holding transactions?,fiat_currency_support
+"In receiving cash, the wrong exchange rate was used for my transaction.",wrong_exchange_rate_for_cash_withdrawal
+How do i transfer money using my credit card?,topping_up_by_card
+I was wondering if there were any discounts offered for frequent currency exchanges?,exchange_charge
+My new pin needs to be set.,change_pin
+How did my top-up fail?,top_up_failed
+What do I do since the machine swallowed my card. I need one.,card_swallowed
+Is it possible to deposit money in GBP?,receiving_money
+How long does it take for a refund?,Refund_not_showing_up
+"I am traveling to Germany, Will I be able to use my card there?",card_acceptance
+I don't think my card payment exchange rate is correct.,card_payment_wrong_exchange_rate
+Why did the ATM machine fail to give me a cash withdrawal?,declined_cash_withdrawal
+How much will I get with the exchange rate?,exchange_rate
+Someone has taken my money and I don't know who,direct_debit_payment_not_recognised
+What do I need to do to change the address on my account?,edit_personal_details
+Why is there more then one charge on my card I only paid for one not twice how can I fix this?,transaction_charged_twice
+They declined my card payment.,declined_card_payment
+My transfer didn't work,failed_transfer
+Can you tell my why my card payment has been reverted.,reverted_card_payment?
+"I know I didn't make this payment showing up on my card, I don't remember this person at all.",card_payment_not_recognised
+What's the deal? My card was just denied for top up. Why is it not going through?,top_up_failed
+Is there a charge for topping up by transfer?,top_up_by_bank_transfer_charge
+Can you let me know if Visa is among the card scheme assignments?,visa_or_mastercard
+"How do I reset a forgotten passcode, please?",passcode_forgotten
+Is there a list of ATM machines?,atm_support
+I bought something overseas and the wrong exchange rate is on my statement.,card_payment_wrong_exchange_rate
+What do I do when my card is about to expire?,card_about_to_expire
+how do i get a card if i am in the usa,country_support
+what is required documents for new card process ?,contactless_not_working
+Are there any documents needed for the identity check?,verify_my_identity
+Please help me! I need to cancel a transaction.,cancel_transfer
+What all am I required to show for the identity check?,verify_my_identity
+What are the charges for receiving money?,top_up_by_bank_transfer_charge
+What ATMs is the card okay to use at?,atm_support
+Can I do a bank transfer to put additional money in my account because I am out of money?,transfer_into_account
+My transaction was just declined when I was using my disposable virtual card. What can I do?,virtual_card_not_working
+How can I get my card back out?,card_swallowed
+Any fee for topping up?,top_up_by_card_charge
+Will I be charged for topping up by card?,top_up_by_card_charge
+Is there a verification code for top-ups?,verify_top_up
+Do you accept other currencies besides US Dollars?,supported_cards_and_currencies
+I need a few more physical cards.,getting_spare_card
+Am I able to get a card in EU?,country_support
+"If I need more cards, are there any fees?",getting_spare_card
+I've transferred money before without issue but now I am encountering an error stating that it isn't possible. Why is that?,beneficiary_not_allowed
+can I have a non virtual card?,order_physical_card
+"When traveling, can I auto top-up my card at certain times?",automatic_top_up
+How do I go forth on transferring money into my account?,transfer_into_account
+Why does it say pending cash withdrawal on my statement?,pending_cash_withdrawal
+What stores can I sue my card?,card_acceptance
+Can I order a virtual card?,getting_virtual_card
+I have a transaction that shows several times,transaction_charged_twice
+What are the steps to getting a virtual card?,getting_virtual_card
+What do I do if my virtual card won't work.,virtual_card_not_working
+how do you determine your exchange rates because one of yours was off when i got cash,wrong_exchange_rate_for_cash_withdrawal
+Can I top up by cheque?,top_up_by_cash_or_cheque
+"please delete my account, your services are not up to par.",terminate_account
+Can you cancel my purchase?,request_refund
+I am having trouble verifying my identity.,unable_to_verify_identity
+How do I find my card PIN?,get_physical_card
+Where can I see the refund in my account,Refund_not_showing_up
+There is a fee on my account. Why?,card_payment_fee_charged
+Which ATMs accept this card?,atm_support
+My transaction needs to be canceled.,cancel_transfer
+Can i get a single use virtual card,get_disposable_virtual_card
+How is the top-up card verified?,verify_top_up
+Status of the card I ordered.,card_arrival
+Why is it taking so long for my cash withdrawal to no longer show as pending?,pending_cash_withdrawal
+"My things were stolen yesterday and I can't use any apps or anything, so I am going to need some help.",lost_or_stolen_phone
+I made this payment days ago so why hasn't it gone through yet?,pending_card_payment
+I don't like your company. Delete my account.,terminate_account
+"How come you charge for cash withdrawals? I withdrew cash after buying groceries today, and there seems to be a new fee",cash_withdrawal_charge
+"The service of this company sucks, I need to terminate my account.",terminate_account
+"I was charged a fee when making this transfer, and I don't think I should have been!",transfer_fee_charged
+What things do I need to verify my identity?,verify_my_identity
+"I need support options, I want to top my card",supported_cards_and_currencies
+My statement has a dollar I have been charged showing up on it.,extra_charge_on_statement
+Why is my payment pending?,pending_card_payment
+I accidentally blocked my PIN. How do I reset it?,pin_blocked
+"I am unhappy with my purchase, how do I cancel the order?",request_refund
+I got my new card. How do I activate it?,activate_my_card
+What is the process for activating my card?,activate_my_card
+WHERE IS MY MONEY I WAS USING MY CARD AND IT DISAPPEARED,topping_up_by_card
+Do you know what the restriction of the disposable cards are?,disposable_card_limits
+I was taking out funds and was unable to regain my card.,card_swallowed
+My card got lost.,lost_or_stolen_card
+Can I receive my salary in a currency other than what it is deposited in?,receiving_money
+I'm not quite understanding why my cash withdrawal is showing as pending.,pending_cash_withdrawal
+What are the ways for others to transfer me money?,receiving_money
+"I requested a refund, and never received it. What can I do?",Refund_not_showing_up
+What would lead to my top up still pending?,pending_top_up
+Can I have it add money at certain time intervals when I travel?,automatic_top_up
+"Why did I get charged for something I bought online? Even though it was international, I thought it would be covered.",transfer_fee_charged
+why wouldn't you support american express? its a card i like and use often and i don't want to get a different one,supported_cards_and_currencies
+Does the card you sent have a way to track to it?,card_arrival
+How do I freeze my card? I think someone is using it to make a bunch of online transactions.,compromised_card
+What credit cards are supported?,supported_cards_and_currencies
+how do I link a card I already have?,card_linking
+So I just put my top-up into the card and it hasn't changed.,pending_top_up
+Can I top up using my car?,topping_up_by_card
+The stupid machine just swallowed my card!! I need a new one ASAP,card_swallowed
+Is it possible to verify a top up?,verify_top_up
+How do I pay by check?,top_up_by_cash_or_cheque
+I need to find out what is the limit for top-ups.,top_up_limits
+Can I get a spare card for someone else to use?,getting_spare_card
+My phone was stolen,lost_or_stolen_phone
+I can't transfer money from my account.,declined_transfer
+I got a fee for an ATM withdrawal.,cash_withdrawal_charge
+What do I need to do to verify my identity?,verify_my_identity
+What do I do if the bank machine won't accept my PIN attempts anymore?,pin_blocked
+What is the transfer fee charge?,transfer_fee_charged
+I would like to exchange currencies,exchange_via_app
+What do I need to verify my identity,verify_my_identity
+I want a virtual card!,getting_virtual_card
+How are exchange rates calculated?,exchange_rate
+How do I claim a refund?,request_refund
+What is the youngest someone can be to open an account?,age_limit
+"I have one of your cards already, how do I link it?",card_linking
+My withdrawl is still pending. Why?,pending_cash_withdrawal
+What locations are you in?,country_support
+What currencies is an exchange rate calculated in?,exchange_rate
+Why did the app deny my top up?,top_up_failed
+I want a card. What is the procedure?,order_physical_card
+How do I use my new card?,activate_my_card
+Where is the money that I asked for? I asked for more than I got!,wrong_amount_of_cash_received
+Can I use American Express to add money into my account?,supported_cards_and_currencies
+I have to have several disposable cards per day.,disposable_card_limits
+What is the payment in my account that I did not do?,card_payment_not_recognised
+I'd like to know why my top-up was canceled please.,top_up_reverted
+What is the maximum I can transfer before I incur fees?,transfer_fee_charged
+Why have I been charged twice for the same transaction?,transaction_charged_twice
+There is a suspicious cash withdraw on the account.,cash_withdrawal_not_recognised
+I have to transfer something to China as fast as I can. How long will it take to arrive in China?,transfer_timing
+I would like to delete my account.,terminate_account
+I know I have enough funds in my account but my card payment hasn't worked for some reason. What do I do?,declined_card_payment
+I receive my salary in GBP. Do I need to configure this somehwere?,receiving_money
+I am not able to do contactless.,contactless_not_working
+I have forgotten my passcode to access my app,passcode_forgotten
+"I purchased some makeup through a site in China, and I was under the impression that when I make transfers there is no fee. Why am I seeing this fee now? I am not happy about this at all.",transfer_fee_charged
+How can the recipient see my money transaction?,transfer_not_received_by_recipient
+My card is just not working at this time.,virtual_card_not_working
+Why isn't my transfer going through? I get a message saying it's not possible. I've had no issues in the past.,beneficiary_not_allowed
+Where does all this money come from though?,verify_source_of_funds
+My card was declined today when eating and I need to know what's wrong.,card_not_working
+A wrong exchange rate was applied to a transaction made abroad.,wrong_exchange_rate_for_cash_withdrawal
+Why has my card payment been declined?,declined_card_payment
+Help my verify my id.,unable_to_verify_identity
+My transfer will not go through.,failed_transfer
+What are the limits for disposable virtual cards?,disposable_card_limits
+I would prefer a visa card,visa_or_mastercard
+I can not find my card pin.,get_physical_card
+"May I use my account now, even though the identity verification has not gone through yet?",why_verify_identity
+I can't use my card.,card_not_working
+May I have a second card?,getting_spare_card
+is there a fee for a transfer? if so how much will it be?,top_up_by_bank_transfer_charge
+How much can I top-up to my card at a time?,top_up_limits
+Can I hold money in multiple currencies?,fiat_currency_support
+Where is the money I topped off with?,pending_top_up
+The app doesn't know it's me.,unable_to_verify_identity
+"More than one time this week, I have been charged more than once for the same transaction. Please correct the issue and refund the duplicate charges.",transaction_charged_twice
+"When I made a transfer, there was a fee. Why?",transfer_fee_charged
+Do you have Visa or Matercard?,visa_or_mastercard
+I was looking to buy another card today.,getting_spare_card
+What locations can a card be delivered to?,order_physical_card
+I just lost my wallet and I see that they are already withdrawing money from my account. How can I stop this?,cash_withdrawal_not_recognised
+What kind of fiat currency can I used for holding and exchange?,fiat_currency_support
+Tell me how to cancel a transfer.,cancel_transfer
+Are the top-ups limited?,top_up_limits
+My disposable virtual card doesn't seem to work,virtual_card_not_working
+"Hi. I just withdrew cash from an ATM and received the wrong amount. However, my app shows the correct amount I withdrew. How do I get the rest of the cash?",wrong_amount_of_cash_received
+I would like to get help from someone with activating my card.,activate_my_card
+My transfers are being declined. IT has always worked for me but now it's declining my card. I've tried several times.,declined_transfer
+Trouble transferring transaction contact for help,declined_transfer
+My card is gone I think it was stolen,lost_or_stolen_card
+What are disposable cards?,get_disposable_virtual_card
+The ATM did not allow me to withdraw,declined_cash_withdrawal
+How many cards can I have for one account?,getting_spare_card
+Do you know why my card payment was reverted?,reverted_card_payment?
+I would like to know why my transfer was declined.,declined_transfer
+Why has my transfer failed?,failed_transfer
+Is cash good to top up with?,top_up_by_cash_or_cheque
+Can I use my account without verifying my identity?,why_verify_identity
+How old does my kids need to be to open an account?,age_limit
+How can someone add money to my account?,topping_up_by_card
+There is a charge on my card that I did not make,card_payment_not_recognised
+how do i get a virtual card for one time use,get_disposable_virtual_card
+"My card is broke, what do I do?",card_not_working
+I have paid money into my account but it doesn't show.,balance_not_updated_after_cheque_or_cash_deposit
+I'm quite confused as to what is going on. There is some odd extra pound charge on my statement in the app that's just listed as pending and doesn't go away since a couple days.,extra_charge_on_statement
+How do I order a new card before It expires?,card_about_to_expire
+Is there an exchange fee?,exchange_charge
+My card still hasn't arrived after 2 weeks. Is it lost?,card_arrival
+Do you offer additional currency options?,fiat_currency_support
+What would the price be for an expired card replacement and how long will it take me to get it?,card_about_to_expire
+I would like to transfer money from my other bank account into this one.,transfer_into_account
+Where can I find my PIN?,get_physical_card
+"I was charge a fee for my transfer, why?",transfer_fee_charged
+I need to change my account details,edit_personal_details
+do I need to verify my identity every time I log into my account?,why_verify_identity
+I broke my card,card_not_working
+Can I exchange and hold all fiat currencies?,fiat_currency_support
+I'm trying to transfer money into my account.,transfer_into_account
+My top up failed.,top_up_failed
+Tell me how many transactions I can do with a disposable card.,disposable_card_limits
+What are your policies for card transfers?,failed_transfer
+"I sent out money, but was charged extra for transferring. Why?",transfer_fee_charged
+Do you have a list of countries you operate in?,country_support
+Is there a way to revert my transaction from this morning?,cancel_transfer
+Do you have to order a new card before your current card expires?,card_about_to_expire
+A transaction is repeated several times on my account.,transaction_charged_twice
+Am I able to exchange currencies?,fiat_currency_support
+Why was my card payment cancelled?,reverted_card_payment?
+"Why do I get charged additional fees on some payments, but not others?",card_payment_fee_charged
+how come the verification with the top up,verify_top_up
+"I get paid in GBP. Should I configure this and if so, where?",receiving_money
+What ATMs can I withdraw money from?,atm_support
+I made a transfer 12 hours ago. Why is it still listed as pending?,pending_transfer
+Send my card as soon as you are able to.,card_delivery_estimate
+Why didn't the ATM give me my money?,declined_cash_withdrawal
+I need some help with identity verification.,verify_my_identity
+My transfer is still pending and I know the account numbers are correct. Please help.,pending_transfer
+Why do you require so many identity details?,why_verify_identity
+I transferred money and was charged and want to know why.,transfer_fee_charged
+The rate of exchange isn't right for my cash withdrawal.,wrong_exchange_rate_for_cash_withdrawal
+"I was double charged, and the second charge is showing as ""pending"". How long will it be before I get my money back once the second charge has been refunded?",pending_card_payment
+Can I have a second card?,getting_spare_card
+What do I need to do to activate my card?,activate_my_card
+Why would i not be able to do a transfer to a beneficiary?,beneficiary_not_allowed
+Are you able to locate my card?,lost_or_stolen_card
+There is a fraudulent charge on my statement.,card_payment_not_recognised
+Who accepts this card?,card_acceptance
+How can I see my source of funds?,verify_source_of_funds
+What countries do you currently do business in?,country_support
+My transfer is pending.,balance_not_updated_after_bank_transfer
+Something went wrong with my withdrawal. The amount of money isn't right.,wrong_amount_of_cash_received
+"I've just moved address from a place in Durham to a place in Walton-On-The-Naze. I have a new landlord at my new house and they haven't got my payment but I know I sent it on time, can you check they got it please?",transfer_not_received_by_recipient
+cash from this morning has not deposited,balance_not_updated_after_cheque_or_cash_deposit
+There is a payment that is not mine in the app. Please advise/,card_payment_not_recognised
+Can you help me reset my password?,passcode_forgotten
+Why are you declining my payment? Everything was fine.,declined_card_payment
+I was declined when I tried to get cash.,declined_cash_withdrawal
+I cannot use my card.,card_not_working
+I need my funds verified.,verify_source_of_funds
+What currencies can I hold money in?,fiat_currency_support
+My card was not accepted.,declined_card_payment
+Can I change from one currency to another?,exchange_via_app
+"I was out today looking forward to pay with my new card, turns out the payment just kept getting declined. This is really sad, what's going on?",declined_card_payment
+"I need to top up cash, How do I do it?",top_up_by_cash_or_cheque
+"I am trying to make a transfer and am unsuccessful, can you please tell me why?",failed_transfer
+"I've notice I was charged for withdrawing cash, can you explain why?",cash_withdrawal_charge
+What steps must I follow to get a Visa credit card?,visa_or_mastercard
+"Could you please check one of my transfer which i made few hours ago from my UK bank account, as its not showing yet.",balance_not_updated_after_bank_transfer
+I attempted to get cash but was declined.,declined_cash_withdrawal
+Do you use Mastercard or Visa?,visa_or_mastercard
+Why isn't my contactless not working?,contactless_not_working
+I'd like more information about choosing a Visa or Mastercard.,visa_or_mastercard
+Is my PIN located on my account somewhere?,get_physical_card
+My salary is in GBP; how can I note this in the app?,receiving_money
+Is there a top up limit for my account?,top_up_limits
+"The exchange rate given to me wasn't correct, after i purchased an item",card_payment_wrong_exchange_rate
+My top-up was revoked.,top_up_reverted
+How do I report my card stolen?,lost_or_stolen_card
+How does a transfer work?,transfer_into_account
+"I couldn't use my contactless this morning, it wasn't accepted.",contactless_not_working
+"How can I request cash back? The ATM just gave me the wrong amount, the app shows the amount that I've been actually charged though...",wrong_amount_of_cash_received
+Is there a fee when you pay with your card?,card_payment_fee_charged
+How much money can i top up?,top_up_limits
+I want to reverse a purchase. Can I cancel it?,request_refund
+"I really need money from my card today, but my card is getting declined. Please help!!",top_up_failed
+"This is URGENT, I typed the wrong payment information for a payment I needed to make and have clicked send, I need to reverse the transaction immediately.",cancel_transfer
+Can I top up using a cheque?,top_up_by_cash_or_cheque
+I got charged and extra fee when I transferred money so why was I charged?,transfer_fee_charged
+I lost my phone!,lost_or_stolen_phone
+For some reason my account's been charged an extra dollar.,extra_charge_on_statement
+Someone stole my cards!,lost_or_stolen_phone
+I'm not sure why I was charged an extra fee for transferring funds.,transfer_fee_charged
+I'd like to use cash to top up. How do I find that option?,top_up_by_cash_or_cheque
+what do i do if my verification failed,unable_to_verify_identity
+Can I use cash to top up my account?,top_up_by_cash_or_cheque
+I don't live in the UK. Can I still get a card?,country_support
+What is needed to prove my identity?,verify_my_identity
+Why is my cash withdrawal from the ATM still not yet showing as confirmed in my account?,pending_cash_withdrawal
+How do I reset the passcode?,passcode_forgotten
+what happens to the funds if a merchant refuses the payment,reverted_card_payment?
+I understand that this is extremely late. After going over my transactions for the last couple of months I noticed a large charge that I'm sure I did not make. Is there anyway I can still dispute this?,direct_debit_payment_not_recognised
+Can my card be used everywhere?,card_acceptance
+How old does one have to be to have an account with the bank?,age_limit
+How can I top up with this cheque I got?,top_up_by_cash_or_cheque
+"I have been waiting longer than expected for my bank card, could you provide information on when it will arrive?",card_arrival
+What do I do if the ATM ate my card?,card_swallowed
+My withdrawal was cancelled.,declined_cash_withdrawal
+"Hi, I'm buying a flat and I'm trying to get my mortgage to go though. Every time I check I simply get an error message. Is there any way you can help me get this money transferred over. Thanks!",failed_transfer
+My card is being declined for a purchase. I bought items before and the card worked. Do you know what the problem is?,reverted_card_payment?
+I need to verify my identity,verify_my_identity
+What are all the currencies and cards supported to use this?,supported_cards_and_currencies
+How long does shipping take to get to a US destination?,card_delivery_estimate
+How do I change GBP to AUD?,exchange_via_app
+Do I need to choose GBP to get my salary deposited properly?,receiving_money
+How do I fix a reverted top up?,top_up_reverted
+My card was topped this morning but I can't see the funds. Why didn't it complete?,pending_top_up
+Some of my card payments look different than where I purchased products from. Why is that?,card_payment_not_recognised
+How long does a transfer take from china?,transfer_timing
+Some idiot stole my card.,lost_or_stolen_card
+My app shows some cash I didn't get.,cash_withdrawal_not_recognised
+Is there a fee for transfer top-up?,top_up_by_bank_transfer_charge
+I took out money from a transaction machine and it exchanged the wrong dollar value amount from another currency!,wrong_exchange_rate_for_cash_withdrawal
+Why is my top up still pending?,pending_top_up
+Can I use this to receive my salary?,receiving_money
+I need a new passcode.,passcode_forgotten
+"How long does it take for transfers to finish? I sent funds to my pal, and she says that she has not gotten anything.",transfer_not_received_by_recipient
+Why was my ATM transaction cancelled?,declined_cash_withdrawal
+Cash deposit to my account but it has not appeared.,balance_not_updated_after_cheque_or_cash_deposit
+Why does my statement have these extra charges?,extra_charge_on_statement
+I need to update my current address,edit_personal_details
+How do you fix my card payment?,declined_card_payment
+My transaction is still showing that is pending from my cash withdrawal.,pending_cash_withdrawal
+can you assist me with the auto top up ?,automatic_top_up
+Why can't I activate my card?,activate_my_card
+How can I edit my personal details?,edit_personal_details
+Do you work with all fiat currencies?,fiat_currency_support
+"If my card is trapped in the ATM, what do I do?",card_swallowed
+My card got stolen!,lost_or_stolen_card
+Can I directly transfer my salary onto here?,receiving_money
+where to funds come from,verify_source_of_funds
+Can you remove my account please?,terminate_account
+Where do I need to go in the app to enter my card info?,card_linking
+What do I do if the ATM didn't give me the correct amount I withdrew? I pulled out 30 pounds and the ATM gave me 10 pounds.,wrong_amount_of_cash_received
+I tried making an update to my balance using cheque just yesterday but it doesn't appear to have worked. Should this not be a faster process? I need you to please check over my account because something has went wrong.,balance_not_updated_after_cheque_or_cash_deposit
+Show me how to change my pin?,change_pin
+What places will accept my card?,card_acceptance
+there's a delay in my top-up,pending_top_up
+Why doesn't a return show up im my account from a purchase I made?,Refund_not_showing_up
+How do I link my card,card_linking
+Can I use any currency to add money?,supported_cards_and_currencies
+How do the disposable cards work?,get_disposable_virtual_card
+It appears that I am being double charged for some items that I have purchased this past week. Please review and correct.,transaction_charged_twice
+Where on the website do I go to link my card?,card_linking
+Where can I get a disposable virtual card?,get_disposable_virtual_card
+I am not able to do a transfer to an account,beneficiary_not_allowed
+Are there any extra hidden fees for exchanging currencies?,exchange_charge
+My top up is not working in Apple Pay.,apple_pay_or_google_pay
+I'm pretty sure my top up failed. How do I fix this?,top_up_failed
+Where can the card be used?,card_acceptance
+My top up didn't work.,top_up_failed
+The app denied my topped up.,top_up_failed
+What is the best way to exchange currency?,exchange_via_app
+Can I use the system Google Pay for top-ups?,apple_pay_or_google_pay
+Is there a maximum i can top up?,top_up_limits
+I'm looking for the option to top up by cheque.,top_up_by_cash_or_cheque
+What currency's can i exchange for?,exchange_via_app
+They charged me wrong for a currency exchange on a purchase.,card_payment_wrong_exchange_rate
+I just completed a bank transfer and the balance didn't update,balance_not_updated_after_bank_transfer
+why does the app show a direct debit payment that I did not authorize,direct_debit_payment_not_recognised
+"Hello, I found the card I misplaced and I need to reactive it, how do I do that?",card_linking
+Will my friend be able to top off my account?,topping_up_by_card
+"Something went wrong, I was charged an extra pound?",extra_charge_on_statement
+Do you do SWIFT transfers?,top_up_by_bank_transfer_charge
+"Someone stole my card. I need to report it stolen. I made a police report already, but how do I report it with you?",lost_or_stolen_card
+Contactless isn't working for me,contactless_not_working
+Why isn't my virtual card working?,virtual_card_not_working
+How are currencies exchanged?,exchange_via_app
+How come I can't take money out of the ATM?,declined_cash_withdrawal
+What happens if my card is stuck in the ATM?,card_swallowed
+The top-up is pending.,pending_top_up
+I think there has been a purchase made that wasn't by me.,card_payment_not_recognised
+I'm trying to figure out the current exchange rate.,exchange_rate
+I would like to transfer some money from my other bank account into this one.,transfer_into_account
+"I did transfer, why is it pending",pending_transfer
+Why do you keep declining my payment? I tried several times already with this card and it's just not working,declined_card_payment
+When does the money get transferred to my account,transfer_timing
+What is the activation process on my new card?,activate_my_card
+Why would my top up be cancelled?,top_up_reverted
+Will salary be received through this?,receiving_money
+I need to create several disposable cards per day.,disposable_card_limits
+My card payment is pending.,pending_card_payment
+I was charged a fee after using my card and I shouldn't have been.,card_payment_fee_charged
+"in china, need new card",card_about_to_expire
+Do charge fees for transfers?,transfer_fee_charged
+I didn't take out money from an ATM but my app statement shows that I did. How can I fix this?,cash_withdrawal_not_recognised
+I would like to know any restrictions for the disposable cards.,disposable_card_limits
+How long will it take to get to me?,card_delivery_estimate
+Is the PIN delivered separately?,get_physical_card
+Is it normal to have to wait over a week for my new card?,card_arrival
+cash deposit to my account has shown a red flag.,balance_not_updated_after_cheque_or_cash_deposit
+How do I show this stupid system that this is really my identity?,unable_to_verify_identity
+"I'm not sure where my phone is, I think someone stole it or it's lost.",lost_or_stolen_phone
+How many days until the money will be in my account?,transfer_timing
+The app denied my top-up,top_up_failed
+How do I interconvert between AUD and GBP?,exchange_via_app
+I used the ATM machine to get money out for Holiday shopping and saw the outrageous charges. Why is that? I would not have used the ATM if I had known!,wrong_exchange_rate_for_cash_withdrawal
+"I transferred the rent payment for my new place a couple days ago but the landlord says it's not there yet, despite showing up as done on my side. I checked the account number I sent it to and it's definitely correct. Can you please verify if the transaction really went through or not?",transfer_not_received_by_recipient
+What is the procedure for getting another card?,getting_spare_card
+what's the process for getting a disposable virtual card?,get_disposable_virtual_card
+Why doesn't my disposable virtual card work?,virtual_card_not_working
+whats the exchange charge,exchange_charge
+I got topped up but the application reverted it.,top_up_reverted
+Are there any specific ATMs that this card can be used at?,atm_support
+Why hasn't my balance increased after depositing a check?,balance_not_updated_after_cheque_or_cash_deposit
+What is the verification code on a top-up?,verify_top_up
+What places can I use my card?,card_acceptance
+Tell me why my transfer failed!,failed_transfer
+I would like a virtual card- where can I purchase one?,getting_virtual_card
+Something is wrong with my payment account since it has been declined,declined_card_payment
+Do I need to verify my identity?,why_verify_identity
+I have a pending cash withdrawal,pending_cash_withdrawal
+How do I add a card to the app?,card_linking
+Can I resent my passcode?,passcode_forgotten
+What do I need to do for a PIN?,get_physical_card
+"I had a cheque deposited, but I still haven't seen the cash.",balance_not_updated_after_cheque_or_cash_deposit
+If I wanted to make a change from GBP to AUD what is the process?,exchange_via_app
+What is the limit to a top-up?,top_up_limits
+"There must be an issue, why has my card been cancelled?",reverted_card_payment?
+I just have one other card from the US. Is that okay?,supported_cards_and_currencies
+What cards to do you support to top up.,supported_cards_and_currencies
+How do I get a physical card?,order_physical_card
+I was contacted by a seller with a message that they never received my money. I am 100% sure it was taken from my account so I definitely need this sorted out soon.,reverted_card_payment?
+I want this amount reversed out of my account.,request_refund
+What can you do to unblock my pin?,pin_blocked
+I would like to not have to do the identity verification.,why_verify_identity
+How come I was charged extra when I withdrew cash?,cash_withdrawal_charge
+I tried to send someone money but they haven't received it.,transfer_not_received_by_recipient
+I made a cash withdrawal but the pending status is taking forever.,pending_cash_withdrawal
+How can I start using my card?,activate_my_card
+How to change the PIN on my card?,change_pin
+What is the point of an identity check?,why_verify_identity
+I would like to change my pin.,change_pin
+What can I use a virtual disposable card for?,disposable_card_limits
+"My latest payment was declined, I was told everything was back to working order. What happened?",declined_card_payment
+How do I verify a top-up?,verify_top_up
+where is theft-top option?,automatic_top_up
+I was trying to use my virtual card at a merchant and it was rejected. How can I fix this?,virtual_card_not_working
+What do you charge for physical cards?,order_physical_card
+My cash deposit from a week ago hasn't shown up. I need the money - how quickly can you sort this out?,balance_not_updated_after_cheque_or_cash_deposit
+In my statement there is a payment that is I do not recognize,card_payment_not_recognised
+Why did I not get my cash back after I withdrew?,wrong_amount_of_cash_received
+The withdrawal was declined I am unsure as to why this happened?,declined_cash_withdrawal
+If I make a top-up are there charges applied?,top_up_by_bank_transfer_charge
+How do I transfer money to my account?,transfer_into_account
+Where is my money? I transfered it and it isn't in my account.,balance_not_updated_after_bank_transfer
+I cannot use my disposable virtual card.,virtual_card_not_working
+Hello I made a bank transfer couple hours ago from my UK account but it doesn't show up yet. Can you please check if everything is alright with it?,balance_not_updated_after_bank_transfer
+I cannot get my virtual card to work.,virtual_card_not_working
+Can you freeze my account? I just saw there are transactions on my account that I don't recognize. How can I fix this?,card_payment_not_recognised
+"I have a cheque here, can I use it to top off my account?",top_up_by_cash_or_cheque
+What is a pending payment?,pending_card_payment
+"My disposable virtual card was rejected by the merchant, please help?",virtual_card_not_working
+I put money into my account for the minimum balance but the application didn't accept.,top_up_reverted
+How do I do an international transfer?,transfer_into_account
+someone stole my money,direct_debit_payment_not_recognised
+Can you help my fix my contactless?,contactless_not_working
+"I did not get my card yet, is it lost?",card_arrival
+What is the minimum age?,age_limit
+So the transfer finally worked but now it's been pending for quite a long time. How long do you expect me to wait for it? It's quite urgent,pending_transfer
+What is my card's PIN?,get_physical_card
+I had a payment that I made and it's been some amount of time and would like to know when it's suppose to go though.,pending_card_payment
+Is my currency okay to add money with?,supported_cards_and_currencies
+Can I change to another currency?,exchange_via_app
+How long does it take to process transfers from Europe?,transfer_timing
+are both visa and mastercard available to me?,visa_or_mastercard
+Can you help me sign up for a virtual card?,getting_virtual_card
+Why did I get less money than I asked for?,wrong_amount_of_cash_received
+What locations can I top up with cash?,top_up_by_cash_or_cheque
+"How can I fix my card, it got declined twice.",declined_transfer
+what is this charge on my account,direct_debit_payment_not_recognised
+How do I reset my PIN?,pin_blocked
+I a having trouble proving my identity,unable_to_verify_identity
+How long does it take for funds to come through the US to my account?,transfer_timing
+Could you please activate my card,activate_my_card
+What are some reasons that would cause ATM machines to decline my card? It has happened to me multiple times!,declined_cash_withdrawal
+I submitted my transfer but it has been pending for quite a while and I was wondering what takes so long? why hasn't it completed,pending_transfer
+Why was I declined at the ATM today when I was trying to make a withdraw?,declined_cash_withdrawal
+I need a new PIN.,change_pin
+How can i get multiple disposble cards.,disposable_card_limits
+Payment i did not do,card_payment_not_recognised
+"I tried taking money from the ATM but no money came out, but the transaction is still pending? How is this possible?",pending_cash_withdrawal
+Help me reset the passcode.,passcode_forgotten
+There is an extra charge on my app that I was not told about or I was aware of!,extra_charge_on_statement
+Can you give me a visa?,visa_or_mastercard
+Is it possible to use Apple Pay to put money in my account?,apple_pay_or_google_pay
+The exchange rate for my withdrawal isn't correct and doesn't match the actual exchange rate.,wrong_exchange_rate_for_cash_withdrawal
+"I've just come back from an eating holiday in the USA and Canada and have SO many pending and duplicated transactions on my account. I think there is something wrong, can you look in to it please?",transaction_charged_twice
+Do you have a list of exchange rates?,exchange_rate
+How can I check the source of funds?,verify_source_of_funds
+Can I top up using an international card,top_up_by_card_charge
+I made an error in payment yesterday and I need it fixed asap because it's for my rent tomorrow.,cancel_transfer
+I tried to transfer money but it said it wasn't possible? I've done this before and it worked why isn't it working now?,beneficiary_not_allowed
+"There is an incoming payment into my account, but it is deactivated. Will they still be processed?",fiat_currency_support
+I do not wish to verify my identity.,why_verify_identity
+How can I get a real-life card of my own?,order_physical_card
+"I tried topping up but my funds seem to be pending. I want to buy something right now, what do I do?",pending_top_up
+I've been unable to pay contactless with my card for over a week now. Is there a way to fix this issue?,contactless_not_working
+Will my transfer immediately show up in my account?,transfer_timing
+What do you need to verify my identity?,verify_my_identity
+My refund is missing from my statement.,Refund_not_showing_up
+Do transfers from Europe take longer?,transfer_timing
+Where is my refund? I have been checking my account all day.,Refund_not_showing_up
+What is stopping my money from transferring?,failed_transfer
+"I recently got a new place while I'm staying abroad and have been using this account to manage payments, but suddenly I am seeing fees increase. Where are these additional fees coming from?",transfer_fee_charged
+I believe my card payment exchange rate is incorrect.,card_payment_wrong_exchange_rate
+My virtual card won't work.,virtual_card_not_working
+Pending transfer?,pending_transfer
+Is there a fee to exchange foreign money?,exchange_charge
+Do you happen to do exchanges of EUR?,fiat_currency_support
+The exchange rate you gave me for my cash withdrawal is wrong,wrong_exchange_rate_for_cash_withdrawal
+Why is my disposable virtual card being denied?,virtual_card_not_working
+"I need to make a transfer, what will the fee be?",top_up_by_bank_transfer_charge
+Can you explain the transfer fee to me?,transfer_fee_charged
+How do I top up my account with a cash payment?,top_up_by_cash_or_cheque
+Do you know why my contactless won't work?,contactless_not_working
+Can a card stop working?,card_not_working
+I am still waiting for my card after 1 week. Is this ok?,card_arrival
+How much does it cost to exchange currencies?,exchange_charge
+I cannot locate the verification code for my top-up card. Please help me.,verify_top_up
+"Next month my card will expire, do I need to order a new one?",card_about_to_expire
+What age can sign up for services?,age_limit
+"How long does a transfer take from the point it's sent, to the point it arrives in my account?",transfer_timing
+What is the fee to receive money?,top_up_by_bank_transfer_charge
+"Hey, my card was declined at an ATM in the city centre theatre. My account says the transaction is pending, though. I didn't get the money, though, so what does that mean?",pending_cash_withdrawal
+Can this app help me exchange currencies?,exchange_via_app
+What do I need to do to get a refund?,request_refund
+I tried to pay contactless at the bus today and it didn't work. Any ideas why?,contactless_not_working
+"I topped up by card a while ago and it's still pending, surely it should be done by now?",pending_top_up
+How do I avoid getting charged a fee on my card?,card_payment_fee_charged
+How do I locate my card?,card_arrival
+Why do you need all this information about my Source of Funds?,verify_source_of_funds
+has my top-up has been cancelled,top_up_reverted
+What do i need to verify my id?,unable_to_verify_identity
+"Your top-up function isn't working, it still says pending even though I know my card works.",pending_top_up
+I can not get the app to know it is me.,unable_to_verify_identity
+Why could my transfer have been declined?,declined_transfer
+Can I exchange between GBP and USD on the app?,exchange_via_app
+"I'm concerned about a payment that has recently been made on my card. I do not recognize the name that the transaction went to, can you help me?",card_payment_not_recognised
+"Since my pin is blocked, would you help me unblock it?",pin_blocked
+I deposited cash this morning and I am still waiting,balance_not_updated_after_cheque_or_cash_deposit
+i was charged when i used a us issued card. why and what cards are free to use to add money,top_up_by_card_charge
+What is the current exchange rate for me?,exchange_rate
+I have not received the amount of cash i was supposed to.,wrong_amount_of_cash_received
+What's the deal with no cryptocurrency on your app?,beneficiary_not_allowed
+Will there be any charges for money received?,top_up_by_bank_transfer_charge
+At which ATMs can I use this card?,atm_support
+Do you accept checks?,top_up_by_cash_or_cheque
+What is the auto top up function and where can I find that at?,automatic_top_up
+"My entire gym bag, including my wallet, was stolen out of my locker today. Everything in my wallet is gone - how do I block the card to make it can't be used?",lost_or_stolen_card
+What would make a decline message show up during a transfer?,declined_transfer
+It looks like this week I was double charged for a couple things. Is there any way that you can look into this for me and return the double charged items back to my card?,transaction_charged_twice
+What is the process for using my credit card to transfer money?,topping_up_by_card
+When will my card be activated?,activate_my_card
+"My card's expiring, what happens now?",card_about_to_expire
+My salary is received in the form of GBP. Do I need to do anything specific to configure this?,receiving_money
+Can you help me figure out what's happening? I'm trying to transfer money to a friend but it keeps getting returned. I'm not sure what i'm doing wrong.,failed_transfer
+How can I get the cash deposit to show up on my account?,balance_not_updated_after_cheque_or_cash_deposit
+How long is it going to take for my funds to show in my account?,transfer_timing
+How do I troubleshoot Google pay top up?,apple_pay_or_google_pay
+"I tired to move my money, but my transfer was declined.",declined_transfer
+How long does it take for a payment to go thru? I made one a few days ago and it has not been cleared yet.,pending_card_payment
+How can I cancel a transfer?,cancel_transfer
+I have withdrawn cash from ATM but i received the wrong amount. I want cash back as in app its showing actual amount which i got. Please help me in this.,wrong_amount_of_cash_received
+I have a transfer that's pending and wanted to know how long it is going to take to process?,pending_transfer
+What reason did my top-up fail for?,top_up_failed
+Is there a fee for exchanging foreign currencies?,exchange_charge
+"If my card is about to expire, do I need to order a new one?",card_about_to_expire
+I want to know if there is a maximum I can top up.,top_up_limits
+It doesn't look like the top-up completed.,pending_top_up
+What are your international exchange rates?,exchange_rate
+Where can I change my personal information after I move?,edit_personal_details
+Im waiting for my transaction to go through.,transfer_not_received_by_recipient
+I transferred some money but it is yet to arrive.,balance_not_updated_after_bank_transfer
+What should I do if I see a payment I didn't make?,card_payment_not_recognised
+Can I hold money in other currencies?,fiat_currency_support
+Why did I not get a virtual card yet?,getting_virtual_card
+How do I apply for a refund?,request_refund
+"Since my id hasn't been verified, when can I use my account?",why_verify_identity
+"My beneficiary has been denied, is this normal?",beneficiary_not_allowed
+Can I submit a check or cash payment?,top_up_by_cash_or_cheque
+I wanted to use my contactless at the metro today but it didn't accept it!,contactless_not_working
+How do I unblock my PIN?,pin_blocked
+Are my friends able to add funds to my account?,topping_up_by_card
+Why can't I find my PIN?,get_physical_card
+Where do I request another card?,getting_spare_card
+Do you accept exchanges to EUR?,fiat_currency_support
+"I'm not in the UK, can I get a card?",country_support
+Where is the transfer I started?,transfer_not_received_by_recipient
+How long does a card delivery take?,card_arrival
+What is accepted in regards to cards and currencies?,supported_cards_and_currencies
+I would like to receive a few more physical cards.,getting_spare_card
+I go the wrong exchange rate applied to my purchase in a foreign country.,card_payment_wrong_exchange_rate
+I tried to buy something online yesterday but it kept saying declined. Tried again today but same thing happened. What's broken?,declined_transfer
+Can I get a card even if I live outside the UK?,country_support
+I want to change my name.,edit_personal_details
+"When I topped up, the app reverted my funds.",top_up_reverted
+Why was there a fee for my transfer?,transfer_fee_charged
+Do I get to choose between Visa and Mastercard?,visa_or_mastercard
+"How do I reset my PIN, I can't seem to use my card?",pin_blocked
+How do I top-up using cash?,top_up_by_cash_or_cheque
+"I didn't get cash from an ATM, but the app says I did",cash_withdrawal_not_recognised
+"what is source of my funds, need to verify",verify_source_of_funds
+Tell me why my virtual disposable card won't work.,virtual_card_not_working
+My transfer was declined,declined_transfer
+Payments from my disposable virtual card don't work,virtual_card_not_working
+How many disposable cards per day am I allowed to have?,disposable_card_limits
+Is there an age limit?,age_limit
+The ATM machine stole my card.,card_swallowed
+I am not Happy with this product can i get a refund?,request_refund
+Hello. I checked my transactions and saw I was double charged on my card for a restaurant visit. I would like to get my money back.,transaction_charged_twice
+Where can I find the source of my available money?,verify_source_of_funds
+"I made a bank transfer a couple of hours ago from my UK account. It hasn't appeared, can you check to make sure it went through?",balance_not_updated_after_bank_transfer
+Where can my card be delivered?,order_physical_card
+My top up was denied in the app.,top_up_failed
+How do I become aware of where my funds come from?,verify_source_of_funds
+"I noticed an extra $1 charge on my statement, can you tell me why that is?",extra_charge_on_statement
+My transfer hasn't gone through yet.,pending_transfer
+What do I have to do to get a Visa credit card?,visa_or_mastercard
+What kind of cash machines would allow me to change my PIN?,change_pin
+I received my card but not my PIN.,get_physical_card
+The ATM at Metro bank on High St. Kensington swallowed my card. How do I get it back?,card_swallowed
+Why was my account charged for using an ATM?,cash_withdrawal_charge
+For what reason would a top up be reverted and returned to my account?,top_up_reverted
+How do I set a new pin?,change_pin
+I still haven't seen a refund on my account,Refund_not_showing_up
+"I completed an in country transfer a few days ago and was sure to check the account information several times since the transaction was completed, but the funds are still not available. What is the problem?",transfer_not_received_by_recipient
+Where can I pay with my debit or credit card?,card_acceptance
+Could I open an account for my children?,age_limit
+Does it cost extra to exchange currencies?,exchange_charge
+For how long will my transfer be pending?,pending_transfer
+What is the maximum number of transactions I can make with one card?,disposable_card_limits
+help me find the top-up card's verification code?,verify_top_up
+Can I dispute a payment even if I notice it several weeks after it was made?,direct_debit_payment_not_recognised
+How come my cash deposit is not showing up. This can't be right. There must be some mistake. Where did my cash go. You better not have lost it as I need this money asap.,balance_not_updated_after_cheque_or_cash_deposit
+There is a payment that is not mine.,card_payment_not_recognised
+Can my friends send me money?,receiving_money
+can you tell me what cards and currencies you take?,supported_cards_and_currencies
+"I recently made a payment, and it is showing up in my account as ""pending"". What does that mean?",pending_card_payment
+"Please help me as i am continuously facing the issue in transferring money to my friends, as all my transactions are getting failed.",failed_transfer
+Is it normal to have to verify my top-up or is something wrong?,verify_top_up
+Am I able to change my PIN at any cash machines?,change_pin
+I'm at an ATM and withdrew 30 pounds and was only given 10. What should I do?,wrong_amount_of_cash_received
+Why did I only get $20 when I tried to get $100,wrong_amount_of_cash_received
+"I'm not sure why my card payment was cancelled, can you find out why?",reverted_card_payment?
+Can I reactivate my lost card that I found this morning in my jacket pocket?,card_linking
+My card is very close to expiring. When can I order a new one and how do I do so?,card_about_to_expire
+I expected a higher exchange rate when I withdrew money. Can you tell me current exchange rates?,wrong_exchange_rate_for_cash_withdrawal
+Are there any sort of fees involved for top of transfers?,top_up_by_bank_transfer_charge
+Why didn`t my topup go through?,top_up_failed
+I would like to change my card PIN.,change_pin
+"i want to close an account but im not sure about setting up a new one in the future, what do you recommend",terminate_account
+When can I expect my card to be delivered to the US?,card_delivery_estimate
+"My pin was blocked, how do I make it so I can use it?",pin_blocked
+Why isn't my top up working using my saved American Express in ApplePay?,apple_pay_or_google_pay
+The refund isn't showing up on my account.,Refund_not_showing_up
+I need to cancel an incorrect transaction.,cancel_transfer
+Why was I declined getting cash?,declined_cash_withdrawal
+Can you tell me the limits for top ups?,top_up_limits
+"I did what you told me earlier and contacted the seller for a refund directly, but nothing is happening! It's been a week and I still haven't got anything. Please just give me back my money",Refund_not_showing_up
+If I don't want a physical card can i get a virtual version?,getting_virtual_card
+How do I activate a card I received?,activate_my_card
+Why did you charge me for a cash withdrawal?,cash_withdrawal_charge
+Can I have a auto top-up when my account is short?,automatic_top_up
+"My pins seems to be blocked, can you unblock it please",pin_blocked
+How old do we have to be?,age_limit
+Will you deal with SWIFT transfers?,top_up_by_bank_transfer_charge
+I can't top up my account using my American Express with Apple Pay.,apple_pay_or_google_pay
+How long does a transfer stay pending?,pending_transfer
+Where are the locations of ATMs that accept this card?,atm_support
+Why are my payments showing pending?,pending_card_payment
+"Could you help me reactivate my card? It was previously lost, but I found it this morning in my jacket.",card_linking
+"
+Which ATMs accept this card?",atm_support
+The app doesn't show the card I received.,card_linking
+I would like to change my PIN but I am not currently in the country.,change_pin
+Are there any extra fees for adding money into the international card?,top_up_by_card_charge
+I am awaiting my refund,Refund_not_showing_up
+The app reverted my action when I topped up.,top_up_reverted
+I should have received a refund however it is not showing on my statement,Refund_not_showing_up
+I am sick of this damn company and want to close out my account.,terminate_account
+There was an error in exchange rate for my cash withdrawal,wrong_exchange_rate_for_cash_withdrawal
+I am waiting for my card to arrive.,card_delivery_estimate
+What is the extra โฌ1 fee in my statement,extra_charge_on_statement
+The exchange rates are?,exchange_rate
+"I would like to use the bank transfer feature, but I can't find it. Can you please give me the details?",transfer_into_account
+I want to close my account,terminate_account
+"I'm starting to think my card is lost because it still hasn't arrived, can you help?",card_arrival
+Why is a money transfer not showing?,pending_transfer
+Will filling stations accept my card?,card_acceptance
+The app will not let me into my account.,unable_to_verify_identity
+Why did my top up not work?,top_up_failed
+I was retrieving money and my card wouldn't remove.,card_swallowed
+"Would I be able to get another card for my account, so I could give one to my daughter?",getting_spare_card
+Can I make transfers before identity verification?,why_verify_identity
+top up did not complete,pending_top_up
+"You keep declining my transfers? It's always been working really well so far, but when I tried to buy something just now the card got declined. I tried couple times already but same thing.",declined_transfer
+I transferred some money but the recipient is having trouble withdrawing.,transfer_not_received_by_recipient
+I want to use bank transfer for topping up my account. How is it handled?,transfer_into_account
+Do these virtual cards have any caps on using them?,disposable_card_limits
+Are there any limits on where I can use my card?,card_acceptance
+I had made a transfer but its still pending.,pending_transfer
+how come my transfer didn't work,failed_transfer
+I am only 17. Can I make an account?,age_limit
+My disposable virtual card will not work,virtual_card_not_working
+Am I able to choose my card?,visa_or_mastercard
+"I believe my money did not go through with my top up, was there a problem on your end?",top_up_reverted
+Why do I have to verify the top-up?,verify_top_up
+What's the limit on automatic top-up?,automatic_top_up
+Paying in card resulted in a fee,card_payment_fee_charged
+Are SWIFT transfers accepted?,top_up_by_bank_transfer_charge
+Why has my payment not gone through?,pending_card_payment
+I lost my phone and would like to freeze my accounts.,lost_or_stolen_phone
+Do you offer a discount on multiple currency exchanges?,exchange_charge
+I couldn't do a transfer to an account,beneficiary_not_allowed
+I do not see a top-up processed.,pending_top_up
+"I found my card, can I add it to the app?",card_linking
+Where's the money that got charged to my card? It's not showing up in my account balance,topping_up_by_card
+Can I use my American Express stored in Apple Pay to top up?,apple_pay_or_google_pay
+"I just finished sending money, but it's not logging on the recipient side.",transfer_not_received_by_recipient
+Is it possible for me to get a virtual card?,getting_virtual_card
+I got my American Express in Apple Bay but top up is not working,apple_pay_or_google_pay
+Can i get a throw away card,get_disposable_virtual_card
+"My PIN is blocked, what do I do?",pin_blocked
+"I don't know what's wrong, my contactless stopped working. Tried it in a few different places today and it didn't work in any of them.",contactless_not_working
+I paid with card and I think there was a fee applied.,card_payment_fee_charged
+How long does a transfer take to be confirmed?,pending_transfer
+How can I transfer money from an outside bank?,transfer_into_account
+How can I make my contactless work for the metro?,contactless_not_working
+Why was my virtual card declined when attempting to setup automatic billing?,virtual_card_not_working
+I need my card as soon as possible.,card_delivery_estimate
+"Someone has stolen my card. Even though I have my card with me, someone just made a 500ยฃ cash withdrawal. Please help as soon as possible.",cash_withdrawal_not_recognised
+Can you please check if I was charged twice?,transaction_charged_twice
+I would like to apply for a visa card.,visa_or_mastercard
+What can I pay with? Does cash work?,top_up_by_cash_or_cheque
+Help me with my contactless which isn't working.,contactless_not_working
+How long will it take for my transferred money to show up?,balance_not_updated_after_bank_transfer
+How much am I charged to receive money?,top_up_by_bank_transfer_charge
+Is PIN delivered separately?,get_physical_card
+I got a message that I need to verify my identity; what do I do?,verify_my_identity
+"I no longer live at my address on file, how do I change it?",edit_personal_details
+how do i change name?,edit_personal_details
+Think someone has took money out with my card. What shall I do?,cash_withdrawal_not_recognised
+"unhappy with you, how to delete account",terminate_account
+I would like to close my account.,terminate_account
+Is Visa or Mastercard available?,visa_or_mastercard
+Can you tell me if my pop-up went through?,top_up_failed
+"I would like to know why my payment is still pending, can you help?",pending_transfer
+What is the fee on my card payment?,card_payment_fee_charged
+My app says that I received cash from an ATM and I didn't.,cash_withdrawal_not_recognised
+Someone I don't know has used my card without permission.,compromised_card
+which kind of documentation do I need for identity check?,verify_my_identity
+Can I get a card outside the UK?,country_support
+My top-up for Google Pay isn't working,apple_pay_or_google_pay
+Why am I being charged twice fro a restaurant?,transaction_charged_twice
+I would like to add money to my account through my American Express.,supported_cards_and_currencies
+do i need a pin,get_physical_card
+Are there fees for top ups?,top_up_by_card_charge
+Is there an option to have a virtual card?,getting_virtual_card
+Are there any fees if I use a European bank card for a top up?,top_up_by_card_charge
+Is there any documentation needed for the identity check?,verify_my_identity
+Can I make many disposable cards per day?,disposable_card_limits
+Why am I being charged when I withdraw cash?,cash_withdrawal_charge
+i think someone is using my card to withdraw money. Someone stole my wallet. What can I do? it is urgent.,cash_withdrawal_not_recognised
+Please tell me which cash machines will allow me to change my pin.,change_pin
+What's the U.S. Delivery time?,card_delivery_estimate
+How do I retrieve a trapped card from a ATM?,card_swallowed
+I would like a refund for something I bought,request_refund
+I would like to know why I was charged twice for my purchase.,transaction_charged_twice
+Where do I find the exchange rate?,exchange_charge
+Why is there a pending transaction on my card?,pending_card_payment
+I tried to make a transfer and it was declined. Why?,declined_transfer
+Can a transaction be cancelled?,cancel_transfer
+Is it possible to make several disposable cards in a day?,disposable_card_limits
+Can I freeze my card right now?,compromised_card
+Are there limits to top-ups?,top_up_limits
+Can you tell me where I can order a virtual card?,getting_virtual_card
+What do I need to show who I am?,verify_my_identity
+Can you get me my card fast?,card_delivery_estimate
+The see the rate applied to my transaction was wrong at the atm.,wrong_exchange_rate_for_cash_withdrawal
+What happened to my top-up?,top_up_reverted
+Is there a fee for exchanging currencies?,exchange_charge
+Why am i to verify the top-ups?,verify_top_up
+What are the fees for top-ups?,top_up_by_bank_transfer_charge
+Can I create a disposable virtual card?,get_disposable_virtual_card
+How come my disposable virtual card used to pay for a gym subscription got rejected?,virtual_card_not_working
+Show me please how to reset my passcode.,passcode_forgotten
+Can I top-up as much as I want?,top_up_limits
+I need help with activating my card,activate_my_card
+My attempted transfer failed.,failed_transfer
+The rate for a currency exchange was wrong when I bought something.,card_payment_wrong_exchange_rate
+Where can I withdrawal my money?,atm_support
+I can't pull my card out of the ATM. Help me.,card_swallowed
+Is there a way I can get my ATM card back from the machine?,card_swallowed
+Why did I have to pay a fee when I got cash?,cash_withdrawal_charge
+It will be fine to use at any establishment that accepts Mastercard.,card_acceptance
+"I cant find my card, it's gone.",lost_or_stolen_card
+What is this โฌ1 fee in my statement?,extra_charge_on_statement
+This is very frustrating. I can't get my card to work on any ATM I try and I've tried 3 of them so far. What's going on? Can you please fix this issue immediately?,declined_cash_withdrawal
+Can I have more than one disposable card?,disposable_card_limits
+Where is my new card? I have been waiting a week!,card_arrival
+"I have waited 15 days, but my payment still hasn't cleared.",pending_card_payment
+What can I use to verify my identify?,verify_my_identity
+"Hi, Please help me, as i have transferred some amount but receiver did not get the same amount. He received a bit less. Due to this again i need to transfer the difference. I have transferred money but beneficiary's account is credited with less amount. Now i have transfer the difference of the amount. I think there is some issue, could you please look into this.",transfer_fee_charged
+Explain what the pending payment means?,pending_card_payment
+How many virtual cards do I get?,disposable_card_limits
+If my kids wanted to use your service how old would they have to be?,age_limit
+I bought an item and noticed the exchange rate was not correct.,card_payment_wrong_exchange_rate
+Is it possible to use my credit card to transfer money?,topping_up_by_card
+Where is the auto top-up option?,automatic_top_up
+I have been charged twice,transaction_charged_twice
+What is the exchange fee?,exchange_charge
+Any hidden fees associated with the international card if money is added?,top_up_by_card_charge
+Was my top up reversed?,top_up_reverted
+My card was taken by the ATM.,card_swallowed
+do I need anything for the identity check?,verify_my_identity
+I need to validate the source of my funds.,verify_source_of_funds
+I am not able to use the app since I forgot my phone at the hotel I was staying at.,lost_or_stolen_phone
+I would like a refund on the extra pound I was charged.,extra_charge_on_statement
+I was charged a fee for my transfer.,transfer_fee_charged
+Are PIN separately?,get_physical_card
+I have a pending transaction in my app. How is it still pending if I pulled the cash out from the ATM earlier?,pending_cash_withdrawal
+I made a mistake with a transaction!,cancel_transfer
+My disposable card seems not to be working am I doing something wrong?,virtual_card_not_working
+can you check why I wasn't able to top up?,top_up_failed
+I think someone is using my card to make transactions I don't remember.,compromised_card
+Can i deposit my salary to this account?,receiving_money
+Will there be any extra fees for European bank card for top up?,top_up_by_card_charge
+How long does the cash withdrawal take to pend?,pending_cash_withdrawal
+"My card is stuck in the ATM, what can I do?",card_swallowed
+How can I lookup where funds came from?,verify_source_of_funds
+My card was declined in a shop,declined_card_payment
+"I was attempting to purchase a golf club off eBay yesterday, but my credit card was declined. I tried multiple times, and again this morning. Can you check into my card please?",declined_transfer
+how do I top up my money automatically,automatic_top_up
+I'm attempting to top-up my account but it has been pending for an hour.,pending_top_up
+Where is my transfer from [country]?,balance_not_updated_after_bank_transfer
+"I tried to take out cash but the amount isn't right, so what do I do?",wrong_amount_of_cash_received
+I have paid by my card but payment is still its coming as pending. I think there is some issue please check and let me know when the status will complete.,pending_card_payment
+Is it acceptable to use my card anywhere?,card_acceptance
+The app reverted my top off.,top_up_reverted
+Hello I changed my mind and really need a refund on one of things I bought recently. Can you please cancel the transaction and get my money back. Please it's urgent.,request_refund
+why hasn't my top up gone through yet,pending_top_up
+Why did I get a message saying that my transfer is not possible? I have done this before no problem. Please fix.,beneficiary_not_allowed
+Why are there so many fees on my statement?,extra_charge_on_statement
+I think my statement has a fraudulent charge,card_payment_not_recognised
+Can am I able to exchange currencies?,exchange_via_app
+I believe I left my smartphone at the hotel I was staying at.,lost_or_stolen_phone
+I think someone got my card details and used it because there are transactions i don't recognize. What do I do now?,compromised_card
+Is GBP a supported currency?,receiving_money
+"i was supposed to get a refund but my balance hasn't changed, why not?",Refund_not_showing_up
+Can I link my new card?,card_linking
+The amount of cash I received was different than what I requested.,wrong_amount_of_cash_received
+Where do I go to get the code to verify the top up card?,verify_top_up
+"For some reason, the virtual card won't work for me.",virtual_card_not_working
+Use credit card to transfer money,topping_up_by_card
+I got mugged yesterday and can't use the app.,lost_or_stolen_phone
+Why was the transfer declined?,declined_transfer
+I have to verify the source of my funds,verify_source_of_funds
+What should I do if I think that someone else may be using my card.,compromised_card
+What's the minimum age for opening an account?,age_limit
+Can you tell me if my top-up has been cancelled?,top_up_reverted
+Can I space out how often money is transferred along my travels?,automatic_top_up
+I don't think my top up is working correctly,top_up_failed
+The ATM didn't let me get any cash,declined_cash_withdrawal
+Help! I can't find my card.,lost_or_stolen_card
+"I will need to exchange currencies frequently, will I be able to get a discount?",exchange_charge
+What happens if a merchant doesn't accept a payment?,reverted_card_payment?
+Tell me how I can exchange between different currency.,exchange_via_app
+Why can't I verify my identity?,unable_to_verify_identity
+What do I need to do to activate my new card?,activate_my_card
+Do you guys accept Visa or Mastercard?,visa_or_mastercard
+How do I delete my account?,terminate_account
+There is a problem with my card. Somebody has removed money from my account in a town I haven't been to. Can you please freeze my account immediately?,cash_withdrawal_not_recognised
+"If I was mugged and lost everything, how do I access my account and app?",lost_or_stolen_phone
+I'm in Spain and my stuff has been stolen. My card was with it and I need a new one shipped and the old one frozen.,lost_or_stolen_card
+I didn't get all the cash I requested for at the ATM,wrong_amount_of_cash_received
+The atm won't give my card back!,card_swallowed
+"I topped up my account and even though it was confirmed at first, the money isn't there anymore! why did this happen, and where did my money go?",top_up_reverted
+The wrong rate was applied to an item I bought in a currency different from mine. Can this be changed?,card_payment_wrong_exchange_rate
+"Do ATM cash withdrawals carry a charge now? They've been free in the past, but all of a sudden I have to pay to make ATM withdrawals?",cash_withdrawal_charge
+An ATM fee was attached to my recent withdrawal.,cash_withdrawal_charge
+Can I order extra cards?,getting_spare_card
+What is the need to verify my identity?,why_verify_identity
+"My work sends me all over the world, can I get a discount for all the money I have to exchange?",exchange_charge
+Why did I get a fee?,cash_withdrawal_charge
+Can you tell me what to do to reset my passcode?,passcode_forgotten
+Can you please identify the problem with my bank card?,card_not_working
+The contactless I have won't work.,contactless_not_working
+Do you guys accept mastercard or visa?,visa_or_mastercard
+I don't recognise a cash withdrawal,cash_withdrawal_not_recognised
+Why does the app revert a payment?,reverted_card_payment?
+How long will it take to arrive?,card_delivery_estimate
+Why am I not able to verify my id?,unable_to_verify_identity
+"Hi, I would like to file a claim for an inquiry. I am a frequent customer of the company in question and have never had any issue with my purchases, payments, or otherwise. However, the price deducted for an item I purchased a couple of weeks ago has been returned to my checking account. Was there an issue with my payment? The item has already been delivered to me.",reverted_card_payment?
+I tried activating my bill of fare and it didn't workplace,activate_my_card
+I found an unauthorized card payment,card_payment_not_recognised
+My card doesn't work.,card_not_working
+Why did my transfer fail?,failed_transfer
+Why was a transfer to an account not allowed?,beneficiary_not_allowed
+Can I use my card at any ATMs?,atm_support
+Can i have a second physical card for this account?,getting_spare_card
+"I double checked that I have the correct account details , they're right for sure. Transfer is still pending since forever. What should be done now?",pending_transfer
+I would like to see the source of my money.,verify_source_of_funds
+What major card payments are accepted?,visa_or_mastercard
+Tell me how to reset the passcode.,passcode_forgotten
+How can I get paid in a different currency?,receiving_money
+How can I get my card out of the damn ATM?,card_swallowed
+There is a fee I don't recognize on my statement.,extra_charge_on_statement
+What happened to the cash that I tried to deposit into my account? It's gone!,balance_not_updated_after_cheque_or_cash_deposit
+The ATM gave me the wrong amount of cash today when I went to withdraw. The app says it was more.,wrong_amount_of_cash_received
+Can I have one of the virtual cards?,getting_virtual_card
+Why would I have a pending payment?,pending_card_payment
+I made a transaction and it is taking a very long time to go through.,transfer_not_received_by_recipient
+I've tried looking for the auto-top up option on your website and I can't seem to find it. Can you help me?,automatic_top_up
+"I'm still waiting for delivery of my new card, why is it taking so long?",card_arrival
+Do you know the closest ATM?,atm_support
+"If I feel someone has my card information, can I get a new card?",compromised_card
+My card appears to be broken how can I fix it?,card_not_working
+How do I deposit my paycheck to this account?,receiving_money
+I paid for something in foreign currency but noticed the exchange rate is incorrect.,card_payment_wrong_exchange_rate
+Can I used my card even if my phone has been stolen?,lost_or_stolen_phone
+what is the charges for new card?,contactless_not_working
+Do you know if my top-up has been cancelled?,top_up_reverted
+"I have a card payment that was declined, but why?",declined_card_payment
+How can I top up my Google Pay?,apple_pay_or_google_pay
+It didnt work when I tried to pay contactless at the bus today. Why?,contactless_not_working
+Where did this 1 euro fee come from?,extra_charge_on_statement
+Where can cards be delivered?,order_physical_card
+"My card's frozen, what can I do?",pin_blocked
+What is the minimum age to open an account?,age_limit
+I was charged extra for a withdrawal,cash_withdrawal_charge
+What are the available cards?,visa_or_mastercard
+I don't think I made this charge on my debit statement.,direct_debit_payment_not_recognised
+Where can I go to update my personal profile?,edit_personal_details
+Is there a specific type you need for identity verification?,verify_my_identity
+I tried to use my card to top up but all of the money has disappeared.,topping_up_by_card
+Was charged an ATM fee despite it being a small withdrawal on the 1st day of the month. I thought I was allowed 200 per month?,cash_withdrawal_charge
+I'm unsure of a withdrawl in my statement.,cash_withdrawal_not_recognised
+What methods can I use to top up my account?,top_up_by_cash_or_cheque
+"If the transfer details have already but reviewed and confirmed that they are correct, what other reason would cause my transfer to be declined?",declined_transfer
+does it cost to exchange currencies?,exchange_charge
+I didn't get the money I transferred,balance_not_updated_after_bank_transfer
+"I attempted to use my card while I was intoxicated, and I failed to input my PIN, and the machine kept my card. How soon can I have it back?",pin_blocked
+Good morning. I tried to make a purchase with my credit card last night and again this morning. Both times it was declined. Can you investigate?,declined_transfer
+How would I go about getting a second card?,getting_spare_card
+Where can I receive my card?,order_physical_card
+Where can I use this card at an ATM?,atm_support
+Is there any way to cancel a transfer?,cancel_transfer
+I want my account deleted!,terminate_account
+Can I add money with Apple Pay?,apple_pay_or_google_pay
+What do you need so I can verify my identity?,verify_my_identity
+I didn't buy this twice,transaction_charged_twice
+Is the top up feature available on the Apple Watch?,apple_pay_or_google_pay
+The money I transferred does not show in the balance.,balance_not_updated_after_bank_transfer
+Where can I get my card at?,order_physical_card
+I need to know why my credit card was declined for top up? What is the deal here and why did it not go through?,top_up_failed
+Can I get a card despite the fact I'm not in the UK?,country_support
+Where can I obtain my virtual card?,getting_virtual_card
+"I finally got my new card and was very excited to use it today. However, my payment kept declining. What is happening?",declined_card_payment
+Can you delete my account please?,terminate_account
+how much you charge for exhcange,exchange_charge
+atm would not give me cash,declined_cash_withdrawal
+Why did the disposable virtual card which I used to pay a gym subscription get denied?,virtual_card_not_working
+It doesn't let me verify my identity.,unable_to_verify_identity
+Please give me both a visa and a master card.,visa_or_mastercard
+Do I have to do an identity check?,why_verify_identity
+"My account got charged for taking out cash, why did this happen?",cash_withdrawal_charge
+Where can I see the source of my money?,verify_source_of_funds
+How old do my kids have to be to use your service?,age_limit
+I need to reorder my virtual card!,getting_virtual_card
+How to change my address.,edit_personal_details
+how to activate card?,activate_my_card
+What cards and currencies do you support?,supported_cards_and_currencies
+I was at the store earlier and my virtual card didn't work. What's the solution for this problem?,virtual_card_not_working
+I believe my credit card was stolen.,lost_or_stolen_card
+Is there an age minimum?,age_limit
+The ATM won't give me my card back.,card_swallowed
+I don't know how to top up my Google pay.,apple_pay_or_google_pay
+I transferred some money but the receiver can't pick it up for some reason.,transfer_not_received_by_recipient
+Which cash machines will allow me to change my PIN?,change_pin
+How can I unlock the pin?,pin_blocked
+I am experiencing difficulty providing my identity.,unable_to_verify_identity
+How many times can I use the disposable virtual card I have?,disposable_card_limits
+Can I make a withdraw if I am out of country from with out any fees at an ATM?,wrong_exchange_rate_for_cash_withdrawal
+The app won't let me log in as myself.,unable_to_verify_identity
+Why was the exchange rate wrong when I got cash,wrong_exchange_rate_for_cash_withdrawal
+How do I use contactless pay?,contactless_not_working
+Why did my transfer decline,declined_transfer
+"Somebody has stolen my card, I need help please.",lost_or_stolen_card
+I sent money. They haven't received it.,transfer_not_received_by_recipient
+how much can i top up?,top_up_limits
+I need my card now!,card_delivery_estimate
+"Hey I tried to get some money out earlier but the machine didn't work. Now just saw the transaction still seems in progress! Can you please check what's going there, seems something is broken, I don't want to be charged for money that I haven't actually received!",pending_cash_withdrawal
+I withdrew some cash out of the ATM over the holiday. It seems that I was charged some outrageous fees. I would not have done that had I been aware of these outrageous charges!,wrong_exchange_rate_for_cash_withdrawal
+My ID won't be verified!,unable_to_verify_identity
+Am I allowed to use any card to make a payment?,visa_or_mastercard
+As for limits are top ups included?,top_up_limits
+I want to know where the funds come from.,verify_source_of_funds
+What would the approximate delivery date be if I transferred something urgently to China?,transfer_timing
+Why is there an extra charge for money that was withdrawn?,cash_withdrawal_charge
+I made a card payment and a fee is showing up?,card_payment_fee_charged
+When I try and to buy something using my card it keeps getting declined.,declined_transfer
+I don't know where this transaction came from?,card_payment_not_recognised
+Is there a fee for using a European bank card to top up?,top_up_by_card_charge
+How can I speed up a transfer? Mine is pending.,pending_transfer
+Can I request a physical card?,order_physical_card
+How can I change my Tholepin ?,change_pin
+I don't know what to do. Should I transfer funds. My account is out of money.,transfer_into_account
+I used my card for a purchase and was charged a fee,card_payment_fee_charged
+Can I get a physical card through this app?,order_physical_card
+Is Apple Pay a possible top up option?,apple_pay_or_google_pay
+I need to change my PIN. Can I do that at a cash machine?,change_pin
+"I followed the instructions to transfer money using my card, but then the money disappeared and I don't know what happened.",topping_up_by_card
+Do you offer multiple cards for the same account?,getting_spare_card
+Can my children have their own account?,age_limit
+When do I receive my PIN,get_physical_card
+I have a payment I didn't do,card_payment_not_recognised
+My bank transfer is still not showing up in my account.,balance_not_updated_after_bank_transfer
+What are the fees to get a physical card?,order_physical_card
+How do I unblock my card using the app?,card_not_working
+Is there a problem with receiving my salary in GBP?,receiving_money
+What is the limit to top up?,top_up_limits
+"If I am overseas, how do I change my pin?",change_pin
+Is there a charge or discount if I use a European bank in a top up?,top_up_by_card_charge
+"I need to use my disposable card multiple times a day, is there a cutoff limit?",disposable_card_limits
+Can I use this app to change dollars into euros?,exchange_via_app
+Can I transfer money to a beneficiery?,beneficiary_not_allowed
+Do I have to verify my identity?,why_verify_identity
+Is there anything I need to do since my phone was stolen?,lost_or_stolen_phone
+I'm looking for the cash deposit top up option but can't find it. Can you help me?,top_up_by_cash_or_cheque
+Does it cost to exchange currencies with this card?,exchange_charge
+How do I enable auto-top up?,automatic_top_up
+I'd like to cancel a transfer,cancel_transfer
+"If I need to do a quick transfer from China, how long should I expect the transfer to take?",transfer_timing
+"It's been two weeks, why has the transaction for $1.00 not been reversed?",extra_charge_on_statement
+Can you tell me the foreign exchange rate?,exchange_rate
+How much more do I have to pay to exchange currencies?,exchange_charge
+How do I update my PIN to a new number?,change_pin
+Someone stole my phone.,lost_or_stolen_phone
+I would like to delete my account please.,terminate_account
+I want to top-up using cash,top_up_by_cash_or_cheque
+Why is there a fee for withdrawing?,cash_withdrawal_charge
+Why is my exchange rate wrong for an item I bought?,card_payment_wrong_exchange_rate
+I believed crypto top up with something you offered. This does not seem to be working. The money has been removed from my account though so what's going on?,top_up_reverted
+My card payment is showing pending.,pending_card_payment
+"I tried using my card today and it's not working, can you help me?",card_not_working
+Where did this fee come from?,extra_charge_on_statement
+Someone transferred money to me and it doesn't show,pending_transfer
+My top-up was cancelled; will I receive a refund?,top_up_reverted
+i tried to make a transfer to a beneficiary and it didn't go through,beneficiary_not_allowed
+Why isn't my PIN available yet?,get_physical_card
+How can I top-up my card?,top_up_by_cash_or_cheque
+How can I get a second card for my daughter?,getting_spare_card
+I would like to create a disposable virtual card. How do I go about doing that?,get_disposable_virtual_card
+I made a mistake and need to cancel a transaction,cancel_transfer
+"I received my new card, but I don't see it in the app anywhere. What do I do?",card_linking
+How can I fix a problem where contactless isn't working?,contactless_not_working
+Is there a limit to how high I can top-up?,top_up_limits
+I made a currency exchange and think I was charged more than I should of been.,card_payment_wrong_exchange_rate
+Where is my deposit?,balance_not_updated_after_cheque_or_cash_deposit
+"I am waiting patiently for a week now for the seller to get back to me and there has been no response, could you please help me further with getting my money back. Thank you.",Refund_not_showing_up
+Do you have an auto top-up option?,automatic_top_up
+I have a duplicate payment showing up on the app. How do I stop myself being charged for the thing twice?,transaction_charged_twice
+My phone is lost. What do I do to prevent someone from using the app?,lost_or_stolen_phone
+I made a transfer and am still waiting.,balance_not_updated_after_bank_transfer
+What's the process for ID verification?,verify_my_identity
+What are the fees for top ups?,top_up_by_card_charge
+Why did I not get all the cash I asked for?,wrong_amount_of_cash_received
+"I can not seem to make a successful transfer, can you tell me what I'm doing wrong?",failed_transfer
+How do I get my disposable virtual card to work?,virtual_card_not_working
+Why is my ATM cash withdrawal showing up as a pending transaction?,pending_cash_withdrawal
+Where are my funds coming from? I need to know.,verify_source_of_funds
+I am still waiting for a cash withdrawal to show,pending_cash_withdrawal
+Will I need to order a new card since mine expires next month?,card_about_to_expire
+Can you look at my account ans see why my card was declined,declined_card_payment
+Can I reactivate my PIN?,pin_blocked
+"I wasn't charged the correct amount for an item I purchased, how can I fix this?",request_refund
+Why is my card payment showing as pending?,pending_card_payment
+Tell me which cards and what currency is supported.,supported_cards_and_currencies
+"I would like to receive and use the card in Europe, is that possible?",country_support
+Can you explain the disposable cards to me?,get_disposable_virtual_card
+What do i have to do to change my name?,edit_personal_details
+how can i top up?,topping_up_by_card
+Can I set up an automatic top-up for travel.,automatic_top_up
+Do you charge for physical cards,order_physical_card
+Can I use this account to receive my salary?,receiving_money
+Causes of top-up cancellation,top_up_reverted
+Are both Visa and Mastercard accepted?,visa_or_mastercard
+"Help! I keep checking my account, but my refund is not showing. I requested that a seller refund my money a while back, but there is no money showing in my account. What can you do for me?",Refund_not_showing_up
+The refund has not appeared in my account,Refund_not_showing_up
+What's the top up limit?,top_up_limits
+"new customer and filling gas today, it's not working, the thing shows pending half an hour!",pending_top_up
+How long will this card payment stay pending?,pending_card_payment
+Hello! I recently made a purchase and I'm needing to cancel my order and process a refund as soon as possible.,request_refund
+how do i get a virtual card?,getting_virtual_card
+I have found my lost or stolen card. Is there a way I can link the card with my account through my app again?,card_linking
+I ordered a card but it has not arrived. Help please!,card_arrival
+im not sure what this charge is for,card_payment_fee_charged
+When will my card payment be done pending?,pending_card_payment
+How long for money transfer to show?,pending_transfer
+what is the exchange rate?,exchange_rate
+How do I top up my card using your app? I'm new to this.,topping_up_by_card
+"I didn't get cash from an ATM, but according to the app a transaction was made when i didn't make it.",cash_withdrawal_not_recognised
+the balance on my account didnt change when i transferred money,balance_not_updated_after_bank_transfer
+I made a withdrawal from my account but it has not posted?,pending_cash_withdrawal
+"My child needs a card, how can I add them to the account I currently have?",getting_spare_card
+Is it possible to give a second card for this account to my daughter?,getting_spare_card
+How do your exchange rates work?,exchange_rate
+There is a suspicious direct debit payment.,direct_debit_payment_not_recognised
+"How long do transfers need to come through? I sent some money to a friend, she needs it urgently, but seems it's still not there yet after a couple hours.",transfer_not_received_by_recipient
+I like Mastercard better.,visa_or_mastercard
+"Hi, I have been overcharged for my payment last Saturday. I guess exchange rate was wrong.",card_payment_wrong_exchange_rate
+There is an extra $1 charge,extra_charge_on_statement
+I can't find my phone.,lost_or_stolen_phone
+Where can I find the top-up verification code?,verify_top_up
+still waiting on that card,card_arrival
+I am missing a refund.,Refund_not_showing_up
+I would like to order a disposable virtual card. How can I do this?,get_disposable_virtual_card
+It's been a week and I have done everything that I was asked to do and still nothing. I have contacted the seller and have not gotten a response. Please understand my frustration and put the money back in my account.,Refund_not_showing_up
+Why did my cash get charged a fee that should not be there.,cash_withdrawal_charge
+I cannot prove my own identity.,unable_to_verify_identity
+I need the source of my funds verified. How do I do this?,verify_source_of_funds
+Why were there additional charges when transferring?,transfer_fee_charged
+Where is the transaction I made to a friend?,transfer_not_received_by_recipient
+Can I get a mastercard?,visa_or_mastercard
+I cannot verify my identity,unable_to_verify_identity
+what is the most i can top up?,top_up_limits
+How do I find the verification code for my top-up card?,verify_top_up
+Can you help me get rid of my account?,terminate_account
+I have a top up that didn't go through. Why?,top_up_failed
+I had a duplicate card and got charged twice. How do I resolve this?,transaction_charged_twice
+Why caused my top up to not work?,top_up_failed
+How do I add the card to my account?,card_linking
+I tried to make a cash withdrawal and it was declined. Why did this happen?,declined_cash_withdrawal
+"I want to buy cryptocurrency, but your app doesn't let me. Why?",beneficiary_not_allowed
+How can I create many temporary cards daily?,disposable_card_limits
+Why is a payment showing up on my card as pending?,pending_card_payment
+My card payment is still pending.,pending_card_payment
+i tried to withdraw money from an atm and i was declined on front of my friends. Why did this happen?,declined_cash_withdrawal
+I was wondering how I could have two charges for the same item happen more than once in a 7 day period. Is there anyway I could get this corrected asap.,transaction_charged_twice
+Can my daughter open an account?,age_limit
+"I have received my card, can you help me put it in the app?",card_linking
+Top up on my Google Pay isn't working.,apple_pay_or_google_pay
+"When getting my ID checked, what are the steps involved?",verify_my_identity
+There is an unauthorized cash withdrawal from my account for 500ยฃ. I definitely didn't make this withdrawal. I need your help.,cash_withdrawal_not_recognised
+Why is the exchange rate wrong for my international withdrawal?,wrong_exchange_rate_for_cash_withdrawal
+I am having trouble proving my identity.,unable_to_verify_identity
+I want to top my account by using a bank transfer. How would that work?,transfer_into_account
+"There was a transaction from two weeks ago from a business that I don't know. I'm fairly certain it wasn't me who made it, but is it an option to trace it to confirm?",direct_debit_payment_not_recognised
+"I tried verifying my ID, but it won't let me.",unable_to_verify_identity
+What's the refund process?,request_refund
+My address needs to be revised.,edit_personal_details
+"Google pay and top up, I want it, can I get it?",apple_pay_or_google_pay
+I bought something and the money appeared back into my account? Why?,reverted_card_payment?
+What should I do if I lost my card?,lost_or_stolen_card
+"I just got my card and want to use it, how do I activate my card?",activate_my_card
+I think someone copied the numbers on my card and is using them.,compromised_card
+"I read about the auto-top up function, but can't find it in the app.",automatic_top_up
+When will my transfer be available in my account.,balance_not_updated_after_bank_transfer
+I tryed to make a top-up with cryptocurrency but the payment was referted.,top_up_reverted
+What does it mean by pending payment?,pending_card_payment
+I have a new card and I want to activate it,activate_my_card
+I want one of those virtual cards!,getting_virtual_card
+How much is the fee for a SEPA transfer?,top_up_by_bank_transfer_charge
+"I went to withdraw some cash earlier today, but seems the ATM gave me the wrong amount of cash! The amount showing up in the app is a lot more",wrong_amount_of_cash_received
+"lost phone, dont want others to access account",lost_or_stolen_phone
+Is it possible to also get a disposable virtual card?,get_disposable_virtual_card
+Can you please help me with this exchange? I am trying to get crypto and the app won't let me.,beneficiary_not_allowed
+Where is the tracking number for the card you sent me?,card_arrival
+When will my balance update after a transfer?,balance_not_updated_after_bank_transfer
+How do I unblock my pin after entering it wrong too many times?,pin_blocked
+Can I exchange currencies?,fiat_currency_support
+I think my phone is either lost or stolen.,lost_or_stolen_phone
+Are there fees for adding money using an international card,top_up_by_card_charge
+Why isn't my ID being verified?,unable_to_verify_identity
+I need a new Pin how do I go about that?,change_pin
+Are there any restrictions causing my transfer to be declined?,declined_transfer
+Are cheques accepted to my account? Mine didn't seem to work.,balance_not_updated_after_cheque_or_cash_deposit
+What is the next step if my card is about to expire.,card_about_to_expire
+Is it possible to top up with cash? If so how do I do it?,top_up_by_cash_or_cheque
+"My card has not arrived yet, where is it?",card_arrival
+My card payment did not work.,declined_card_payment
+How do I find out why my card won't work?,card_not_working
+Why am I being asked to have an identity check,why_verify_identity
+Why does my money come from?,verify_source_of_funds
+How much does it cost to top up by card?,top_up_by_card_charge
+How long will it take for my ID to verify?,unable_to_verify_identity
+my phone was taken! can you place cancel my account so no one uses it,lost_or_stolen_phone
+There is a payment in the App that is not mine.,card_payment_not_recognised
+It looks like I was charged a withdrawal fee for going to my ATM. Why is that because I haven't been charged previously for doing so?,cash_withdrawal_charge
+Can it be delivered by a specific date?,card_delivery_estimate
+Where do I change my PIN?,change_pin
+How many miles away is the ATM?,atm_support
+I was mugged and everything taken. What do I do to protect my account?,lost_or_stolen_phone
+What steps do I take to verify my identity?,verify_my_identity
+The ATM isn't giving out any money.,declined_cash_withdrawal
+Are there certain ATMs that I can use this card at?,atm_support
+I didn't make this direct debit transaction,direct_debit_payment_not_recognised
+can I choose a date for delivery?,card_delivery_estimate
+Can I be topped up once I hit a certain balance?,automatic_top_up
+There is a transaction for $1 and I don't know why it was charged.,extra_charge_on_statement
+Why do you need to know where my money is coming from?,verify_source_of_funds
+Will you accept my other card?,supported_cards_and_currencies
+I had a transfer blocked,beneficiary_not_allowed
+Why can't I transfer to a beneficiary?,beneficiary_not_allowed
+what are exchange rates,exchange_rate
+HOw do I get my card back after the ATM has pulled it in?,card_swallowed
+"Can you help me with a weird charge? It's a pound charge that never goes away from the statement view on the app I'm using. It's not described as anything but ""Pending"", and that status has never changed during the last two days.",extra_charge_on_statement
+"I have a direct debit transaction I have not set up, but would like to .",direct_debit_payment_not_recognised
+Why did I receive an error message saying that my transfer was not possible?,beneficiary_not_allowed
+How do I use a disposable virtual card?,get_disposable_virtual_card
+"Once my card expires, what should I do?",card_about_to_expire
+can i get a description of how to use a disposable virtual card,get_disposable_virtual_card
+I want to get a disposable virtual card.,get_disposable_virtual_card
+I transferred some money but I think it has gotten lost somewhere.,balance_not_updated_after_bank_transfer
+Why wasn't I able to transfer to another account?,beneficiary_not_allowed
+Is there a fee for extra cards?,getting_spare_card
+My top-up has been cancelled.,top_up_reverted
+How do I activate a new card?,activate_my_card
+How long should I expect for the card to arrive?,card_delivery_estimate
+Why was I charged an extra fee when paying with my card?,card_payment_fee_charged
+is there a way to do top up with cash deposit,top_up_by_cash_or_cheque
+Where is the virtual card?,getting_virtual_card
+Does Google Play have an app to Top up?,apple_pay_or_google_pay
+Is their a fee for top ups?,top_up_by_card_charge
+Is it possible to change to another currency?,exchange_via_app
+What if I need multiple disposable cards?,disposable_card_limits
+There is a Direct Debit that I don't recognize.,direct_debit_payment_not_recognised
+I'm pretty sure something went wrong with my exchange. I changed Russian Ruble to UK pounds and was charged way too much!,card_payment_wrong_exchange_rate
+How can I top-up my limit?,top_up_limits
+Is there a reason my top up hasn't gone through,pending_top_up
+Why is there an extra 1 pound charge on my card?,extra_charge_on_statement
+From where are you getting your exchange rates?,exchange_rate
+The incorrect rate was used in my foreign purchase,card_payment_wrong_exchange_rate
+"got married, need to change account name",edit_personal_details
+My cash withdrawl was declined why?,declined_cash_withdrawal
+What is the code I need to get into the app?,passcode_forgotten
+"If I want a physical card, do I have to pay anything?",order_physical_card
+Help me check where the funds came from.,verify_source_of_funds
+I would like to reactivate my card.,card_linking
+what is the disposable cards limit?,disposable_card_limits
+"When adding money, what are the currencies you take?",supported_cards_and_currencies
+The exchange rate for my transaction last Saturday seems to have been wrong I got charged extra. Please fix.,card_payment_wrong_exchange_rate
+I'm really stuck. I don't know why but my card payment has not gone through.,declined_card_payment
+Can I still use the app if I switched phones?,lost_or_stolen_phone
+The card got declined twice when I tried to use it to buy something online yesterday.,declined_transfer
+How many disposable cards can I make in a single day?,disposable_card_limits
+What is the exchange rate like on this app?,exchange_rate
+How long is my Europe transfer wait?,transfer_timing
+I have a 1 euro fee on my statement.,extra_charge_on_statement
+Why am I being charged a fee for transferring money?,transfer_fee_charged
+For some reason my contactless won't work for me.,contactless_not_working
+Am I free to top-up as much as I want?,top_up_limits
+How long will it take to deliver something to US?,card_delivery_estimate
+I was unable to make a transfer to another account.,beneficiary_not_allowed
+What countries can I travel to and have access to their currencies?,fiat_currency_support
+My daughter needs a card. Can I give her one of mine that's linked to my account?,getting_spare_card
+"I see random purchases to my account, was it hacked?",compromised_card
+Why is my debit card being declined when I have money?,declined_card_payment
+Why am I required to verify my identity?,why_verify_identity
+How do I link this new card?,card_linking
+My card payment was reverted. Why?,reverted_card_payment?
+I attempted to get money using a foreign currency at an ATM but the rate was highly inaccurate!,wrong_exchange_rate_for_cash_withdrawal
+There's a direct debit on my account that I didn't authorize,direct_debit_payment_not_recognised
+Which ATM's will accept my card?,atm_support
+Why was the exchange rate incorrect for an item I recently bought?,card_payment_wrong_exchange_rate
+Why doesn't the app believe I am who I say I am?,unable_to_verify_identity
+"Hi! I was wondering if you can help me. I used the city centre ATM to get some cash, but the machine declined my card. My account shows that transaction is still pending. I didn't receive the money, so please cancel that transaction.",pending_cash_withdrawal
+I was charged a fee for a card payment. Why?,card_payment_fee_charged
+I made a purchase and it says it's pending. What does that mean?,pending_card_payment
+"left phone at hotel, how to access app",lost_or_stolen_phone
+I wish to close my account. I do not like the service you provide.,terminate_account
+"Hey, I need some help figuring out way my transfer is not complete yet. My Landlord hasn't got the money yet.She should have received it by now.",transfer_not_received_by_recipient
+I need to change my pin but I am on the road.,change_pin
+"There are a few transaction that I don't recognize, I think someone managed to get my card details and use it.",compromised_card
+Can someone assist me by explaining why my card is not working?,card_not_working
+I've been waiting longer than expected for my card.,card_arrival
+I have an unauthorized transaction on my statement,card_payment_not_recognised
+This company sucks! Can you delete my account?,terminate_account
+Can you explain where I can find the auto-top option?,automatic_top_up
+Why was a transaction on my card declined?,declined_card_payment
+why isnt my account allowing transfers,beneficiary_not_allowed
+I'm unable to use contactless payments for purchases.,contactless_not_working
+I made a transaction but did it to the wrong account.,cancel_transfer
+I'm still waiting on my card to be delivered.,card_arrival
+I was getting cash and can't get my card back.,card_swallowed
+Need help with my card. It's not working.,card_not_working
+How do I get the contactless feature to work for my card?,contactless_not_working
+I have a payment listed in error.,card_payment_not_recognised
+What should I do if I think someone is using my card.,compromised_card
+What is this charge on my account for a cash withdrawl?,cash_withdrawal_charge
+I need information about an extra โฌ1 fee in my statement.,extra_charge_on_statement
+How much will I pay to exchange foreign currency?,exchange_charge
+Why won't my passcode work?,passcode_forgotten
+I won't verify my identity.,why_verify_identity
+I have got out the wrong amount from an ATM. Please tell me the process to get the cash back as in app its showing the amount i have been actually received.,wrong_amount_of_cash_received
+Can I exchange currencies with this app?,exchange_via_app
+My card has been charged two separate times for a single transaction.,transaction_charged_twice
+I am extremely unhappy with this app and want to get rid of my account?,terminate_account
+My card stopped working,card_not_working
+Can I get a copy of the card by email?,getting_virtual_card
+I don't understand the money transfer process.,transfer_into_account
+"I just activated auto top-up, but it is not letting me enable it. Why not?",automatic_top_up
+"When I deposit cheques and cash, my balance does not update.",balance_not_updated_after_cheque_or_cash_deposit
+I got a extra โฌ1 fee in my statement,extra_charge_on_statement
+Why am I required to do an identity check?,why_verify_identity
+Can you tell me how to order a virtual card?,getting_virtual_card
+Why do you need to know so much about me,why_verify_identity
+I'd like to make a new PIN selection.,change_pin
+Why hasn't my transfer gone through yet?,pending_transfer
+Is there a limit for top-ups?,top_up_limits
+Something is wrong with my passcode,passcode_forgotten
+I can't find my phone but it has all my credit card information.,lost_or_stolen_phone
+"I am attempting to make a purchase online, but my card is not working. I know there are funds available, is this an issue on the banks end?",reverted_card_payment?
+I want to get Visa and Mastercard,visa_or_mastercard
+Can I get my paycheck through here?,receiving_money
+If I transfer money from my bank to top-up my account will I be charged?,top_up_by_bank_transfer_charge
+I got double charged for a payment so how do I fix that?,transaction_charged_twice
+Why is a transaction showing as pending when I recieved cash from an ATM?,pending_cash_withdrawal
+What countries are supported?,country_support
+"$1 extra has been charged on my statement, why is that?",extra_charge_on_statement
+Why would I be charged a fee for card payment?,card_payment_fee_charged
+Is there a fee for exchanging cash?,wrong_exchange_rate_for_cash_withdrawal
+Why do you need code verification for my top up?,verify_top_up
+Why don't I have my transfer?,balance_not_updated_after_bank_transfer
+My card hasn't arrived yet.,card_arrival
+whats your exchange rate,exchange_charge
+Do you have any limit on the auto top-up?,automatic_top_up
+Are there limits on auto top-up?,automatic_top_up
+Would it be possible to get another card?,getting_spare_card
+How do I send my account money through transfer?,transfer_into_account
+I tried to make a transfer but it failed,failed_transfer
+Why did it decline my payment?,declined_card_payment
+"Hi, I was trying to use my card but it was declining by ATM. I have cross checked with two different ATMs but i was facing the same issue. Could you please check my account.",declined_cash_withdrawal
+Cancel my last transfer,cancel_transfer
+"Hi. I'm a new customer to your system and I think something isn't working right - or maybe it is. Maybe you can confirm. I tried to top up today (my first time ever) and it's been stuck at ""pending"" for over an hour now. Is it supposed to do this or is there something wrong in the system?",pending_top_up
+My address has updated and I need to change it.,edit_personal_details
+When will I see my new balance after making my bank transfer?,balance_not_updated_after_bank_transfer
+My passcode doesn't work,passcode_forgotten
+I think my child used my card while I wasn't home.,compromised_card
+What are the restrictions to top-offs?,top_up_limits
+If I need to exchange currency is there an extra fee?,exchange_charge
+Why is there a direct debit payment on my app that is not from me?,direct_debit_payment_not_recognised
+I want information about the source of funds.,verify_source_of_funds
+How can i check if my card is working?,card_not_working
+I have a pending payment from stuff I bought this morning.,pending_card_payment
+"When I got cash, my exchange rate was wrong.",wrong_exchange_rate_for_cash_withdrawal
+Is a SWIFT transfer okay?,top_up_by_bank_transfer_charge
+areas card is accpeted,card_acceptance
+What cards and currencies are supported?,supported_cards_and_currencies
+what is the virtual card,getting_virtual_card
+What are the age requirements for opening an account?,age_limit
+Do you offer Visa or Mastercard?,visa_or_mastercard
+What kind of foreign exchange rate will I get when I exchange my money?,exchange_rate
+Why is there a direct debit I didn't make showing in the app?,direct_debit_payment_not_recognised
+"Hi,I tried to get some money out but the machine was not working .The transaction still seems in progress! Can you please check what's going on.I don't want to be charged for money that I did not received.",pending_cash_withdrawal
+I got 2 transfer fees and I thought transfers were free.,transfer_fee_charged
+"If my phone is missing, can I block someone from using the app?",lost_or_stolen_phone
+i transfered however its still pending,pending_transfer
+Are there any ATM machines near me?,atm_support
+"Hi, I am calling about a recent transaction that has happened on my account. I recently went to the ATM, and tried to make a withdrawal on my account. I just happened to check my transaction slip and noticed a fee for my withdrawal. How can I resolve this, I didn't know fees were charged for this type of action.",cash_withdrawal_charge
+I have friends that would like to top-up my account is that possible?,topping_up_by_card
+Where do I find the top-up verification code?,verify_top_up
+when will i receive a US transfer,transfer_timing
+Are there extra charges for exchanging currency?,exchange_charge
+How do I use contactless payments?,contactless_not_working
+Can I change my information?,edit_personal_details
+How many days does a transfer from the US take?,transfer_timing
+Are contactless payments enabled on my new card?,contactless_not_working
+How long does it take for a transfer?,transfer_timing
+Where can I find the card PIN?,get_physical_card
+Do I really need to verify my identity?,why_verify_identity
+I'm not sure why my account has been refunded a payment for an item I've already received about 2 weeks ago. Can you please tell me what is going on?,reverted_card_payment?
+"I need to verify my identity, but how do I do that?",verify_my_identity
+What is the fastest that I can make a transfer?,transfer_timing
+I need to make an immediate cancellation related to a transfer. This was a mistake. Please assist quickly so this does not actually go through.,cancel_transfer
+My phone is not with me at the moment so I will not be able to access the app.,lost_or_stolen_phone
+How to decide if I get a Visa or Mastercard?,visa_or_mastercard
+How did you come up with your exchange rates?,exchange_rate
+is my card PIN saved in the app,get_physical_card
+I want to do a cash top-up,top_up_by_cash_or_cheque
+Can I have a card after my first one?,getting_spare_card
+Where can I find an ATM to use this card?,atm_support
+Is there a way to know when my card will arrive?,card_arrival
+I would appreciate that someone let me know when there is an extra charge for payments. I was checking the app earlier and saying a charge on one of my payments that was additional that no one made me aware of before.,card_payment_fee_charged
+I need help cancelling a transaction.,cancel_transfer
+"I might need AUD instead of GBP, how to change?",exchange_via_app
+Am I able to get a second card?,getting_spare_card
+How do I order a virtual card?,getting_virtual_card
+I think my card was stolen.,lost_or_stolen_card
+"OMG! I'm trying to load my card and it wont top up! I desperately need the money either on my card or in my bank, where is it?",pending_top_up
+"To add money to my account, what currencies can I use?",supported_cards_and_currencies
+Why was my Payment declined,declined_card_payment
+My transfer didn't go through.,failed_transfer
+When would my card be charged an extra fee for a transaction?,card_payment_fee_charged
+I bought something but now I would like a refund. How do I do that?,request_refund
+WHAT CAN I DO AFTER THE CARD MISSING,activate_my_card
+What is the source of my available funds?,verify_source_of_funds
+How long can I expect a transfer to pend for?,pending_transfer
+I got less cash than the one I specified in the ATM,wrong_amount_of_cash_received
+What all is needed to verify the top-up card?,verify_top_up
+May I choose when it's delivered?,card_delivery_estimate
+Can I use my Apple Watch to to top up?,apple_pay_or_google_pay
+The app made a mistake and said I made a cash withdrawal.,cash_withdrawal_not_recognised
+I sent a cheque a few days ago and nothing has happened to my account yet. Can you please check on this for me?,balance_not_updated_after_cheque_or_cash_deposit
+How do I know why my card isn't working?,card_not_working
+Can I use my card for payment all over the world?,card_acceptance
+How can I modify my details?,edit_personal_details
+Can you freeze my card it was stolen,lost_or_stolen_card
+Are you sure when the withdrawal will show?,pending_cash_withdrawal
+Is there a limit on top-ups?,top_up_limits
+I cannot seem to find my PIN. Where is it?,get_physical_card
+Weird charges are appearing in my debit account.,direct_debit_payment_not_recognised
+I need to cancel a purchase I made.,request_refund
+Will a transfer incur a fee?,top_up_by_bank_transfer_charge
+How do I update my details?,edit_personal_details
+Will I be able to get a disposable virtual card as well?,get_disposable_virtual_card
+When should I expect to see my transfer hit my account?,transfer_timing
+What are the most current exchange rates?,exchange_rate
+What will I be charged for a physical card?,order_physical_card
+Do you have any idea on when I will receive my refund? I got my statement and it was not there.,Refund_not_showing_up
+Do I get charged if i am getting money?,top_up_by_bank_transfer_charge
+I think someone has access to my card numbers that shouldn't.,compromised_card
+Where can I go to get a virtual card?,getting_virtual_card
+why is the exchange rate for a Foreign ATM different,wrong_exchange_rate_for_cash_withdrawal
+what does pending mean?,pending_card_payment
+Can I have it be delivered at a certain time?,card_delivery_estimate
+I made an out of country transfer and it hasn't went through yet.,balance_not_updated_after_bank_transfer
+When will the transfer be completed?,pending_transfer
+How can I find the top-up verification code?,verify_top_up
+Why can't I use my virtual card for subscription services?,virtual_card_not_working
+I need to verify my source of funds,verify_source_of_funds
+I need to find out why my transfer didn't get there.,transfer_not_received_by_recipient
+Let me know the steps for the identity checks,verify_my_identity
+"I tried to take money from my card, but it didn't work. Later I saw that the transaction is still in progress. What's goign on?",pending_cash_withdrawal
+"In terms of holding and exchange, what fiat currencies do you use.",fiat_currency_support
+For what reason was my transfer declined?,declined_transfer
+Where do I find the virtual card?,getting_virtual_card
+What if I need my salary in a different currency?,receiving_money
+What are the steps I need to take to verify my identity?,verify_my_identity
+My PIN is not working and I need assistance.,pin_blocked
+How long will it take for the transfer to reach my account?,transfer_timing
+I am waiting for a pending money transfer to process.,pending_transfer
+Can I link an existing card?,card_linking
+How do I go about setting up an account for my daughter?,age_limit
+How do I make my virtual card work?,virtual_card_not_working
+"Please, activate my card",activate_my_card
+My card payment did not complete.,declined_card_payment
+Can I transfer money to my credit card?,topping_up_by_card
+My passcode doesn't seem to be working,passcode_forgotten
+Will I be able to use my card anywhere?,card_acceptance
+It is impossible to verify my identity,unable_to_verify_identity
+I need to know your exchange rates.,exchange_rate
+Should I just wait until the post office sends a change of address form?,edit_personal_details
+How many disposable virtual cards can I have?,disposable_card_limits
+I ordered my card 2 weeks ago and it still isn't here? What do I do?,card_arrival
+I did not get as much cash as I requested at the ATM.,wrong_amount_of_cash_received
+How young can I be to open my own account?,age_limit
+How do I deal with a stolen card?,lost_or_stolen_card
+Who can top up my accounts?,topping_up_by_card
+Can I get cash with this card anywhere?,atm_support
+From what countries can I use this product?,country_support
+How many tries do I have to enter my pin before I'm blocked?,pin_blocked
+Do you know where my card will be accepted?,card_acceptance
+My non-physical card will not work,virtual_card_not_working
+What information do you need to verify my Source of Funds?,verify_source_of_funds
+I sent my friend some money a few hours ago but she has not received it yet. She really needs it. How long does this take?,transfer_not_received_by_recipient
+"If I request that my funds be held, what currencies do you use?",fiat_currency_support
+"My card was rejected at the store for some reason, can you look into this for me?",declined_card_payment
+There is a cash withdrawal transaction that I am unsure of.,cash_withdrawal_not_recognised
+how do VR cards work,get_disposable_virtual_card
+How long does a UK transfer take?,balance_not_updated_after_bank_transfer
+Can I use my card anywhere I want?,card_acceptance
+How can I unlock my pin from too many tries?,pin_blocked
+"
+Where can I get my PIN unblocked?",pin_blocked
+"While I was checking out in the grocery store, I realized I needed cash so I requested some. However, I noticed there was a fee for this transaction. Why did I get charged a fee?",cash_withdrawal_charge
+"I need a new card, my current card is nearly expired.",card_about_to_expire
+I used an ATM in a foreign currency but the rate applied is wrong!,wrong_exchange_rate_for_cash_withdrawal
+My phone was stolen so I no longer have access to the app.,lost_or_stolen_phone
+Would like to use my card and need to activate it first. Can you help me do this?,activate_my_card
+I was charged for a cash withdrawal.,cash_withdrawal_charge
+How do I set-up my PIN for the new card?,get_physical_card
+My card is about to expire. How do I get a new one?,card_about_to_expire
+Why was I charged an extra fee when using a card?,card_payment_fee_charged
+how long do money transfers take?,transfer_not_received_by_recipient
+Do I need to establish I am paid in GBP before a transfer?,receiving_money
+"I need AUD not GBP, how do I change it?",exchange_via_app
+Why is my refund missing from my statement?,Refund_not_showing_up
+Why isn't my card working?,card_not_working
+How old do I have to be to open an account?,age_limit
+The app wouldn't accept my top up.,top_up_reverted
+my atm cash out is still pending,pending_cash_withdrawal
+"I need the right foreign money, at the right rate, at ATMs, when I go abroad.",wrong_exchange_rate_for_cash_withdrawal
+My source of funds need verified.,verify_source_of_funds
+I just got this card & I don't know how to activate it.,activate_my_card
+Can you explain disposable cards?,get_disposable_virtual_card
+I checked my account today and it said I was out of money. How do I transfer money into my account?,transfer_into_account
+im not paying this transfer fee,transfer_fee_charged
+"I'm having a problem with a money transfer. I sent some money to a friend a couple of hours ago, and they haven't received it yet. Why hasn't it gotten to them? How long do transfers need to go through?",transfer_not_received_by_recipient
+What should I do to get transactions off of my account if I didn't make them? My card must have been compromised and I need to freeze it asap!,card_payment_not_recognised
+What are the cards and currencies that are supported?,supported_cards_and_currencies
+Why is my withdrawal still pending?,pending_cash_withdrawal
+I am still waiting for a money transfer to show,pending_transfer
+What is the purpose of the extra fee that is showing up on my statement?,extra_charge_on_statement
+My actual card isn't working.,card_not_working
+My card was used without my permission.,compromised_card
+How do I do a successful transfer to an account?,beneficiary_not_allowed
+Is a copy of the police report necessary for completing the report process?,lost_or_stolen_card
+What is the base of the exchange rates?,exchange_rate
+I can't see my latest bank transfer,balance_not_updated_after_bank_transfer
+Does it cost anything for exchanges?,exchange_charge
+How can my friend send me money?,receiving_money
+"I ordered a card a week ago, and it's still not here. What do I do?",card_arrival
+Who accepts my card?,card_acceptance
+Why was I charged a fee when I paid with card?,card_payment_fee_charged
+Can I receive a new card while I am in China?,card_about_to_expire
+"Can I check somewhere if there will be a fee on my payment or not? Seems you are charging in some cases, what's the pattern there?",card_payment_fee_charged
+How come the ATM gave me less cash than what I asked for?,wrong_amount_of_cash_received
+How do I cancel my card? There are charges on my account that I didn't make.,cash_withdrawal_not_recognised
+What is the reason that my card payment was cancelled?,reverted_card_payment?
+I transferred the wrong amount and would like to cancel the transaction.,cancel_transfer
+On my last transaction it seem that my top-up was not successful.,top_up_reverted
+Can I see that history on my funds and where they came from?,verify_source_of_funds
+Is there a limit to how many transactions I can make on one disposable card?,disposable_card_limits
+What do you need for my identity check?,verify_my_identity
+How do I report a stolen card?,lost_or_stolen_card
+I do not have what is required to prove my identity,unable_to_verify_identity
+I can't get my card to work.,card_not_working
+What would be the reason there's an extra fee on my statement?,extra_charge_on_statement
+How do I enable contactless pay?,contactless_not_working
+I sent some money and the receiver can't access it.,transfer_not_received_by_recipient
+There are some payments with my card that I don't know where they are coming from. Just checked today and it's been since a couple days as well! What to I do? Can I revert this retrospectively? My card needs to be frozen immediately as well!,card_payment_not_recognised
+How do I go forth verifying my top-up card?,verify_top_up
+Is there any place I cannot use my card?,card_acceptance
+This rate is too low. Are you sure your using the right exchange rate.,card_payment_wrong_exchange_rate
+How do I deposit cash into my account?,top_up_by_cash_or_cheque
+I feel like too much money was taken during my currency exchange.,wrong_exchange_rate_for_cash_withdrawal
+So what about the card PIN?,get_physical_card
+I don't recall making that payment?,card_payment_not_recognised
+I was supposed to get a purchase refunded but I don't see the money in my account,Refund_not_showing_up
+"I'm not certain, but someone may be using my card.",compromised_card
+What kind of currency can I hold money in?,fiat_currency_support
+Do I need to make a regular payment before a contactless one?,contactless_not_working
+Can I get paid in a different currency?,receiving_money
+Cash withdrawal still pending?,pending_cash_withdrawal
+I asked for 100 but only got 20.,wrong_amount_of_cash_received
+Why do I have to verify my identity?,why_verify_identity
+My address has changed. How do I report it?,edit_personal_details
+What is going on? My top-up is still pending. I use your system all the time but now it is just showing as pending.,pending_top_up
+I have tried transferring money numerous times. All I keep getting is an error message. Can you tell me what is going on and how this van be fixed?,beneficiary_not_allowed
+How long does it take to get my card? Can I choose when to receive it?,card_delivery_estimate
+Is there a limit to top-up amounts?,top_up_limits
+i have not received my card,card_arrival
+how can i change my details,edit_personal_details
+How can I top up automatically?,automatic_top_up
+My account was charged for a withdraw I tried to make that was decline.,pending_cash_withdrawal
+"I need your help to check my account, please! My card keeps being declined at the ATM, and I've already tried two different ones!",declined_cash_withdrawal
+Where can I exchange my money for EUR?,fiat_currency_support
+Someone else may be using my card. There are transactions I don't recognize.,compromised_card
+Can you tell me what the transfer policy is?,top_up_by_bank_transfer_charge
+I forgot my code to get into the app.,passcode_forgotten
+Will I get charged for topping off my card?,top_up_by_card_charge
+I topped up my card but the money disappeared.,topping_up_by_card
+What do I need to do to transfer my paycheck to my account?,receiving_money
+I did not get the right amount of money when I used a different country's currency.,wrong_exchange_rate_for_cash_withdrawal
+Is there a disposable virtual card I can order?,get_disposable_virtual_card
+Are you able to explain the restrictions of the disposable cards?,disposable_card_limits
+I would appreciate it if I could get an item refunded,request_refund
+"Oh my goodness, my card has been declined twice at ATM! I tried two different ATM, but each one declined my card! Can you tell me what's going on with my account?",declined_cash_withdrawal
+Why was I overcharged a pound!?,extra_charge_on_statement
+"I want to add money but don't know what currencies you accept, can you tell me?",supported_cards_and_currencies
+How long will it take to get my refund,Refund_not_showing_up
+Someone stopped my payment,reverted_card_payment?
+How much do I have to pay for the exchange fee?,exchange_charge
+"I need to order a new card, mine is about to expire and I need to know how much it will cost and how long until I receive it.",card_about_to_expire
+Should i reinstall the payment app?,contactless_not_working
+What fee is included if I top up by card?,top_up_by_card_charge
+How do I link to my credit card with you?,card_linking
+What is the fee charged with this card payment?,card_payment_fee_charged
+My card is about to expire.,card_about_to_expire
+The hotel called and said I left my phone in the room.,lost_or_stolen_phone
+How can I process a refund for something I purchased?,request_refund
+Why do I have to give you all of my identification details?,why_verify_identity
+How can I resolve a problem where my card won't go through at all?,card_not_working
+How long does an item I bought show as pending?,pending_card_payment
+Are you able to unblock my pin?,pin_blocked
+When trying to get more than one card is there a extra amount that needs to be paid?,getting_spare_card
+May I have another card?,getting_spare_card
+For the first time I got a fee on my account. How do I know when you charge these fees?,card_payment_fee_charged
+I attempted to top up but the app denied it.,top_up_failed
+Where can I go to modify my detail?,edit_personal_details
+Is there a reason I was charged a fee to transfer?,transfer_fee_charged
+"I believe my card has been stolen, what can I do about this situation? It's urgent.",lost_or_stolen_card
+What is the tracking number for my card that was mailed?,card_arrival
+Do you know why my card payment is declined?,declined_card_payment
+What are the benefits to verifying the top-up?,verify_top_up
+I have multiple charges on the same transaction.,transaction_charged_twice
+"My card is expiring shortly. How much will it cost for a replacement, and how soon can I get it?",card_about_to_expire
+What do I do with my card PIN?,get_physical_card
+How do I receive my physical card,order_physical_card
+I have been charged with a fee for paying with my card.,card_payment_fee_charged
+Why didn't my balance update after my cash or checque deposit?,balance_not_updated_after_cheque_or_cash_deposit
+What places will accept my card for payment?,card_acceptance
+my card was not in the mail again can you advise?,card_delivery_estimate
+What steps do I need to take to change my card PIN?,change_pin
+When will I see the cash I deposited this morning as available?,balance_not_updated_after_cheque_or_cash_deposit
+My phone is not on me. How can I use the app?,lost_or_stolen_phone
+Something is wrong with my password.,passcode_forgotten
+I made a bank transfer and my account balance did not show it.,balance_not_updated_after_bank_transfer
+still waiting on my new card,card_arrival
+Can I verify my identity online?,verify_my_identity
+My cash withdrawal charged me the wrong exchange rate,wrong_exchange_rate_for_cash_withdrawal
+"My beneficiary is not allowed, please may I have answer as to why this is?",beneficiary_not_allowed
+I had cash transferred but the balance did not change.,balance_not_updated_after_bank_transfer
+Can I use Apple Pay to top up?,apple_pay_or_google_pay
+Which ATMs accept this placard ?,atm_support
+I think my top-up was cancelled.,top_up_reverted
+"I need to bank account transfer from another account into this one, what is the easiest way that can be done, and what information do i need?",transfer_into_account
+Where has my available money come from?,verify_source_of_funds
+What do I do for the identity check?,verify_my_identity
+My card is lost! What do I do now?,lost_or_stolen_card
+Why isn't a recent refund on my statement?,Refund_not_showing_up
+I need a refund on an item I have not received. Am I able to simply cancel the payment? I don't know how to do this.,request_refund
+"Ordered awhile back, what is the ETA in the US?",card_delivery_estimate
+I am confused as to why my transfer could still be pending.,pending_transfer
+Nothing goes through on my card.,card_not_working
+"My recent transfer needs to be cancelled immediately; it was a mistake, please can you cancel it before it goes through?",cancel_transfer
+I need help changing my last name on my account.,edit_personal_details
+I didn't receive the right amount of cash back,wrong_amount_of_cash_received
+How do I obtain a disposable virtual card?,get_disposable_virtual_card
+Is there currency exchange on this app?,exchange_via_app
+Is there tracking info available?,card_arrival
+How can I top up by card?,topping_up_by_card
+I only own one other credit card from the USA. Will it be accepted?,supported_cards_and_currencies
+What do you base your exchange rates on?,exchange_rate
+I think I see a withdraw I did not make.,cash_withdrawal_not_recognised
+Can I cancel a transfer,cancel_transfer
+What are the top up charges for US cards?,top_up_by_card_charge
+Hello. Can you tell me if you use Visa or Mastercard?,visa_or_mastercard
+The card I've got seems to be broken.,card_not_working
+Why do I have a pending cash withdrawal?,pending_cash_withdrawal
+Can I receive a refund for my item?,request_refund
+I lost my wallet today with all my credit cards. Will you please block the card and send a replacement?,lost_or_stolen_card
+What currencies do you do exchanges for?,fiat_currency_support
+I have a duplicate payment showing,transaction_charged_twice
+I am still awaiting the completion of the transaction.,transfer_not_received_by_recipient
+How do i cancel my transaction?,cancel_transfer
+How do I link my replacement card?,card_linking
+How can I fund my top-up account using my bank account?,transfer_into_account
+I have a strange direct debit in my statement,direct_debit_payment_not_recognised
+Why is my transfer not done yet?,pending_transfer
+I made a transaction this morning and would like to revert it.,cancel_transfer
+How young can someone be in order to open an account?,age_limit
+Is it possible to get a card if I'm not in the UK?,country_support
+"I found my card, I would like to reactivate it.",card_linking
+Why is my card not working?,card_not_working
+how many transactions can i make with a disposable card,get_disposable_virtual_card
+What are the top-up fees?,top_up_by_card_charge
+What is the difference between standard and express delivery?,card_delivery_estimate
+Where can you deliver cards?,order_physical_card
+Will you reinstate my PIN?,pin_blocked
+Explain why I can't do a transfer to a beneficiary.,beneficiary_not_allowed
+An unauthorized payment is in my app,card_payment_not_recognised
+My funding to my card didn't go through.,top_up_failed
+Can you look to make sure the exchange rate is correct,wrong_exchange_rate_for_cash_withdrawal
+What do you charge for top ups?,top_up_by_card_charge
+There's a debit on my account that I didn't do.,direct_debit_payment_not_recognised
+Why didn't my balance change after I transferred some money?,balance_not_updated_after_bank_transfer
+"Is there a local ATM that will provide British pounds, I have no money for my homeward journey and do not feel comfortable waiting until I arrive in Britain. Will a withdrawal involve extra charges?",wrong_exchange_rate_for_cash_withdrawal
+Will I get a curreng foreign exchange rate?,exchange_rate
+where in the app can i find out about my new pin,get_physical_card
+How long with my cash withdrawal stay pending for?,pending_cash_withdrawal
+How do I top up my card?,transfer_into_account
+Is there a verification code for the top-up card?,verify_top_up
+Please help me make a transfer. I keep receiving an error and I'm trying to make the initial mortgage payment for a flat I'm buying. What is the deal here?,failed_transfer
+"I don't know if this is an issue with the ATM or my account, but I just tried withdrawing 30 pounds from the ATM I'm at now and it only gave me 10. Is this a glitch or what exactly is going on?",wrong_amount_of_cash_received
+Are there restrictions for my disposable card since it does not seem to be working?,virtual_card_not_working
diff --git a/examples/labeling/banking/test_llm_responses.csv b/examples/labeling/banking/test_llm_responses.csv
new file mode 100644
index 0000000..b06f1fb
--- /dev/null
+++ b/examples/labeling/banking/test_llm_responses.csv
@@ -0,0 +1,2001 @@
+ID,llm_label
+1,cash_withdrawal_charge
+2,failed_transfer
+3,request_refund
+4,card_about_to_expire
+5,failed_transfer
+6,card_payment_wrong_exchange_rate
+7,passcode_forgotten
+8,transfer_fee_charged
+9,verify_top_up
+10,atm_support
+11,pending_top_up
+12,card_about_to_expire
+13,get_disposable_virtual_card
+14,card_acceptance
+15,transfer_into_account
+16,contactless_not_working
+17,pending_cash_withdrawal
+18,contactless_not_working
+19,getting_spare_card
+20,automatic_top_up
+21,exchange_charge
+22,country_support
+23,wrong_exchange_rate_for_cash_withdrawal
+24,why_verify_identity
+25,transfer_fee_charged
+26,card_payment_not_recognised
+27,apple_pay_or_google_pay
+28,transfer_timing
+29,card_about_to_expire
+30,apple_pay_or_google_pay
+31,Refund_not_showing_up
+32,terminate_account
+33,automatic_top_up
+34,card_linking
+35,card_swallowed
+36,top_up_by_card_charge
+37,disposable_card_limits
+38,card_arrival
+39,transfer_fee_charged
+40,receiving_money
+41,why_verify_identity
+42,apple_pay_or_google_pay
+43,wrong_exchange_rate_for_cash_withdrawal
+44,activate_my_card
+45,exchange_rate
+46,why_verify_identity
+47,top_up_by_cash_or_cheque
+48,lost_or_stolen_phone
+49,pending_cash_withdrawal
+50,Refund_not_showing_up
+51,card_not_working
+52,visa_or_mastercard
+53,exchange_charge
+54,reverted_card_payment?
+55,top_up_limits
+56,country_support
+57,passcode_forgotten
+58,failed_transfer
+59,verify_source_of_funds
+60,declined_cash_withdrawal
+61,terminate_account
+62,card_payment_wrong_exchange_rate
+63,card_swallowed
+64,transfer_fee_charged
+65,reverted_card_payment?
+66,extra_charge_on_statement
+67,apple_pay_or_google_pay
+68,cash_withdrawal_not_recognised
+69,card_swallowed
+70,cancel_transfer
+71,declined_card_payment
+72,cancel_transfer
+73,card_payment_fee_charged
+74,passcode_forgotten
+75,fiat_currency_support
+76,visa_or_mastercard
+77,card_delivery_estimate
+78,pending_card_payment
+79,cash_withdrawal_charge
+80,top_up_failed
+81,transaction_charged_twice
+82,lost_or_stolen_card
+83,top_up_by_cash_or_cheque
+84,pending_top_up
+85,reverted_card_payment?
+86,pin_blocked
+87,transfer_into_account
+88,edit_personal_details
+89,failed_transfer
+90,terminate_account
+91,failed_transfer
+92,get_disposable_virtual_card
+93,verify_top_up
+94,card_arrival
+95,country_support
+96,card_linking
+97,get_physical_card
+98,transaction_charged_twice
+99,card_delivery_estimate
+100,declined_cash_withdrawal
+101,change_pin
+102,lost_or_stolen_phone
+103,top_up_by_card_charge
+104,compromised_card
+105,failed_transfer
+106,edit_personal_details
+107,reverted_card_payment?
+108,pin_blocked
+109,card_swallowed
+110,pending_top_up
+111,Refund_not_showing_up
+112,transfer_into_account
+113,get_physical_card
+114,verify_top_up
+115,pending_top_up
+116,cash_withdrawal_not_recognised
+117,card_about_to_expire
+118,cancel_transfer
+119,exchange_via_app
+120,fiat_currency_support
+121,age_limit
+122,age_limit
+123,country_support
+124,cancel_transfer
+125,edit_personal_details
+126,card_payment_fee_charged
+127,receiving_money
+128,country_support
+129,transfer_timing
+130,top_up_by_card_charge
+131,pending_card_payment
+132,beneficiary_not_allowed
+133,top_up_failed
+134,terminate_account
+135,card_delivery_estimate
+136,card_payment_not_recognised
+137,transaction_charged_twice
+138,extra_charge_on_statement
+139,cash_withdrawal_not_recognised
+140,unable_to_verify_identity
+141,reverted_card_payment?
+142,contactless_not_working
+143,top_up_reverted
+144,pending_transfer
+145,pending_transfer
+146,transfer_not_received_by_recipient
+147,get_physical_card
+148,lost_or_stolen_phone
+149,pending_transfer
+150,top_up_by_cash_or_cheque
+151,pending_card_payment
+152,pending_card_payment
+153,supported_cards_and_currencies
+154,lost_or_stolen_phone
+155,reverted_card_payment?
+156,verify_source_of_funds
+157,compromised_card
+158,disposable_card_limits
+159,passcode_forgotten
+160,get_physical_card
+161,balance_not_updated_after_bank_transfer
+162,declined_transfer
+163,cash_withdrawal_not_recognised
+164,pending_transfer
+165,transfer_not_received_by_recipient
+166,card_swallowed
+167,receiving_money
+168,pending_transfer
+169,pending_cash_withdrawal
+170,pending_transfer
+171,transfer_fee_charged
+172,top_up_by_cash_or_cheque
+173,unable_to_verify_identity
+174,cash_withdrawal_charge
+175,atm_support
+176,receiving_money
+177,lost_or_stolen_card
+178,verify_my_identity
+179,transaction_charged_twice
+180,transfer_into_account
+181,country_support
+182,request_refund
+183,exchange_via_app
+184,wrong_amount_of_cash_received
+185,card_payment_not_recognised
+186,country_support
+187,exchange_via_app
+188,request_refund
+189,transfer_fee_charged
+190,card_payment_not_recognised
+191,top_up_by_card_charge
+192,pending_cash_withdrawal
+193,pending_cash_withdrawal
+194,lost_or_stolen_card
+195,card_acceptance
+196,disposable_card_limits
+197,age_limit
+198,extra_charge_on_statement
+199,terminate_account
+200,exchange_rate
+201,verify_my_identity
+202,country_support
+203,get_disposable_virtual_card
+204,activate_my_card
+205,exchange_via_app
+206,country_support
+207,top_up_limits
+208,transfer_into_account
+209,edit_personal_details
+210,pin_blocked
+211,country_support
+212,cancel_transfer
+213,lost_or_stolen_phone
+214,card_linking
+215,activate_my_card
+216,supported_cards_and_currencies
+217,getting_virtual_card
+218,card_delivery_estimate
+219,topping_up_by_card
+220,exchange_via_app
+221,transfer_into_account
+222,supported_cards_and_currencies
+223,failed_transfer
+224,balance_not_updated_after_cheque_or_cash_deposit
+225,exchange_rate
+226,balance_not_updated_after_bank_transfer
+227,verify_my_identity
+228,visa_or_mastercard
+229,getting_spare_card
+230,balance_not_updated_after_bank_transfer
+231,terminate_account
+232,contactless_not_working
+233,request_refund
+234,direct_debit_payment_not_recognised
+235,get_physical_card
+236,edit_personal_details
+237,verify_my_identity
+238,top_up_limits
+239,direct_debit_payment_not_recognised
+240,declined_card_payment
+241,request_refund
+242,get_physical_card
+243,wrong_amount_of_cash_received
+244,beneficiary_not_allowed
+245,passcode_forgotten
+246,Refund_not_showing_up
+247,apple_pay_or_google_pay
+248,declined_card_payment
+249,get_physical_card
+250,lost_or_stolen_card
+251,cash_withdrawal_not_recognised
+252,wrong_amount_of_cash_received
+253,cash_withdrawal_charge
+254,transfer_into_account
+255,activate_my_card
+256,card_swallowed
+257,card_arrival
+258,verify_my_identity
+259,order_physical_card
+260,transfer_timing
+261,exchange_charge
+262,top_up_by_cash_or_cheque
+263,wrong_exchange_rate_for_cash_withdrawal
+264,declined_cash_withdrawal
+265,supported_cards_and_currencies
+266,extra_charge_on_statement
+267,card_swallowed
+268,card_delivery_estimate
+269,top_up_failed
+270,card_swallowed
+271,failed_transfer
+272,age_limit
+273,wrong_exchange_rate_for_cash_withdrawal
+274,transfer_timing
+275,age_limit
+276,change_pin
+277,wrong_amount_of_cash_received
+278,virtual_card_not_working
+279,card_acceptance
+280,card_delivery_estimate
+281,cash_withdrawal_charge
+282,verify_source_of_funds
+283,balance_not_updated_after_bank_transfer
+284,top_up_failed
+285,pending_transfer
+286,exchange_charge
+287,card_delivery_estimate
+288,card_payment_wrong_exchange_rate
+289,card_swallowed
+290,card_linking
+291,request_refund
+292,change_pin
+293,verify_top_up
+294,get_physical_card
+295,card_swallowed
+296,terminate_account
+297,exchange_via_app
+298,declined_cash_withdrawal
+299,terminate_account
+300,request_refund
+301,fiat_currency_support
+302,transfer_into_account
+303,activate_my_card
+304,card_payment_wrong_exchange_rate
+305,top_up_by_card_charge
+306,terminate_account
+307,unable_to_verify_identity
+308,card_delivery_estimate
+309,lost_or_stolen_phone
+310,compromised_card
+311,top_up_failed
+312,virtual_card_not_working
+313,exchange_charge
+314,declined_card_payment
+315,declined_transfer
+316,card_not_working
+317,balance_not_updated_after_cheque_or_cash_deposit
+318,extra_charge_on_statement
+319,declined_transfer
+320,declined_cash_withdrawal
+321,lost_or_stolen_card
+322,transfer_timing
+323,card_payment_fee_charged
+324,passcode_forgotten
+325,top_up_limits
+326,transfer_not_received_by_recipient
+327,getting_virtual_card
+328,exchange_charge
+329,get_physical_card
+330,topping_up_by_card
+331,fiat_currency_support
+332,fiat_currency_support
+333,wrong_exchange_rate_for_cash_withdrawal
+334,transfer_into_account
+335,exchange_charge
+336,change_pin
+337,top_up_failed
+338,card_swallowed
+339,top_up_by_cash_or_cheque
+340,request_refund
+341,country_support
+342,card_payment_wrong_exchange_rate
+343,declined_cash_withdrawal
+344,exchange_rate
+345,cash_withdrawal_not_recognised
+346,edit_personal_details
+347,transaction_charged_twice
+348,declined_card_payment
+349,failed_transfer
+350,reverted_card_payment?
+351,card_payment_not_recognised
+352,top_up_failed
+353,top_up_by_bank_transfer_charge
+354,visa_or_mastercard
+355,passcode_forgotten
+356,atm_support
+357,card_payment_wrong_exchange_rate
+358,card_about_to_expire
+359,country_support
+360,order_physical_card
+361,verify_my_identity
+362,cancel_transfer
+363,verify_my_identity
+364,top_up_by_bank_transfer_charge
+365,atm_support
+366,transfer_into_account
+367,virtual_card_not_working
+368,card_linking
+369,top_up_by_bank_transfer_charge
+370,top_up_by_card_charge
+371,verify_top_up
+372,fiat_currency_support
+373,getting_spare_card
+374,country_support
+375,getting_spare_card
+376,failed_transfer
+377,order_physical_card
+378,automatic_top_up
+379,transfer_into_account
+380,pending_cash_withdrawal
+381,card_acceptance
+382,getting_virtual_card
+383,transaction_charged_twice
+384,getting_virtual_card
+385,virtual_card_not_working
+386,wrong_exchange_rate_for_cash_withdrawal
+387,top_up_by_cash_or_cheque
+388,terminate_account
+389,request_refund
+390,unable_to_verify_identity
+391,get_physical_card
+392,Refund_not_showing_up
+393,extra_charge_on_statement
+394,atm_support
+395,cancel_transfer
+396,get_disposable_virtual_card
+397,verify_top_up
+398,card_arrival
+399,pending_cash_withdrawal
+400,lost_or_stolen_phone
+401,pending_card_payment
+402,terminate_account
+403,cash_withdrawal_charge
+404,terminate_account
+405,transfer_fee_charged
+406,verify_my_identity
+407,topping_up_by_card
+408,extra_charge_on_statement
+409,pending_card_payment
+410,pin_blocked
+411,request_refund
+412,activate_my_card
+413,activate_my_card
+414,card_payment_not_recognised
+415,disposable_card_limits
+416,card_swallowed
+417,lost_or_stolen_card
+418,fiat_currency_support
+419,pending_cash_withdrawal
+420,receiving_money
+421,Refund_not_showing_up
+422,pending_top_up
+423,automatic_top_up
+424,card_payment_fee_charged
+425,supported_cards_and_currencies
+426,card_arrival
+427,compromised_card
+428,supported_cards_and_currencies
+429,card_linking
+430,balance_not_updated_after_bank_transfer
+431,top_up_by_card_charge
+432,card_swallowed
+433,verify_top_up
+434,top_up_by_cash_or_cheque
+435,top_up_limits
+436,getting_spare_card
+437,lost_or_stolen_phone
+438,failed_transfer
+439,cash_withdrawal_charge
+440,verify_my_identity
+441,pin_blocked
+442,transfer_fee_charged
+443,exchange_via_app
+444,verify_my_identity
+445,getting_virtual_card
+446,exchange_rate
+447,request_refund
+448,age_limit
+449,card_linking
+450,pending_cash_withdrawal
+451,country_support
+452,exchange_rate
+453,top_up_failed
+454,order_physical_card
+455,activate_my_card
+456,wrong_amount_of_cash_received
+457,supported_cards_and_currencies
+458,disposable_card_limits
+459,card_payment_not_recognised
+460,top_up_reverted
+461,top_up_limits
+462,transaction_charged_twice
+463,cash_withdrawal_not_recognised
+464,transfer_timing
+465,terminate_account
+466,declined_card_payment
+467,verify_source_of_funds
+468,contactless_not_working
+469,passcode_forgotten
+470,transfer_fee_charged
+471,transfer_not_received_by_recipient
+472,card_not_working
+473,failed_transfer
+474,verify_source_of_funds
+475,declined_card_payment
+476,card_payment_wrong_exchange_rate
+477,declined_card_payment
+478,verify_my_identity
+479,failed_transfer
+480,disposable_card_limits
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+1854,transfer_not_received_by_recipient
+1855,compromised_card
+1856,verify_top_up
+1857,card_acceptance
+1858,card_payment_wrong_exchange_rate
+1859,top_up_by_cash_or_cheque
+1860,exchange_charge
+1861,get_physical_card
+1862,card_payment_not_recognised
+1863,Refund_not_showing_up
+1864,compromised_card
+1865,fiat_currency_support
+1866,contactless_not_working
+1867,fiat_currency_support
+1868,pending_cash_withdrawal
+1869,wrong_amount_of_cash_received
+1870,why_verify_identity
+1871,edit_personal_details
+1872,pending_top_up
+1873,failed_transfer
+1874,card_delivery_estimate
+1875,top_up_limits
+1876,card_arrival
+1877,edit_personal_details
+1878,automatic_top_up
+1879,declined_cash_withdrawal
+1880,declined_cash_withdrawal
+1881,exchange_via_app
+1882,compromised_card
+1883,transfer_into_account
+1884,passcode_forgotten
+1885,top_up_by_card_charge
+1886,balance_not_updated_after_bank_transfer
+1887,transfer_into_account
+1888,wrong_exchange_rate_for_cash_withdrawal
+1889,get_disposable_virtual_card
+1890,disposable_card_limits
+1891,request_refund
+1892,declined_cash_withdrawal
+1893,extra_charge_on_statement
+1894,supported_cards_and_currencies
+1895,request_refund
+1896,declined_card_payment
+1897,exchange_charge
+1898,card_about_to_expire
+1899,apple_pay_or_google_pay
+1900,top_up_by_card_charge
+1901,card_linking
+1902,card_payment_fee_charged
+1903,card_about_to_expire
+1904,lost_or_stolen_phone
+1905,request_refund
+1906,why_verify_identity
+1907,card_not_working
+1908,pending_card_payment
+1909,pin_blocked
+1910,getting_spare_card
+1911,getting_spare_card
+1912,card_payment_fee_charged
+1913,top_up_failed
+1914,edit_personal_details
+1915,transfer_fee_charged
+1916,lost_or_stolen_card
+1917,card_arrival
+1918,declined_card_payment
+1919,verify_top_up
+1920,transaction_charged_twice
+1921,card_about_to_expire
+1922,get_physical_card
+1923,card_delivery_estimate
+1924,card_payment_fee_charged
+1925,balance_not_updated_after_cheque_or_cash_deposit
+1926,card_acceptance
+1927,card_arrival
+1928,change_pin
+1929,balance_not_updated_after_cheque_or_cash_deposit
+1930,lost_or_stolen_phone
+1931,passcode_forgotten
+1932,balance_not_updated_after_bank_transfer
+1933,card_arrival
+1934,verify_my_identity
+1935,wrong_exchange_rate_for_cash_withdrawal
+1936,beneficiary_not_allowed
+1937,balance_not_updated_after_bank_transfer
+1938,apple_pay_or_google_pay
+1939,card_acceptance
+1940,top_up_reverted
+1941,transfer_into_account
+1942,verify_source_of_funds
+1943,verify_my_identity
+1944,lost_or_stolen_card
+1945,Refund_not_showing_up
+1946,request_refund
+1947,card_delivery_estimate
+1948,pending_transfer
+1949,card_not_working
+1950,cancel_transfer
+1951,edit_personal_details
+1952,wrong_amount_of_cash_received
+1953,get_disposable_virtual_card
+1954,exchange_via_app
+1955,card_delivery_estimate
+1956,topping_up_by_card
+1957,supported_cards_and_currencies
+1958,exchange_rate
+1959,cash_withdrawal_not_recognised
+1960,cancel_transfer
+1961,top_up_by_card_charge
+1962,visa_or_mastercard
+1963,card_not_working
+1964,pending_cash_withdrawal
+1965,request_refund
+1966,lost_or_stolen_card
+1967,fiat_currency_support
+1968,transaction_charged_twice
+1969,pending_transfer
+1970,cancel_transfer
+1971,card_linking
+1972,top_up_by_bank_transfer_charge
+1973,direct_debit_payment_not_recognised
+1974,pending_transfer
+1975,cancel_transfer
+1976,age_limit
+1977,country_support
+1978,activate_my_card
+1979,card_not_working
+1980,disposable_card_limits
+1981,top_up_by_card_charge
+1982,card_delivery_estimate
+1983,card_delivery_estimate
+1984,change_pin
+1985,beneficiary_not_allowed
+1986,card_payment_not_recognised
+1987,top_up_failed
+1988,exchange_rate
+1989,top_up_by_bank_transfer_charge
+1990,card_payment_not_recognised
+1991,balance_not_updated_after_bank_transfer
+1992,cash_withdrawal_charge
+1993,exchange_rate
+1994,get_physical_card
+1995,pending_cash_withdrawal
+1996,topping_up_by_card
+1997,verify_top_up
+1998,failed_transfer
+1999,wrong_amount_of_cash_received
+2000,virtual_card_not_working
diff --git a/examples/labeling/twitter_emotion_detection/seed.csv b/examples/labeling/twitter_emotion_detection/seed.csv
new file mode 100644
index 0000000..c68edf1
--- /dev/null
+++ b/examples/labeling/twitter_emotion_detection/seed.csv
@@ -0,0 +1,201 @@
+example,labels
+โWorry is a down payment on a problem you may never have'. ย Joyce Meyer. #motivation #leadership #worry,"anticipation, optimism, trust"
+Whatever you decide to do make sure it makes you #happy.,"joy, love, optimism"
+"@Max_Kellerman it also helps that the majority of NFL coaching is inept. Some of Bill O'Brien's play calling was wow, ! #GOPATS","anger, disgust, joy, optimism"
+Accept the challenges so that you can literally even feel the exhilaration of victory.' -- George S. Patton ๐ถ,"joy, optimism"
+My roommate: it's okay that we can't spell because we have autocorrect. #terrible #firstworldprobs,"anger, disgust"
+No but that's so cute. Atsu was probably shy about photos before but cherry helped her out uwu,joy
+Do you think humans have the sense for recognizing impending doom? ,"anticipation, pessimism"
+"Rooneys fucking untouchable isn't he? Been fucking dreadful again, depay has looked decent(ish)tonight","anger, disgust"
+it's pretty depressing when u hit pan on ur favourite highlighter,"disgust, sadness"
+@BossUpJaee but your pussy was weak from what I heard so stfu up to me bitch . You got to threaten him that your pregnant .,"anger, disgust"
+Making that yearly transition from excited and hopeful college returner to sick and exhausted pessimist. #college,"disgust, pessimism, sadness"
+And it's hard to dance with a devil on your back\nSo shake him off.,neutral
+Tiller and breezy should do a collab album. Rapping and singing prolly be fire,"joy, love"
+S/O to the girl that just hit my car...not only did she get lucky w/ no scratch but also from being spared the wrath of sleep deprived Kait๐,"anger, sadness"
+@bt_uk broadband is shocking regretting signing up now #angry #shouldofgonewithvirgin,"anger, disgust"
+People you need to look up the definition of protest. What you are doing is not protesting is called vandalism. #angry #stop,"anger, disgust, sadness"
+@BitchestheCat Look at those teef! #growl,"anger, disgust, fear"
+Star trek online has a update to download oh fuming yay,"anger, disgust, joy, sadness"
+"The bitter the battle, the sweeter the victory...","joy, optimism"
+i cant stop. i finished - dejected. luckily no one is in the bathroom. so i go to a stall and wait until my pants are dry.,"anger, disgust, sadness"
+@NHLexpertpicks @usahockey USA was embarrassing to watch. When was the last time you guys won a game..? #horrible #joke,"anger, disgust"
+#NewYork: Several #Baloch & Indian activists hold demonstrations outside @UN headquarters demanding Pak to stop exporting #terror into India,"fear, sadness"
+Awareness of time is awareness of time lost. #awareness #time ,"joy, love, optimism"
+Your glee filled Normy dry humping of the most recent high profile celebrity break up is pathetic & all that is wrong with the world today.,"anger, disgust"
+@zorefx you guys will see what i did in the next video but its fucking horrid,"anger, disgust, fear, sadness"
+What a fucking muppet. @jRwild1 #stalker.,"anger, disgust"
+@adamrodricks I like your optimism!,"joy, optimism"
+My cat is bloody lucky the RSPCA weren't open at 3am last night!!! #fuming ๐ก๐ฑ,"anger, disgust, joy"
+@FaithHill I remember it well #happy #afraid #Positive,"fear, joy, love, optimism"
+Autocorrect changes ''em' to 'me' which I resent greatly,"anger, disgust"
+"I mean I'm not done watching the pilot, but it's nice to see a group of actors perform without story lines dripping relentless nihilism.","anger, disgust, joy, optimism"
+@WaterboysAS I would never strategically vote for someone I don't agree with. A lot of the Clinton vote based on fear and negativity.,"anger, disgust, fear"
+@RogueCoder250 We are in so much trouble!! I don't think the Rev will see the funny side of our project. ,"fear, joy, sadness"
+@Jen_ny69 People will always get offended everyone's situation is different! Just because we have kids doesn't mean we have to settle,"anger, disgust, sadness"
+You have to find a way to top yourself. #glee,"joy, love, optimism"
+@Aliki111 Haters!!! You are low in self worth. Self righteous in your delusions. You cower at the thought of change. Change is inevitable.,"anger, disgust"
+#smile every morning to a positive head start with your #clients relations,"joy, optimism"
+I saved him after ordering him to risk his life. I didn't panic but stayed calm and rescued him.,optimism
+@SlaveGuinevere its more of a little prick than a sting .......... but you have to come to Tennessee to get it1,neutral
+@imtarakate Uggh that's really horrible. You're not a bad person by any stretch of the imagination. I hope this person realizes that.,"disgust, fear, optimism, trust"
+All the young people are so bitter about how the older contestants probably know how to make Bakewell Tarts ๐ #GBBO,"anger, disgust, joy, sadness"
+Living with #depression doesn't mean you must be defeated by it\nevery day's a new day and yesterday doesn't decide what today looks like :-),"optimism, sadness"
+"In wake of fresh #terror threat and sounding of alert in #Mumbai, praying for safety & security of everybody in the city #Maharashtra #news",fear
+@TamraBarney @ShannonBeador @RHOC_KellyDodd Tamra would F her up if she swung on Tamra\nKelly is a piece of ๐ฉ #needstobeadmitted #bully,"anger, disgust"
+"He accusd India of HR violations in Kashmir BUT refusd to name India's role in fomenting terror in Pakistan through TTP, BLA & MQM.shame #ZH","anger, disgust, sadness, surprise"
+About 7 weeks till I can pick up my camera again. Though I think there is a group cemetery shoot in october I can make! #photography ,"anticipation, joy, optimism"
+@morgannbroom yes โค๏ธโค๏ธ & cheering homecoming game!,"joy, love, optimism"
+I was so shy freshman year this guy introduced himself to me by asking if I spoke any English,"anticipation, joy, sadness"
+Love is when all your happiness and all your sadness and all your feelings are dependent on another person.,"love, optimism, trust"
+@wabermes The @RavalliRepublic had a good one but then the reporter quit. ,neutral
+@BigLepley @angela31694996 @TheIndigoArrow Want to start a biker gang together when the GTA Online Biker DLC comes out?,"anticipation, joy, optimism"
+@Kristiann1125 lol wow i was gonna say really?! haha have you seen chris or nah? you dont even snap me anymore dude!,"anger, disgust, joy, surprise"
+"Itโs possible changing meds is best not done while under stress. Difficult to tell what part of despair is circumstantial, what is drugs.",sadness
+Ive felt surprisingly gloomy about my bad scouts today :'D but i recognize that it's all just RNG and yeah I didnt spend that many gems,"optimism, pessimism, sadness"
+"im also definitely still bitter about the yellow ranger not being asian, but asian representation in hollywood is essentially a shrug anyway","anger, disgust"
+@mas_critical The irony is that those protesting about this kind of stuff are the Orwellian nightmare they think theyโre fighting against.,"anger, disgust"
+@loismackey_ @Dory nah way that's horrible,"anger, disgust"
+@MaryamNSharif I think just becz u have so much terror in pak nd urself being a leader u forgot d difference btw a leader nd terrorist !,"anger, disgust, fear"
+angel delight is my everything,"joy, love"
+Puzzle investing opening portland feodal population is correlative straight a snorting infuriate: XLzjYhG,"anger, anticipation"
+In dire need of a worship session to just let go of everything,"anticipation, fear, optimism, sadness"
+Brb going to sulk in bed until Friday,"anger, disgust, joy, pessimism, sadness"
+I believe I'm gonna start singing in my snap stories on the tractor. Switch it up a little bit.,"anticipation, joy"
+This is the first time I've been sober on my birthday in 6 years. #recovery #sobriety #sober #soberissexy #sobernative,"joy, optimism"
+Weak people revenge. Strong people forgive. Intelligent people ignore.,"anger, optimism"
+I have a rage rage ep 2 coming out soon I'll keep you posted on it #YouTube #youtubegaming #rage,anger
+"I'm so proud he understands this, he shows love, thought and compassion and it's not done in a clouded way..","joy, optimism"
+Why have I only just started watching glee this week I am now addicted ๐ #glee #GLEEK,"joy, love"
+@Bridget_Delia @originalaubs omg that's terrible,"anger, disgust, fear, sadness"
+"All this from a cigarette burning in Laura's hand, the angle of her chin, the purse of her lips.'(104) Gorgeous transition!@laurengrodstein",love
+"tomorrow will be the last episode of despair arc, so much shit is gonna happen i'm not emotionally prepared...","anticipation, fear"
+"Jorge deserves it, honestly. He's weak. #90dayfiance","anger, disgust"
+Modern family never fails to cheer me up. Especially Phil.,"joy, love, optimism"
+Sometimes I get to sit back and be proud of myself for pleasing Him so well.,"joy, love, optimism"
+Follow me on Snapchat ๐ป Carlabtst15 #snapchat ,"joy, optimism"
+@lemonlover666 'shit' doesn't even begin to describe these fiery little demons straight from hell ๐๐ ;),"anger, disgust"
+It's way too hard not to get discouraged.,"anger, pessimism, sadness"
+@JessicaZ00 @ZRlondon ditto!! Such an amazing atmosphere! #PhilippPlein #cheerleaders #stunt #LondonEvents #cheer,"joy, love, surprise"
+"Somewhere I rd a rpt tht Pakis wr afraid of TSD & asked it 2 shut dn. Congis obliged & exposed it,hounded them.time to revive. #BadlaofUri",neutral
+"Interview preparation, I hate talking about myself, one dull subject matter! #yawnoff","anger, disgust, fear"
+Manchester derby at home ,joy
+"It'd probably be useful to more than women, but I'm dealing with re-reading an article about a woman being harassed on the subway. #concern","anger, disgust, fear, pessimism, surprise"
+"@Girlandlurchers Yep, peeps on here always out to cheer others up! I'm fine, drooling at GBBO x","joy, optimism"
+@JaredWyand Maybe if it was transgender the media would cover it #outrage,"anger, sadness"
+her; i want a playful relationship\nme; *kicks her off the couch*,joy
+Romero is fucking dreadful like seriously my 11 month old is better than him.,"anger, disgust"
+Each day is what you make of it! #goals #challenges #business #goals #success #photographer #photography #ThursdayThoughts,"joy, optimism"
+Since the 'update' my @iPhone loses power nearly 40% faster. ,"anger, disgust, sadness"
+"@KatherineArabis Itโs taken for granted, while the misogyny in the air is treated as normal โ and any angry response to it as pathological.","anger, disgust"
+"All clouded out.\n\n Considering using a camera, 1) star trails 2) eyepiece projection.","anticipation, joy, optimism"
+@KMunie7 @KaranEsch Helluva lot more animated than they were for the actual game >.<,"anticipation, joy, love, optimism"
+@onefumi oh I see. I've seen so many people mourn the loss that I was surprised to see your tweet. I suppose same old here in SA,"sadness, surprise"
+"Anger, resentment, and hatred are the destroyer of your fortune today.","anger, optimism"
+Optimism leads to success. - Bill Kerr @Coach__Kerr #success #optimism #goals,"joy, optimism, trust"
+@SkyUK what a joke!! Cut our internet off early 'by mistake' and then don't reinstate it when we no longer need an engineer ๐ก ,"anger, disgust, sadness"
+"@jimmyfallon @ShawnMendes I'm just a sucker for pine, I wanna rake you up, I wanna pile you down, I'm just a sucker for pine #FallSongs","anger, joy"
+so gutted i dropped one of my earrings down the sink at school,sadness
+The Quarterback' wrecks me every time.. #glee,"joy, optimism"
+"@Montel_Williams If this ban goes through, it will harm so many people, disabled veterans, people who have #chronicpain, #iamkratom",disgust
+"Happy birthday to Stephen King, a man responsible for some of the best horror of the past 40 years... and a whole bunch of the worst.",joy
+โ My courage always rises at every attempt to intimidate me.โ\n-Elizabeth Bennett (Pride and Prejudice)\n#Quotes #Courage #FaceYourFears,"anticipation, optimism, trust"
+"it's still not sunk in that im seeing joe next month, im so grateful and excited shit","joy, optimism"
+"It's a good day at work when you get to shake Jim Lehrer's hand. Thanks, @keratx! Still kicking myself for being to shy to hug @mcuban.","joy, love"
+I'm so bored and fat and full and ridiculously overweight and rolls galore ,"disgust, pessimism, sadness"
+The Sunderland time line is quite funny with all the doom & gloom in facing us and the long trip to us midweek. #whatgoesaroundcomesaround,"joy, optimism"
+"If my luck the rest of Fall goes anything like today, I think I'm going to like this season. #bestdayever #magic #work ","joy, optimism"
+"@happyandbashful Flirt, simper, pout, repeat. Yuck.","anger, disgust"
+"Trumpism likewise rests on a bed of racial resentment that was made knowingly and intentionally, long before Trump got into politics.","anger, disgust, pessimism"
+There's this Bpharm4 guy Eish that guy brings anger into my life. When I see him nje like darkness fills me @RamatsobaneM will know,"anger, disgust"
+Soooo badly want to dye my hair dark but have never been dark before soooo torn ๐ญ๐ญ๐ญ,"anger, disgust, sadness"
+"Tears and eyes can dry but I won't, I'm burning like the wire in a lightbulb",anger
+Nor hell a fury like a woman scorned -- William Congreve,"anger, fear"
+"@icapturpix @DRUDGE_REPORT I agree. This current, ultra-left Democratic party lost a lot of members, including myself. I switched to Repub.",neutral
+@DeltaAssist Tried 2 get earlier flt 2day @BWI Turnd away bcuz it was 2 late Then agent let other pas on #silvereliteleftbehind ,"disgust, sadness"
+@matthew_meadows Since it's a friend of Pereg's I don't want to offend :) #Peace,"joy, optimism, sadness, trust"
+"@antoboyle I so wish you could someday come to Spain with the play, I can't believe I'm not going to see it #sad",sadness
+@VectoneMobileUK The worst customer service and lack of professionalism from this service provider! #phoneprovider #badbusiness ,"anger, disgust, sadness"
+"Val got a little too big for her hiking boots with that bakewell, the little terror #GBBO","fear, joy, love"
+@Myahrissavietta I'm cheery now ๐๐,"joy, love, optimism"
+Bridget Jones' Baby was bloody hilarious ๐
#BridgetJonesBaby,"joy, optimism"
+I had really strange and awful dreams last night. I'd didn't even eat cheese before bed #lovemysleep,"anger, disgust, fear, joy, love, sadness"
+@dublinwaltz bts' ํ์์ฐํ trilogy MV is my all time fav๐ quite gloomy but beautiful as wellโจ,"joy, love"
+Brad Pitt being investigated for child abuse?! this all just got really #dark,"anger, disgust, sadness"
+Watch this amazing live.ly broadcast by @matt.boss #musicallyjh,"anticipation, joy, optimism, surprise"
+should I #start posting #photos?,anticipation
+@JasonMillerinDC @realDonaldTrump Prudence suggests that a 8+% bump over 2-3 weeks should be viewed with SKEPTICISM. Media/HRC axis #angry,"anger, disgust"
+"@DDogsScout 'Oh!' Almost with odd cheerfulness, Big Boss offers: 'Muzzle flash blinding. Accidental by the guy who became my best friend.'","anger, disgust, joy, optimism"
+Thank you disney themed episode for letting me discover how amazing the @BlackishWriters are! #hilarious,joy
+Need a new outlet for #rage,"anger, disgust"
+Watch this amazing live.ly broadcast by @brooks_swaggysquad #musically,"anticipation, joy, love, optimism"
+Rewatching 'Raising Hope' (with hubs this time) and totally forgot how hilarious it is ๐ #HereWeGo,"joy, love"
+@RadioX @ChrisMoyles wow. not heard this in forever. Random but. great #sting #xph,joy
+@PatBlanchfield so you mean โlike Uber but for despair for someone other than the driver',disgust
+@buzzlightbeard2 If you don't love yourself... Honesty is the best policy #smile,"joy, optimism, trust"
+"@healeyraine I'm offended, I actually am","anger, sadness"
+"In my room 101 would go Russell Howard,Tom Odell,Michael Buble!!! #pants #nogood ","anger, disgust, pessimism, sadness"
+Gaaaaaaaad! Should have stayed in London!,"anger, disgust, sadness"
+May the optimism of tomorrow be your foundation for today.,optimism
+@m_giacchino will this be aired on radio or filmed? Lots of fans over the pond too! #wales #lost,"joy, optimism, sadness"
+"@GambinoDeeJay @Linda76Graham @mikeeshy \n\nAnd also, trying to find it on Youtube is a fucking nightmare.","anger, disgust"
+"@TheSandraGal Glad to see that you're having fun in the sun. Water sports are always fun, challenging, and exhilarating. #happiness #beauty","joy, love, optimism, trust"
+@Bungie spent over 2 fucking hours and still can't get that dam SIVA fragment on Fellwinters peak mountain ,"anger, disgust"
+@andreasarahco do you actually heely on campus bc this should scare you,fear
+#GetSmartWithARQ is a smart way to start investing and #whiteicenetwork is smart source 2 #start #skilled #manpower #recruitment for ur firm,"anticipation, joy, optimism, surprise"
+Omg I actually thought she was going to jump. #bully #SouthPark20 #southpark,anticipation
+@STLouis_RamsFan their whole team is limited when they're on the field. ,"joy, optimism"
+"Happy Birthday, LOST! / #lost #dharmainitiative #12years #22september2004 #oceanic815",joy
+"#PeopleLikeMeBecause they see the happy exterior, not the hopelessness I sometimes feel inside. #depression #anxietyprobz","fear, sadness"
+"This night is sparkling, don't you let it go! I'm wonderstruck, blushing all the way home..' #ValerieBot","joy, love, optimism, surprise"
+The current run of superman continues to be a delight! You can feel the love poured into it by everone on the creative team #superman,"joy, love, optimism"
+People who go the speed limit irritate me,"anger, disgust"
+#FF \n\n@The_Family_X \n\n#soul #blues & #rock #band\n\n#music from the #heart\n\nWith soul & #passion \n\nXx ๐ถ xX,joy
+Last @LGCanada product I buy - I promise! Absolutely #CustomerService,"anger, anticipation, disgust, optimism"
+@DaniQays @AJENews ohh.. so here comes sense from terror supporting stone pelting vandalizing ppl who gather b4 protests to announce ...,"anger, disgust, fear"
+@jamiesmart Huh! It's always my fault isn't it >:( #huff #sulk,"anger, disgust, sadness"
+@StarklyDark 'I know you trusted me.' His words were soft as he ignored the anger and focused on the hurt beneath. 'I know I screwed up.' --,"anger, disgust, sadness"
+@HMiglino @CParks777 @Coco_Wms @bodyfit67 @TruthEqualsFact @politicususa I have never been more anxious of a election in my lifeโผ๏ธ ,fear
+"@Johncrookshanks 'Elizabeth Smith!' She said with a cheery smile 'Pleasure to meet you, sir! Where have you travelled from?'","anticipation, joy, optimism, trust"
+My fav #movies are #horror but they don't make them like they used too. Haven't seen a great one in years,"disgust, sadness"
+"James: no 500k, no 50k, no 25k, no 10k. You fucked up. #bb18 #bitter #shouldofVotedforNicole","anger, disgust, sadness"
+I'd like to bridge the divide between Right and Left Twitter and say that the new Tweet truncating thing is fucking awful.,"anger, disgust"
+@AzyraiZelo I am shy xD,"fear, pessimism, sadness"
+After what just happened. In need to smoke. ,anger
+@ATrumping hahahahahaha!! Oh gosh. You are hilarious. A black man trying to keep racism alive. Get out of here man.,"anger, disgust, joy, optimism"
+Joes gf started singing all star and then Joe got angry and was all sing it right and started angrily singing it back at her,anger
+Chris ate all my mac n cheese so imma eat all his taffy #revenge,"anger, disgust, joy"
+"@JohnDotWhite I remember its heyday, but these ladies range in age from, I'd say, mid-30s to early 70s.","anticipation, joy"
+@BuzzFeed so this houses will get into my instestines and scare my poop and I'll shit my pants?,"anger, disgust, fear"
+I came to work for no reason ๐ฉ๐ซ\nI could've stayed in bed,"anger, pessimism, sadness"
+That old lady is cray cray #scared #BellaIsSoCute #awe #Empire,fear
+@MatherFamilys @SDICenter @CAllstadt \n\ndo REDNECKS intellectually intimidate you and force you to be their dancing clown?,"anger, disgust, pessimism"
+hi my names anxiety and i have shaun,fear
+"Sometimes I like to talk about my sadness. Other times, I just want to be distracted by friends, laughter, shopping, eating... \n\n#MHChat","disgust, sadness"
+Noooooo @GBBOUK without #MaryBerry will be #awful #endofanera going 2b so #lost @Channel4 have bought a #lameduck there #notallaboutthemoney,"anger, disgust, pessimism"
+"Ha! @mquirk @joshuahoodbooks Got your book after our 'meeting' at the Starbucks in NOLA. If Josh says it's terrific, I'm all in.","anticipation, joy, optimism, trust"
+"On the bright side, my music theory teacher just pocket dabbed and said, 'I know what's hip.' And walked away ๐๐ญ",joy
+"@Cpt_SRogers_\n'Well it can go one of two ways. You either get over it and accept it, because it's not going to change, or you mope about --","anger, anticipation, disgust"
+"#PeopleLikeMeBecause they see the happy exterior, not the hopelessness I sometimes feel inside. #depression #anxiety #anxietyprobz","fear, sadness"
+Morning all! Of course it is sunny on this Monday morning to cheerfully welcome us back to work.:),"joy, optimism"
+#ThisIsUs has messed with my mind & now I'm anticipating the next episode with #apprehension & #delight! #isthereahelplineforthis,"anticipation, joy"
+"Although this war will be under the guise of combating terrorism it will in fact be a war against poverty, ignorance and just stupidity.","anger, disgust, optimism"
+God we need a new goal keeper! Theyโre both horrific.,"anger, disgust, pessimism"
+@maggyvaneijk Old age?! No hope for the rest of us. Destined to become deatheaters by 50 #nightmare,"fear, sadness"
+"@asda if I wanted GREEN POTATOES, a bottle with the tag still on, plus soaking wet items delivered - I'm winning today-sadly I didn't ","pessimism, sadness, surprise"
+"Everybody's worried about stopping #terrorism. Well, there's a really easy way: stop participating in it. - Noam Chomsky","fear, optimism"
+wow almost all the T-Mobile stores in San Diego are out of Note7 replacements #sadness I need to get mine replaced,"pessimism, sadness"
+I am worried that she felt safe. #unhappy,"fear, sadness"
+@DaltonRapattoni sadly i have to go to bed now don't announce anything while i'm gone thank u i love you,"joy, love, sadness"
+"I look at some of the average players that play at the min and pine Nani, Rafael , RVP ,","joy, optimism"
+#ahs6 every 5 minutes I've been saying 'nope nope I'd be gone by now.' 'MOVE' or 'GTFO' so thank you for the ,anger
+"@Nikhilv95 @LydiajaneF I wish, I really, truly wish, that I had just a modicum of your banter. ","anticipation, joy, optimism"
+HUGE CONGRATULATIONS TO NICOLE WINNING BIG BROTHER 18! @BBNicole #BB18 sorry not sorry #bitter #bbmichelle,"anger, disgust, joy, optimism"
+Nothing worse than an uber driver that can't drive. #awful,"anger, disgust"
+"Leave it on there, rule,nimber 1 of carpet cleaning!!! #furious #worsethananatomicbomb #accidentlyspillbeeronthecarpet","anger, disgust"
+Said it before and I'll say it now: America is really fortunate that black people only want equality and not revenge.,"anticipation, joy"
+@RIPPoohSavage u know ion play that shit bout my weary brother,"anger, disgust"
+@Gielnorian @HedonismGaming cmode grimrail made me want to eat angry bees,"anger, disgust"
+Happy Birthday @Brooke56_56 #cheer #cheerchick #jeep #jeepgirl #IDriveAJeep #jeepjeep #Cheer,"joy, love"
+"@Casper10666 I assure you there is no laughter, but increasing anger at the costs, and arrogance of Westminster.","anger, disgust, fear"
+Why are people even debating on race inequality within our justice system like it's non existent? They're just trying to aggravate us.,"anger, disgust"
diff --git a/examples/labeling/twitter_emotion_detection/test.csv b/examples/labeling/twitter_emotion_detection/test.csv
new file mode 100644
index 0000000..7869331
--- /dev/null
+++ b/examples/labeling/twitter_emotion_detection/test.csv
@@ -0,0 +1,2001 @@
+example,labels
+@Adnan__786__ @AsYouNotWish Dont worry Indian army is on its ways to dispatch all Terrorists to Hell,"anger, anticipation, optimism, trust"
+"Academy of Sciences, eschews the normally sober tone of scientific papers and calls the massive loss of wildlife a โbiological annihilation",disgust
+I blew that opportunity -__- #mad,"anger, disgust, sadness"
+This time in 2 weeks I will be 30... ๐ฅ,"joy, sadness"
+#Deppression is real. Partners w/ #depressed people truly dont understand the depth in which they affect us. Add in #anxiety &makes it worse,"fear, sadness"
+"@POLITICOEurope Interesting choice of words... Are you confirming that governments fund #terrorism? Bit of an open door, but still...","anger, disgust, fear, pessimism"
+"@ananavarro CNN should, for sure ๐","joy, optimism"
+Distance yourself once stretched by your friends impose! #serious #loveyou #notseriously,love
+Be happy. Be confident. Be kind.\n\n #KissablesLoveSMShopmag\nAllOutDenimFor KISSMARC,"joy, optimism"
+My visit to hospital for care triggered #trauma from accident 20+yrs ago and image of my dead brother in it. Feeling symptoms of #depression,sadness
+Thanks to Dollis Hill's relentless and tenacious PC Leach and colleagues!,"joy, optimism"
+@xxBambsxx @OriginalFunko @AshWillBradley @Elliewhitt123 I've retweeted and followed #good luck @AshWillBradley @OriginalFunko,"anticipation, joy, optimism"
+@MPSNutrition Welcome to #MPSVT! We are delighted to have you! #grateful #MPSVT #relationships,"joy, love"
+What makes you feel #joyful?,joy
+"Bitter afternoon,no sweetness at all #Lenovo","anger, disgust, pessimism, sadness"
+Some people just need to learn how to #smile ๐ and #laugh ๐๐ #live #life,"joy, love, optimism"
+We are all in this together and we #sink together or we #swim together,"anticipation, joy, optimism"
+Life will be more #beautiful when you start seeing things differently.,"anticipation, joy, love, optimism"
+i am revolting.,"anger, disgust"
+"Rin might ever appeared gloomy but to be a melodramatic person was not her thing.\n\nBut honestly, she missed her old friend. The special one.",sadness
+"wow, i really can't believe four years already went by. four years. jeez. we miss you big guy #4yearswithoutcory #corymonteith #glee","joy, sadness, surprise"
+@rtenews ...middle class may sink without further struggles into the working class where we belong... George Orwell 1903-1950,"anger, disgust, pessimism, sadness"
+Remember watching a talk show for class 1 day about the Charlie Hebdo aftermath.. guests had a lively debate over religion/free speech.. 4/x,"joy, optimism"
+All I can hear from the other room in my house is my brothers very seriously discussing the changes that need to be made to the ,neutral
+@AAnworislam59 Happy birthday #beautiful pussy,"joy, love, optimism"
+In need of a change! #restless,"fear, sadness"
+@ShadGandel i'm glad that despite my weeks of being MIA we can still talk about the most idiotic shit\n\nTURN AROUND BRIGHT EYES,"anger, joy"
+@mattsamatt @jasonosia #cmbyn does screen August 4 & 6 at #miff,"anticipation, sadness"
+@FS1 Get Donovan out of your soccer booth. He's awful. He's bitter. He makes me want to mute the tv. #horrid,"anger, disgust"
+@PUBATTLEGROUNDS how can u have sold so many copies but ur game has so many fucking bugs and mad lag issues. Optimize ur shit soon. ,"anger, disgust"
+Sadly I do not have a garden so I watch just for Nigel and Nellie #beautiful #gardenersworld,"anticipation, joy, optimism, sadness"
+Pressured. ๐ฆ,"disgust, fear, sadness"
+Yes #depression & #anxiety are real but so is bein #grateful & #happiness \nI choose how i wanna live MY life not some disorder,"disgust, fear, sadness"
+"People who say nmu are the worst, something has to be going on, tell me I wanna know bout your life that's why I fucking asked, I care ๐ค",anger
+"@RichardTBurnett The hatred from the Left ought to concern everyone----who wants a police state-the left, so than can spy on all of us.","anger, disgust"
+@AGT #shocking loss of talented young man#prayers#pray for his family,"fear, love, sadness"
+Its #amazing watching various news outlets showing mixed crowds of ppl watching #Eclipse with NO #racial tension.. #MSM can't hide this!,joy
+"That moment when people say you don't need medicine, it's mind over matter. You need to stop doing that. #bipolar ","anger, disgust"
+im back lol #revenge,"anger, joy"
+@wine_mum_ @Bob_Lawblaw Please. Don't insult Goths.,"anger, disgust, fear"
+@BB19Rewind What an F'ing liar ,"anger, disgust"
+@hitRECordJoe Rectify: a man must rediscover life after being released from death row for a crime he may/ may not have committed. #brilliant,"joy, optimism"
+May or may not have just pulled the legal card on these folks. #irritated,"anger, disgust"
+If I'm talking about the Asian world. Club life.\n\nI'd probably say I might resent dorks. Or like less popular. I don't know the word.,"anticipation, disgust, surprise"
+"Me: 'I miss your personality,will it come back?' Him: 'I'm sorry.I'm me. You be you.' #Sad #depressed #longdistancerelationship",sadness
+Comparing yourself to others is one of the root causes for feelings of unhappiness and depression.,sadness
+@ChelseyyH Hope your first shift back isn't too grim chicken x,"anger, optimism"
+"@ARnews1936 @kdsats72 Americans do not spank their children, and they are a God fearing people who knows the biggest sin is hypocrisy.","fear, optimism, trust"
+"@breakoutEDU,@GooseChase, pirate style witnessed across the district!@burgessdave #backtoschool #engaged #tlap #LeadLAP #genoastrong",anticipation
+The only upside to being deathly ill this week is that I've gotten better at taking pills. #optimism,optimism
+"and you start to think that your new found home will be yours forever, with no threat in sight, until something or someone comes along...","fear, pessimism"
+I'm gonna start crying and i can't fuck,"anger, sadness"
+"Fear not @lisajnc1951, God is with you, don't be discouraged, for He is your God, He strengthens and helps you at all time. Is 41:10","joy, optimism"
+Favorite character who's name starts with the letter M?\n #Prisonbreak5 #The100 #GreysAnatomy,"anticipation, joy"
+"The bathroom sink just spat a spider at me. I turned on the faucet, and a sizable spider flew up out of the drain. #spiders #fb","disgust, fear, surprise"
+Today's ECLIPSE was a warm fuzzy for the entire country. A GIANT GROUP HUGโค๏ธ๐๐#EclipseSolar2017 #repair #smiles,"joy, love, optimism"
+I'm so nervous I could puke + my body temp is rising ha ha ha ha ha,"fear, joy"
+@julyxnthegreat i hope so too.... โน,"fear, optimism, pessimism, sadness"
+I cannot see a rational way of bearing a grudge to him for that. I do not. Maybe because I do not live by Netflix and I do not care...,"anger, disgust"
+And let the depression take the stage once more ๐,"pessimism, sadness"
+I love swimming for the same reason I love meditating...the feeling of weightlessness. ,"joy, love"
+@LeaMichele We miss you all with you Lea โค๏ธ๐ #glee,"joy, love, sadness"
+@AutoBant Is it just me that thinks it looks boring? ,"disgust, pessimism, sadness"
+",, The solar eclipse was really cool.. #inspiring!",joy
+@Monarch Really??? I've had to hang up! ,"anger, disgust"
+i would start my process now but i'm too busy enjoying this self hatred wave I'm on,"anger, disgust, fear, pessimism, sadness"
+When Jim Sheridan is standing next to you and you don't say A WORD!!! #facepalm #tonguetied ,"anger, disgust"
+"@AudaciousBrute_ -- can handle myself.\n[Carl yelled back in fury, blood smeared across his face and clothes. Still holding onto his --",anger
+@shedboy23 @fhathast_tha there was a fair bit of raging folk last night... something to do with pension day?,anger
+"@realDonaldTrump No #racism, no #hatred , no #sectarianism ... Only yes to love","love, optimism, trust"
+@PlumRemson Sorry to offend. Just using some different levels of communications. I hear memes are popular in your circles.,anticipation
+irate because i broke my arm and had to sit out during the games 2017-07-11 17:46:15.109 ; Two wrongs dont make a right,"anger, sadness"
+sleep is and will always be one of the best remedies for a tired and weary soul,"anticipation, optimism"
+"@Topshop where is my order? Placed on Monday via express delivery, yet no sign!!! #annoyed #hurryup Your customer service queues are #awful","anger, disgust"
+yukwon no video do zico the world is shaking,"fear, sadness"
+Obama and Biden would have watched the #Eclipse2017 together and Pete would have shared an awesome photo of them in their glasses. #cry,"anger, anticipation, disgust, pessimism, sadness"
+"BUT, I have offended so many people with the idea that conflicts and value judgments are separate that we need to have a talk.","disgust, optimism"
+Tweet at me some cool #madden clips u got,"joy, optimism"
+Any girl want a load? ;) dm me #horny #cum #snap #dmme #cumtribute #cocktribute,anticipation
+@SandraOldfield I LOVE the comics! #hilarious,"joy, optimism, surprise"
+"Still no word yet, on wether I still have a job at the hospital I work at. Deletion notices come out soon. #stressful #upsetting","anger, fear, sadness"
+"There's no one right way to live life but: be kind, be genuine, be honest, be open. #Love yourself & #laugh often. #Mindfulness @HealingMB","joy, love, optimism"
+"'if you really want something and you do nothing about it,you have no right to pout around if you don't get it.Kasi 'di ba you did nothing?'","anger, anticipation, disgust, optimism"
+I need to start doing something with myself. #lazy ,"disgust, optimism, pessimism, sadness"
+@Bell - spelled exactly how it makes you feel 'better eat land line'. Talking to my mom this week has been impossible. #goodservice #rage,"anger, disgust"
+"@20committee John, what do you make of DJT's silence? He would usually be foaming at the mouth right now. Maybe he's constipated.","anger, anticipation"
+Only in #whitehorse do you see a hubcap going down 2nd ave all by itself #yukontumbleweed #yukon ,"surprise, trust"
+@Alibenzkr @floatingboat Memento ending ๐,"joy, optimism"
+@muqryyy happy birthday machaaaa ๐๐๐ stay awesome and murah rezeki selalu ๐๐ป,"joy, love"
+"When you should be working, but you're shopping amazon prime deals instead... ๐ฆ","anger, disgust"
+Meditation is taking out the garbage. Tuning out the thoughts we don't need. Embracing our true self. #yoga #love #smile,"joy, love, optimism"
+Karma is real bitch ๐๐ผyou can't just be mean and do horrid things without paying the price ๐,"anger, anticipation, pessimism"
+@ReporterLaurenB @Examiner Agree with @Examiner or you are of a lower intelligence would be your message there then? #dreadful,"anger, disgust, fear"
+@RealJamesWoods Rumor has you are #wellendowed #awesome! Truth is you are a #big ๐ฒ #notsomuch so you know a bunch of #gaypeople #sowhat,"anger, disgust"
+Note to self: Donโt get discouraged by what youโre going through. Your time is coming. Where you are is not where youโre going to stay.,"anticipation, optimism, sadness"
+"IK to PMLN: 'Darling, I will haunt you in your nightmares, dressed like a dream.' BEST THING EVER. #GameOverNawaz","fear, joy"
+OMG we're eating drinking in a restaurant and so is a baby!!! Quell horror #YummyMummiesAU,"anger, fear, surprise"
+๐๐คค๐๐คค๐ #foodie #yummy #halalfood \n(twitter saw,"joy, optimism, surprise"
+hello phy6 i'm stressing over u ayuku na??ยฟ โน,"fear, sadness"
+"There are parts of you that wants the sadness. Find them out, ask them why","pessimism, sadness"
+Are you always looking for quotes of your days? Then follow @kettlewell to learn more!\n #quote #doubleviz,optimism
+"@charliekirk11 @DonaldJTrumpJr Little Donnie is heading to jail, rejoice.","joy, optimism"
+#Bible reading today shows us the Lord has done #great things for us & we are glad. Our mouth is filled with #laughter & tongue with singing,"joy, love, optimism"
+psa: if you read while you're laying out you sort of forget about the boiling sun and the sweat poring down your face ๐,"anger, disgust, optimism"
+@namivague huhu kak help me through all of this ,"anticipation, pessimism, sadness"
+i'm actually trying to find excuses to go out after interaction day on friday but i'm afraid that my mom will scold me even more lol,fear
+Dear Emma its my honor to communicate with you directly kindly give me this tremendous opportunity to chat via Whats App 00966504634031 thx,"joy, optimism"
+Super excited and Counting down the hours until I see @Pink tomorrow night!!! #awesomeness ๐,"anticipation, joy, optimism"
+Let's start all over again.....\n#feels #lover #happiness #loyalty #truth,"joy, love"
+Beyond disappointed with @HeidiSomers clothing line and service. Lulu never asks questions about returns. Not getting money back. #horrible,"anger, disgust, sadness"
+"Earth's sixth mass extinction event under way, scientists warn **basically caused by Islamic Muslim terrorism which Obama dem- rats back*","anger, disgust, fear, pessimism"
+Some days I feel like I'm going to accomplish everything I've ever dreamed. Today is not one of those days #nomotivation #rainyday #gloomy,sadness
+That was spooky! One of those water big roaches was crawling on my back. #terrible,"disgust, fear"
+"Keep a relentless eye on your goals! Perseverance, joyful dedication, and unwavering focus will get you @AmyLeighMercree","joy, optimism, trust"
+When @Jaclynhill and @JeffreeStar snap chats get you through the day w/ their words of inspiration #blessed โค๏ธ๐,"joy, love, optimism, trust"
+"For every one concept I try to cram into my brain, I feel like I'm pushing out three. #panic","fear, pessimism, sadness"
+โThe #optimist proclaims that we live in the best of all possible worlds; and the #pessimist fears this is true.โ ~ James Branch Cabell,"optimism, pessimism"
+@OddNMacabre I Definitely would go the Elm Street way!! More #horror right!?๐,"fear, joy, optimism"
+Red Sox fans are #mad #onhere - it's almost like their All Star relief pitcher and 1st baseman both left with injuries in this game ๐คท๐ปโโ๏ธ,"anger, disgust"
+She gave me a serious fright #scared #loveMyCat,"fear, love"
+๏ปฟmy phone is oppo. but its alway oppocot ๐ those who always startle will know what i mean,"anger, sadness"
+#My #Mind is free of all aspects of #fear and #pain & talk with me to produce #positive thought.\n#affirmation #thought #focus\nPlease retweet,"joy, optimism"
+"Woke up in a great mood, ready to get back to work ๐ ","joy, optimism"
+@LisaCim @AcaciaEvans This is the best picture I have ever seen! #beautiful #happy,"joy, love, optimism"
+@Daily_Express He suffers with depression again right wingers treat people with depression as lazy or filthy #ToryBritain,"anger, disgust, pessimism, sadness"
+@dtptraffic - @MCDdelhi has occupied one full lane for toll collection permanently resulting in traffic snarl everyday on UP Link Road,"anger, disgust"
+"I've never been happier. I'm laying awake as I watch @stolenmcments sleep. Thanks for making me happy again, babe.","joy, love"
+All these David Brooks sandwich tweets are much-needed comic relief. #hilarious #sopressatta,"joy, optimism"
+Trere should be more meet cute ccenes where beautiful young people accidenta.ly.start eating the same cruller.,"anticipation, joy, optimism"
+Take #photographs of life and write them in #journals #motivation #inspiration #life #love #inspire #smile #quotestoliveby,"joy, optimism"
+'Total Lunchgarden' is a grim insult,"anger, disgust, sadness"
+I wish for my Powers be multiplied and the Insight that I had into their understanding be made clearer #joy,"joy, optimism"
+@maltsphere @politically_cor @PrisonPlanet @DonaldJTrumpJr There can be no true despair without hope. Isn't that what you're looking for?,"anger, disgust, sadness"
+#Overheard: 'I don't really like dogs.' I DON'T FEEL SAFE IN THIS PLACE. Clearly a hostile environment! #bigly #covfefe #TrustNoOne,"anger, fear"
+@lukeWHC09 Hahaaa! Was fuming with that ๐๐,"anger, disgust"
+"@Haven check in is a pop up stall next to arcade, 2 staff, no alphabetical organisation and an hour long queue.... #greatstart #crap #bored","anger, disgust, sadness"
+"Hailing from Izu Beach, a sparkling โ
TWINKLEโ
star, it's the newcomer everyone's been waiting for, Yohaneโช","joy, love, optimism"
+Premier League Teams should fear next seasons Arsenal's XI. #coyg #afc,"anticipation, disgust, fear, trust"
+@izs @npmjs It'd be #awesome if we get emoji ๐๐๐๐support in #npm readmes. Readmes shouldn't be that serious. @github has it and it's #fun.,"joy, optimism"
+@Rinoa11 lel I already know the whole plot dont worry I would have warned you :D man... Cid tho... That bitch slapped Gabranths hand away,"anger, disgust"
+"Youth an embarrassing unavoidable affliction, thankfully temporary. (altered sentence from New York Times book review)","anticipation, joy, pessimism, sadness"
+They promised I would go blind but I still got 20/20 ,"joy, optimism"
+@01mattwhite @Football__Tweet @DeadlineDayLive That's brilliant ๐ The music makes it,"joy, optimism"
+"Amid gloom in IT sector, ATCS expands India operations","joy, optimism"
+Cleaning my coffee wear with decanter balls is so therapeutic. #sparkling,"joy, optimism"
+"Aw, bummer. @WckdLbrn (Maura Rankin) blocked me for calling her out as a #bully. Some people just #CantHandleTheTruth, can they?","anger, disgust"
+@SnoopDogg is the man ,"joy, trust"
+"Gorkas is angrily unhinged, &lecturing CNN on what?they should cover demanding they go after Hillary Clinton instead of Trump.",anger
+"Request MRI 2 years ago, Neuro only requested last year, I'm still waiting on appointment #mssucks #healthcareFail","anger, disgust"
+Snorkel time #fury key west,"anger, disgust, joy, optimism"
+@tonyposnanski @realDonaldTrump a serious character flaw. Nowhere close to @POTUS44,"anger, disgust"
+@NikkiWoods Start where you are. Use what you have. So what you can. AND do it with a #smile and #confidence. โค,"joy, optimism"
+"Driving down the thruway,pantless. #breezy","joy, optimism"
+"'I have a problem with authority.'\n\n'Oh, you mean you hate being told what to do?'\n\n'No. Authority figures just terrify me.'\n\n#SocialAnxiety","anger, disgust, fear"
+@RazdanNidhi Improve on the makeup dear to avoid reduction in viewership... ,"pessimism, sadness"
+"Ground control to Captain Tom, eclipse was mind blowing #solareclipse2017 ","joy, optimism, surprise"
+Lmao nah give that bitch a show ๐ she on her high horse and still miserable ๐๐๐,"anger, disgust, sadness"
+omg i'm soooo fucking fuming,"anger, disgust"
+"- Due to the historically long bond between dogs and humans, dogs have evolved to understand human laughter. #FeelAlive","joy, optimism"
+@thetimtracker Saw last nights vlog. Sorry bout what u guys went through this weekend. Just glad u r doing better! Happy car shopping.,"joy, optimism"
+@TheSarahFader I don't even log on sometimes. ,neutral
+Pages like AjPlus profit off our outrage... they serve no purpose other than to show us shit that pisses us off. Don't need that negativity,"anger, disgust"
+@jaden_lindner If I acquire a deadly scowl like that I'm going to be pretty happy to be old,"joy, optimism"
+@Aajijie Dont it'll hurts ๐ฆ i prefer hugs hehe xoxo,"joy, sadness"
+got a channel on my Roku which has 24/7 Invader Zim playing. ,"joy, optimism"
+"@oliverdarcy yes, it's awful :(","anger, disgust, pessimism, sadness"
+Anytime I start getting sad about the fact that I might die alone I just look at how miserable 90% of my married friends are.,"disgust, optimism, sadness"
+How odd to watch a mortal kindle\nThen to dwindle day by day.\nKnowing their bright souls are tinder\nAnd the wind will have its way.,neutral
+Trying my hardest not to curse people off. I look annoyed for a reason don't tell me to smile bitch!,"anger, disgust"
+@whounfollowedme - I'm #very #glad to see You in my community !,"joy, love, optimism"
+@fredonair I always laugh during horror movies,"joy, optimism"
+@cnn please get Sebstian Gorka off of my tv. The whole trump admin. needs to stop deflecting by talking about Hillary. #awful,"anger, disgust"
+@Afi_licious I have at 7am so I have to get up around 5am to get ready! N also 7am classes are never pleasant ๐ญ,sadness
+@WYP_FizAhmed Couldn't have delivered without you @WYP_FizAhmed - #inspiring #partnership #women,"optimism, trust"
+"โLet us not become weary in doing good, for at the proper time we will reap a harvest if we do not give up.โ\nGalatians 6:9 NIV",optimism
+@mrsebastian696 @Twitter HAPPY BIRTHDAY!! :D,"joy, love, optimism"
+First pumpkin coffee of the season this morning! Thank you @DunkinDonuts for an automatic good day! ๐ #ecstatic #pumpkineverything,"joy, optimism"
+I need words of encouragement right now ๐ฅ,"anticipation, joy, optimism, pessimism, sadness"
+omg they said kyungsoo looked gloomy and his instant smile after that i'm melting,"joy, love, trust"
+"@J_UGO_ @TopPlanet63 Vestiti Black and White, stile blues Brothers",neutral
+2 followers until 420? This should be easy. #bot #moneygiveaway #freemoney #blessing #free #money #likes #payday,"joy, optimism"
+"the man was staring at him intensely, not smiling but not frowning either. just looking at him. 'you should sleep some more' the man says",neutral
+"Honestly, with all I've been through, I know I'm the strongest person. \nEmotionally tho ๐\nCoz small blow and I'm in a pool of tears.","joy, optimism, sadness"
+Exited for my 3 week #trip. Sadly I wonโt be able to make any music #crying,"joy, sadness"
+@geoffschwartz agreed but it had tessie by dropkicks playing outside of gameplay. #awful,"anger, disgust, pessimism"
+@LATMultilingual #whattheworldneedsnow indeed; #laughter #fun #smiles #joy. #VanBiennale team are already in the mood!,"joy, optimism"
+@BellinoNBC @FSMBlitz @bustedcoverage FYI speed trap on I-75/I-475 NB.Changes to 50 Mph . Slow down or receive a $120 ticket in mail! #angry,"anger, disgust"
+'If I allow my worry to consume me - all that I worry about will be given the opportunity to manifest.' ~ #Eleesha แฆ #quote #worry #trust,"optimism, sadness, trust"
+Love getting them calls ,"joy, love, optimism"
+"When a person can no longer laugh at himself, it is time for others to laugh at him. Thomas Szasz #humor #merryheart #just ","joy, optimism"
+"Honey, you hurt me the way the sun touches my skin today #Sinatra\n\n#quote #success","anger, disgust, love, sadness"
+"@Transition My perception of J culture is that they would be torn between the ritualistic act, and the indignity of the experience :-)","anticipation, fear, pessimism"
+Dro is everything to me ,love
+"@morrgancatt you dont have a bad smile at all, you should smile more often and share your smile with all your fans","joy, love, optimism"
+My heart is so happy I want to explode. โค๏ธ๐ฅ,"joy, love, optimism"
+@matthewpouliot Wow-he had sooo much talent. #glad he is still playing,"joy, optimism"
+love to see them interacting ๐ธ๐ #itsbeensolong #laughing,"joy, love"
+"@DJVigilanteSA Don't fret! Twitter is here to ensure that I swear on 'em, without a civil war!!!","anger, disgust, fear, optimism"
+@topnotch200 I don't know my mouth was burning the whole time,"disgust, sadness"
+"@PreetBharara โAsk,โ lol. Looks like gene pool on male side of Trump family #sadly lacking.","anger, sadness"
+A woman is sterilised because she is certain that she doesn't want children. What exactly is there to discuss? ๐ #LooseWomen,"anger, disgust"
+@billjoehughes Sounds delightful ๐
,"joy, love, optimism"
+"Not only was @ReignOfApril and @deray responsible for the unnecessary outrage of this movie, but made the director @mattreevesLA look bad","anger, disgust"
+Accept the challenges so that you can feel the exhilaration of victory. \n-- George S. Patton,"joy, optimism"
+"This the way I rage, \n\non sum wopstar shit โญ๏ธ","anger, disgust"
+"@adgpi @NorthernComd_IA It is a grave #provocation 2 #Jawan #Martyr Plz ensure 20 #jawans killed Across LoC,Govt Says Army given #FreeHand?","anger, fear, sadness"
+"@allthestations Don't worry, no more Pacers by the time you get to Scotland. :D","joy, optimism"
+"@TEN_GOP @Dj_MadArab outlier fail. Btw, nothing to see here ๐","joy, pessimism, sadness, surprise"
+#happy #birthday #day trip #great day #super nice weather #blue sky #good mood #fun #love #ice cream #lycklig #fรถdelsedag #รถland,"joy, love"
+"I don't know what to say. I'm so tired rn. Maybe one more time, and I'll burst out of anger.","anger, disgust, sadness"
+@titsjpeg Yeah funny and sexy ๐,joy
+"#nokia6 announced in US after India., still its available there..and in india waiting since ages. #bad @nokiamobile #disappointed","anger, disgust, pessimism, sadness"
+My daily actions are congruent with my big goals. I feel incredible about myself. #goals #success #justdoit #happy #enjoy #life,"joy, love, optimism"
+Anybody else getting furious about all the ads / articles filled with #WalkingDead & #GoT spoilers? #mad #furious #sad #SpoilerAlert,"anger, disgust, sadness"
+#depression is a condition which will affect an estimated one in five of the population at some point in their lives,"disgust, fear, sadness"
+"@chuckwoolery I Feel sick reading this, when does it end? #dread #civil war? #sad","disgust, pessimism, sadness"
+Life is a #blessing,"joy, optimism"
+@abpnewstv @narendramodi What action is the government contemplating to apprehend the culprits? Condemning the incident is not enough.,"anger, disgust, sadness"
+@Villesportslaw You are way late to the party my friend. We were all over this yesterday... #hilarious,"joy, optimism"
+@_Nafami_ ๐ He looked like a sea weed version of cousin IT from adams family and was reaaaally tall.,"anticipation, joy, surprise"
+@Orin_Atlantis 'I am much more cheerful when you are around',"joy, love, optimism"
+how i drink two 40s and im still somewhat sober ?,"joy, surprise"
+"@FoxHedgehog @guardian I was too. Should've written in, but can't help wonder if this was reaction they wanted - righteous indignation!?","anger, pessimism, sadness"
+Oh Canada ๐จ๐ฆ shouldn't be sung like that. #terrible #MLBTHESHOW17,"anger, disgust"
+"@Sceptic_1985 I think we underestimate them at our peril. IMHO Bannon, Ryan, McConnell, ect. will accomplish terrible things if allowed to.","anticipation, disgust, fear, optimism, pessimism, sadness"
+"I think about you when I'm drunk, but can't stand the thought of you when I'm sober.","disgust, pessimism"
+These restless nights and early mornings aren't good. ๐ซ๐ช,"anger, disgust, sadness"
+We really need a strong action against this #AmarnathTerrorAttack !\nThis is really high time!\n\n #sad #frustrated ,"anger, disgust, sadness"
+@BroxtonDaniel I love you more than anything. I'm so glad we're able to make each other so infinitely happy๐,"joy, love, optimism"
+@Bombardier Joyeux anniversaire / Happy birthday Bombardier Inc. :),"joy, love, optimism"
+Mima tremendous at bringing the noise.,joy
+@FuthieMasina Lol nah u subscrib 4 R60/pm. N pay R3 each day thus anada R90/pm. Lol stream n use de app using ur data. #smiles,joy
+"Damn twitter making everybody mad, it's hilarious ๐",joy
+this #overcast #cloudy #rainy weather makes me #lazy #glum and #sad,"disgust, pessimism, sadness"
+this person hasn't uploaded episode six or seven of the lodge and i'm ,"anger, disgust"
+Instead of working on not offending others I wanna work on learning never to get offended. Life's to short to live on a fence #offense,"optimism, sadness"
+I'm a proud father to a mustache #babystache #adorable #newborn,"joy, love, optimism"
+@eavesdropann My pleasure my dear. ๐,"joy, love, optimism"
+@LovinUnited That'll be Madrid throwing a huff over Morata and De Gea. Fuck them,"anger, disgust"
+I think #Saudis are responsible for most of the #islamic #terror in the world. Both with their #Wahhabism and by financing terrorists โฆ,"anger, disgust, fear"
+๐ #love #instagood #photooftheday @top.tags #photoeveryday #cute #picture #beautiful #followme #happy #follow #fashion #pic #picoftheday,"joy, love"
+Of course I've got a horrible cold and am breaking out 2 days before grad ๐๐ผ๐๐ผ๐๐ผ๐๐ผ๐๐ผ,"disgust, fear, sadness"
+@realDonaldTrump @foxandfriends You are a man after God's heart and I am proud that you are my president. #BlessedAndGrateful #awesomeness,"joy, love"
+"@cragget @adamliaw if I catch you making tea with water boiled up to 100 degrees, there will be dire consequences","anger, disgust"
+@ghenesnowdon @NoOneGOT2 @MochaUson Exactly because of their #FiatLoserIdiotAquinoFollower,"anger, disgust, joy"
+"May you find your #center the peace of your #soul, joy in your #heart #understanding in your #mind. This is my #blessing & #prayer for you.๐","joy, optimism"
+@xysist Wise you mean? ๐
,"anticipation, joy"
+"@inseopirit LOL, I never got to that part actually :) ICSYV is a great show, isn't it? Tears and laughter.","joy, love, optimism"
+7. I have alot of opinions about alot of things. I just dont say it because i'm gonna 'add insult to injury' โบโน,"anger, disgust, pessimism, sadness"
+@RiggsBarstool big revenge guy,"anger, anticipation"
+Remain attached to God during your happiness and during your sadness.,optimism
+"@tabby313 Jen, awful funny how the tide has turned on this show! I am elated and amused! Goes from love fest to oh we have collusion!",joy
+Odd watching #Antifa extremists going full spectrum to become Fascists\n\n#Violence #Hate #angry #Clueless #YOUTH in mom's #basement come out,"anger, disgust, fear"
+'I think our dreams can motivate us more than our fears can paralyze us.' ~ Chris Hogan #dreams #fears #life,"fear, joy, optimism, trust"
+@MercedesUKTeam Yes I tried but no help really. No contact back from them. #dissapointed,"anger, disgust, sadness"
+#Work not to ,sadness
+"your tongue\n\non top of my bone\nlonging to be a destitute\nknelt down\nyou, weeping love\n\nI kill merciless.\n\n#poem #dark #amwriting",neutral
+"She writes a lot of songs, but sheโs shy and doesnโt publish. [BOT]","joy, sadness"
+@GorjusGeorge5 @MrBridger1905 I'm fuming that you're fuming ๐ #fuming,"anger, disgust"
+"ugh going to college tm, so nervous. #college #life #collegelife #newyearnewme","anticipation, fear"
+@SenecaReads @zimyix @MouthyBuddha I bet he needed to take an anime break and drink a Zima after all the furious typing.,"anger, anticipation, disgust"
+@PolitiBunny Exhausting for us. Imagine being so tightly wrapped that you're writing these 'think pieces' at such a furious rate. #medicated,anger
+Haven't been on a holiday abroad in two years how depressing is that btwโน๏ธ,"pessimism, sadness"
+sardonyx expresses herself through supporting the team with your incredible yo-yo skills and depression okay,"disgust, sadness"
+@Fish_pw But I would say that wouldn't I #bitter ๐,"disgust, joy, sadness"
+@DebraHorrocks @Fash_Rev have some shocking stats #fashionrevolution,"anger, disgust, joy, surprise"
+@ScarletteDrake OMG poor you! It happened to me last summer. I saw my under skin ๐ฐ,sadness
+Girls dmme your snap chat account,"anticipation, disgust"
+"The patients were increasingly protected during heart attacks, chains have encouraged smoke, anger and hundreds of new hospitals.","disgust, joy"
+@DonaldJTrumpJr you look shook! #afraid #shook #impeach #youaregoingdown,"anger, disgust, fear"
+Words are simply amazing people can twist them and make them say anything ๐
,"joy, love, optimism, surprise"
+"If you let your insecurities get the best of you, you will hurt someone unwillingly. I've learned that! #tired #blah","optimism, pessimism, sadness"
+Wooo so happy right now! Just bought my tickets to see @NiallOfficial next summer in Dublin.Can't wait ๐ #niallhoran #Dublin #music ,"anticipation, joy, love, optimism"
+"'You run, I con. A tiger doesn't change her stripes'. #lost #sawyer","anger, anticipation, sadness"
+Just added a copy of CANDIDE to my local Little Free Library & a guy grabbed it literally 5 seconds later #optimism #BestOfAllPossibleWorlds,optimism
+I feel so intimidated talking to chicken now that I know how pretty she is,"fear, joy"
+@websvalor (c) grew with resentment for herself and the world around her.\n\nHer spine tingled as she heard the incessant clicking of a (c),"anger, disgust, fear"
+@instaafp are we in for Lemar even though wenger was very coy about him in his press conference,"anticipation, joy, surprise"
+"My mother-in-law, in a fit of #rage, referred to someone as a 'yo-yo'.\n#yoyo #motherinlaw #amirite #fitofrage","anger, disgust"
+"My author copies have landed in Australia. My agent has them. Soon, I'll be able to hold one and flick through it. #excitement #StoneCircle","joy, optimism"
+So happy I get paid tomorrow so I can sort my bloody hair out before holiday ,"joy, optimism"
+"@realDonaldTrump Maybe don't nom so many raging dicks, Donny! Jeez, it's like teaching a baby to fly a jet!","anger, disgust"
+@prisonerben1 Try explaining to Joe Public these charities do not simply give offenders 'treats' #despair,"anger, disgust, pessimism, sadness"
+You know your (numerous)meds have kicked in when you find stupid things highly amusing #BPDproblems #KeepTalkingMH #mentalhealth,joy
+@realDonaldTrump believe it! you can start your temper tantrum now/,"anger, disgust"
+@jh00die Really?? Because music analyzes your screenshots with my microscope too??? I didn't think so #offended,"anger, disgust"
+@itstraceyporter Off with work related stress and anxiety,fear
+#LT a mom let her kid pay for the bus. The kid dropped the coins. I'm boiling in rage. My face may be straight bu my eyes say IMGONNAKILLYA,"anger, disgust"
+Don't grieve over things so badly..,sadness
+Don't let a #Season of #Sorrow turn into a lifetime of #bitterness ~ #FearfullyMade #GracefullySaved,"optimism, pessimism, sadness"
+Uncharted 4 on Crushing is the least fun I've ever ha splaying a video game ,"anger, disgust, joy"
+"Thinking more, KD winning #BestChampionshipPerformance at the @ESPYS is as bad as Jason Garrett winning Coach of the Year. #justno","anger, disgust, pessimism, sadness"
+"#TONITEinASHEVILLE: @TALsounds w/Matchess, Nothing But Net & Mushigo Palm @themothlight, #blues dance @TBobAVL 11pm\n#avlent #avlmusic #AVL",neutral
+"@edsheeran ballroom dancing class tomorrow, any advice for a first timer? ","fear, joy"
+@ul_sang Awhh thanks! Maybe now I'll finally be blessed with some ๐ญ,"joy, love, optimism"
+"you begin to irritate me, primitive","anger, disgust"
+@Malala Happy day to you Malala ๐๐ป๐I seem to share a birthday with you #inspiring #women #education,"joy, love, optimism"
+Hey The Success Novel thanks for the follow! (UN)FOLLOW=(UN)FOLLOW Please visit my #twitter handle #quoteboxindia for #awesome #picture #quโฆ,"joy, optimism, trust"
+"Easy day at school today; last rehearsal before the show tomorrow... #excited to play #Nancy in #Oliver, then straight into new project! ๐","joy, optimism"
+"@bookish_yogi It's been a little Twitter saga lately. The tea thing is horrific, plus they never have fresh milk to put in it.","anger, disgust, fear"
+"My head is bloody, but unbowed. \nI front unfeared the threat of space \nAnd dwindle into dark again.","anger, joy, optimism"
+Just #snorted #laughing @CommunityTV #outtakes @donaldglover @dannypudi #hilarious Best duo ever! @community,"joy, love"
+They say ur a prdct of ur surroundings. A bit intimidated by the crazy amazing ppl I met @ @codecityco @n8walke @dianap_patton @DrMattKutz,"joy, love"
+@Jenlynn219 I wonder if your face immediately contorts into a scowl when you put it on your head?,neutral
+"And yet again, @MarliePacker sets the back row bar high... Tackling and support play outstanding. Congrats on your 50th cap! #inspiring","joy, love, optimism, trust"
+Sometimes i just wanna give up on everything i have but then i realize that if i give up and start fresh my hard work wont show. ,"optimism, pessimism, sadness"
+Thanks @o2sbe for your medic and security help with my daughter tonight โค๏ธshame she missed @TheVampsband ,"joy, love, optimism, sadness"
+"Whoops! I see (<---) it's time to move on to the news. Grab your โ๏ธ, & lets head out & see (<---) what ๐ฅ's are burning today.","anticipation, joy, optimism"
+May new update nanaman ang Bloody Crayons ๐,"anger, anticipation, disgust, joy"
+Three more shifts then I start the next part of my tutorship in response #enjoyingthelastfewdays #excited #nervous #newchallanges,"anticipation, fear, joy, love"
+This nightmare is nearly over gang gang gang,"anticipation, fear, optimism"
+@Traonach It's an evening for lying around doing feck all. Looks like an October evening down here #miserable,sadness
+"@sapphixy Goddess, that poor girl ๐","pessimism, sadness"
+Rewatching RKellys trapped in a closet series ๐๐๐ #classic #hilarious,"joy, love, optimism"
+i haven't had to speak maltese in over two years and now have relatives calling me about the trip and it's terrible ๐,"anger, disgust, fear"
+@VitaCocoUK WOW ๐ This is wonderfully exciting! Would be a very happy treat to win โจ Thank you for the chance โค๏ธ๏ธ Retweeted & Following ๐,"joy, love, optimism"
+@sofisuuu i know ๐ฐ,"fear, sadness"
+"Cold sores are the worst. The second you smile or laugh, it's over. Blood everywhere","disgust, sadness"
+@WalmartToday your hitting it spot on with your commercials. Love the one with the town coming to eat and bringing chairs. #brilliant,"joy, love, optimism"
+"@BrenFosterReal Happy Tuesday, Bren...Just stopping by to wish you a great day ahead filled with love and smiles ๐๐๐....Love and Miss you! โค","joy, love, optimism"
+@ItsARipper Ganguly chose? It is Kohli's provocation which compelled Dada to pick that pretentious fuck.,"anger, anticipation, disgust"
+Bless me O friends for I've burst the bubble of #happiness & replaced it with #contentment.\n\nEcstasy of the #unstrucksound is pure #Bliss ๐,"joy, optimism"
+@Skype I've just logged into the new-look app and none of my contacts or convos are there. It's all gone. ๐ #upgradefail #annoyed,"anger, disgust, sadness"
+@RanaAyyub @rajnathsingh She is Right shld burn them alive ๐ก it's even more better if they burn you with ur brothers ๐ ,"anger, disgust"
+Really enjoying candles and incense around the house at the moment - brings a sense of calm ๐๐ฝ #candles #incense,"joy, optimism"
+That was the most beautiful thing I have ever seen. #Eclipse2017 #Eclipse #SolarEclipse #tears,"joy, love, optimism"
+#unforgiveness lives in the #dark,sadness
+"suddenly I want to be in the middle of chaos, feel the #wonderful sense of sound; my feet are tired of these long stretched silences #vss365","joy, optimism"
+@AdamZHerman shocked as well. but bc I cheer for another club in the swiss leagueโฆ,"optimism, surprise"
+@Aidan_Herring_ @JACKElCHEL @NHLNetwork @DallasStars The banner I look at from my seats at the AAC tells me otherwise. #good,"anticipation, joy, optimism"
+@British_Airways They give awful service and you haven't got back to my complaint yet. Can you guess the airline? #dontflyBA #annoyed,"anger, disgust"
+@whatthefarrugia still trembling,fear
+@colecubelic So are you saying there's a good chance that two teams might *gasp* finish last? One in the East and one in the West? #offended,"anger, disgust"
+@beenthatkyd so I scrolled back up on the '17 GC because I missed it earlier and man you toooooooooo funny ๐๐๐๐๐ hilarious headassss!!!,"joy, optimism, surprise"
+"We're in the bathroom and you perch on the sink,\nI begin to infatuate, exasperate, resuscitate.","anger, disgust"
+Scared to leave the routine but excited to break out the mould ๐ #scared #confused #happy #undecided #excited,"fear, joy"
+@Brooksvb ๐ฑ that's just terrible,"anger, disgust, sadness"
+"Whatever you want to do, if you want to be #great at it, you have to #love it and be able to make sacrifices for it. #Quotes for you","anticipation, optimism, trust"
+That became obvious with the Morata saga. The fucking bitter old cunt turned down 70m for that sideman.,"anger, disgust"
+@nickjonas is coming for DePaul's welcome week and I'll be in Cali ๐๐๐๐๐๐๐๐๐๐๐๐๐๐๐๐ #pissed,"anger, disgust, pessimism, sadness"
+Signs of Incipient Faggotry are the arsehole quivering and puckering.,"anger, disgust"
+"Man, filling out your dad's life insurance paperwork will really put a damper on your Tuesday morning. Really makes it feel final...","joy, optimism, sadness"
+Mosquito bit my ankle this morning ๐ข walking into the house . ,"anger, disgust, sadness"
+i'm nervous,"anticipation, fear, pessimism, sadness"
+"'If you try to get rid of #fear and #anger without knowing their meaning, they will grow stronger and return.' \nโ Deepak Chopra","anger, fear"
+Full of #optimism after the FP Summit yesterday. Thanks to @melindagates @FP2020Global @UNFPA and @DFID_UK we're thinking about #HerFuture,"joy, optimism"
+@denisebatters I blame @stephenharper for these terrible terrible rules. ,"anger, disgust, sadness"
+@findingclea im sorry i voted jeans </3 u look banging who tf needs food anyway when ur a student existential dread feeds us,joy
+"I must stop with these loan jokes,people will think I'm serious and get annoyed with me ๐๐๐","anger, disgust, joy, optimism"
+I've developed a new philosophy... I only #dread one day at a time.,"anticipation, fear"
+"Ideals are peaceful, history is violent. #fury","anger, disgust, sadness"
+hate tan lines but refuse to tan at a salon anymore. ๐ ,"anger, disgust, pessimism, sadness"
+@annarxbs @lolitsluan oh my lord I love you both with all of my heart. I feel so good and happy and you make it possible xx,"joy, love, optimism"
+@Yummywaterbynad I wanna meet tho ๐
,"joy, optimism"
+Hey @ShutdownSafety would it be safe to assume that this is the most disappointing #madden in years in your opinion?,"pessimism, sadness"
+@Walu2go @ThisisLukeOwen Yes it is. I especially love the ramble chat love when they go off topic for like ten minutes. #awesomeness,"joy, love"
+this weather = my mood โ #miserable,"disgust, sadness"
+Happy birthday to @LauraJillSomers! Hope you have a lovely and wonderful day. :) *fellow Cancer fist bump*,"joy, love, optimism"
+@VirginTrains Why do you send me a sales email suggesting that I am procrastinating 'asking out Derek from accounts'? I am male. ,"anger, disgust"
+I apologize whenever I'm throwing tantrums...,"anger, disgust, pessimism, sadness"
+Every time I see the #GBBO advert..... #sugacravings #yummy #dietgonetohell ๐๐๐,"joy, optimism"
+Can finally start looking forward to my sisters wedding on Friday now the car is sorted โบ๏ธ๐๐ฐ๐ป #relieved,"joy, love, optimism"
+"@BethRigby ...so near yet so far.corbyn +lab doing much better but without even a majority + out of govt 3 times now, resentment will return","joy, optimism, sadness, trust"
+@hannahcburke_ let that sink in,"anticipation, fear, pessimism, sadness"
+1-3KohGeใผBuddhism verse for cleanse oneself with incense #Buddha,"joy, optimism"
+"Model Town massacre represented the height of terrorism, savagery and oppression committed by the rulers\n#ArrestModelTownKillers","anger, disgust, fear, sadness"
+She doesn't know how to smile! So be it! #pissed ๐๐๐ ๐ก๐ค๐๐๐๐๐๐,"anger, disgust"
+"Humble yourself in the sight of the LORD. If we have died in Christ, then how can we be offended? A dead person cannot feel anything, right?","anticipation, optimism, trust"
+"EAHelp: mcmalveiro Hi Miguel, that's awesome! Thank you very much for updating us! ๐ -Claire","joy, optimism"
+"@gaybookgeek Yes, that immediately made me fearful of the rest of the books in the list.",fear
+Chiropractor time #crackle #pop #chiropractor,"anticipation, joy"
+u can get an oreo shake at burger king,joy
+@BloodMoonSaint @Tamaishingo22 definitely agree ๐,"joy, optimism"
+"The hair is getting lighter but in certain light people point out that my baby is a ginger. I know , I am too lol #fiery #sassy","joy, optimism"
+Totally forgot to bring my healthy breakfast into work...all types of #upset w/ myself.,"anger, disgust, pessimism, sadness"
+It amazes me how many useful videos there are on Youtube. Everyone sharing knowledge & making money doing it. #wonderful,"joy, optimism"
+Noses are electric lime columbines are dimgray sugar is fiery and so on,neutral
+It takes a smoke detector 4 months to stop beeping if you were wondering how #lazy I am. #lol #funny #Comedy #laughs #CrackMeUp #hilarious,joy
+I love to start a writing session with 'Moon River' from the BREAKFAST AT TIFFANY'S soundtrack performed by Audrey Hepburn #amwriting #bliss,"joy, love, optimism"
+"@ANI_news Sir, what about 2G, 3G, 4G, Coalgate, scams Parliament Attack, Mumbai terror attacks despite intelligence input.","anger, disgust, fear"
+'Stay close to people who feel like sunshine.' This may just be the great secret to a more #joyful life. #WednesdayWisdom,"joy, love, optimism"
+watching that video and realizing that I've gotten uglier #depressed,"disgust, pessimism, sadness"
+Rabbit races ... ๐ .. simply perfect! \n\nSo glad @LeBatardShow and @Stugotz790 are back!,"joy, optimism"
+@hateweed I had the worst alarm ringtone and would wake up irrationally pissed everyday until I changed it to something nice lol,"anger, disgust, joy"
+Potentially going on holiday in 7 days.. can you get fit in that time? #panic ๐ค,fear
+fuckfuckfuck my hands are shaking,"anger, fear"
+dark lucha truly is the best,"joy, love, trust"
+#alarm Bel OC Limburg 157901 - Unknown address,neutral
+@WhitneyJoyner @cassiidybrooke yeah you have not been the perfect patient like I was #dread,"anger, fear"
+@littlebcstcrd Pardon me ๐,neutral
+I'm so sick of that 'I'm done w. My ex na we're never getting back together' crap so You can get back together in like a month ๐,"anger, disgust"
+Come on blues #StateOfOrigin #Origin #NSWBlues #nsw,"anticipation, optimism, surprise, trust"
+@bugusdiemon Happy birthday cuzzo many blessing๐๐พ๐ช๐พ๐ณ๐ฌ๐ฏ#KeepGrinding #blessed,"joy, love"
+"AJ's epic 'Anger Montage' is coming up next! Kids, always be happy. Don't be an angry AJ.\n#anger #rage #montage","joy, love, optimism"
+Not a childs play..... Happy Birthday Sir ..be blessed,"joy, love, optimism"
+@SadieAtkins Should have come with us #boiling #kefalonia #pretty,"joy, optimism"
+@MerkTheWorld This thread is hilarious!!!!,"anticipation, joy, optimism"
+@SonaFanArt Isnt it too early? Thats really interesting ๐ฆ i wonder what are they filming in kusadasi. It makes me so excited :),"joy, optimism"
+Was sort of hoping #EclipseDay would mean my world would change and cardio would make me go blind #EclipseSolar2017 #dissapointed #exercise,"anger, disgust, pessimism, sadness"
+1. I'm grateful for love.\n2. I'm grateful for miracles.\n3. I'm grateful for music.\n#beatdepression #grateful,"joy, love, optimism"
+Watching @JamesAcaster clips in bed. Actual legend. Never fails to put me in a good mood. #comedy #legend #love #laughter #bedtime x,"joy, love, optimism"
+"@SAVAGEKERMlT don't #worry, froggy\nit will SOON be TIME for #FROGFEARFRIDAY!",optimism
+I'm legit in the worst mood ever. #annoyed #irritated,"anger, disgust"
+Great meeting with my great friend and superstar lawyer Bryan Freedman @ftllp . Such an amazing person who does so much for many. ,"joy, love, optimism"
+When USPS says your @DBHGaming order arrived a week ago but you haven't seen it. Nows a great time to panic ๐ฐ,"anger, fear, sadness"
+How the hell did I miss @HenryMcKean why wasn't this announced in the #RoseOfTralee๐น @jonathanhealy @newschambers #devastated,"anger, sadness"
+"I think that Nuclear weapon and Cyber weapon are big threats, but I think that the bigger threat is Scalar weapon ...\n#scalar #threat","anger, disgust, fear, pessimism"
+The formula of happiness rather than inertia. #elated,"joy, love, optimism, surprise"
+@realDonaldTrump I am so glad you won't have Twitter in jail! #LockHimUp #LockDonJrUp ๐ฉ๐ฉ๐ฉ๐ฉ๐ฉ #sad,"anger, disgust, joy, sadness"
+"Watching #ScottishOpenHeroChallenge from last night... Smoke, flames, tense sound effects and lively commentary.. #boring #dull #shite ๐","anger, disgust"
+"Find a guy who can handle your tantrums and mood swings, not a man who causes it.","joy, optimism"
+"Lugubrious face, crestfallen eyes, forlorn heart and an agitated soul seeking serenity.","anger, pessimism, sadness"
+@SkyNews @CNN @cnnbrk watching the #totalsolareclipse on ur channels right now #amazing what's happening in the #usa,"anticipation, joy"
+We're all #laughing! Eddie Izzard has begun #his probe #into fuzz wrongdoing involving the house of Osiris.,"joy, love, optimism"
+"#smiles are great investment. The more we collect, the better we feel.. have a nice smiling day... #goodmorning","joy, love, optimism"
+"If you're not eating @TheHotCorner3b lasagna for dinner tonight, you're doing it wrong. ","anticipation, disgust, trust"
+"faint glimpse of the circling stars. Presently, as I went on, still gaining velocity, the palpitation of night and day merged into one","anticipation, joy"
+@RRakoto42 It only took me 39 seconds to fly over Mozambique. #awesomeness,"joy, optimism"
+One week on SW and going to gym. Smashed it #weekone #goals #sw,"anticipation, joy, optimism"
+"@stephenasmith You made me laugh today when you told a caller to turn up the volume, that you weren't doing the #MarvinGaye thing #levity","joy, love"
+@7sozo Thanks 4 following me! #Bible respect older man.Beg say you can.Been #sober 36years one half age72.Another 10 hit the pew 1Timothy5:1,"joy, optimism"
+'look at your face in a mirror... You are so fat and dark... You can't have lunch with us' #kids #meangirls #rude #insult,"anger, disgust"
+It's way too early to be #angry #happytuesday #711,"anger, joy, optimism"
+I'm so angry,"anger, disgust"
+"my name is sara, im 20 years old and i cant believe boiling an onion is making me cry","sadness, surprise"
+the only problem people should have in the morning is burning their tounges on hot coffee (like i just did),"anger, joy"
+Looking for good news today...not finding any on Twitter. Bummer. ๐ข #depressing #badnews,"pessimism, sadness"
+@dailysunsa Jerrrrrr a woman is been stabbed in the face and now guys r arguing about her ass being real or not hehehee ,"anger, disgust"
+going to sleep was a bad idea i had a horrible nightmare abt what i hate the most in a nightmare but its fine im ok,"anger, disgust, fear, sadness"
+Good morning family to all of you who took the time to wish mom a HAPPY BIRTHDAY Thank you from my โค love you be blessed,"joy, love, optimism"
+Happy Birthday @RyanRolison24! Have an AWESOME day! We're keeping up with you on the Cape and you're doing great!,"joy, love, optimism"
+"AJ ends up being a terrible character, but no one in his family ever actually speaks to him. He witnesses so much and just gets sent away.","disgust, sadness"
+"@IDFsoldiergirl Like you said, its all propaganda against #Israel. Palestinian adults and their Govt are full of #hatred. So sad to see","disgust, pessimism, sadness"
+@HK9Gaming Yes man ๐,"joy, optimism"
+@mir_btc Eherium should make everybody happy,"anticipation, joy, love, optimism"
+I hung up on my manager last night ๐ญ,"fear, sadness"
+@RosieHale Bro no you don't you'll be so dissapointed in me ๐ il let you read it next time you're down here tho ๐,"anticipation, sadness"
+@kathryn_dennis keep your head clear an focused. Do not let T intimidate you or use your children to silence you! Hate when a man does that!,"anger, disgust"
+Dean Fujioka's History Maker is on Spotify as well as Breaking Benjamin's Dear Agony. #amazing #wonderful #iloveyouspotify #noonecaresbutido,"joy, optimism"
+"I'm also wheezing really hard. I decided to make up today, and then after I got to work realized it was mbbsd, and now I'm #intimidated","anger, fear, pessimism, sadness"
+We're just a bunch of sad kids trying to cheer each other up..,"optimism, pessimism, sadness"
+If your only response to this current political crap show is 'but Hillary!!' Or 'but Obama!!' you need to start looking for a new argument.,"anger, disgust"
+@HollyMecher I'm stealing this one ๐๐ค๐ป๐๐ป๐๐ป๐๐ป๐๐ป #edtechchat ,"anger, joy"
+"@exceptions Although I have a nice vulva, I choose not to intimidate other women with it.",optimism
+"Sometimes it takes sadness to know happiness, noise to appreciate silence and absence to value presence.","optimism, sadness"
+@pattonoswalt @EricaRoman_ Amazing how folks are foaming at the mouth to judge. We're happy for you @pattonoswalt !!!!!!!!!!,"joy, love, optimism"
+every time i think abt hobi crying i start crying,sadness
+Don't justify Terrorism as communal hatred. #AmarnathTerrorAttack is sheer Act of cowardice. Let's unite together against terrorism. Luv all,"fear, love, optimism, trust"
+God bless him in Hong Kong! #ex ,"anticipation, joy"
+@seydacanim The best of make up horror story...,"anticipation, fear, joy, surprise"
+@ShekharGupta @YusufDFI Naming India Lynchistan is not provocation terror is a provication even when terror has no religion.,"anger, disgust"
+He who #laughs last usually had to have #joke explained. #TeamFollowBack #RockTheReTweet,"joy, optimism"
+The best bridge between despair and hope is a good night's sleep.,"anticipation, optimism, sadness"
+"@realDonaldTrump Why don't you try nominating qualified people; B.DeVos, T.Pruitt, R.Perry,etc...really? They are terrible!","anger, disgust, fear"
+#GameOfThones how can you top that next week #heartbreaking,"pessimism, sadness"
+"John 14:27\nLet not your heart be troubled, neither let it be afraid. #peace #afraid","fear, joy"
+@RightNewsUK Poor dogs! Have to bite that sun of a bitch! ๐ ,"anger, disgust, sadness"
+@Retale It would be #awesomeness to win this for my 2 girls.,"joy, love, optimism"
+@LATMultilingual Thanks for the shoutout! Will we see your team at #MortonPark on Thursday? #Smiles & #laughter guaranteed! ๐,"joy, optimism"
+@TeamBoA Jim is ok. He refuses to come back to #reality but at least he doesn't #insult like the rest of ignorants...,"anger, disgust, sadness"
+@ObeyTwig At least smile a little holy crap Twiggy.,"anger, anticipation, disgust, pessimism"
+"we will send video to proper agency ,state workers harass the public to fuel the ego of Scott Arniel and trial court what the bleep #bully","anger, disgust"
+@GutoAberconwy Your majority is 635 members of the public- believe me you have offended rather more than 635 voters!,"anger, disgust"
+@6oulz @slayerlmfao no it was a selfie of him from seven months ago look at the top left of the snap people,"anticipation, joy"
+@IvankaTrump What's up w the profile pic?? ,"anticipation, surprise"
+@Shann_Graham They were actually dire man wasn't expecting to be so bad like,"joy, sadness"
+Do not be too #timid and #squeamish about your actions. All life is an experiment.,"joy, optimism"
+Do you ever just get so excited that you're trying to sleep & just can't even close you eyes๐like I really need this catnap but #excitement,joy
+distract yourself from the fiery hellscape that is 2017 America with a free small cup of frozen sugar water #FreeSlurpeeDay,"anticipation, joy, optimism"
+Fools! Little did you know that getting angry and trusting your instincts by walking right into my trap was a mistake!,anger
+"A SPELLBINDING performance by @DebsNewbold. Electric physicality and sheer awe. A pleasure to watch, thank you. #ueafly","joy, love, optimism, surprise"
+What are some of your favorite staple dinners you keep on standby for quick and easy nights? :) #goodmorning #dinner #yummy #foodie,"joy, love, optimism"
+@cyclingweekly 'shocking' ??? Nah that's not Shocking . Richie Portes crash ...THAT WAS shocking . #tourdefrance2017,"fear, surprise"
+"Just know USA, all Canadians don't agree with what Khadr's settlement and his unwillingness to take responsibility for his actions. #outrage","anger, disgust"
+If you even dream of beating me you'd better wake up and apologise. Muhammad Ali :-) #boxing #droll #funny,"joy, optimism"
+feeling like a grim reaper all day hehehe\n9 days pa ๐ฉโ๏ธ,"fear, sadness"
+AHHHHHHHHHHHH #dread OMFG! It's so good...@JoinTeamAlpha @Hydra_Lord @executivegoth @matthewmercer @enthusiamy @vorpahlsword @satinephoenix,"anticipation, joy, optimism"
+"@MeBeIssy I have now made this journey around Earth a total of 105,755 times since I began. #restless","anger, disgust, sadness"
+A bit late but had to say Love You Zindagi by The Live 100 experience gave me goosebumps!Big shout to all of them! #awesomeness at its peak,"joy, love, optimism"
+literally I'm baby momma status everyone I date wants to start a fam I'm like yo do I just come off as fertile and mom ish,neutral
+"@HughShows Ha, sadly not: just the undying respect of your peers, I'm afraid...","fear, sadness"
+Look at this little guy! He is connecting to his magical self.๐\nWhat do you do to keep life magical?๐ @AnewPerspective #magical #be,"joy, love"
+"Hello fellow #gamers, I'm here to tell you why being a #Nazi is .",neutral
+Knew Tulip was hiding something but I never would have guessed that she was married ๐ง #Preacher,surprise
+we averaging 2 anxiety attacks a day now. 'chea.,fear
+@realDonaldTrump The GOP controls the Senate. Blaming the Dems seems #sad.,"pessimism, sadness"
+Life is too short to hide your feelings. Don't be afraid to say what you feel.,"fear, optimism"
+@glovesandtricks Me too! His eyebrow?? Ffff will haunt me forever,"fear, pessimism"
+#Sleep is my #drug. My bed is my dealer. My #alarm is the #cops. #School is the #jail. #TeamFollowBack,joy
+"@Liz_Hanbury Oh no, jumper on again, has it turned colder? ๐ Have a terrific day๐๐ผ๐ธ๐ผ๐ป๐๐","disgust, fear, joy"
+"and every time i cry hard, fear blankets me","fear, sadness"
+@shelby_Billsfan @buffalobills They kinda hafta be these days. #bleak ๐ฌ,"anger, disgust, sadness"
+Spend your day creating #smiles today!,"joy, love, optimism"
+the thing about living near campus during the summer is that it's a ghost town but now everyone is back and im #annoyed,"anger, disgust"
+"@sultanseok mdnjd to keep it short,, theres a hero in percy jackson whose name is thalia and she gets turned into a pine tree when she dies",neutral
+I just got insulted with my own insult... ๐ช๐ช๐ช,"anger, disgust, sadness"
+Woke up to my neighbors singing Perfect by Ed Sheeran. ๐ My mood has been set. ๐,"joy, love, optimism"
+"Oklahoma, South Carolina, Idaho, and Louisiana I'll see you this fall ๐ #excitement","anticipation, joy, optimism"
+get u a goofy shorty w/ a big heart & a anger problem..,anger
+@DannyMcguire6 sad day Danny ๐you have been and still are a true Leeds rhino you have been brilliant at the club I will miss you,sadness
+When every @IndianExpress Indian in a gloomy mood some one is trying to catch the Fish in Muddy water TO BECOME VICE PRESIDENT.WHAT A CRAVE,"anger, disgust, pessimism, sadness"
+"The one most important thing we forget. That we need to denounce terrorism, not stoke communalism #AmarnathTerrorAttack","anger, fear"
+I fw @ralofamgoon he don't hesitate to speak his mind,"anticipation, optimism, trust"
+First class of the day & I have the hottest professor #god #is #good,"joy, love, optimism"
+#oneday #your #pain will be your #pleasure .#Thursday #motivation #inspirational #quotes #startups #workhardplayhard #DoIT #success #Braves,"joy, optimism"
+@PrisonPlanet @DonaldJTrumpJr I read they pissed in Trump's bed ๐,"anger, joy"
+"@Caprica Ah that's a neat idea, will check that out - might makes me more depressed about my slowness tho ๐คฃ",sadness
+"@bambustyk He looks scared and burdened, but he withstands all that and comeback stronger! ๐ญ I'm crying, he is so strong ๐๐ป","anticipation, fear, joy, sadness, surprise"
+"Negative self-talk in #depression can extend to sleep, with catastrophic thinking about the impact of poor sleep fueling insomnia.","disgust, fear, pessimism, sadness"
+"When Dino was making a fool of himself with that Ajekun iya stunt, y'll hailing him but a bereaved person got a chance to be joyful = abuse?","anger, anticipation, disgust, joy"
+Mentally suffered #iwanttodie #worthless #lifewithoutcolor #pain #suicidal,"disgust, pessimism, sadness"
+"James to Bayern is probably the smartest choice for him.\n\nAnd, frankly, this kind of scares me ๐ฒ",fear
+So exhausted I could cry ๐ญ,"disgust, sadness"
+"@Belle_Canberra ya he was asking leading qns to provoke me, I wish I hadnt gotten so upset :)","anger, disgust, pessimism, sadness"
+@realDonaldTrump @LizCrokin Great #start for #MAGA ...,"joy, optimism"
+Its hilarious that baby buffoon Trump provides evidence. Nothing new though. Eyes on the prize. Stop this nazi based admin in its tracks.,"anger, joy"
+@Kazalex_ Happy birthday hope you have and amazing day!,"joy, love, optimism"
+They cancelled Chewing Gum. #devastated,"anger, disgust, sadness"
+Usually love @KatiePrice but watching #mycrazylife its sad how that affair her hubby had has ruined & changed her #obnoxious #cruel #bitter,"anger, disgust, sadness"
+๏ปฟSuch a serene when you let yourself loose in a breezy weather. Your thoughts are countless at that moment.,"joy, optimism"
+@Alyssa_Milano @mothergooseAZ @realDonaldTrump is #laughing all the way to the #bank and #America is paying for it all. ๐ฐ ๐ฐ ๐ฐ,"anger, disgust, joy"
+"'When I get sad, I stop being sad and be awesome instead. True Story.' \n- Barney Stinson @ActuallyNPH\n#brohosting #motivation #awesomeness","joy, optimism"
+@snowflakenest @bollytoybee @Alexicon83 You need a new tactic post-Trump/Brexit. Hurling that insult around no longer works I'm afraid.,"anger, disgust, fear, pessimism"
+#Thoughtoftheday: 'Perpetual optimism is a force multiplier.' - Colin Powell #quote #optimism #positivity,"optimism, trust"
+Part of #danielhive #insecure i got you,"fear, sadness"
+@benoitgomis @AU_SIS @HugoRosemont @alex_corbeil My pleasure: hope it was useful and happy to keep the conversation going!,"joy, love, optimism"
+"@AvrilLavigne Mom A. i saw ur insta, why? ur picture black in white, butโ it's nice ur smile :) winner๐๐๐ธ๐ธ๐ธ","joy, love, optimism, trust"
+Gm and have a #Tuesday!,neutral
+"If I were my own republic, I would declare war on patchouli incense.","anger, disgust"
+First time using @thetrainline app and definitely be the last - not a happy first time customer #disapointed,"anger, disgust, sadness"
+@OfficerHedgehog That story just made me do a little sick in my mouth #grim,"anger, disgust, fear, sadness"
+"So, if you have a really tiny penis, get help, but please don't try to compensate on the road #bigcar #tinypenis #roadrage","anger, disgust"
+'Florian Picasso - Final Call' is raging at ShoutDRIVE!,"anger, disgust"
+'Can you not play your sad music in the morning? It's soothing but I don't wanna feel depressed on my way to work' sorry mom lmao,"joy, pessimism, sadness"
+"He is holding her so close, wrapped his hands around her shoulder, she is holding them and they're both smiling. I'm still living. โบ๏ธ","joy, love"
+What is this inane waffling nonsense that @BBCSport @bbctennis is forcing us to endure every time John Inverdale takes the mic. #dreadful,"anger, disgust, sadness"
+@PageShhh1 I know you mean well but I'm offended. Prick.,"anger, disgust, sadness"
+"I follow this famous chick on snap and she put 'I'm snapping back' & next snap says 'dudes stop sending your peepees, it's not cute.' ๐๐๐","anger, anticipation, disgust, joy"
+So apparently one of your bus drivers has a grudge against me @KingsTransit I was passed while waiting for it to stop. Real service there..,"anger, disgust"
+#31DaysOfJoy Laughter brings me so much joy! It's good for the โค๏ธ. #laughter #laughterishealing #laughterisgoodforthesoul,"joy, love, optimism"
+"#YummyMummiesAU Are you serious! Breastfeeding should be illegal?! You breathing our air should be illegal, dumbass! #stupid","anger, disgust"
+Always beware of the racist liberal smiling in your face. #EmmanuelMacron #makelove #makebabies #racist,"anger, disgust, sadness"
+No offense to the girl next to me but dousing yourself with cheap cologne won't hide your rank smell,"anger, disgust"
+this one lady literally parked next to me and scared the shit out of me ๐,"anger, fear"
+Genuinely and perfectly #happy,"joy, love, optimism"
+@trash_addict Things I've been called/heard with literally no provocation. I've just played and talked about the game:,"anticipation, joy, optimism"
+Things that rage me: when I hear a man ask a woman if she thinks her skirt/dress is too short\n\n๐จ๐ต๐ ๐ก๐ค #shame #rage #Feminism #feminist,"anger, disgust"
+'You have an amazing problem here' - @sbxr has spotted a huge privacy issue for TracTAG ๐ฑ #SharkTankAU,"anticipation, disgust"
+@Shirley_Sein who is that? ๐ง,surprise
+"Summer is drawing to a close. It's been incredible. Build your life on dreams, kindness, hard work & imagination. #manifest #music","joy, love, optimism"
+"Catching up on Greys, almost couldn't make it through two episodes because of how sad the storyline was. Two best/worst eps for me. ",sadness
+@Haynsie75 Support Qld and you'd never be #angry,anger
+The stupidest and weirdest thing people do. And what's more stupid than that? They upload it online. Oh my god. But good for laughter ah. ๐คฃ๐คฃ,"disgust, joy"
+Well the new AA advert is absolutely terrifying ๐ญ #creepy #possessed #horrifying,"disgust, fear"
+oh how i just love love love glee doing billy joel's numbers!!!!,"joy, love"
+Wonder how many times connor says fuck in press conference #lost count,"anger, disgust, surprise"
+Every day I dread doing an 8 hour shift in retail ๐,"disgust, fear, sadness"
+"Psalm 2:12 Kiss the Son, lest He be angry, And you perish in the way, When His wrath is kindled but a little.",anger
+Santorini is so beautiful ๐,"joy, love, optimism, surprise, trust"
+"So excited for the final 10 eps of @MTVteenwolf! So happy @dylanobrien is back and @TylerL_Hoechlin returns, as well as @ColtonLHaynes ๐โค",joy
+Be strong. Stay positive. Make them wonder how you're still smiling.,"joy, optimism"
+that moment when you feel meaningless and just feeling like you cant do anything right =*( #foreveralone ,"pessimism, sadness"
+@JaapUnited Sule is going to be a terrific player. Wouldn't be surprised to see him get some game time this year.,"joy, optimism"
+One of those days. #Mentalhealth #Anxiety #agoraphobia #panic #depression #OCD,"fear, pessimism, sadness"
+Avoid facial cleansers containing harsh chemicals which irritate and weaken the protective barrier of skin. Use natural cleansers.,neutral
+2nd time this week I received services for free. It pays to be nice! #kindness #friendliness #bekind #smile,"joy, optimism, trust"
+My neck still hurting though... ๐ฅ,"disgust, pessimism, sadness"
+Happy happy birthday to the girl who never fails to brighten up everyone's day! Thank you for everything! I'll always be here for you. ๐ค,"joy, love, optimism"
+"I'm an Indians fan so, I hate Joe Buck. Im glad he looks old af now. ๐ #bitter #AllStarGame","anger, disgust, joy"
+@zae200012 I know it bothers me that u worry my love@zae200012 ๐ข๐ข,"fear, sadness"
+"@TweetmeJordan @jordanknight oh, that too! ๐คฃ","joy, surprise"
+"I got $150 on McGregor, who wanna bet? #serious","anticipation, joy, optimism"
+All of my friends are so attractive and am grim in comparison lol,"disgust, joy, love, pessimism, sadness"
+on the upside i saw a corgi puppy on the tube today. my shining light in the dark.,"anticipation, joy"
+@FilY0 @VPPilipinas @lenirobredo You are in dire need of therapy.,"anticipation, disgust"
+Omg! It just keeps getting better! #MUGGYMIKE & #Sam have to go back in! #LoveIsland #drama #hilarious,"joy, optimism"
+Big surprise the OTHER woman shouting into her phone pulled the wrong coat and I'm a little afraid of it?,"fear, surprise"
+When you miss a call from @ThisisiRadio #devastated ๐ญ I'm trying not to #cry ๐ญ,"pessimism, sadness"
+@CCfunkandsoul happy birthday mate โค hope you have an amazing day xx,"joy, love, optimism"
+Be fuming if Sunderland sign Murphy like. He was crap when we first signed him and he's still crap now,"anger, disgust"
+"The use of violence, threat of violence and intimidation just tag zany pf. Very good at it.",anger
+Just can't sleep but thinking about you always hmmm. #pensive,"optimism, sadness"
+(y'all) #snap,neutral
+Pls dont give me empty hope ๐ง dont want just say lah zzz,"anger, pessimism, sadness"
+"As you start and end your day, be thankful for every little thing in your life. You will come to realize how blessed you truly are.","joy, love, optimism"
+I'm all for writing that delivers disturbing images into the mind of the reader...when I'm the one writing it. #shudder #badvisual ๐,"anger, fear, sadness"
+@stephentotilo Think it lost its heart after the second version. Third was disappointing and haven't played the fourth yet,"disgust, pessimism, sadness"
+@espn This is goin to be as good as rocky vs hogan #terrible #ohnowhatisyoudoingbaby,"anger, disgust"
+"Lady Middleton's first coming to her care, the contrary, as she turned involuntarily to _you_ are all sunk the rest, she",neutral
+@DrJaninaRamirez @GlosHistFest Hope to come #yay Do u have central accom list plse? (Lone gal trying to avoid taxis ๐) ๐ฐ #History #joy,joy
+At the end of my tether with trying to get any truth or reassurance that our house will be built. #depressed #angry #stillwaiting #Bovis,"anger, sadness"
+We did all more like a fuss #contentment #Momtauk.,"disgust, joy, optimism"
+@OliviaSundberg1 thanks for this โ the perspective is shocking. it's getting to a point where it's near that number every week now.,"fear, surprise"
+Twidiot in charge is boring on script. #disapointed i was waiting on the train wreck. They just have him on a shock collar.,"anger, disgust, sadness"
+"Take delight in the Lord , and he will give you your heartโs desires.\nPsalms 37:4","joy, love, optimism, trust"
+@Anagaitan09 @kayy_jnsa @lolbhappy @HamzaWamiq @AlissaViolet bully at school now you're bullying your bro,"anger, joy"
+Codes? Lyft codes? We got em! Use: OATH #Great deals are here for you now #LOVEISLOVE,"joy, love"
+I'm sorry. Im much more interested in the #BachelorInParadise rose ceremony than whatever @realDonaldTrump has. #seriously ,"disgust, sadness"
+Prepare to suffer the sting of Ghost Rider's power! Prepare to know the true meaning of hell!,"anger, anticipation"
+Tonight's episode of #GameOfThrones is just epic went through so many emotions watching it #dragonwhitewalker #flippinheck #brilliant,"joy, optimism"
+#AmarnathTerrorAttack @narendramodi @rajnathsingh cn u plz ans wt u r afrd of or wt stpng u to end #terrorism wn whol #India is stndng wth u,"fear, sadness"
+@drstip @flock_of_ewe @cfsmtbation Yeah except then we just end up with Pence. ,neutral
+You got me w that one @AmazonPrime ! New #theTICK trailer is #hilarity,"joy, optimism"
+@nadisaonline i'm very happy glad or whatever the feelings i'm not into dramas,"joy, surprise"
+"With James gone, no player would be throwing tantrums when subbed anymore.","anticipation, optimism, sadness"
+"@catherinerusse2 ooh, how I'd dance with glee around the living room if you emerged from the Tardis at Christmas!","anticipation, joy, love, optimism"
+@stevenwellings @NextBigPod Yeah good shout. If the build up is acrimonious then the aftermath should reflect that.,"anger, disgust, optimism, surprise"
+I didn't give @chelsopat @s0ccer15 credit for bringing me chocolate milk so here it is ๐๐ผ #grateful,"joy, love, optimism"
+Been parked on 610 for about 30 min now ๐
,"anger, disgust, joy"
+"skillroads | #AI #Resume creator: Take risks: if you win, you will be #happy; if you lose, you will be wise. #Wisdom #success","joy, optimism"
+@e662354c8e02466 @AlSure5 You. Sir are a alarmist unsubstantiated facts. And a idiot,"anger, disgust"
+@Snap @Snapchat it is indeed time 4 you 2 create the Ghost Filter ๐ป please๐๐พ#CanWeGetAGhostFilter ??? #snapchat #ghostfilter #retweet,"anticipation, optimism"
+#Laughter strengthens #relationships. #Women are more attracted to someone with the ability to make them #laugh.,"joy, optimism"
+So Dorje Shugden has been sent a leaf to be torn. Rothschild is struck by Indra wrath lightning and also Iron Fist. 10 bloodlines 2b removed,disgust
+"LEO TRAITS: Strengths: Creative, passionate, generous, warm-hearted, cheerful, humorous","joy, optimism"
+Not trying to offend nobody,neutral
+@worldonalert horrible when and where exactly happen ?,"disgust, fear"
+It's a #disappointing #frightening #sickening realization @BetsyDeVosED WANTS kids to #fail... #parents need to #pushback & #standup #NOW ๐ข,"anger, disgust, sadness"
+@Creative_Voices @ScotParl Happy to help :-),"joy, optimism"
+Waddup #bitter,"anger, disgust, sadness"
+Thousands of pickled dunder-headed anthracites ! #furious,"anger, disgust"
+Marriage is the mourning after the knot before. #laugh #punoftheday,"joy, optimism"
+no matter how many sad ghost man tears he's crying now! you are not entitled to forgiveness just because you're really sad now!!,"anger, disgust, sadness"
+Usually the things you are most #afraid of are the most #worthwhile. #FACT #TeamFollowBack #rocktheretweet,"fear, optimism"
+This morning has been hilarious ๐๐,"joy, optimism"
+Attention Crew! it's a Happy Tuesday everybody! Make someone #laugh out loud today,"joy, love, optimism"
+@MargoGray48 @waff48 @trentnews @katcampbellwx Good morning Margo! We are๐have a terrific Tuesday dear,"joy, love, optimism"
+@SouthernRailUK no air working in the 1sr carriage of the 18:03 from Victoria to Bognor. #boiling #southernfail,"anger, disgust"
+"@benavides_412 awe feels or que :,(","disgust, pessimism, sadness"
+To be really knowledgeable and really petty is such a delight to behold.,joy
+"An #angry #person may lose his/her objectivity, empathy, prudence or thoughtfulness and may cause harm to others.",anger
+"Said it once and I'll probably say it again, anything more depressing than making your sandwiches for work the next day #cry","pessimism, sadness"
+"@VanBluesat @infrared_rock Among them, is Hawrelak Park and the stage they have there. A great venue. #livemusic #blues","joy, love, optimism"
+"@schuygoo : 'like honestly, partying would probably come #1 either way' \n๐๐ #rage","anger, disgust, sadness"
+"@AC360 Please, please do something about her! Where's Kayleigh, Jack, Jeff? Ugh. #awful #doctor?","anger, disgust, trust"
+I am seriously considering takeing a day off just to stream all day really need to ๐ #๐ #streaming #take #the #day #off,"joy, optimism"
+Remember when Julia thought she was pregnant with Michael's baby and I was so happy about it and then the storyline got dropped. #pissed,"anger, disgust, sadness"
+Watched the #eclipse without glasses and it was #great! Now I'll have an #eclipse over my #retinas for the rest of my life โบ๏ธ๐ต,"joy, love, optimism"
+2 more months marks my #2year #alcohol # free #sober #life,neutral
+"WTF ! @JonnyBones people love you, stay off the dick pills!!! #goldensnitch","anger, disgust, joy, love, surprise"
+@Good2bqueen67 @foxandfriends @realDonaldTrump ๐๐๐ says the #coward that hides its ID #loser #traitor,"anger, disgust, joy, sadness"
+@RachelStothard1 @Jomarshall6 No room at the inn when we arrived due to computer error. 24hrs of messing around to get sorted. ,"anger, disgust, pessimism, sadness"
+@passagefoods @TKMaxx_UK @Tesco Yes!!! Thank you. Bought loads today! #happy,"joy, love, optimism"
+@ColMorrisDavis @The_Borg_Queen_ @realDonaldTrump Amen! He doesn't think at all. #arrogance #supremacy,"anger, disgust, sadness"
+U was posting selfies in the gym last week now ur to scared to buy a McDonald's lol ๐ shows how much ur willing to lie,"fear, joy, optimism"
+"They are burning not Muslims Economy,\nThey are burning the Economy of Sri-Lanka","anger, disgust"
+@Loneranger1166 @NBCNews She's a rhodes scholar! You're so ignorant you probably don't even know what that is #feelsadforyou ,"anger, disgust, pessimism, sadness"
+"So u see, I just wasted 2 hrs to see some extra shadows in the middle of the day #SolarEclipse2017 #dissapointed #OVERHYPED","anger, disgust, pessimism, sadness"
+can't believe i have to go work at the job that i voluntarily applied for ,"anger, joy, optimism, pessimism, sadness"
+@loosewomen #dreadful show. #embarrassing ๐Bear needs to #CalmDown #tryingtoohard #hadtoturnoff,"anger, disgust, sadness"
+Disney having trouble casting Aladdin @tellyleung ....... You should do it! ๐ #warbler #glee,"joy, optimism, trust"
+Why o they call it a happy mea. if it tastes like a whole lot like depression.,sadness
+post wireless blues is too real ๐๐,"anger, sadness, surprise"
+Was watching more Subnatica so fun and funny and IGP is so hilarious #funny #omg #amazing #nice #hilarious,"joy, optimism"
+@zion_kuwonu @TheAustinPorter @nickmara y'all don't follow me yet and I'm ,neutral
+Johnny doesn't seem like the suicidal type #suspicion #tcmparty,sadness
+"Wow that last chick was a bit intense, poor Freddie was a bit unnerved lol #NinjaWarriorAU",joy
+"If I see one more Lakshmi EX enrage, I'm kill someone.","anger, disgust"
+filled with sophisticated glum,"disgust, pessimism, sadness"
+Olivia is the worst kinda girl there is #psycho #dick #ihateu #getoffmytv #loveisland,"anger, disgust, sadness"
+What happens if I get lost? Hmm I think I shall return tho ๐,fear
+@italianirish81 Any republican stupid enough to attend one of these grotesque abominations would suffer a horrible death.,"anger, disgust, sadness"
+"Wonderful morning at my best friend's house. She's at work! I'm writing, eating her delicious fresh bread & cake & drinking fresh โ๏ธ ","joy, love, optimism"
+@SteveConteNYC lovely! ๐,"joy, love, optimism"
+Y'all ever go to your snap maps and click somewhere random like Saudi Arabia?? Bruh shit is WILD ๐๐๐,"anger, sadness"
+"lonely is not being alone, it's the feeling that no one cares. #alone #depressed #anxiety","fear, sadness"
+or just blame the gloomy weather,"disgust, sadness"
+"I dreamt that my dog, Snoopy, came back to life. Man I miss that dog ๐","pessimism, sadness"
+But DAMN the sight of them getting scared af makes me feeel SOOO BAD! Which they should feel afraid cause if their mom don't come n it them,"fear, sadness"
+@scott_mills after you said an apple pie isn't naughty I really want Chris or @gregjames to say 'but a cream pie is' #naughymind #rage,"anger, disgust"
+Sometimes in #life ....\nSee the #statement itself #sounds so #temporary\nNothing is permanent isn't it?\nSo #never #worry let it go & #moveon,"anticipation, fear, optimism"
+"being an entrepreneur at 18 is a real blessing ๐๐ผ the flexibility, doing what you love, and being the one in charge is #great #blessed","joy, love, optimism"
+From the archives... Strikeforce Champ Ronda Rousey 301 #chirp #church #mayhemmiller #naked #rip #rondarousey #twitter,"pessimism, sadness"
+Tomorrow should be interesting if info is being released re away priority & Canalside membership! #outrage #htafc,"anger, anticipation, disgust"
+@5sos i cant wait for the day you release the album so that i can finally unleash my fury \n\ni hate this long ass hiatus ok afshdkflckakdbwi,"anger, anticipation, disgust"
+"Instead of asking #blessing from GOD the Father, remain #engaged on #pilgrimage of remembrance. Never get #tired on spiritual pilgrimage.","joy, optimism"
+Good morning! I hope you all have an amazing Wednesday. #wednesday #positivevvibes ,"anticipation, joy, optimism"
+@Teenique yessss waiting for an epi is for the birds. it sucks. im waiting for walking dead new season๐ฉ ,"anger, anticipation, disgust"
+#note8 #animated said pen. Amazing. Wife loves this one,"joy, love"
+"@angrydwarf9 @carolinesandall It ruins my frigging night each night at 9pm. Mrs loves it, i've been early to bed for a month. ",anger
+Ugh @easyJet really do have the worst customer service!!!!!!! #astounded,"anger, disgust"
+I'm fuming I wanted Hamez,"anger, disgust"
+my blood sugar is 399 and my anxiety is wrecking me and i have court like right now and i made us late bc im fighting w my mom #great #good,fear
+There are girls on my Facebook cheering on the fact that Chyna got a restraining order against Rob just bc of the 'revenge porn' thing,neutral
+"My main concern are the children and his wife thats if she is still stuck with him and if she is, then she's strong af. Jeez ๐","fear, sadness"
+"'Is it that funny to you when someone's sad? In that case, I'll beat you 'till you won't even be able to crack a smile!'","anger, disgust, sadness"
+@AC360 omg. Who is this nan Hayworth person and where did she come from? Send her back!#sad #bad,sadness
+"I just wanna be okay!!\nLike I know I can be all smile and giggles, but hot diggity dang, if that wasn't a mask, life would be swell!","joy, optimism, sadness"
+I see you smiling through the steam of my coffee cup,"joy, optimism"
+@LogitechUK Been there done that ,joy
+@kikisshh @gyorzeppeli 14 year old me is crying in delight right noW AXELLLLLLLLLL โฅโฅโฅโฅโฅ,"joy, optimism"
+i want to ruffle jungkook's hair.... this is so sad,sadness
+Don't be afraid to ask questions! He's real & there's always a revelation.,"anticipation, fear, optimism"
+@SOUNDK2022 always panic before the presentation.. >.<',fear
+@lmwilson92 Girllll I don't even know what's on anymore ,"anger, disgust, pessimism, sadness"
+@JenBhen @jenwinget Cos she isn't afraid not to look as aesthetically pleasing to the audience.,"joy, optimism"
+@DaddysLittleK Wow I've just spotted the cutest human being alive #blessed ๐,"joy, love"
+I've seen the innocence leave your eyes. I still mourn this death.,sadness
+@1pmlunch I coloured my hair bright red AND had a dodgy fringe. #dreadful #nophotos #thankgoodness #betterblonde,"disgust, joy"
+You can pair me with your smartphone. Just lay it on me and by spinning I'll pair it into pieces / #smart #playful #washer #IoT,"joy, optimism, trust"
+#laughing but #crying bc my life is such a shit show,"anger, disgust, pessimism, sadness"
+"Miss Sylvester wants to see you in her office, Mr. Schue. She doesn't like to be kept waiting. #glee","anger, joy"
+You couldn't mind me up more if you tried right now raging ๐๐ ,"anger, disgust"
+Robert called me to make sure I was awake for my night class ,joy
+@cpwomensopen @BrookeHenderson @CHEOhospital @OttawaHuntClub #Priceless love those #smiles,"joy, love, optimism"
+All the proud parents on fb about their kids school report and am shitting myself for Graces arriving ๐๐๐ #troublemaker,"joy, pessimism, sadness"
+genuinely think im dying boys n girls never felt so awful in my LIFE x,"anger, disgust, sadness"
+@malviyamit Fuck off. Enough of this fake solidarity. #NotInMyName was a rabid #Hinduphobic campaign. Stop giving them legitimacy.,"anger, disgust"
+@bookingcom #croydonparkhotel will be receiving a big complaint from me tomorrow #worseservice #rudestaff #furious,"anger, disgust"
+I hate these crippling anxiety. :(,"fear, pessimism, sadness"
+I finally got my drivers permit #yes #readytodrive #nervous #scared,"fear, joy"
+@thewarofexo ohhh HAHAHA. but now i do not have a time to watch kdrama ๐,"anger, disgust, joy, sadness"
+"I'm in such a good place right now, so happy... ๐ I just wanted to share that #positivevibes #optimism #followingmydream","joy, optimism"
+@AlaskaAir as a long time Gold & near Million mile member just had a terrible customer service experience #disappointing,"anger, disgust, pessimism, sadness"
+'....trying to work out how a band featuring Corin Tucker and Peter Buck (REM) could be so bad.' WAAHHHHH @normanrecords #devastated,"pessimism, sadness"
+I'm just trying to watch the dragon ball super episode before I go to work but it won't load so #pissed,"anger, disgust, sadness"
+"@davidgold @karren_brady My shirt did not arrive today as promised, I even pre-ordered it in June, who do I make my complaint to ? ","anger, disgust"
+"@Karma_cutie aw, you make me smile, too.๐๐","joy, love"
+Shoutout to @Enterprise bc nothing be will ever be as #horrible as the last 22 #miserable hours I've spent dealing with your #nonsense,"anger, disgust, fear, sadness"
+A person #hates u for 1 of 3 reasons. They 1) want 2b U; 2) #hate themselves. 3) C U as a #threat. (& don't tell me hate doesn't exist!),fear
+Cochi's face & manner never show sadness. But the guitar always in his hands will play songs that will make you weep. #blues #WIPTruthOrDare,"joy, sadness, surprise"
+MOTIVATION TIP - Great #salespeople know how to increase #business by eliminating #consumer #complaints #concerns #fears and pet peeves !!,"fear, joy, optimism, trust"
+@jnyalero @BelAkinyii Eng.R u call a spade a spade if u were good lets all mourn but if you not pop a bottle and say good riddace,sadness
+I should wear black & mourn a lil'.,"pessimism, sadness"
+I make nebulizer look sexy #DarthVader #breathless #sexy #nebulizer #girl,"joy, optimism"
+"@asksheilas I've tried to get through 3 times today and waited 20 mins each time, what do I have to do to get through?! ","anger, anticipation, surprise"
+animated bts is so cool ok im cryin djdndjenns,"joy, optimism, sadness, trust"
+Just started p30 @mrjonathanlynn's SAMARITANS. Spot-on Orwellian discription of #US HealthCare tragedy exploitations melancholic &HILARIOUS!,"anticipation, joy, optimism, sadness, surprise"
+Ot6 still exist? #julid #deletesoon ,fear
+@joeAlane @KayleyHignell Think too timid. I think a ยฃ50 fee for all for ETs as suggested by @Wonkypolicywonk is way to go.,"anticipation, pessimism, trust"
+is joy okay??? she looked really breathless on stage...,fear
+Getting up for work is so much harder when Charles doesn't have to ๐,"disgust, pessimism, sadness"
+@OfficialPLT when you try to place an order on PLT website and it comes up with an error but still take money out of my account #fuming,"anger, disgust"
+@AuralOrgasim Looking at babies just makes me cross my legs and wince ๐,"joy, love"
+Nothing more fun to do at a day like this ๐ญโ๏ธ๐ง #dark #rainy,"joy, love, optimism"
+@RanaAyyub @rajnathsingh So what's wrong in burning the terrorists alive? If they kill you do you want biryanis and award in return,"anger, disgust"
+had noodles for tea\nyummmmmmy\n#yum #yummy #ddlg #abdl #chgl #noodles,"joy, love"
+nw immortal songs 2 || the blues โฅ,"joy, love, optimism"
+This pain makes me want to hit something!!!!๐ #irritated,"anger, disgust, sadness"
+@kaylynreynolds @katycpstrong Ha brilliant ๐. Its really not ok is it ๐ xx,"joy, love, sadness, surprise"
+"@jamaicajewell burning, throbbing, stabbing. Can't exactly explain how it feels but this damn sht is fvking painful for real","anger, disgust, sadness"
+The times when you need someone to lean on but sadly they are only there if they need you,"pessimism, sadness"
+America...just a nation of two hundred million used car salesmen with all the money we need to buy guns and no qualm,"anger, disgust, joy"
+This Wednesday @ChandlerBMusic #kickstarter begins! Y'all be READY! #ChandlerBayMusic #ChandlerBayEP #tantrum,"anticipation, joy, optimism"
+@mxxxcxxx weekedn cheer,"joy, optimism"
+@funnyrealfact Thx 4 follow! I #terrify with letters&tweets.Prefer I hand out sweets.Perhaps they are powerful like Apostle Paul 2Cor10:9-10,"anticipation, fear, joy, optimism"
+@Hurricane_Surge Id argue that sakura space is the best of the franchise and its not on your list. #dissapointed,"disgust, pessimism, sadness"
+@luxlikelindsey because one of the main symptoms is restlessness and it could explain why he isn't able to sleep/might not want to,"fear, sadness"
+deni & i on here be4: known as friendship goals by all our adorable mutuals ๐๐๐๐ปโจ!โญ๏ธโข\nus now: tweets three times a day about depression,"joy, love, sadness"
+@Not_Yves ๐ me as hell,"anger, disgust, sadness"
+What does this buffoon and his team have to do for you trump fans to bail!!?? #confused ,"anger, disgust, pessimism, sadness"
+"Wow ... I don't know who Jocelyn Alice is, but judging by her rendition of Oh Canada, I'll never buy any of her music #AllStarGame #awful","anger, disgust"
+@EsteemedKompany is dani alves really going to go to PSG in your opinion #nervous,"fear, pessimism, sadness"
+"Felt like a lost soul in front of @katetempest, shivering more than ever #nowordstodescribe #emotional #beautiful #festival #aufoindelarue","joy, optimism"
+My heart is hurting because I had to pour my milk out because something was in it ๐ญ,"disgust, pessimism, sadness"
+3. There is already a lot of resentment against the coal miner and union crowd among the liberals. They are seen as racist and as having,"anger, disgust"
+@thequippster Okay but like why haven't you told me about this yet? ,"anger, disgust, sadness"
+Utd fans taste on strikers have become SO low. Their enchanted by close to poverty level strikers and it's hilarious to see.,"joy, optimism"
+i do love shack shake,"joy, love, optimism"
+"So, basically, Donald Trump was so intimidated by Hillary Clinton that he sought foreign assistance (including cyberattacks) to 'win'?","anger, disgust"
+complainin bitcoin has dropped. The altcoin bubble has burst. Bitcoin cud go to $1800 mid/end July but will rise above previous highs\n#HODL,"anger, disgust, optimism"
+@ian_beckett Have the most wonderful day Ian. ,"joy, love"
+Why is @DonaldJTrumpJr 'busted' bc he spoke w/Russian lawyer? He's a world bizman. Where was the outrage bc @SenSanders honeymooned there?,anger
+Did they offend us and they want it to sound new?,"anger, surprise"
+#fans #gamers what you think @EAMaddenNFL 18 is going to rate the #Dolphins #offense #defense special teams rating & rank out of 32 teams,anticipation
+"#Worry steals your #happiness, robs your #energy. #success #quote #BertMartinez","joy, optimism"
+"Sometimes we create our own heartbreaks through expectations. When #love prevails, fear departs. Learn to be grateful for our moments. Quiet","joy, optimism"
+"how are you my love? @Hashtag_DonJon love youu!! thanks for the smile, that motivates me to keep going!! ๐ so blessed to have you ๐","joy, love, optimism"
+@PinkNews An outrage,"anger, disgust"
+Happy happy birthday @mrjaxtaylor hope your day is f*n awesome! Have a drink or two or five for me!!,"joy, love, optimism, trust"
+Went to 3 western union outlets will take my money but when I need to receive cash from them they won't allow me #bad #service #westernunion,"anger, disgust, sadness"
+@Scientists4EU that is amazing not only can it make people hear it can make us all #cry as well ๐,"joy, optimism, sadness, surprise"
+I've seen some get so discouraged in their old age becos they aren't physically able 2 do the things for God they used 2 do in their youth.,"fear, pessimism, sadness"
+Holding a #grudge is like allowing someone to #live #rent #free in your #head #WednesdayWisdom #MotivationalQuotes,optimism
+Looking up some phone prices online and it just saddens me even more ๐ง ,"pessimism, sadness"
+Good Morning #start 2Wheel #free course *Pune *8888006565,"joy, optimism"
+QLD are like the All Blacks #relentless,"anger, disgust"
+@lukasbradley use the F word as much as you need to. People may start to listen. :),"disgust, optimism"
+@_StevenKavuma I know!! #carefree,"joy, optimism"
+Learning without thought is labor lost; thought without learning is perilous. #Confucius,anticipation
+@sydboyd_ It used to scare me too... But it's better this way.,"fear, optimism"
+"Do #you #said, people never cross the 10! #serious","anger, disgust, sadness"
+Thank you for sending random kind people into my life when I need them the most #smiling #grateful,"joy, optimism"
+Another blow for students as the SU have shunned wildcats for fear they will offend Dr. Dre.,"fear, sadness"
+In less than a month I get to see @NEEDTOBREATHE and @GavinDeGraw in concert with @lilbittysmitty and I already have zero chill! ,"anticipation, joy, optimism, surprise"
+"We get #upset when we are #overlooked for doing things for others, even small things. Imagine how #Jesus feels when he died for our sins.","pessimism, sadness"
+"Lying at the pool with John , ice cream , drinks, 29 degrees and listening to busted โ๐ผ๏ธ #bliss","joy, love"
+Hi @AmazonHelp my hairdryer that is less than a year old has started smelling of burning plastic- can you help?,"anger, sadness"
+Morning Swindon!\nIs there any chance you can cheer yourself up a bit?!! #bleak ๐,"anticipation, fear, pessimism, sadness"
+Words cannot describe the sheer pain of the blisters caused by these new sandals. I am this close to going barefoot all the way home #grim,"disgust, sadness"
+@mycharlibrown @pcbcat43 Happy birthday Mom what a wonderful cake delivery youre blessed,"joy, love"
+I've had my share of trials and tests. But you know what? God has always stayed with me and brought me through! ๐\n#Survivor #grateful #truth,"joy, optimism"
+"If money cannot buy happiness, can you ever be truly happy with no money?","anger, anticipation, disgust, optimism"
+"I'm fuming, I was buying games for it and everything! That's so out of order #AmazonPrimeDay","anger, disgust, sadness"
+"Wear a smile, one size fits all. #inspire #simple #simplethings #motivation #health #healthcare #relax #goals","joy, optimism, trust"
+@Dreamsof96 You want me to slap you? ๐,"anger, disgust, joy"
+My take on recent Yatra. Security forces have done s wonderful job fighting terror. They have also made supreme sacrifice. Civilian turn now,"fear, joy, optimism"
+"Have you ever spoke in tongues, don't be afraid.","anger, disgust, fear"
+Marriage is the place where two WHOLE pple are supposed to come together not a broken sick person seeking fixing it's a terrible arrangement,"anger, disgust, sadness"
+LibertySeeds: realDonaldTrump LizCrokin Great #start for #MAGA ...,"joy, love, trust"
+@RedNationRising @POTUS Agree. I used to love her Fox show until she turned. Now she exudes a bitter attitude. She is done with television.,"anger, disgust, sadness"
+All I want is get my sister @ashleyclaw & @chrisdelia in a room and listen to both of them laugh #Hollywoodimprov #laughteristhebestmeds #๐,"joy, love, optimism"
+"it's still kind of weird that this guy was an Atlantic contributor for so long, mostly as a one-man cheering section for Elena Kagan",disgust
+@narendramodi Really it was very sad and shame!!!,"disgust, sadness"
+blood rage,"anger, disgust"
+"@hugaarondingle God, the way he said that line... ๐ญย ๐ #amazing #loveDannyBMiller #robron","joy, love, optimism"
+"Feeling slightly apprehensive, but amazing after this weekend off๐ ","fear, joy"
+Having a movie day with my favorite today ๐ god I love my lil goth bean.,"joy, love"
+4. I should start numbering these geezใ
ก anyways im filipino but not fluent in the language huhu me โน,"disgust, joy, pessimism, sadness"
+"Quote of the day comes from Queen Cersei herself @IAMLenaHeadey 'Power hungry people are fearful, otherwise why wouldn't you just chill?' ๐","optimism, trust"
+"@StevieRenee3 @realDonaldTrump It's what they'll be known for. Temper tantrums, obstruction, working against the American people.","anger, disgust"
+"1/ ...do not give the devil an opportunity [to lead you into sin by holding a grudge, or nurturing anger, or harboring resentment, or","anger, optimism"
+@mythos1014 I think I will tomorrow. I ain't ready for all those feels though. ๐ฅ,"anticipation, pessimism, sadness"
+Does every #GOP have an #obnoxious #TWANG? WTF? Watching #FOX is #shocking! More #hicks than I can stand!,"anger, disgust, sadness"
+@GMA4Trump_ Nope we don't have it. It's an #outrage,"anger, disgust"
+I love when gg cheering up eo. Apink rv mamamoo jjang!!!!,"joy, love, optimism"
+"Morning! Good vibes today people!! It's July 11, 2017 at 09:00AM #goodmorning #twitter #happy","joy, love, optimism"
+I'm new to the #instructionalcoach world and would love to know your fave resources! I will be in a high school new to IC. #nervous #excited,"fear, joy, optimism"
+"#upset #emotional\nMissing loved ones, wishing they were with me and this nightmare was over ๐๐ฅ","anger, disgust, fear, pessimism, sadness"
+"@balbirpunj @sgurumurthy #Conversion is root cause of most acts of violence, wars & #terrorism in history of human civilisation .. !!","anger, anticipation, disgust, fear, sadness"
+"Jordan is helping Arya hunt a moth, lifting her up to get it on the walls. it's super adorable. #kitten #boyfriend #adorable #hunting","joy, love"
+@carelcj_ homyghad ๐ข,sadness
+Daniel killing her ex doeee๐ซ๐ซ๐ซ๐ #insecure,"fear, sadness, surprise"
+Paul is such a fucking bully! Dam leave the poor guy alone. He went on #BB19 to play the game same as you SMDH pathetic #annoyed #worstvet,"anger, disgust"
+@djallsorts playing Bliss #bliss A Quiet Coversation taken from the Six Senses Album by Claude Challe #claudechalle,"joy, optimism"
+"A #happy woman is always ., A #beautiful woman !๐๐\n#womanhood #beingwoman.","joy, optimism"
+"For Goldman, it proved to be a PR nightmare. The bankโs investment arm was blasted for snapping up what were labeled โhunger bonds,โ","fear, pessimism"
+"I would anybody have seen it\nIโll laugh all the car?\nClothes are really gettin in a night I lost myself, hating myself, I","anger, disgust, sadness"
+It's my #party #Hashtag10 and I'll #cry if I want to ...... Not really! #Hashtag10 celebrations and I shall #rejoice! I love quirky ones!,"joy, optimism"
+I was so scared!.. I thought I lost another daughter tonight. #grateful OTMโค,"fear, joy"
+"@SweatbandActive Bullies, rudeness and littering all make me #mad!","anger, disgust"
+The @StandardDiary nailing @SarahTheDuchess the other day was very amusing! 'I've written 56 books... ' @standardnews #hilarious #funny,"joy, optimism"
+@snowberrytae When I just added @Gochi_mong on snap yesterday and I watched her stories today....oh lord Iโm just torturing myself ๐คฆ๐ปโโ๏ธ๐ญ,"anger, disgust, sadness"
+My boss' have a right grudge against me today๐,"anger, anticipation, disgust, sadness"
+"When I get clear on what actions to take, my #fear transforms into excitement because I am in step-by-precious-step action. Can you relate?","anticipation, fear, joy, optimism"
+I'm blessed with a wonderful older sister I'm so happy,"joy, love"
+Codes? Lyft codes? We got em! Use: INVITES -- Want to ride anywhere free? #wonderful,"joy, optimism"
+I always get annoyed or unhappy about the way I look in pictures but I have to accept that you can't change your face lol,"joy, optimism, sadness"
+@ChrisCuomo Same as the bully in second grade. Classic.,"anger, disgust"
+"The number of ppl who took it the wrong way is not that alarming, but srsly why do u think lyt dat man oy ๐",joy
+"@Marcella_Jonas One of the twins was sleeping next to me. I tried to cover my laughter, but I shook so hard she woke up!","joy, love"
+@ABCTV @AuSenate @annabelcrabb I confess I didn't watch last week. #bad Are you going to do an episode on accessibility?,"anticipation, sadness"
+"Whenever u have a bad day, just remember that there's a bitch stalking you like it's their religion just to see if ur happier than them ๐","anger, disgust, joy, optimism"
+@Muhd_Babba I started reading it but it made no sense kawai I left it ๐
,"disgust, pessimism"
+@CaxtonSupport I'm sorry but I don't know what DM stands for. I know a PM ๐. But sadly not a DM. It won't create an account to find.,"anger, disgust, sadness"
+"bro im fuming right now how the fuck did we hand them over james for 45m, we probably paid for his plane ticket aswell so shameless","anger, disgust"
+You hold my every moment you calm my raging seas you walk with me through fire and heal all my disease ๐๐๐โคโค,"joy, love, optimism"
+@CallumOBrien3 @PlymouthHerald Getting common place now I'm afraid ... even getting the 'on this day ' articles repeated ... !,fear
+Smile because you have the promise of tomorrow and the next day and the next day ..endless possibilities ! #focus #live #happiness,"joy, optimism"
+I don't even have a Parking infraction in this City I Graduated 25 years ago. I have been completely #sober since May of last year. #RockOn!,"joy, optimism, surprise"
+"Dirty Den returns, bursting forth from his grave to deliver a horrible vengeance.","anger, disgust"
+"Over 9 hours, 6 trains and 7 stations only to be back where I started #nightmare","anger, disgust"
+Idk why tiff always have a 6:30 am alarm that rings everyday for,"anger, anticipation, disgust"
+You won't find #excuses if you seek #optimism. #realtalk,"optimism, surprise, trust"
+Confidence c|mos not from always being right but from not fearing ho be wrong.-Peter ;. Mcintyre,"joy, optimism"
+"@realDonaldTrump How many in your family,Admin or camp need to get caught with the hand in the cookie jar @DonaldJTrumpJr #idiots #sad","anger, disgust, sadness"
+Kidnapping and hostage-taking threats are on the rise. #civics #war ,fear
+Does anybody mom annoy them just by talking and she probably not even trying to annoy you ๐,"anger, disgust"
+@cherishnorminah well be offended then cause im speakin truths here ๐,"anger, disgust"
+"Chanyeol always cheering, he'll claps loudly and very happy when talks about something funny","joy, love, optimism"
+Well played radio station. Playing the song 'Total Eclipse of the Heart' at the start of the eclipse! #Eclipse #brilliant,"anticipation, joy, love"
+@superdupertashy What's with the frown? Cheer up!,"joy, optimism"
+@Kawells00 Oh your art so wonderful ๐ญ,"joy, love, optimism, trust"
+@kimberlee__xox awe thanks you so much โค๏ธโค๏ธ love you too,"joy, love, optimism"
+@LiamPaulCanning Gotten on the wrong side with Dortmund as well. Watzke not happy with how they handle the situation. #arrogance,"anger, disgust, sadness"
+@LondonEconomic Sometimes our judiciary just leaves you breathless and speechless.,"anger, disgust"
+Don't be discouraged.,"optimism, trust"
+@KOlusola @CurlineO Just look at those happy smiles! Beautiful! ๐,"joy, love, optimism"
+@Everton @WayneRooney Did you not film them when we equalised ? Hmm didn't think so #disappointing,"disgust, sadness"
+"smile princess , it looks good on you ..","joy, love, optimism"
+What a raucous crowd today @GCSchoolsNC #GCSArtsPD17! How often does one hear applause and cheers at PD?! #excitement @ARTSEDNC @nakiahardy,"anticipation, joy, love"
+I'm actually very irritated ๐ก,"anger, disgust"
+fuck shit fuck fuck shit #suicideISanoption,"anger, disgust, sadness"
+Me: yells at ppl for having low self-esteem\nAlso me: burning myself in a trash can in a dumpster in hell for ppl with no self esteem,"anger, disgust, pessimism, sadness"
+@sebastiankurz : We need more mutual #trust to increase #security & fight #terrorism & #radicalization in Europe #osce17AUT #Diplomacy140,"anticipation, fear, optimism"
+"I feel bad for people who don't understand my sarcasm. They think I'm mean, but really I'm hysterical & they don't realize it. #sad #funny","disgust, sadness"
+I hope everyone has a safe and fantastic day!!! ๐,"joy, love, optimism, trust"
+"Me: How much price for this poster of this sexy man? Sales Clerk: That's a mirror, sir.\n #LaughOutLoud ","joy, love"
+"I do not fear bugs, as being poor.","disgust, fear"
+Skyq is ๐๐ผ but it's about time @SkyUK sorted there internet out! ,"anger, joy"
+@VarunsPrincess_ Huhh It's awesome ๐\nI'm obsessed with it ๐๐,"joy, love, optimism, surprise"
+"By the lack of cheers for cozart when he was announced, one would assume people don't know who the reds are. #cincysports #depressing","pessimism, sadness"
+I hate the smell of cigarettes.. ๐ ,"anger, disgust"
+whats for #breakfast today ? i have 2 slices of #bread out i #toast them #spread them with #butter & #strawberry jem and yum #delicious !,"joy, love, optimism"
+.@PayPal why do you always make it so incredibly difficult to do anything or get anything resolved? #customerservice #sucks,"anger, disgust, sadness"
+I'm #afraid he might kill me if I'm not good!,"fear, pessimism"
+"โTell me, Doctor, are you afraid of #death?'\n'I guess it depends on how you #die.โ","fear, pessimism"
+You won't reach a #goal you hide in a drawer. Keep it in front of your face at all times. #WednesdayWisdom,optimism
+It's arrived and can't wait to read and learn! #specialneedsandlegalentitlement 2nd edition. If it's as good as the 1st edition ,"anticipation, joy, optimism"
+"And now that Im having the other way around, i feel so upset and sad",sadness
+I need a beer #irritated,"anger, disgust, pessimism"
+Reason #1001 why moms would make great elected officials...negotiating a two year olds . #hardwork #worthit #maybeitstheeclipse,"joy, optimism"
+I cry whenever they call me mico chan ๐ญ,"disgust, pessimism, sadness"
+@Mike_J_Lord You're welcome ๐,"joy, optimism"
+"yikes got my first job interview next week, haven't had one in years ","fear, joy, pessimism"
+@IrmaDiggs @rollcall These cuts don't just sting. Sting I can handle. These cuts are amputations.,"anger, disgust, pessimism, sadness"
+"seulgi, fret not. that's okay!","anger, anticipation, joy, optimism"
+Time to get my dreads back I miss them ๐ฉ๐ฉ #dread head #girlswithdreads,sadness
+I need a LIST of group that debuted in 2010 and disbanded so I can grieve,"anger, pessimism, sadness"
+@SWATI_V_JOSHI Goons of Mamata spread everywhere as terror elements.,"anger, disgust, fear, sadness"
+@LePetitChatNYC @NYGovCuomo @MTA ugh i dread having to ride those trains again,"anger, disgust, fear, sadness"
+Morning all! Here's to a #wonderful #Wednesday with #warm #weather & #happy #holiday makers may the #sun #shine on #Cornwall #kernow #enjoy,"joy, optimism"
+"(I've been shaking for the last 30 minutes, I've steadied to the point where I can type again lmao)","anticipation, fear"
+"@pattrice It's a bit sad really. You'd think that he/she/it had something better to do, wouldn't you?","pessimism, sadness"
+@stephaniemain2 haha Use separate sheet if necessary ๐,joy
+@justapenname @lettrs @RealJamesWoods btw you're a #brilliant,"joy, optimism"
+Lost my glasses right before I'm supposed to see a movie at the Chinese Theater. #pissed,"anger, disgust, sadness"
+@_antithesis_1 @saikatd Don't insult donkeys,anger
+"You can be discouraged by failure or you can learn from it. -- Thomas J. Watson,#motivationalquote,#success",optimism
+"It's a terrible feeling walking into a spider web,but I try and make myself happy w/ the possibility I could turn into spidergirl. #comickid","anger, disgust, joy, optimism"
+This is the day the Lord hath made! I will rejoice & be glad in it!,"joy, love, optimism"
+#Vocabulary #1: Crap : extremely poor in quality.\n\nEx3: That movie was terrible. I can't believe I just wasted $10 on such #crap !\n\n#English,"anger, disgust, sadness"
+R5 fans confuse there hatred for being called a Disney band with hatred for a&a. Sad.,"anger, disgust, pessimism, sadness"
+"@emilyhroderick Electronics also have foibles, personality faults, like to sulk and crash just like humans... switch off and desolder","anger, disgust, sadness"
+@Jeremy_Hunt Unbelievable #arrogance to think you know better than #StephenHawking .,"anger, disgust"
+Remember : first come the fear then the blessing. Wooh!,"fear, joy, optimism"
+@azta110790 sports will always be ,neutral
+if jk realize what taehyung did can he do that to taehyung as a revenge? i would love to,"anger, anticipation, joy"
+@WthrmnSlaughter whew! I was nervous!! ๐๐ฝ๐๐ฝ,fear
+I want a whole show of @chrislhayes just reading emojis. #adorable #inners,"joy, love"
+Attention seeker Chris Uhlmann highly aroused over the attention he drew to himself now enjoying some fists of fury time @abcnews @abc730,"joy, love"
+i got a place at that school and i start monday!! i'm so excited! (even if it is just 3 days haha),"joy, optimism"
+@Geordiegirl1967 @TKnicegirl @castielsmish they need time to grieve.,"disgust, pessimism, sadness"
+@LackWille To much good lookin for one picture ๐,"joy, love, optimism"
+New Lyft User? Use code to get credit: INVITES #Hey coupon clippers! #cheery #LyftNOW,joy
+๏ปฟMummy came home and ordered pizza even though there's food in the fridge. I ain't fighting the hypocrisy this time #jalepenos #pine #chicken,"joy, love"
+@Miss_Wisconsin It's amazing what not being told no enough can raise. #horrid,"disgust, fear"
+@20committee Don Jr lawyered up with the wrong folk. He aint so bright.,"disgust, pessimism, sadness"
+What can you say about @rogerfederer #awestruck.....,"anticipation, joy, love, surprise"
+Day 1 tom ๐ฑ,"fear, joy"
+I can feel my skull shatter from the dull chatter\nBrain spattered on the wall\nGrey stains won't dissolve\nNow I have to paint it all,"disgust, sadness"
+@vivschwarz Yeah I'd terminate your contract. I had a similar problem in last place where I was told I should have 'business broadband' ๐ ,"anger, disgust"
+"#Impeach\nJust a reminder - we have a bratty, infantile, insecure man running the country & congress is allowing him to throw his tantrums.","anger, disgust, pessimism"
+This airport's so grim it makes Gatwick feel like Buckingham Palace,"anger, disgust, fear, pessimism, sadness"
+"Smiles and laughter are always good, but never forget your Poker Face - Kaito Kid #DCQuotes","joy, optimism"
+@realDonaldTrump is such an #ass. He thinks being #president is his stage to get #attention. He's like a baby throwing a #tantrum,"anger, disgust"
+Alien Newborn - Alien: Resurrection (Sideshow Collectibles) - This thing really was an abomination! #horror #aliens #figures,"anger, disgust, fear"
+#good to learning #wisdom << reform (v): make in order to improve something >>,"anticipation, optimism"
+Having a 280 day snap streak end is heartbreaking,sadness
+Find research about terrorism over time and around the world; extremist and terrorist groups.,fear
+Sometimes you have to smile to hide your fears and to laugh to hide your tears,"joy, optimism, sadness"
+I am trying to get through to the #RAC because I've had a car collision..been waiting in a queue for 16 minutes #shocking,"anger, disgust, fear"
+@KETV Very scary but so glad the nabbed him. Afraid there may be more :(,"anticipation, fear, pessimism"
+I LOVE @AerialWarehouse - conquering my #fears and gaining #strength and #grace ๐ช๐ผ๐ซ๐ #aerialsilks #aerialarts,"joy, love, optimism"
+Provide gainful employment to men and women so that they don't end up joining vigilante outfits or terror squads,"anger, anticipation, disgust, fear, optimism"
+@ChristinaSNP All this great news.... it must be hurting some folk to be happy about this. ๐,"joy, optimism"
+yesterday was amazing. thank u #mtv cant wait for the #interview the #irony is 7.10 was also supposed to be my 7 yr anv. plus6yr. ,"joy, optimism"
+"Creator, Jack Dorsey: 'The definition [of #Twitter] was 'a short burst of inconsequential information,' and 'chirps from birds'.'",disgust
+@DavidLammy This kind of abuse is UNBELIEVABLE and an absolute disgrace. It makes me sad to see this #dismayed,"anger, disgust, sadness"
+Going to #BigApple tomorrow! Loving #NJTransit #commute! Wearing #khakis #whiteshirt #maybeblue #brownshoes #macys #joy #jealousyet?\n#usa,"joy, love"
+@DaddyZoey Yea I'm going to go back when I get off work because that's ridiculous ๐ญ I'm super pissed,"anger, disgust"
+"no offense to those who love k culture, u can love it all you want bbs!! ๐ but i just personally want to get to know my own country's-",optimism
+โI canโt afford to hate people. I donโt have that kind of time.โ โ #BobRoss ๐๐ #TuesdayMotivation #sober #xa,"joy, optimism"
+Difficult roads often lead to Beautiful destinations! #keepgoing #keeppushing #startsomewhere #key #start,"joy, optimism"
+There's nothing more #depressing to me than thinking about how many times I will shave my legs in my lifetime. #showerthoughts #writer,sadness
+@btsportfootball he will haunt RM in the CL,fear
+"@NexaExperience Most pathetic after service experience for Baleno servicing, #horrible Feel i have made a mistake buying","anger, disgust, fear"
+Strapless wedding dresses look awful on most people. \nJulianne Hough looked great ๐๐ผ,"disgust, fear, joy"
+Lady singing really loudly with headphones on making everyone giggle @greateranglia #train #journey #smile,"joy, surprise"
+He is very playful and can hardly stay in one spot.,"joy, love, trust"
+@tiffanyreisz Never a dull moment with you two๐,"joy, love, optimism"
+"Carlsbad #Rouladen is one #delicious, hearty, home-style dish! Stop by and let us know how you like it! #getdtl #ldnont #chaucers #marienbad","anticipation, joy, love"
+@pdmcmagic Everyday I'm #stretching my elastic bands ready for #practicing #magic #entertaining,"joy, optimism"
+"@psychoticdream1 @CNN Wow, there is at least 1 person who still watches CNN. ๐ have a nice day! Clearly ur still pissed u lost ๐","anger, disgust, joy, optimism"
+Really sad to hear about terror attack on pilgrims. Condolences with victims family #NotInMyName,"fear, sadness"
+oh crap...I lost $100 on poker games yesterday :(,"anger, disgust, sadness"
+panas sia omg i cannot ๐ก,"anger, anticipation, disgust, sadness"
+It's been just over a decade since #NickSaban quit as the @MiamiDolphins head coach! Good coaches don't quit #suckynflcoach,"anger, disgust, sadness"
+That maybe she just lost her job in the recession and is trying out a new career path,"anticipation, optimism, sadness, surprise, trust"
+"Honey, you hurt me the way the sun touches my skin today #burning","anger, disgust, sadness"
+@Sailingflyingd @kylegriffin1 This is what happens when blinded by raging hatred,"anger, disgust"
+Why so sensitive?! Did someone put you in your place???? #awe #shutthefuckup,"anger, disgust"
+yo where my sullen state stans @,neutral
+The optimist sees opportunity in every #barbecue; the pessimist sees barbecue in every opportunity.,"anticipation, optimism, trust"
+#funny #quote #joke Hilarious joke quote of the day! For more funny jokes pics and great humor quote,joy
+@Bethanblog Happy to help :) If there is anything we can do for you please don't hesitate to ask. - Thanks - James K,joy
+"*gen math class*\n\nms: what is the value of x in this eq'n?\n\nme: x is 10....tial dread and suffering is a prison without escape, only death.","anger, disgust, fear, sadness"
+@Scriblit @TheMendozaWoman Ugh! Not those vile men again. ๐ฑ,"anger, disgust"
+The excitement I get when I see tipping point is on tv is rather sad,sadness
+There really isn't a more depressing feeling than coming home from a holiday ๐๐ฝโโ๏ธ๐๐ฝโโ๏ธ,"anger, disgust, pessimism, sadness"
+@liwei987891 Greetings! #Depression is #anger inward.Secondary feeling.Its hurt needs #healing.Tears taken from inward to outward.Eph4:19,"anger, sadness"
+"Is that a fashion to wear a tight pants, so u can see a camel toy? Lol ๐คฃ #fashion #girl #girl #pants #fact",anticipation
+Be weird. Be #happy. Be #grateful. Be #positive. Be open #minded.\r#love #bliss #success,"joy, optimism"
+Every time I fart my dog jumps in fear hahahaha yass,joy
+Fuck @mariannethyssen Let us go for #splendid isolation !,"anger, disgust"
+"@ComeJesusSoon trembled, the #earth quaked, and it became a very great #panic. [2/2]","fear, sadness"
+Looking for a Lyft ride? $50 free w/ Lyft Code: CLEO # MK #mirthful #LOVETOSAVEMONEY,joy
+"You still have hope Of being lonely, apart, not having a baby. #dismal","pessimism, sadness"
+Going to finally start getting ready for my moveโบ๏ธ ,"joy, optimism"
+@No1likeNole @danielNolefan Ugh..hate Manarino got this game ๐ฆ,"anger, disgust, pessimism"
+I let my anger get the best of me yesterday & I feed in,"anger, disgust, optimism"
+@itscxelsea Whats more sad are the adults who continue to do it afterwards,"pessimism, sadness"
+"I've lost many things, but earned many more. #grateful","joy, optimism"
+"@StansburyShow you'll have to forgive me, I have a personal grudge against cnn that dates back as far as the first gulf war.","anger, disgust, pessimism, sadness"
+Game of Thrones was like The Revenant on high ๐ค๐๐ป๐ #zombiebear #GameOfThrones #GOT #whitewalkers #terrifying #TheRevenant,fear
+@FoxySnaps @NengoHD @SGalehaut How did you attend men ๐ฑ,"anticipation, surprise"
+My hittas a shake the spot if I point my finger,"anticipation, disgust"
+#dull start,"disgust, pessimism, sadness"
+"This morning, watched a hummingbird, two cardinals, a bunch of finches, a large bunny, and a baby bunny all feasting in the backyard. #happy","joy, love, optimism"
+Accidentally looked directly into the solar eclipse. Didn't die. Didn't get superpowers either. #disappointing #SolarEclispe2017,"pessimism, sadness"
+@JeannePaulShop @CrocBead This is such a pleasing color palette!,"joy, love"
+"@RichardAArnold I miss you! ๐ As soon as Piers Morgan has gone, I'll be back. Hope all is well with you ๐","joy, optimism, sadness"
+"@Legendaerie Yeah, she just this tight boiling knot of anxiety and anticipation too. Be writing in a bit - still working around house atm.","anticipation, fear"
+@Girlpower1960 @tomshattuck @realDonaldTrump Oh whoops! Sorry! ๐
,"disgust, joy, pessimism, sadness, surprise"
+"The good thing about being a pessimist is that when I have low expectations all the time, I am pleasantly surprised more often. #pessimist","pessimism, sadness"
+You grieve for those who should not be grieved for;\n#KissablesLoveSMShopmag\nAllOutDenimFor KISSMARC,sadness
+@ntyrbbygrl U make my heart flutter,"joy, love"
+I get so heated when I see people go to Thailand and post pictures at places I KNOW animals are exploited and abused. #fuming ๐,"anger, disgust"
+"One hour great, next hour, bullshit! Welcome to Goodyear! #๐ ","anger, disgust"
+"@thetrudz #PrimeDay , free slurpee day at 7-11's, national chicken day, i got some multitasking to do and squeeze in my dr. Appt ๐ง",joy
+"When They Put Kiwi N Strawberry Together, Jesus Wept! ๐ข","anger, disgust, sadness"
+@JustinOEarlwood #awesome news for the blues,"joy, love"
+The sounds of #summer #cicada so loud today. Catching up on some @JoinTeamAlpha #dread,"disgust, fear, pessimism, surprise"
+@MaxineWaters Love you! #relentless Thank you for being a voice for our country!,"joy, love, optimism"
+"my dog is a dick. started crying. got on the floor to see wuts up, rite? lil bitch start biting the shit out of me","anger, disgust"
+It's #AmazonPrimeDay! And I'm #broke. So in reality it just another day for me #depressing,"pessimism, sadness"
+@milksol he knows wonwoo can't hold any longer when his fingers trembling uncontrollably :( so sol gives his mask for wonwoo and,"fear, sadness"
+"@VodafoneIN Network bandwidth died after 9gb offer reedemed, damaging loyal customer relations #improve","anger, disgust"
+"We face elimination tonight, 6:15 @ Mahoney #RoadToMahoney #optimism",optimism
+@DavidBegnaud So horrifying. I feel such sadness for the families.,"disgust, sadness"
+@UnitedStandMUFC So English clubs get over charged and other clubs like Real Madrid bully to get players on the cheap,"anger, disgust, sadness"
+seeing sope perform otsukare always makes me happy no matter how much of a bad day I have,"joy, sadness"
+@Dannnnaaaayyyy Disrespeting music smh #hurt #offended #notcooo #wow,"anger, disgust, sadness"
+"My life has been a #crazy, #painful, #awful journey full of #disappointment, #harassment & #abuse","anger, disgust, fear, pessimism, sadness"
+@aegyotaetae @oyeakasha One of my favourite clips ๐,"joy, love, optimism"
+"@WestHam_Central Hart is a good keeper, let's not kid ourselves. His kicking is poor which is my only concern.","fear, optimism, sadness"
+@OddNMacabre #TuesdayThoughts #horror damn it's tough to chose. But I will go to camp crystal lake but not as counselors๐,"fear, joy"
+It bugs me that people concern themselves so much with what other people CHOOSE to do with their money ๐๐,"anger, disgust, surprise"
+Worst missing is missing ur ownself u used to be once upon a time. #happy #ambitious#innocent #LifeDreamer,"joy, optimism"
+when will i ever be happy with myself?,"pessimism, sadness"
+although I laugh and I act like a clown beneath this mask I am wearing a frown my tears are falling like rain from the sky,sadness
+"left coffee on dresser, off to a great start","disgust, joy, optimism"
+Trying not to be annoyed but I keep getting told I'm on lists for things and then everyone's on the list except for me ๐,"pessimism, sadness"
+Enjoying #StarGateSG1 on @WatchComet.! ๐๐ผ๐๐บ\n#Stargate #SG1 #Watchcomet #Comettv #syfy #scifi #sciencefiction #tv #freetv #antenna #enjoyment,"joy, optimism"
+You get out of a relationship now 'hoe is life' don't make me laugh ๐,"disgust, joy, optimism"
+Up early. Kicking ass and taking names. #offense.,"anger, disgust"
+"Dont sink to the level of those who insult you. Rather, rise to the level of those who inspire you. Deliver result, not insult","anger, optimism"
+What do you call a camel with no humps? Humphrey! #joke #writerslife #HAHAHA #WednesdayWisdom,"joy, optimism"
+If people tweeting about #loveisland we're as passionate about other topics the world would be a much better place! #dull,sadness
+Watching #insecure ... this bitch cheating on her loyal ass Boyfriend! And she makes breakfast to stay happy ๐,"anger, disgust, joy, pessimism, sadness"
+@queenjlouise @mamaw_gereck awe thanks ๐,"joy, optimism"
+@AaronSandhu23 I'm sorry for any disappointment Aaron. It could be worth asking to move seats if you aren't happy to sit by the exit ^BM,"disgust, pessimism, sadness"
+"While it's #entertaining to watch other #passengers apply their #makeup on the #bus, I do wonder why they don't get up 5-10 minutes earlier!","joy, optimism"
+@PriyankKahar @narendramodi Don't worry Narendra Modi is not Manmohan Singh.,"anticipation, optimism"
+@SimonHeath1 @MJCarty @hilarygallo How's your day progressing folks? I've been profiled as a red classic director with fiery undertones.,anticipation
+solar eclipse = annoyed mood but grateful. #cantwait #awe #cool #soon,"anger, joy, optimism"
+@jaimitoelcrack7 Seriously...I've been sitting here for five minutes watching this in awe. It never gets less amazing.,"joy, optimism"
+Damn I just walked up to the train station and I literally died ,"disgust, sadness"
+promoting taeny while tiff is here yes ๐,"anticipation, joy, optimism"
+"Club Night tonight @ Loe Beach is CANCELLED due to horrible, horrendous, inclement weather!!","anger, disgust, sadness"
+Traffic delays continue around Broadway #Treforest due to burst water main @DwrCymru currently dealing with the situation,"anger, disgust, sadness"
+"I felt the microphone, and haunt.",fear
+"Hey @DonaldJTrumpJr, you're going to go to jail one day. ","anger, disgust"
+@voguelayout fback โน,"anger, disgust, sadness"
+Too many of us are not living our #dreams because we are living our #fears.,"fear, optimism"
+Nothing wrong with #anger it's how you use it!,"anger, optimism"
+"Each of ye separate FALLEN; if we quickening his wrath upon us, will only cause our PAIN to be more unbearable in that PIT.","fear, sadness"
+Okay this girl On teen mom is screaming but she only 2 cm dilated ๐ญ when I was 2 cm I was just pissed bc she wouldn't give me water,"anger, anticipation, disgust"
+10/10 do not recommend burning your scalp in the sun. my parting is glowing red and it burns ๐ whereโs a cap when you need one?,"anger, disgust"
+@shilengG Heeeeeey shilaaang ๐,joy
+@Roberts_An28 Ahww noo don't be shy! I don't bite ๐ซโค,"joy, optimism"
+@HundredRecs Nashville Sound lyric book edition! #glee,joy
+mad when you stop making all the effort and it goes silent ๐,"joy, sadness"
+I'm so upset ๐ญ,sadness
+@Skinnytaste made your Chicken Tikka Masala w/ cauliflower & peas tonight. So delicious didn't even get a chance to snap a pic! #delicious,"joy, love"
+finally!! ๐ญ,"joy, optimism"
+All these boring stations with this side bully just being tough on someone sha\n... ๐๐๐๐,"anger, disgust"
+"@TheVintageYear growl like a dog, see if she lifts herself off and gives you space?",anger
+"please, more comments from #tweeters that don't look at charts! #adorable $snap",joy
+@YourHorrorHost & @pdeblassieiii THANK YOU for the retweets. Much #appreciated!!! #horror #monsters #MonsterBrawl @Sirens_Call,"joy, trust"
+@shinigamishinz0 I was fuming at this!!!,"anger, disgust"
+ha ๐ ha ๐ i just realised that i've never actually been to therapy and i still don't know if i'm depressed or just sad all the time,sadness
+@balleralert @akadmiks these kind of cops are the reason people hate cops & cant trust anything ,"anger, disgust, fear"
+@TuckerCarlson @krauthammer @FoxNews They always need the drama and a fight to feel adaquate. Sad power is so insecure!!!,"anger, disgust, pessimism, sadness"
+"@realDonaldTrump There's a time and a place for the exclamation point, and it is not when offering condolences. #gravitas #solemnity","anger, disgust, sadness"
+@FoodwiseWomen @GilesMacDonogh Thank you ๐,"joy, love, optimism, trust"
+Cannot express my #hatred for @ATT they even screw me at work! ๐ this is 2nd time they cut our lines #idiots #worthless #needtobefined,"anger, disgust"
+When the water is boiling add in the spagetti,neutral
+@sheikhsafina Guts? ๐๐๐ go and sunk your face in sand,"anger, disgust, pessimism"
+"If the blues were whiskey , I'd stay drunk all the time",sadness
+"@ldlapinski peas ARE pretty awesome, you make a valid point. (So much for saving ahead of moving away from home) ๐","joy, optimism"
+Dropping son off this morning then shopping with my girls for shoes wedding fun this afternoon. Your TL won't explode today. ๐,"joy, love, optimism, surprise"
+It's 6:30 in the morning and I'm dry ass up ๐,sadness
+"I want to rant about something in the trans community, but lol I don't want to offend people",disgust
+@womensmarch I remember when Ron Reagan said tear down that wall. Trump is so afraid of 'others' he obviously doesn't feel safe. ,"anger, disgust, fear"
+This special report interrupting #bachelorinparadise #pissed,"anger, disgust, sadness"
+"SC throws ball in Union Govt's court , Says Govt should make law on #TripleTalaq #disappointing","anger, disgust, pessimism, sadness"
+@CapehartJ I woke up in dread too. #2017,"fear, pessimism, sadness"
+Drizzling Drizzling Cloudy smoky weather .... Weather is so pleasant... I wish I could drive a Car ๐ญ,"anticipation, joy, sadness"
+"@MiMe1958 @JohnWhyte17 No empathetic and realistic, I know when enough is enough unlike the rabid GOSH bashing mob.","anger, disgust"
+"@realDonaldTrump Mr President. Hell hath no fury like a Democrap scorned! They offer no alternatives, just obstruct. That's all they have.","anger, disgust"
+@payne_quaray You might have been doing it for the wrong one. Don't fret ๐,"anger, disgust, sadness"
+Love it when @JenniferHorn is laughing as hard at @brianwhitman's rif as I am! ๐ #crying ๐คฃ๐คฃ #chateaubriand @MorningAnswerLA,"joy, love"
+"@mandzvester ๐๐๐\nThats why I work on my own, to many miserable fok around ๐\nAfternoon Smiley๐x","joy, optimism, surprise"
+Detest living on the west coast of Scotland with all the bigoted sectarian shite from WATP lowlife. Then I look at Norn iron and I cheer up๐,"disgust, joy, optimism"
+"@EdmundPAdamus That's the horrific irony; while we 'cleanse' society of moral value, a new religion will rise up & fill the gap - unhindered","disgust, fear"
+Y'all hate anything y'all not apart of or don't understand.. #miserable,"anger, disgust, fear, sadness"
+Thames beach #datamosh #glitch #glitchart #digitalart #abstractart #newmediaart #imagemanipulation #londontown #riverthames #dystopia,neutral
+@AsfandKhan6 Glad it went well ๐,"anticipation, joy"
+"@nytimes @pattonoswalt I am so happy that you were able to expands your heart and find happiness again, congratulations! โค๏ธ","joy, optimism"
+@AGT I am sadden by this #great talent # RIP Brandon Rogers๐# praying 4 his family may his short life brings you comfort# called home early,"joy, optimism, sadness"
+@975Mornings hey! I resent that .... I have toe thumbs,"anger, disgust, joy, optimism"
+#sadness #cry ๐ dad will never understand his 3rd child,"pessimism, sadness"
+Noses are tumbleweed sages are lavender cats is horrid and so is a skittle,"disgust, fear"
+@film_girl @BestBuy I got the 'currently not available for online purchase.' #cry,sadness
+@itsjordansroom Good Morning to you as well Miss Jordan!! Have a cheerful day!,"joy, optimism"
+"Luca is always so vivid and joyful, he has to be more careful-! //runs after him","joy, optimism"
+Okay but I was sad I was missing out on bubblegum ice cream today at the fair so my friends brought it to my work ๐ค ,"joy, love, sadness, surprise"
+"If GOD said it, then HE will do it...no need to fret, worry or fear! #pray #trust #believe #beatPeace #HEsGotThis #letFAITHarise Phil 4:6-7","joy, optimism, trust"
+"The gravediggers looked #solemn. The groundhog blinked back tears. The crows fell silent.\nHey, what about ME! crowed the rooster.\n#vss365","fear, sadness"
+idk if i should be angry or happy that a local & trusted online shop i've been following since 2015 is already doing wanna one g/o's KJDSAHK,"anger, disgust, surprise"
+PC Claire Boddie commended for courageous restraint of an Annunaki male by @RoyalFamily @AandSPCC @theresa_may #news #bbc #cnn #terror #rt,"fear, joy, optimism"
+My patient gave me a business card and it's given me so much glee to grind the thing.,"anger, disgust, joy"
+"dont #intimidate the powers that be; it just takes a look back, n whn the intimidateds start #intimidating u wont find a place to hide","disgust, fear"
+McGregor is a clown ๐๐๐ #hilarious #MayweatherVsMcGregor,"joy, surprise"
+@RobloxDjWest Nice to hear that birds 'chrip' instead of chirp ๐๐,"joy, optimism"
+@LFC_Povey I'm enjoying this so much๐ they're hilarious. I've a headache from laughing... I need to stop now.,joy
+@Mothercarehelp after being assured we would get the rest of our order it has been cancelled and a 10% voucher issued. #nothappy,"anger, disgust, pessimism, sadness"
+@joannemarie2000 hopefully you are always #smiling TY #appreciate ya,"joy, love"
+i want u to have wonderful childhood memories \ndulu ticer tak kenal pun lagu2 english baa baa black sheep tu ๐ญ simply bcos takde exposure,"joy, love, optimism"
+Happy Winning Wednesday!! Each day is a day of new possibilities. Keep pushing and keep your head up. #live #love #laugh #reachforthestars,"joy, love, optimism"
+The best revenge ever....is success๐๐๐ช,"joy, optimism"
+"@na_dirs Omg you're savage prof, this is hilarious ๐คฃ๐คฃ","joy, surprise"
+hey @nestle what happened to the strawberry and black current ones ๐,"anticipation, sadness"
+@VonKekistan @Impeach_D_Trump @realDonaldTrump Still spreading the lies that Clinton allowed something like it was her sole decision. #sad,"disgust, sadness"
+"So broadly as just to include 'information'? Not sure.\n\nRegardless, this is ONE federal offense of many. You can find SOMETHING that sticks.","anticipation, disgust"
+My innocent eyes ๐ญ,"disgust, sadness"
+Are we all aware thar we are using a hashtag that has Eclipse spelled incorrectly?! @ScienceChannel @NebraskaMed #SolarEclispe #giggles,"joy, optimism"
+"I met a new neighbor, bonded with another neighbor all due to the eclipse #blessing","joy, love, optimism"
+@KimKardashian would u be willing to bless me with $950 #singlemom #blessing #generosity #gettingbackonmyfeet #preschoolfees,"anticipation, joy, optimism"
+"Pata hai #somber means (adj.) Dark or dreary in character; joyless, and grim.","anger, pessimism, sadness"
+#Gambling Horse racing is animated roulette. ~ Roger Kahn #quotes #followme,"joy, optimism"
+I got striked by #awesomeness and blinding people by all the #glory! #nosleep48,"joy, love, optimism"
+"We can complain because rose bushes have thorns, or rejoice because thorn bushes have roses. Abraham Lincoln #optimism #FLOW #nonresistance","optimism, trust"
+I've got 5 mins to get to work ๐,fear
+one tweet:โOver the coming weeks we'll be continuing to threaten various bluetick dipsh**s with imprisonment under a socialist government.โ,"anger, disgust, fear"
+really wanna dye me hair a bright colour but iv spent all this time growing the dye out,"anticipation, fear, optimism, pessimism"
+@LoganPaul You share your jolly cheerful character that it makes so unique:),"joy, love, optimism, trust"
+Going over the #script for this weekend! Can't wait to start #filmming! #actorslife #ActressLife #actress #horrorfilm #HorrorMovies,"fear, joy"
+@Independent Because Ken is a rabid lefty extremist and propagandist.,"anger, anticipation, disgust"
+@lizritchie7 @donnyosmond You Can Call - Burning Shed And Ask Them ? - Here Is The Number - \n01603767726 - Or Email Them & Ask :-),neutral
+Massive night tonight with the decider! Who you got? @QLDmaroons or @NSWRL ??? Can the #blues get it done?! #origin #StateOfOrigin,"joy, optimism"
+Who also miss glee ? #gleek #glee #GleeForever #DreamsComeTrue #dontstopbelieving #gleecast @GLEEonFOX,"anticipation, sadness"
+i think i'll be sad from today until 357632477 years later....im not getting over this sadness,"pessimism, sadness"
+Happy #AmazonPrimeDay or get rid of crap day!,"anger, joy, optimism"
+@SpacePootler Just ran out of dataโฆ #shiver,"fear, sadness"
+"@WoodTwcapital01 Ok fine I'll be honest, I just enjoy picking on her becuz she's completely clueless #lowhangingfruit #bully","disgust, joy, optimism, pessimism"
+"@LivUniLibrary the only enjoyment I have at the moment, that is how sad my life is","pessimism, sadness"
+@bbctennis why on earth do you keep changing the channels? There is no logic to it and makes recording impossible!!!! #frustrated #angry,"anger, disgust"
+"Let us not look back in anger or forward in fear, but around in awareness. โ James Thurber","anticipation, optimism"
+"Before I even understood what was happening, I'd feel this pang of sadness whenever we parted ๐ฅ #firstlove #bliss #books #lovehurts","pessimism, sadness"
+My fave country bumpkin is...drum roll) the collective Daniher family! #hillbillies #Clampetts #yokels #guns #superstars #AFL360,"joy, optimism"
+"@Aircel Its been 6months i am behind this issue, i will nit allow you guys to bully me around like this","anger, disgust"
+"@marcrileydj Looks like City fans are already blaming the ref for a shock defeat at Bournemouth, #amusing","disgust, joy"
+On the bright side ma work pals have treated me too a spotty dotty cookie,"joy, optimism"
+I hope my eyes were camera that records all happy moments+,"joy, love, optimism"
+When you are able to treat your queen the things that she wants. Such a pleasing feeling,"joy, love, optimism"
+Why does the president of the US tweet like Regina George? ,"anticipation, trust"
+#Saudi: #Qatar #US pact to end #terror funding won't end crisis & #TrumpJr's #Russia meeting creates legal jeopardy - news @BloombergRadio,"disgust, fear"
+@WILLLANNO Man u r just bitter about Manu making great strides...,"anger, disgust, pessimism"
+"im shit at expressing my love to my family physically & orally because im shy, so i do it secretly or those 'pa-simple moves' instead hehehe","anger, joy"
+Do you know how terrible that stuff is for you?,"anger, anticipation, disgust"
+Mockingbird started playing a random shake it off playlist. #TweetBot,"anticipation, joy, optimism"
+@WackyThot @BaitseM There might be a spec of hope at the end of this horrific tunnel,"anticipation, optimism"
+TY @PhilDieke: 'To drown out the God of #blessing is a powerful #political act. But the silencing cannot go on forever.' - @FCSCreationSpir,"joy, love, optimism"
+Goodevening ๐,"joy, love"
+Chicken n stuffing going in the crockpot for din din. #getinmybelly ,"joy, love"
+I wanted to become the top idol! I will make everyone happy so cheer on me a lotโช,"joy, optimism"
+That took longer than expected lol. Was hella fun though and a good learning experience. If you've got any questions don't hesitate to ask!,"joy, optimism, surprise"
+"I don't like taking or being in photos, but I'm always unhappy when I find out I don't have any photos of an event. #funny","joy, sadness"
+"Sometimes you have to let the tears drop and realize tough times are temporary. Pick yourself up, stop wishing and start doing #toughday #๐ข","optimism, sadness"
+It's my time to shine ๐
,"joy, optimism"
+May #Allah keep us safe and your #Providence. May U replace sadness with #happiness and & instill endless #love in your #heart Stay #bless.,"joy, love, optimism"
+"The Majority is angry. Use of words like Kashmiriyat infuriate it further. Hope ministers, spokesmen weigh words ...","anger, disgust"
+Tonight taught me that it's ok to open up about the past and let emotion take over. #getreal #cry,"optimism, sadness"
+man I hate Spider-Man and I ain't even watch it yet ๐ค,"anger, disgust, sadness"
+'A #pessimist sees the difficulty in every #opportunity; an #optimist sees the opportunity in every difficulty.' โWinston Churchill #quote,"joy, optimism, pessimism"
+@MarkACollett Un-fu**ing-real! So glad I don't live I the UK right now. My heart aches for my British cousins over there. ๐,"anger, disgust, sadness"
+"gila doh, today sumpah like everyone concern gila esp dia. ๐ #blessed","joy, optimism"
+Today all India Bank strike? WTH. Was this announced? What's this strike for? ,"anger, disgust, surprise"
+@MELANIE81227659 her with the hair today shocking,"anger, sadness, surprise"
+I used to feel so #devastated. At times I thought we'd never make it. But now we on our way to greatness. @joeyBADASS @Cynthrsa ๐ฒ๐ฒ๐ฒ,"joy, optimism"
+@m4rk1964 Sorry to hear that Mark ๐ข,"disgust, pessimism, sadness"
+@shuchikalra @lMonicaSpringsl Don't scare me I'm already scared,"fear, pessimism"
+Go harder when everyone else has had enough. #relentless #Cleaner,"optimism, sadness"
+@telesynth_hot Generally an educated person speaks more than one language. #auspol #monolingual #lazy #smug #scared #snowflake,"fear, joy, optimism"
+"Why was 6 afraid of 7?\nCause 7 ate 9. BUT, why DID 7 eat 9??\nBecause you should eat 3 squared meals a day! ๐ #jokes #meme #dankmemes #funny","joy, optimism"
+"Thought For The Day\n\nRemain Unruffled\n\n2 Thes 3:13 says 'But ye, brethren, be not weary in well doing.' For many years I have","optimism, sadness"
+"@MST3K Punt Bunnies, the only #bunnies you can #punt , #love #laughing #whoisSteveSmith","joy, love, optimism"
+"i'm freezing in the sun, i'm burning in the run","disgust, joy, optimism, sadness"
+"Nice one #EE so much for data protection, not impressed that you can talk to someone the opposite sex who guessed my password, ","anger, disgust, pessimism"
+#Merkel has supported all #Israeli #terror initiatives opposing the #Palestinian bid for membership at the #UN.,"disgust, fear, sadness"
+Niall's handwriting is so beautiful ๐ญ,"joy, love, optimism"
+"@realYoshiPlayer No offense, but this post makes you look like an opinion disrespecter.","anger, disgust"
+Have funny feeling this #mayweather #McGregor will become a trilogy. Why make 550 million? When you can make it 3x hmmm #suspicion ? ๐ต๐ฐ,"anticipation, joy"
+just watch a revenge movie or write it down in a journal and let it all out,"anger, disgust"
+i know it shouldn't discourage me but i just really wanna create something amazing and outstanding,"anticipation, joy, optimism"
+@MGBarbieri @SpalkTalk And just saw your LinkedIn comment after I sent this! Thanks for the message ๐,"joy, love, optimism"
+@knowhowtohelp what a terrible company not had a working dishwasher now for 7-8 weeks awaiting 5 th engineer. I am disabled and need this !,"anger, disgust"
+(Looking forward to Charles tweets more than the announcement)!\n[-Q] #nervous,"anticipation, fear"
+@mitchellvii @tomtomokie Yea but we won't do anything about it. ,"anger, disgust, pessimism, sadness"
+No legit though this is my first ever experience and it's when I don't wear makeup so was pretty ironic tbh #giggle but no ta pal,"anticipation, joy"
+#serious #young #mature #paypigs only. Convince my you should be my #cashpiggy #findomme #findom,"joy, optimism"
+@Born2ride69 Hell I much rather spend the day in bed (or wherever) than run ๐\nPlus it's a great workout for the glutes and thighs,"anger, disgust, joy, optimism"
+@altontowers Loves the rich!!! Fuck us 'working class folk' and our kids! #fuming #joke #scandalous #disgusting #altontowers ๐ก๐ก,"anger, disgust"
+@TheFactsBook @CoolestLifeHack not deep. I'ts called depression and psycologists can help,sadness
+Defendant greets the bench with a cheery 'hello!'. He is late arriving at court because he was collecting his methadone script. #SwansMags,"anticipation, joy"
+We cannot let @Comcast #bully any #indiedev into paying them for a 'faster lane'. Most indie devs don't have these funds. But @EA does!,"anger, disgust"
+@SSAFA Congratulations #DamianDagg and #JoshuaThorne. I wish you a #future #togetherโค๏ธ,"joy, love, optimism"
+@leezeldin all of this!If the GOP continues to back this mob connected man you will have tremendous regret in 2018 the voters will make sure,"anger, disgust"
+"Hon. Miss Dashwood, whose manners very pretty face, she offended you have done before.","anger, disgust, sadness"
+@ggreenwald Macron slips up and has a moment of clarity & common sense...now he is a raging racist. Sounds right. #LiberalLogic,"anger, disgust"
+no offense to me but wth am i doing. i should be stugying rn.,"disgust, joy, sadness"
+"I may be #disabled , #discouraged , and #disappointed in gaining weight. But I am not #defeated . Gonna do @NerdFitness again! Who wit me?","joy, optimism, sadness"
+"I stayed up all night to go to my friends house early in the morning, like in 2 hours and then he fell asleep. So wtf - guess it's time to ๐ช","anger, sadness"
+"I had some weird dreams last night. First about dogs whose heads explode and roaches come out. Second, dark clouds and flying into space.","fear, sadness"
+Important read on the difference between #pleasure and #happiness and the relationship between #digitaltechnology #addiction & #depression,joy
+"@ADubiousPronoun ๐คฆ๐ปโโ๏ธ We were warned. And now we basically only have the choice between Trump, Pence, Ryan, et al for POTUS ๐คข ","disgust, pessimism, sadness"
+I graduated yesterday and already had 8 family members asking what job I've got now ๐ #nightmare,"disgust, fear, pessimism, sadness"
+It's kind of shocking how amazing your rodeo family is when the time comes that you need someone ,"anger, surprise"
+Duty calls. ๐ง,"anger, anticipation"
+@GunnerGale Miss Gale I'd really really appreciate a follow back!! I'm one of your biggest fans! ,"anticipation, joy"
+@jeonquality i chose the right one TIWALA PLS ๐ฐ,"joy, optimism"
+@sebtsb YOU NEVER TOLD MOI #jkjk,"disgust, sadness"
+2Chainz my nigga ๐,joy
+@Paula_Deen Why dont you have nothing #to. #insult #justajoke #seriously,"anger, disgust, pessimism"
+It's a good morning today and I'm feeling lively ๐ #goodmorning #happy #lively,"joy, optimism"
+I really love @TheFostersTV really great start to this season. #resist,"joy, love"
+@Kathbum 'I spent so looking want to look like a Kardashian I don't give even give a f**k it's the dad'๐๐๐๐ omfg๐๐ญ๐ญ๐ #hilarious,joy
+"No, I'm not 'depressed because of the weather,' I'm depressed because I have #depression #sicknotweak","pessimism, sadness"
+Witnessed pure beauty from Ft. Lauderdale #SolarEclispe2017 ,"joy, optimism"
+Cancelled trains make me so mad because we could've spent more time with Kodak in the morning ๐ก #ihatetuesdays #ffffff,"anger, disgust"
+The wildest shit just happened at work I'm astounded,"anger, surprise"
+Documentary narrator just referred to multiple octopus as octopuses and not octopi. What do i do now? Where is my congressman. #outrage,"anger, disgust"
+@madlemmingz Video N/A ๐,sadness
+@soyoprincess @MisfitPhoenix @beastynewall @Gunderthswain 'Racist'is the fashionable insult - ignore it.,"anger, disgust, sadness"
+This is legit one of the coolest experiences of our lifetime. #amazing #solareclipse,"joy, love, optimism"
+i'll have my own apartment and not have to sneak alcohol into my dorm room or worry about being loud #blessed,"joy, love, optimism"
+That moment when you have to laugh to keep from crying: #laughter,"joy, optimism"
+Hello everyone! How are you? Sinong excited na for live shows? Hahaha don't worry we are too ๐๐ฌ,"anticipation, joy, optimism"
+Any #GOP senator who refuses to #RepealAndReplace needs to bear the #wrath of their constituents @ polls home state! #healthcare #price2pay,"anger, anticipation"
+@hamilou23 oswade๐ก๐ก I won't with you a happy birthday till you pay my 12000 shillings you borrowed on 12th January 2017. ๐ก๐ก๐ก,"anger, disgust, sadness, surprise"
+Down to one roll... Wonderful I need more toilet paper. #personalassistant ,"anticipation, joy, surprise, trust"
+@cnn please get Sebstian Gorka off of my tv. The whole trump admin. needs to stop deflecting by talking about Hillary. ,"anger, disgust, sadness"
+"Oh yeah, it feels so good to be alive and alone here in my joint! Thank God! #excitement โบ๏ธโบ๏ธโบ๏ธ","joy, love, optimism"
+@BootsUK love to know the justification behind the Botanics rebrand that comes complete with a MASSIVE price hike on some products #raging,"anger, disgust, sadness"
+@shomaristone @TIME Interestingly shocking and sad! American Judiciary is seriously flawed!,sadness
+I should've stayed in bed.,"anticipation, disgust, fear, sadness"
+Ashamed. How #EU citizens treated and made #insecure in #UK @AmberRuddHR @theresa_may It's on yr watch #fear#anger #distrust is flourishing,"anger, disgust, fear, sadness"
+@ChickfilA has forever changed my life ๐ #blessed,"joy, love, optimism"
+"โAmong the things you can give and still keep are your word, a #smile, and a grateful #heart.โ @TheZigZiglar #Success #Leadership","joy, optimism"
+#RepChrisCollins ๐ #spins #excuses for #hatred #racism Everyone in #America heard #Trump๐say some #WhiteSupremacists are #GOODpeople โ
MSNBC,"anger, disgust"
+just released two videos in honer of Cory Monteith and Finn Hundson go wath link in bio\n@CoryMonteith @LeaMichele #glee,joy
+Seems like the only time spent sober these past few days was when I was sleeping. And even then I was waking up faded lol,"joy, pessimism"
+@trevschan2 when is fear going to get a truly badass villain? Madison isn't a villan to us. I'm cheering for the Clarks! Lol,"fear, joy, optimism"
+"Shall rest by day, a fiery gleam by night;",joy
+"You aren't weathly until you have something, money can't but. \n #goodmorning #bless #guidelife #usa #uk #ksa","anticipation, joy, love, optimism"
+I keep it real.. sorry if you get offended ๐คท๐ฝโโ๏ธ,sadness
+Who will help me to be a Millionaire? #business #small_business #Millionaire #start_small_business #money #start #my #business\n:);),"anticipation, joy, optimism"
+@umainoo if you had a bad day cheer up lov!!! โกโก,"joy, love, optimism"
+Curtis is back at work today ๐ฅ,"joy, optimism, sadness"
+See people now selling their #MayMac presss conference tickets at Wembley for ยฃ100 now when they were free. Scum cunts!!! ๐ก,"anger, disgust"
+"many lead by expectation ,rather than by example. Perpetually holding Damocles Sword over their staff's head & expecting them to be joyful","disgust, joy, optimism"
+@SFBART This driver is telling the passengers we did a very good job and saved a life today. That's it. #tears,"joy, optimism, sadness, trust"
+@ClairePotter @Mermaids_March @2minbeachclean Woohoo! Enjoy Claire! Happy Tuesday :D,"joy, love, optimism"
+"In order to #expand beyond the places that are familiar, you have to do things that scare you.",optimism
+new video will be up very soon!! #newyoutuber #beautyguru #tristinescorner #frenchbraid #howto #style #fun ,"joy, optimism"
+welp we're gonna die in anatomy lab I guess ๐คทโโ๏ธ #rip ,"anger, disgust, fear, pessimism, sadness"
+@TajFalaknuma #horrible experience #not satisfied #low on standards,"anger, disgust, fear"
+#theearlyshow my musical.ly is mariam_marigold @WhatsTrending #lively #musical.ly,joy
+@setsmiling Happy Birthday arsehole. Hope you have an average day โบ๏ธโบ๏ธ,"disgust, joy, optimism"
+@traviswall Strange Fruit. Wow. The story of what America was and what it can be. #brilliant #soyouthinkyoucandance,"anticipation, joy, optimism, surprise"
+@niallard @Iainmackay8 If I could just pick 8 of them then I'd have no trouble picking who I wanted ๐คฃ,"anticipation, optimism"
+@GMB @susannareid100 I had #Parkinson's aged 10 I would have failed my #SATs #tremor but it's no reflection at all on my intelligence !!,"anger, fear, optimism"
+"I was smiling yesterday, i'm smiling today, i'll smyl tomorrow, bcoz lyf s too short to cry for anything, we nid to be strong.","joy, optimism"
+You was born with a purpose to help make the world a better place not to sit and do nothing!!! - @Balrsclub #Motivation #LoveIsland #fear โจ,"fear, joy, optimism"
+You know where not to get socks? At @hm #horrible I have to put rubber band in my ankles just to get thru a min w/out them falling off ๐๐,"anger, disgust, fear, sadness"
+@SamKrueger_ @DarrenBall_ @UFCEurope @ssearena I can't even find tickets anymore gunna call it a day and go cry in the corner I think ๐ญ lol,"pessimism, sadness"
+@AliceOsborne98 I'll second that #arsehole,"anger, disgust, sadness"
+nag-iimprove na si Jasper omg ๐ dull boy no more wtf ๐ \n#COMM19,"anger, disgust, sadness"
+#StupidReasonsToUseTimeTravel to grab my Poptart that I forgot when I left to work this morning ๐ง @Staciellyn @PopTartsUS,"anger, disgust, sadness"
+@wildpawspics @starbeeston Don't miss out today then ๐๐ป๐\n\nThey are soooo yummy ๐,"joy, optimism"
+@vvixie Thanks bby ๐ tiff got a pair too so I'll probably steal hers lol,"joy, love"
+"A pineapple is neither an apple or a pine. It is, in fact, a large berry.",neutral
+kokobop is such a weird name\nbut I remember that it is said to be more lit that growl and it is #EXO so I'm accepting the name,optimism
+"@MFaizAbdulKarim And i'm serious, 20-23 july, singapore, holiday (and accompany my friend for job interview), with one of my friend.","anticipation, optimism"
+@huedrinkwater happy birthday cuzy xxx,"joy, love, optimism"
+@shahidafridi37 at his best.... Great to watch u go big sir. #tremendous hits \nDts boom boom Afridi ๐,joy
+"I have been very lucky to have had friends who cared for me through phases of #depression. However, sometimes their help felt Big Brother...","joy, love, optimism, sadness, trust"
+Gotta do my best today and keep my happiness on and not let anything bring me down... big day today ๐๐คโ #stoked ,"joy, love, optimism"
+@rachcolours But smiling ๐โ๏ธ,"joy, love"
+Hating this already ๐,"anger, disgust"
+"@MarkDice Yeah, his heart is evil and his speech reflected that. Says a lot about your character that you find it 'awesome'. How ","anger, disgust"
+Just watched #TheDarkTower & I ask how did @StephenKing let them destroy a Literary masterpiece is beyond me. #crap #disappointment #fixit,"anger, disgust, sadness"
+Whoever decided to put chat functions on company websites for customer service deserves all the medals. I hate talking on the phone ,"anger, disgust"
+@InsafPK one dirty fish makes the whole pond murky and dirty... no chance of any justice...when all trying to please .... play boy,"anger, disgust, sadness"
+@foxnewspolitics @HowardKurtz The left is sooo rabid for something of substance; yet they are forced to feed off innuendo and smearing,"anger, disgust"
+Never underestimate yourself ; you might be the little voice of reason.... #do #good #believe #rise #communicate #respect #love #everyone ๐,"joy, optimism"
+Is it okay to think you are going to die alone? #sadness,"pessimism, sadness"
+@NewYorkTheater Even better as a monologue. Saw it at one of Martin Charnin's shows. ,neutral
+Today in Selfcare: beauty & laughs Kung Fu Panda 3 #Wellness #joy #laughter #selfcare #therapist #philadelphia,"joy, love, optimism"
+These horoscopes are terrible. Says I'm obsessed with myself ๐ that's really not me ๐คท๐พโโ๏ธ,disgust
+@chrysstals But sadly.. you are too busy with your new drama ๐,sadness
+@SatisfyingTaste @TheAnimalVines I used to make the peanut butter energy balls all the time. My famjam loved them! #recipes #yummy,"joy, love"
+"@Kara1818 Iโm glad to hear that, Kara. Donโt hesitate to get in touch again if you need to! Cheryl",joy
+Edge of my seat @GameOfThrones loved it #dragonsontheWall ,"anticipation, joy, love, surprise"
+@SBS_MTV #๋์ผ #GOT7 #๋๊ฐํ๋ฉด rthrc #IFYOUDO #mad treeq,anger
+"Nole, you just can't go easy on a girl's heart can you? #Wimbledon ","anticipation, disgust, love"
+"@iamsiroberts Go and see the hell hole which is Halton, now that'll depress you.","anger, disgust, pessimism, sadness"
+Because I'm happy clap aLong if you feel like happiness is the truth',"joy, optimism"
+If the teaser trailer 4 @ITMovieOfficial cud stop appearing after /every/ other advert that'd be great #ITMovie #phobia #scaredmuch #clown,"anticipation, fear"
+@LFC @officialAL20 @Phil_Coutinho Coutinho seems unhappy may worry salah replacement ๐,"joy, sadness"
+"Don't fear the enemy that attacks you, but the fake friends that hugs you. #justsaying","fear, optimism, sadness"
+And plz don't hesitate to come in. We have a translation\nservices either. We all are waiting you to come!,"anticipation, joy, love, optimism, surprise, trust"
+"Don't start anything prematurely, even when u do learn your lesson early enough, know when it's just ur fears or when u need to back it up","anticipation, fear, optimism, trust"
+"on July 13th,1989 in #Vienna , #Ghassemlou & his fellows was #terror by the agents of the #Iranian regime\n#Iran #Terrorism \n#twitterkurds","anger, disgust, fear, pessimism"
+@beyond_scratch @ben_nuttall @GuildfordLib The official pi jam kit has arrived! #RaspberryPi #excitement,joy
+I wonder how many Lexas and Alexandrias there will be in 10 tears ๐,"joy, sadness"
+"When angry, do not sin; do not ever let your wrath (your exasperation, your fury or indignation) last until the sun goes down. Eph.4:26","anger, optimism, trust"
+ebullient [ih BUL yunt] adj.boiling; bubbling with excitement; exuberant. A boiling liquid can be called ebullient. Excited or enthusiastic.,"joy, optimism"
+I'm #mad about it,"anger, disgust, joy"
+@matthewamiller I'm still in awe that his clearance wasn't pulled long ago. Seems like security clearance means nothing anymore.,"anger, anticipation, pessimism, sadness"
+"Everyone want to win,but swear they never lost at anything. Victory is only sweet when you taste the bitterness of defeat.","joy, optimism"
+"I didn't know, that there existed such sheer and utter joy and contentment, as that which I am now experiencing. #grateful ๐๐ฝ","joy, optimism"
+I made a joke & my boyfriend laughed but when I looked over he was actually laughing at a video on his phone #sad #</3 #hurting #brokenheart,sadness
+Today if i was a colour it would be red !!! #rage,"anger, disgust"
+13) mutual whos always online - @Lafa_YEET bc we have to bully her to get to sleep,"disgust, fear, joy"
+"Just a side #thought, everything takes #time and #effort ... #annoyed","anger, disgust"
+"@HillF1 @SilverstoneUK I'm coming on Saturday for Qually and the race on Sunday, can't wait ๐ #excitement #needalewiscap","anticipation, joy, optimism"
+@Holbornlolz My Big Mac was cold ! #fuming,"anger, disgust, sadness"
+@LDN_Muscle a #bright and early session this morning before work! #fullbody #ldnmladies surprised that it actually helped reduce my #doms,"joy, optimism, surprise"
+2nd False Widow in my bedroom.The same place as the last. Thankfully @carlhulyer put it out #scaredtosleep #dontbiteme #notanother1 #phobia,fear
+Somebody called y'all president a fucknugget ๐๐ idk what that is but it was the laugh I needed this morning ๐ญ,"anticipation, joy, trust"
+"Some people need psych meds for their depression, All I need is a gyro platter. #Comedy #comedian #funnyshit #funny #greekfood #ComedyCellar","joy, optimism, sadness"
+"@COFFEECOWal Really Sad News, it's been a pleasure over the years, all the best for the future.","joy, pessimism, sadness"
+Don't stop believin' came on in the car and I almost started crying. Who else misses glee. #glee,"joy, pessimism, sadness"
+@crimemma congratulations on becoming a senior lecturer! Well deserved ๐,joy
+Some days are better than others! โบ๏ธ\n\n#life #days #DifferentIsBetter #different #happiness #sadness #tired #poorly #sick #hurt #pain #health,"optimism, sadness"
+"'Obviously it's great to feel like I'm succeeding ... but I couldn't help but feel guilty,' says Yvonne. 'It feels horrible.' #InsightSBS","anger, disgust, sadness"
+@brrttcnln I don't suppose you've figured out how to get the extra boxes on the wrath of cortex?,"anticipation, surprise"
+Some white folks were jumping in joy when they thought Floyd Mayweather was broke ๐,joy
+Also YAY @ChadHoy that's awesome about TX! &I I'm not sure why but it makes me sad ur leaving Indy cuz it's not like we ever hang lol,"joy, sadness"
+Lost my #happiness #my #earphone ๐๐ \nMy only fav thing #music ๐ง๐ต๐ถ\nAb nhi soon paungi songs mei ๐,"joy, sadness"
+When you baby has their first temperature and all you do is worry #firsttimemum #firsttimemom #newborn #baby #sickbaby #worry,"fear, sadness"
+#furious as fuck!!,"anger, disgust"
+@TimHortons Please please PLEASE make your jalapeรฑo jack sandwich a regular! I LOOOVE it!!! ,"joy, love, optimism"
+I rage quit on Minecraft and I deleted the game. #rage,"anger, disgust"
+yas bret you're always making me laugh ily ๐ @bretmanrock,"joy, love"
+These guys really out here disrespecting women while their moms still be doing their laundry. ๐คฃ ,"anger, disgust"
+@ElfinKate @CulturalWatch @aldaily @BullDeborah @SelinaNThompson @CSSDLondon @CSSDLondon Tedx 1st Sept #scared!,fear
+A solitary rogue long hair now in my left ear? Its retreating from my head & yet is relentless up my nose? Hair takes the piss...,"anger, disgust"
+Guilty pleasure: bending over in public and watching men try not to look at my boobs. #tease #isthisaformofcruelty #boobs #bewbs ,"joy, optimism"
+When do you feel the hungriest?\nThe night before I start a new #diet .\n#hungry #food #HealthyEating #trying #new #funny,"joy, optimism"
+"Lucky enough to not burn off ALL of my right eye lashes, unlucky enough to burn them just short enough to irritate all of my OCD tendencies","anger, anticipation, disgust, pessimism"
+'I hear that.. Your sadness. But human can be stronger with defeat their sadness!',"optimism, sadness, trust"
+Thx @DirectEnergy for hosting us @StampedeShaker โค๏ธ my boys @TomCochraneMUS @Trooper @Sloanmusic ๐ #great #nite,joy
+@edutopia What an innovative way for admin to see what's going on in classrooms! #leadup #awesomeness,"joy, optimism"
+"@imaster78 @ll_DannyM7_ll @TOMGORIANXVII @STSF1_Racing And I apologised like 15 times and you're still holding a grudge, can't help thag","disgust, sadness"
+Don't ever frown upon someone chasing a dream. Remember you were once chasing one too. HUMILITY ......,"anger, optimism"
+"@elks1287 You have to follow @TommyG . He's a professional gambler, mostly daily fantasy, but he will wager on anything. #angry","anger, disgust"
+"TFW you, a superhero introvert, have to let strangers into your house to mess around w the bathroom plumbing. #thecatsandIarehiding","anger, disgust"
+I want to give spiders emotions and self awareness. Picture if a spider could build resentment toward you. What if it KNEW you were afraid,"anticipation, fear"
+"@mcmalveiro Hi Miguel, that's awesome! Thank you very much for updating us! ๐ -Claire",joy
+"Snapchat is no longer personal. It's all business and promo.\n\nI accept it, but I still miss the old days โน","joy, sadness"
+i just want to fast forward to the part of my day where i take a nap between work and cheer,"anticipation, joy, optimism"
+Late dinner with my dad and fam in the mountains. I'm having an appetizer consisting of pop tarts and coffee. #delightful,"joy, love, optimism"
+LogRhythm: LogRhythm helped First_Financial bank unify #threat data and #streamline responses. Learn how in this case study:โฆ โฆ,neutral
+"Secret is out, for bday gift taking my lovely @TLaughlin9 @summer1624 to @deadmau5 at @CaesarsWindsor in October #canada #rage","anger, joy, love"
+@pilvrrvmirez Every #girl #nightmare ha ha ha (~.~)!!,"fear, joy"
+Best thing about the #bossbaby film has to be the wizard alarm clock doing lotr quotes! ,"joy, love"
+@RuthieeL & @EamonnHolmes are total entertainment on @thismorning #brilliant #sofunny #myfaves,"joy, optimism"
+Everyone loves #horror #monster #zombies #clown #scary #Dracula #frankenstein #DarkSouls #darkside #IT #Metal,"fear, love"
+@mhodges813 Looks like you'll be working there until your 20 ๐คฃ,"anticipation, surprise"
+Cell cameras suck. But I have never seen anything more beautiful in my life. #crying #eclipse,"anger, joy"
+#ease is a greater #threat to #progress than #hardship.,"optimism, trust"
+@jinsproducer Thank you so much!! I don't draw a whole lot anymore but long haired jun is #inspiring,"joy, optimism, trust"
+"There is at least one alternate universe where Trump stayed a democrat, beat HRC for the nom, and got elected as a Democratic president.","anticipation, love, optimism"
+Quiet frankly appalled at the shocking working conditions for @CampNorthwood staff this year. Access to wi-fi prohibited. What's going on?!,"anger, disgust, sadness"
+The best thing about #australianninjawarrior tonight is watching the failed attempts on the bomb slider. #hilarious #laughingsohard ๐คฃ๐คฃ๐คฃ,joy
+"Spread #hope, #peace, #love and #joy NOW! #TuesdayThoughts","joy, love, optimism, trust"
+@EEMufCPM Stupid cunt is relentless with his bullshit,"anger, disgust"
+@Hydra_Lord #dread wouldn't be nearly as tense and terrifying without your superb narration and storytelling. An absolute thrill to watch.,"anger, anticipation, fear, joy, surprise, trust"
+"AED Adjusting, sent 4 people to a tiny home to nitpick, fob us off only to leave for a discussion about what to do. #endofmytether",disgust
+"- Make it unaffordable for locals.\n- Sell & resell among their own.\n- 'No value, for money land' for locals.\n- Local resentment.","anger, disgust, sadness"
+and CLEARLY all this #breathless coverage isn't covering the REAL #Collusion story - #DNC & #UkraineCollusion !!,"anger, disgust"
+I don't know how to feel about the season finale of .,neutral
+@KendallJenner #Love lights #up old tasks will soon going and!!! #serious,"love, optimism"
+@derickson178 Did it scare you?!,fear
+@gemmadanieIs Hahahahahahahah a want to move out as well ๐ข,"pessimism, sadness"
+Dry overnight here in Newmarket with a cool sunny start but set fair for Ladies Day #good ground,joy
+Fed up of smiling at old people and getting dirty looks in return. Go fuck yourself Mildred you miserable prick,"anger, disgust"
+Love u so much but u always get angry at me๐,"love, sadness"
+Found out the peraon i liked wanted to that someone else #sadness,"pessimism, sadness"
+Weather report: murky up north.,anticipation
+"#Hateful , #horrible , #horrendous ... = last night's speech in summary @cnnbrk @NewDay @CNN #PhoenixProtests #PhoenixRally","anger, disgust"
+My friend told me his dead wife's profile has been active within 24 hours on a dating site #onlinedating #nightmare,fear
+Soooooo excited for lost village โจ๐๐๐ช๐ท๐,"joy, optimism"
+Absolutely loving that people watching the #eclipse are cheering - for the sun! For the moon! For wonder! ๐ #beautiful,joy
+Working on the next #StarTrek #vidme video! I'm hoping I can fix my terrible audio crap from the last one ๐คฃ #SpecialBreedEnt,"anticipation, joy, optimism"
+"@Bills_Chick i go back at the end of each year and look at the swag they marketed, to include last years training camp guide #depressing",sadness
+Vou encher o snap,neutral
+@sportive_tricks A horrific take.,"disgust, fear"
+Not all learning has to be #serious! Session on serious games for #disaster and #resilience learning #hazWS,"anger, disgust, optimism"
+"Happy 12th birthday to my Neopet! #retro\nHappy 75th birthday, Harrison Ford! #legendary\nHappy 80th birthday, Krispy Kreme! #delicious","joy, love"
+"The dictionary words for #joy are โ gladness, cheerfulness, exultation, rapture, pleasure, delight.","joy, optimism"
+@keval_91 @ChopdUK Sort it out @ChopdUK ,"anticipation, optimism, trust"
+"I keep so many #secrets, my heads gonna #explode!!! \nOh hey there i didn't notice u were reading this see #good #morning \n@GoodMorningWord ๐","fear, joy, sadness"
+Good Night everyone... #goodnight #sleep #nice #great #night #music #day,"joy, love, optimism"
+To represent the #logic re why I'm here doesn't #worry me! What #worries me is what I see before me #globally! That logic doesn't add up,fear
+Having fun today at Mad museum Stratford upon Avon ,joy
+Coming up on snap chat so add me asap MATEO_BKNY #snapchat,"anticipation, joy"
+@lmfaogtfoo that is a lie i am #upset,"anger, pessimism, sadness"
+A @viaquest ego-fest AGAIN on LinkedIn. Advocate for a change. #arrogance is NOT #advocacy. So tired of their self promotion w/o purpose.,"anger, disgust, optimism"
+#sebastiangorka is unwatchable and despicable! #nothuman #fascist #bully #liar #vomitinducing,"anger, disgust"
+My only concern for my Dio claws,"anticipation, fear, trust"
+@Squishy_Derg @FiskVelox @Introdile nervous laughter ensues,"anticipation, fear, joy"
+"@ElectraHotels very very disappointed from the level of service so far. No concierge service,No housekeeping,No room service #unhappy","anger, sadness"
+I don't fear the unsettling demons inside of me. I let them conquer the weakest nook of my soul for that is the only provenance of my power.,optimism
+mum got out of a rlly bad car crash completely not injured and i found a rlly sentimental piece of jewellery i thought i'd lost #blessed,"joy, love, optimism"
+The second type of #anger is named 'settled and deliberate' and is a reaction to perceived deliberate harm or unfair treatment by others.,"anger, disgust"
+Antonio Conte and Chelsea must be fuming. First Lukaku to UTD and now James Rodriguez to Bayern.,"anger, disgust"
+its #easy to be #unhappy ๐,sadness
+@virginmedia have the worst customer service I have ever encountered - I am disgusted. Please contact me @richardbranson #appalled ,"anger, disgust, sadness"
+@crumbs_oh @tradasro @WingsScotland @theSNP @STVNews @Channel4News Since when was being 'fair to Scotland' a concern for the British state?,"anger, anticipation, disgust"
+"Funny how the universe answers your prayers: i said i needed time to grieve, bam! universe gave me flu.","anger, joy, sadness"
+@Alex_H_1234 Fuck sake i'm fuming. on the upside at least I can keep loving the bloke and that he didn't sign for Chelsea or Liverpool..,"anger, disgust"
+@Sethrogen HUGE fan of your work!!! But tell me how baked were you guys when y'all came up with the Sausage Party idea?? #hilarious,"joy, optimism"
+"@anya_sisi Off to jail with lots of other like minded muslims, with his koran, prayer mat, halal #islam = #terrorism","anger, disgust, fear"
+@MikeyBustos im extremely sad and the parody is not on time ๐ญ i need to laugh,"joy, sadness"
+I thought the eclipse would make it not so damn hot outside today #disappointment,"disgust, sadness"
+My dads big day is only less than 2 weeks away. ๐ฑ #excited,"anticipation, joy, optimism"
+Happy Birthday @ElColtonShow continue to be great and blessed to see many more.,"joy, love, optimism"
+"โฆโฆOf course not, and I am quite dismayed by the ludicrous nature of her claim.","anger, disgust, sadness"
+"@davidallengreen The difference of being a third country in negotiations, as opposed to a member state, hasn't sunk in yet",anger
+"I actually hate Vision. Coming over from @emiswebsupport is like moving from Man City to QPR. A league below, past it and clouded in chaos.","anger, disgust"
+"i had a good ass day yesterday, went to sleep happy . man i woke up at 6 nigga & im still happy wth , i'd usually be pissed as hell ๐","anger, joy, optimism"
+Hello.. I need Some Grumpy Cat Leggings A.s.a.p. Mmmkay๐๐ #adorable #cute #infj,"joy, love"
+"@CoachBru lol, I have my awesome moments here & there! ๐ Also shared it with a blogger friend of mine too.","joy, love, optimism"
+4. Honestly all of them they all seem so nice but I'm #intimidated,fear
+"@Spicerlies So she's saying that the mountain of verifiable evidence that says otherwise is all fake news? Well, there's a surprise! ๐คฃ","joy, surprise"
+"@EdelMHennessy @DrBron The people worth knowing never behave like that, so methinks it's a bit of denial and resentment","anger, pessimism"
+Welcome Shy Guys Allegiance! Why does asking for a plant seed seem so sexual in Paper Mario? #PaperMario #game #NotSoShyGuys #sexual #funny,"anticipation, surprise"
+Good to see India indignant about Amarnath Yatra. Do also try and visit the area around it too. There may be some more graves to weep for.,"disgust, pessimism, sadness"
+"Dating a skinny girl is fun though, anytime you get bored you start counting her ribs and measuring her spinal cord! #happy",joy
+I'M PISSED!! NOTHING HAPPENED DURING THE ECLIPSE!! NOTHING!!!! #party,"anger, disgust"
+"You don't need money to have a great life, be eccentric, be creative, be joyful, be entertaining and all you want will come!","anticipation, joy, optimism"
+Look at those U โค๏ธ like #Okja looks at #Mija - Be a #Mija & help sum1 in need-remem ๐๐ฆ๐๐๐พfeel just as we do.. #love #fear #longing and #pain,"fear, joy, love, sadness"
+"Horrible mood, tired, annoyed, work at 10:00, running off shitty sleep.","anger, disgust, sadness"
+@bitterbottom Such an amazing pic ๐,"joy, love, optimism"
+@AntiGOPActivist @HuffPostPol Christy is a bigger piece of shit then trump is and a bully.,"anger, disgust"
+Last night was the first night I slept by myself in 3 weeks and it was awful.,"anger, disgust, sadness"
+@chadbowers Look forward to next years @heroesonline Con in Charlotte so i can get Darkhawk signed! #awesomeness,"joy, optimism"
+"#Amazon's #PrimeDay debut in #India was #disappointing, maybe next year it will get better..glad it's finally here though! ๐
","anger, anticipation, disgust, pessimism"
+ain't no sunshine when she's away โซ ,sadness
+I deleted so many ppl off my snap,"anger, disgust, sadness"
+"@kaillekirkham @gimmical_impact @nicefinalbeam I think it's awesome, I'm just going to need some time to marvel and reprogram my brain. ๐","anticipation, joy, surprise"
+Batman like to enrage the heat on the new dimity frock and proposed marriage to me! Polly Shaw will lay me a CBGB crazy balled,"anticipation, joy"
+Thought It was a joke so sad anyway #biwott,"pessimism, sadness"
+@Alyssa_Milano @IvankaTrump #Alyssa Y don't U use your voice 4 good instead of #hatred & #Resistance of @POTUS? I'm sure #Ivanka could help!,"anger, disgust"
+TARED tabby abaci rabid each dabs,neutral
+#ATO hacking into your phone calls and text messages! #privacylaws #invasion I knew they did it but hearing them get approval !,"anger, disgust, fear"
+@iamjannn And life is a nightmare,fear
+Wishing I had something in my mouth rn ๐ฉ #help #naughty #bad,"anger, anticipation, disgust, sadness"
+I get SO annoyed when I'm ONE! move away from beating someone at Pokรฉmon Trading Card Game Online and they concede the game ๐,"anger, disgust"
+"@chrisdrunkpoets @MusicHourUK ๐๐ธโจ Love your new music Chris!!!๐๐ฏ๐It's otherworldly, like you!! #awesomeness ๐ฆ๐ง๐ฝโโ๏ธ๐ง๐ฝโโ๏ธ๐ง๐ฝโโ๏ธ๐ง๐ฝโโ๏ธโจ๐","joy, love, optimism"
+awoke from an actual nightmare about unicode normalization,"disgust, fear, pessimism, sadness"
+@BBCBreaking This type of shit is why I have some mistrust of the medical profession. The cover up was more important than the patients.,"anger, disgust, pessimism, sadness"
+"@noniiee_n It chases them away, girl. Or Matlakala. ๐",joy
+When ur annoyed at someone but have a good meme to show them but must wait till the rage passes :(,"anger, disgust, sadness"
+When did we invent #kidfood ? Like oh they're a child so they can only eat #chickennuggets #crap #learn,"anger, disgust"
+Horny. Anyone? #horny #bi #sex #london #snapchat #gaysnap #hornysnap #snapchatgay #snapchathorny #gaysnapchat #hornysnapchat #snapgay #snap,"anticipation, joy"
+"ENTRYLOG: CSEternity- With time on my hands for half an hour, I feel slightly melancholy, for some reasonโฆ.\n .","joy, sadness"
+My boss said to another girl who is leaving 'i hope your new job is shit.' How pathetic. Hence why people are leaving in droves. ,"anger, disgust"
+My superpower is absorbing the anxiety of others until I can't breathe and my head is pounding. #everyonechill,"fear, joy, optimism"
+@camairco Increased flights from 70 - 100 without increasing your fleet=Significant delays since the beginning of this month. #disappointing,"anger, disgust, sadness"
+Stay angry.,"anger, anticipation, disgust, pessimism"
+Everything is a Miracle. Find a way to give thanks to God. Don't let anyone or any circumstances take that from you. #youareblessed #rejoice,"joy, love, optimism, trust"
+The fact that I could be in malia with Billie rn but instead I'm laid in bed watching repeats of Jeremy Kyle is making me wanna cry ๐ญ,"disgust, sadness"
+"everyone says it's funny that no one took tyler seriously when he tried to come out of the closet, but I think it's sad.","pessimism, sadness"
+"@Kiranansi Phew, good. As much as I like adorable cats and dogs, your snek always makes me smile.","joy, love, optimism, trust"
+"Always laugh when you can, it is cheap medicine ๐คฃ","joy, optimism"
+@Benmorris04 happy birthday big man ๐๐โฝ๏ธ,joy
+Add me on Snapchat! Dm me for my snapcode! #amosc #snapchat #sc #snap,neutral
+"And we bloody got rid of Gregory so we will have 2 new goalkeepers in the team, what a fantastic start to the season.. ","anger, anticipation, joy, optimism"
+@sundarpichai @Google Since when did someone break #chromecast for ALL MacBooks? PLS -We #despair at days wasted trying 2 make it work again,sadness
+@realDonaldTrump Maybe we can save them all from the desolate hell that I have no idea about,"anger, optimism"
+my hair now matches my attitude #fiery,"joy, optimism"
+@WynneGuglielmo ๐ค๐ค๐ญ๐คฌ Amen! Hope for revenge. This person should be punished manslaughter.,"anger, disgust"
+I know black people say it. But that has nothing to do with white people. It doesn't offend some black people when JayZ says it ๐,anticipation
+"When I chirp, shawty, chirp back.",joy
+On 1 side is the concern & fear 4 our teens' safety & happiness #thathorriblesuicidegame #terrifying #sosick (contd),"disgust, fear, sadness"
+"'She trapped me, but I love her' #insecure #killingme @insecurehbo","fear, love, pessimism, sadness"
+@CNN @cnnbrk what is the #FakeNews of the day? Need my #laughter to start my day. @foxandfriends @realDonaldTrump @kilmeade @PeteHegseth,"anticipation, joy, optimism"
+Frick! @dalebrisby is hilarious! Lovin his portrayal of a rancher picking up feed bags & climbing over the panel! ๐๐ #peedalittle #laugh,joy
+Galaxy Global Eatery is terrific! Like free stuff? Lyft gets you here FREE with code OATH,joy
+"Note to self: stop going for 'just 1 drink' in the week, it's never just 1. #hurting","disgust, pessimism, sadness"
+The irritation over chogiwa is worth it!! Happy 100M views to #EXO \nFLOP NUGU AGAIN?!?!,"joy, optimism"
+Feeling all Tuesday blah until @sarahmakesart sent over a bunch of hilarious memes. #spreadthelove ,"joy, love, optimism"
+@Daily_Express Yet he still had a better chance of winning while they were in that house. ,"joy, optimism"
+"it is so unfair to my Emotions,that all of my efforts will go so unappreciative.I've stayed down even win they didNt deserve to STAY AROUND.","anger, disgust, pessimism, sadness"
+Donโt negotiate enhanced #familyleave pay on an individual basis #unfairness #resentment #discrimination,"anger, disgust, sadness"
+The #World and it's communities and #leaders are #laughing at #America as #trump #destroys #America with his #nonstoplies & #racism #hatred.,"anger, anticipation, disgust"
+@SprintCenter Please turn the A/C on #dieinginhere #hot #horrible,"anger, disgust, fear"
+"@domholland You did brilliant on The Chase. Of course, you were with Tucker flippin' Jenkins so we were cheering like mad, but top job!","joy, love, optimism"
+@vueling being stuffed into shuttles and airport hotel is not equivalent to arriving in Nice on time. Your #squad could also #smile more ๐,"anger, joy, optimism"
+"#IfIHadAllThePowerIWould - Kill wasps, I'm sorry. They don't need to be here. They don't make any delicious sugary treats. They sting.","anger, disgust, joy"
+i have a constant underlying worry or fear that ill start liking someone who uses the XD face,"fear, pessimism"
+"nah i jus love carni. the best food, the best music, the best *****, gr8 vibes with family & friends. pure ","anticipation, joy, love, optimism"
+"Smile it never hurts anyone unless they're unhappy, laugh its spreads like the flu except its pleasant . #jabula #nje","joy, optimism"
+these gloomy days outside have me like ๐๐ค,"joy, love, optimism"
+@capitcls It really is. And it was a normal thing a few years ago but it should've stayed in the past by now.,"anticipation, sadness"
+Omg I woke up without a raging headache ๐ค๐ค this is gR8,"anger, anticipation, disgust, joy, optimism"
+@AngelaKochuba Thanks for following! Have a #joyful day!,"joy, love, optimism"
+"@dhume She did grieve in her previous tweets, what's wrong with pointing out hypocrisy? Or is it Hindus are not when entitled to that?","anger, disgust, pessimism, sadness"
+8Am: ๐ฃ\n9Am: ๐\n10Am:๐ฅ\n11Am: ๐คค\n12Pm: ๐\n1 Pm: ๐ฑ \n1:30 Pm: โบ\n\n*dafuq mind calma te*,"joy, sadness"
+#revenge great my Indian army for killing this 3 pigs of kashmir e jihadi well done army,"anger, disgust, joy"
+"@ComeJesusSoon said, โSurely the #bitterness of #death is past.โ [2/2]",optimism
+when you try your best but you don't suceed!!!๐๐ญ๐ญ๐ฐ๐ฐ๐ข๐ข#Sad #alone #tears #b #bored #boredtodeath,"pessimism, sadness"
+@EboniKWilliams is only matched by Star Jones in number of times she mentions her law degree. #FoxNewsSpecialists #insecure,"anticipation, disgust, fear, pessimism"
+"You dont even feel like talking to someone and suddenly there comes someone whom you can spend hours talking , laughing , cheering ๐","joy, love, optimism"
+All the bright places \n#movie๐ฏ๐,"joy, optimism"
+"Even though it is raining, sun will shine #AndrewGoldman_I @AndrewGoldman_I #wisdom #think #philosophy #knowledge #life #happy #joy #best","joy, optimism"
+Lord... Thank you. Let it this be. ๐#excited #nervous #mixemotions,"anticipation, fear, joy, love, optimism"
+Who wants hot snapping?\nAdd me : rchar28 \n #nudes #snapsex #snapchat #sexting #cam #hot #trade #pics #swap #horny #chaud #pussy,"joy, love"
+@1stripthetitles There are so many people who will never give up until justice is seen to be done. #Stripthetitles ,"anger, optimism"
+"@BuffettSongs 'life is so spicy up on bar-b-q hill.....looking good, you look so fine' #soveryfine #wow #:)","joy, optimism"
+@DonaldJTrumpJr This is the day you lot finally admitted it. May come back to haunt you,"anger, disgust, fear, sadness"
+Post vacation blues are so real ๐,"pessimism, sadness"
+It's irrelevant having a skinny body when you have a vile personality #bully,"anger, disgust"
+"Hi, are u feeling matter? Try our today's special cloudy blue thumb with ground beef and blueberry, then you will feel irate.","anger, disgust"
+How the jeff am I gonna cope @ KC. Diagnosed myself with 3 serious illnesses this morning & spent ยฃ22 on ailments from the chemist,"anger, disgust, fear"
+They say money can't buy happiness... Retweet this if you'd be happy with 27 Million Dollars.,"joy, optimism"
+@tonyposnanski @realDonaldTrump Tony is so upset that Hillary lost he can't get a grip on reality. Snowflake.,"anger, disgust, sadness"
+"I'm so #awkward. When I have to have #nervous conversations, I get REALLY #loud. I don't get it. #sigh","anger, disgust, fear, sadness"
+@TheSocialCTV was a guest at your show today .. Just wanted to say what an enjoyable experience from arriving to leaving #smiling,"joy, love"
+the one who stayed,neutral
+"Again, this q. is brought to you by my slight feelings of irritation when I see 'obligated' over 'obliged', and I want to know if I'm right.","anger, anticipation"
+"After 10 days of suffering from Dengue, I'm finally good and going. ๐ #rejoice","joy, optimism"
+Pogba is too playful,"joy, love, optimism, trust"
+Spirit is joyful. The nature of the Soul is joyful. ~ John-Roger ~ #joy #soultranscendence,"joy, optimism"
+#Stitchers season 3 marathon. #FreeForm has some #entertaining shows.,"joy, optimism"
+"No matter how much @ZescoUnitedFC lights up the forest, they end up getting lost ๐ \n#ZescoForest\n#SSBola",joy
+"I was taught, there's nothing out there to #fear; just go out there turn #dreams into #reality, use other people fears to your advantage.","fear, optimism"
+persuade me into taking you out by using lively puns,neutral
+"'And the angel said unto them, Fear not: for, behold, I bring you good tidings of great joy, which shall be to all people.' ~Luke 2:10","joy, love, optimism, trust"
+@LaneThomaHewitt @EmdudsCo @mrjamesob Ah so that's why every time I see it I burst out with KAYLEIGH!!!,"disgust, joy"
+"i want my better days to be here already bc i cant handle any more anger, heartache, n disappointment\ni srsly cant withstand being human lol","anger, fear, joy, sadness"
+"i must say, the amount of low-level fighters and gatekeepers running their mouths is ridiculous. #jealousy #ufc #jonjones","anger, disgust"
+Happy birthday @aanlightyear โน,"joy, love"
+This weather is really starting to get depressing. Thank god it's only 8 days till Ibiza ๐๐ผ๐๐ป,"joy, sadness"
+@bhakt4ever leave it kanna. same thing happened after Uri too. outrage and outrage until Sept 30. anyways re.. will be out today too.,anger
+"Its not only okay to curse, its heathy. The act of profanity is therapeutic & kind, used to burst people from a insulated bubble of #apathy.","anger, optimism, pessimism"
+"@JonahNRO Love your dogs...when I see how happy they are and my own dog, it helps me forget the crap. Thank you","joy, love"
+@iBTSJACK @iridiscxnt No he's kind and cheerful hoho!,"joy, love, optimism"
+Jay Z came out of retirement just to drop the album of the year on y'all...let that sink in. Have a great day y'all ๐๐ฟ,"anticipation, joy"
+"@Ellpeck I fear that you could die by your self, that scares me. My own death not which could be any time in my age.","fear, pessimism"
+@ebyokeke Lol....anger is not the best defense for attack. \nWait what do u do when ure angry?,"anger, disgust"
+IT WASN'T ENOUGH ๐ข,"disgust, sadness"
+@AmazonHelp Why are you making it so hard to return a faulty item. It's not my fault that you sent out an item that doesn't work #fuming,"anger, disgust"
+"Wanting to leave this planet, listening to what gets radio-play #grim","anger, disgust, pessimism, sadness"
+So what they do is act covertly and it turns out that they are aware of each other and fear punishment for wanting to destroy others.,"anger, disgust, fear"
+I'm gunna be on #streamate tommorow. This week was busy. Check out my #snapchat #shower #show on #premium #snap me #webcammodel,"anticipation, joy, optimism"
+Don't be afraid to start. Be afraid not to start. #happiness,"fear, joy, optimism"
+I guess this is the most awkward moment... 'cause I don't have anything to do so I'm literally bored!!! #bored #lonely #ugh #annoyed :'(,"anger, sadness"
+Woke up to what appears to be either a sinus or ear infection. This week is off to a great start so far.,"anger, disgust, pessimism, sadness"
+Tuesday night and the wine is coming out. Just got home from work if that explains it. ๐คฆ๐ปโโ๏ธ๐คฆ๐ปโโ๏ธ๐คฆ๐ปโโ๏ธ๐คฆ๐ปโโ๏ธ๐คฆ๐ปโโ๏ธ #irritated,"anger, disgust"
+I'm actually so incredibly happy that my soul and by body connected and I'm able to have amazing time while living on this planet.Grateful๐๐ผ,"joy, love, optimism"
+@NualaBugeye 'personal freedom' to inflict unspeakable cruelty on animals for the voyeuristic pleasure of sadists and simpletons. Amazing. ๐,"anger, joy, optimism"
+i was so confused but then my inner fujoshi was screaming and like i was trying so hard not to smile or laugh,"disgust, pessimism, sadness"
+When you're on a diet and your whole family orders pizza. ,"anger, disgust, sadness"
+@Originalmalik2K @youFamousEnough @AnthonyMuraco Gg bro shouldn't have lost but it's cool,"joy, sadness"
+You can only help those who help themselves... #irritated #thisisntmyjob,"anger, disgust"
+@POTUS Possible treasonous activity by Trump Jr. Buffet of scandals by WH. No work done so far. Shameful! #treason #serious #tragedy #resign,"anger, disgust, fear, sadness"
+"@MaisieeeH I think the ending is about despair, and about not being able to escape the system... maybe?",sadness
+"I love 'I'm bad', if they can do it without Baekho, I'm sure they can do it without Minhyun ๐ all is good! Minhyun is good in WannaOne too.","joy, love, optimism"
+"@Impeach_D_Trump He's still fuming over his massive failure at G19 meeting. The gravity of Junior's fuckup hasn't hit him, yet.","anger, disgust"
+Shaking about your 2 bills on snapchat ๐
you're obviously new to money,"anticipation, disgust, joy"
+@AmazonHelp What are you going to do to scrub my 19month old daughters eyeballs? #unacceptable #irreparableharm,"anger, disgust"
+@AspynOvard #adorable Aspyn xoxo,"joy, love, optimism"
+@bookingcom Also never got me a replacement taxi so I was forced to get a new one and transport myself! #terrible #twohourwait #nohelp contd,"anger, disgust"
+"He who. can suppress a moment's anger, may prevent many days' sorrow. Chinese Proverbs\n\n#MakingMEGATurkeyWithMcLisse","anger, joy, optimism"
+Our guidance counselor told us to start preparing for the entrance exam in different universities and I'm so nervous and tense,fear
+"Chuck Norris enjoys hunting for rabid, vicious tigers with his cork rifle.","anger, disgust, joy"
+"@Its_KriTical Personally did really well, as a team we did aight too, lost to Believes squad tho","joy, optimism"
+It's okay sus. Let that hurt go ๐ค * that's me hugging ya bitter ass * ๐๐๐,"joy, love, optimism"
+"Importing shit is not new. If you want it, take the steps necessary to get it. But don't sit and pout over Japan doing what it's ALWAYS done",anger
+"@NoahWebHouse A review of my book faulted me for spending so much time on Webster's introductory front matter. But I had to, #brilliant!",joy
+No one can provoke you. No one can make you happy or unhappy. You are the one in control.,"joy, optimism"
+Why hasn't my alarm gone off... ๐ค๐ฉโฐ,"anger, disgust, pessimism, sadness"
+Fuck me on KIK guys : alice_b21\n#xxx #hot #teen #doggy #wet #snap #nude,"anger, disgust, joy"
+It's #NationalFrenchFryDay and I'm working at McDonald's. #frightened,"anger, disgust, fear"
+Running late being tired and having road rage is the worst combination,"anger, disgust, sadness"
+MOMS - NO Dancing at the bus stop... you might embarrass your kid ๐๐#luckytohaveme\n#momonfire #giggles,joy
+@TheOpen @RoyalBirkdale_ I'll be there with @Jimbo_7 cheering on @MattFitz94 on Friday - can't wait!,"anticipation, joy, optimism"
+And all the bullshit in your live ends and nothing will bother you ever again #depression,sadness
+'Believe me: seasons change. Feelings fade. Life goes on. Do me a favor: endure the late night rage of emotions. (1/2),"anticipation, joy, sadness"
+"@raghav4india Swamy's tantrums may sound perfect & apropos now, but have u ever thought how whimsical his ideas are ???","anger, disgust, pessimism, sadness, surprise"
+Listening to @danauerbach and watching the #eclipse at the dog park #bliss,joy
+never had a dull moment with u guys ๐,"joy, love, optimism"
+Shoutout to all the pubescent girls who won't have to go through the tweeze your whole #eyebrows off phase. #socialmediasaves #bitter,"anger, sadness"
+It's now raining and I can hear thunder growl somewhere. Good day to read some more.,"joy, love, optimism"
+When coming up with banal text to add to things note that 'BE HAPPY' is a lot of god damn pressure!\n#depression #anxiety,"fear, pessimism, sadness"
+@Harry_Styles Hi H how are you?Thankyou for always making me smile+being so genuinely kind!You deserve all the happiness in the world.67.801,"joy, love, optimism, trust"
+@help_dms___ So good lunch ๐,"joy, optimism"
+@RealHughJackman B E A utiful #smile \nalways keep smiling be happy & remember me in your smiles,"joy, love, optimism"
+A shout out to all fellow #12Step-pers. You got this! #recovery #clean,"joy, love, optimism"
+Am I in labor yet?? ๐ญ๐ซ #miserable,"anger, disgust, pessimism, sadness"
+"And this, our life, exempt from public haunt, finds tongues in trees, books in the running brooks, sermons in stones, and good in everythinโฆ","anticipation, surprise"
+"Working at my kitchen table, with the 3D whirring next to me. Me working on some Facebook-stuff, the printer on a stimpack. #bliss","joy, optimism"
+that one nigga off twitter on ,neutral
+Great game of tennis this one ๐๐ป๐๐ป๐พ #nervous,"fear, joy"
+@TuckerCarlson Was DonJr target of #sting b/c #RobGoldstoneEmail has all conspiracy-crime elements? HRC knew b/c tied Trump2Russia by 6/16?,"anger, disgust"
+"The more Russia stuff I watch, the more I think Clinton was setting Trump up for a legal attack after she was Prez. ",neutral
+You ordered a baby but now you want the chef to take it back #CrownAndCollards ๐คฃ,"anger, disgust, sadness"
+@kellykelman01 You need Hampden stabilisers first ๐คฃ,neutral
+Happy birthday annie!!!!!!!!!!hope you have the most #best #beautiful #blessed #brilliant #balsamic #bighearted #birthday ever @anniecarney_,"joy, love"
+"@virginmedia Jalf of london has no internet tonight, what is going on?? #furious","anger, disgust"
+"one of the crew talks of xer home planet, a massive sparkling world with immense moons",neutral
+"'Don't throw it near her, she's like an octopus'\n\nI'll take that as a compliment? ๐ #jaunty","joy, optimism, trust"
+There is much in the world to make us #afraid. There is much more in our faith to make us #unafraid.,"fear, optimism, trust"
+"@ShanderShow, love the Cuz, but he takes umbrage at people who are not all Eagled up.","anticipation, disgust"
+#AmarnathYatra atck is not #terrorism it is #HinduHolocaust happening 4 last 1000 years @narendramodi can't solve this #AmarnathTerrorAttack,"disgust, fear, pessimism"
+Ready to start my day after practising my daily #meditation.Today's focus was on #gratitude and there are so many things to be #grateful for,"joy, optimism"
+Can't sleep.. been awake for hours! Still haven't come up with an answer.. #stressed #cantsleep #sotired ,"fear, pessimism, sadness"
+Ok so that was completely flat!!!! Where's the chemistry? Montana & Alex are like a plank of wood so DULL! #loveisland #boring #dull,"anger, disgust, pessimism, sadness"
+Easiest subversive way to #bully someone in the workplace or any relationship still sits at ignoring their questions or comments or answers,neutral
+"I can't stop shaking my head. People are bullied everywhere, everyday, and it doesn't matter which race, gender or whatever they have.","anger, disgust, fear, sadness"
+@FitbitSupport I lost my Fitbit and I can't find it. #help #desperate #makesnosense #๐ก,"anger, disgust, sadness"
+and fuck you if you get offended. I feel like,"anger, disgust"
+@mmatches100 your limited palettes are hecking gorgeous im just staring endlessly at this in awe while tears run down my face,"joy, optimism, sadness"
+@dailytelegraph Maybe this was a test... to see if 100% of readers need interpreters - apparently they do #offended #rude #disgusted,"anger, disgust"
+Are you #depressed? There is #hope. Keep going #forward and don't give up. There's always a reason to keep going - find it ,"optimism, sadness"
+I just love being married to someone who knows everything. ๐#married #whatever #annoyed,"anger, disgust, joy, love, sadness"
+NEW MUSIC FRIDAY: FIRST SINGLE OFF THE NEXT PROJECT. #untitled #mattrod #hiphop #boston #hartford #animosity #thesemycities,"anticipation, joy, optimism"
+"I just burst into tears bc a friend told another friend he would help him studying, he was so kind and wtf is wrong with me","fear, sadness"
+I keep asking myself why I'm constantly drawing Teo w a frown but then I just remember what's going on and I immediately understand,"anticipation, optimism"
+"My head is anointed, my cup runneth over Don't pour from an empty cup #delight #love #joy","joy, love, optimism"
+"'Manchester United lose out on another Real Madrid target as James...'\n\nOnly joking, and you went and burst a blood vessel for nothing. ๐๐","anger, anticipation, disgust, joy"
+#Goals 'Too many of us are not living our dreams because we are living our #fears. ' --Les Brown #success,"anticipation, fear, optimism"
+"we all think about it, some more than others \n\n#death #sad #depressed #suicide","pessimism, sadness"
+"Unrelated: when I see the words crรจme fraรฎche, I think of that South Park episode of Randy's obsession with the Food Network. ๐","joy, surprise"
+Getting an unexpected phone call that instantly cheers you up & makes you smile! :) #week12 #itsthelittlethings #smiles,"joy, love, optimism"
+@BBCNews @theresa_may 'I'm dismayed at the UK decision to pull out of the EU and I've urged May to rejoin' - EUropean leaders ๐,anger
+This weather is appalling but at the same time I'm glad it's not boiling anymore,"joy, optimism"
+@markiplier This is ,neutral
+There's really #NoTime to wait on the approval of someone who lives their life in #bitterness and #negativity #NoThanks #ImGood,"anger, disgust, pessimism, sadness"
+@chrissyteigen That's a great book. It will terrify you.,"anticipation, fear, love, trust"
+@GarimaGupta1508 @SHEROESIndia missing it! Look forward to seeing you all in #Bangalore soon ๐,"anticipation, joy, love, optimism"
+So good to see @richie_porte smiling and feeling positive from his hospital bed on #sbstdf tonight. Get well soon!!,"anticipation, joy, love, optimism, trust"
+@idktaehyng the possibilities terrify me,fear
+@ZELO96 That's right! Keep laughing and always smile ๐๐๐\nNow wat the heck was deleted I just woke up ๐๐,"joy, love, optimism"
+who knew magnus bane with teary eyes and trembling lips would be my downfall,"pessimism, sadness"
+Thing is ... It's hard to be sober,"disgust, pessimism, sadness"
+What a tiring day ๐ง,sadness
+Living downtown for the first time while #tiff is happening. Schedule is out today! #excitement #thechildrenact #StanleyTucci #EmmaThompson,"joy, optimism"
+@ChipotleTweets Never a good experience at 919 E Fort Ave location. I never learn because I love chipotle #terrible #badservice,"anger, disgust"
+@13ReasonsWhy The little details in life can build up to things that could affect you negatively and eventually make unhappy and lonely.,"pessimism, sadness"
+@lifevantage @MissBeccaClark you should make this for us! #yummy,"joy, optimism, trust"
+@imaster78 @ll_DannyM7_ll @TOMGORIANXVII @STSF1_Racing I didn't say it because you left the party and game in a huff,sadness
+Tue blues,neutral
+@justicemalala The Guptas is the middle man from hell. ..men with cigars sitting and plotting in the dark of night,"anger, disgust"
+supportive friend ๐,"joy, love, optimism"
+No man read the traffic properly!!! @KFMza @kfmradio @carlwastie #westuckinthismess #pleasereaditagain,"anger, disgust, pessimism, sadness"
+Hate mail... gotta love it!\n#hate #writerslife #justsaying #begin #start #lovemylife #PositiveVibes,"anger, joy, optimism"
+But then again a smile is always a good 'frosting on the cake' for personal grudges,"joy, love, optimism"
+@ReonPirray What about their ball skills.\nThey back themselves.\nSicily has been tremendous down back,neutral
+The best kind of self harm is through the mind #depression,"pessimism, sadness"
+"โWhen I get sad, I stop being sad and be awesome instead.โ \nโ Barney Stinson","anticipation, joy, optimism, sadness, trust"
+Remember when you were a kid and you flipped up the bottom of your shirt to make a pouch and put snacks in there? #times #snacks,joy
+"Thankful for...job, healthy, sober, happy as hell about things...still have a panic attacks every time I put my sunglasses on.","fear, joy"
+"Williams Lake on evacuation alert as fires rage near the city of 10,000+. Developments from overnight + forecast - 5am @GlobalBCMorning","fear, sadness, surprise"
+This is true horror anime this one,fear
+@PearlJam YES!!! Love it!!! ๐๐๐๐ถ๐ถ๐ถ๐ฅโพโพโพ๐๐๐ #thankyou #awesomeness,"joy, love, optimism"
+@ANI_news Wot an insult.,"anger, disgust"
+The enjoyment of seeing the same thing your ex did to you happen to them! #karma #๐ #whatgoesaroundcomesaround,"joy, optimism"
+I've been wanting to do a shoot at the waterfall but after I saw a snake at the river I'm scared now ๐,fear
+"@expuella Oh god, bend and snap. I just realized I haven't watched that movie in at least two years. XD","joy, optimism"
+@WxLadyFelicia @WPTV @FOX29WFLX @cityofboynton That's a horrible picture cause it makes me jealous I am not there.,"anger, pessimism, sadness"
+Poetry of love โค๏ธ #.I love you from my heart # I love you from my soul # I love you real # you are in my all things what can I do I'm shy oo,"joy, love"
+I always wake up before my alarm goes off ๐,"joy, optimism"
+Omg the mother and daughter in #wanteddownunder are unbearable! #miserable #dull #ungrateful\nI'd move with the Dad no worries ! ๐คฃ๐คฃ,"anger, disgust, sadness"
+ditched ๐ง,"anger, disgust, sadness"
+When you dread going to work early in the morning but you always come back home happy & smiling ๐ #goodday ๐,"joy, love, optimism"
+@11Kirsty11 It's grim ๐,"disgust, sadness"
+@itsjordansroom Good morning to you too young lady hope your Tuesday's terrific,"joy, love, optimism"
+Bro it deadass suck when you try your best to make one person happy and end up letting everyone down #disappointment,"anger, disgust, pessimism, sadness"
+#Being a #terrible #mother makes me uncomfortable.,"fear, sadness"
+Today is a 'stay on bed ' day. So snuggling up with Casey. I couldn't sleep last night. #panicatracks,fear
+"โI am very sad and I feel more miserable than I can say, and I do not know how far Iโve come. I do not know what to do or what to think.โ","pessimism, sadness"
+@SenFeinstein @SenatorDurbin @SenFranken will @GOP donors like @HobbyLobby be prosecuted by FBI Dir for known #materialsupport ,neutral
+@Nestle What has happened to my frosted shreddies? They don't taste frosted any more? #yuk #needtoswitch,"anger, disgust, sadness"
+Not happy with the jersey city Exchange store. They do not have iced decaf coffee. Have to pay more for an Americano. #unhappy @Starbucks,"anger, disgust, sadness"
+Some days are better than others! โบ๏ธ\n\n #life #days #DifferentIsBetter #different #happiness #tired #poorly #sick #hurt #pain #health,"joy, sadness"
+I never dread.... I'm dreading๐ฃ๐ฒ๐,fear
+It must be a miserable existence spending every breath looking for something to be offended by.,pessimism
+Remember what God says about you is most important #food #smoothie #yummy #Melita,"joy, optimism"
+@DoubleEph Happy man. ,joy
+@Ithika Loving it! ๐,"joy, love"
+@bbcbristolsport so proud of City...2 Bristol boys scoring and a great performance...where's the cider #OTIB,"joy, love, optimism, surprise"
+gettin #offended is Lame,"anger, disgust"
+May God grant us the ability to see His unfailing love fill the earth ๐ #Psalm33:5 #awe,"love, optimism"
+@LoganPaul hii logan! ๐ new maverick here!!! :D recently I've been watching your vlogs and I'm soo into it. :),"anticipation, joy, optimism"
+and now I got tickets to Hamlet #yay #happy #londontheatre,"joy, optimism"
+@lovelace0 3. home alone 4. fast and furious,joy
+5hrs sleep ๐
,"joy, optimism, sadness"
+@SylvesterTurner @HoustonMatters With all the other stuff going on in houston #crime you spend your time bullying the homeless #wonderful,"anger, disgust"
+"@DanMinkin1 @bocefied Well, there'd be less evil laughter and more swearing","anger, joy, optimism"
+My #dark heart is filled with glee whenever I hear #thunder.,"joy, pessimism, sadness"
+Where did I go wrong?\nI lost a friend\nSomewhere along in the bitterness \nโ,"disgust, pessimism, sadness"
+#AmarnathTerrorAttack Muslims are killing everywhere Syria Iraq Palestine Everyday beyond They say that Islam is terrorism shame on you,"anger, disgust, fear"
+@TomLoy247 @247Sports So depressing.. started out so strong.. need to win some games and get back on track,sadness
+"We lost: St. Louis, 2011 Week 10, 13-12 @Browns #satisfied #GoBrowns. :(","anticipation, disgust, sadness"
+@bbcdoctorwho Gliese 581d #smile,joy
+@stephdavis77 Your parents should get you help not enable you & you shouldn't drink when pregnant it can kill the baby! #horrid,"anger, disgust, fear"
+Nigga you thought you was gone play me ! ๐คฃ,"anger, disgust, joy, pessimism, surprise"
+"After all of the Disney animated films are remade in live action, will they just reanimate them again?","anticipation, optimism"
+"1 Samuel 18:15\nAnd when #Saul saw that he had great #success, he stood in #fearful #awe of him.","fear, joy"
+Hey Andy Van Dyke Thanks for the recent follow! Happy to connect :) Look forward to your next interesting posts.,"joy, optimism"
+"also, been kind of silent on s11 of the x-files because i am terrified that CC is going to screw it up! actually i know he will... #dreading","anger, disgust, fear"
+if we're mutuals don't hesitate to kit fisto's lightsaber ;),neutral
+When Austin lets u take a rest day #tears #happy #crying #amazing #bestdayever #kindasad #cantfeelmyarms #actuallydieing,"joy, sadness"
+"Some people take being called a 'B****, P****' as an insult, some take it as motivation.","anger, disgust, optimism"
+im hard to understand because my personality is so energetic and joyful but my mind often times wanders into the darkest places,"anticipation, joy, optimism, pessimism, trust"
+"@ChikagaiHeichou Carla took Eren over to a bench so he could sit down again, sensing his weariness she thought it would be best if he ยป",trust
+So who actually leaked the info on jr. meeting with Russian lawyer? Putin? Was he angry w Trump?,"anger, anticipation, fear, surprise"
+@LeahRemini These stories are so #heartbreaking #ScientologyTheAftermath Please continue to bring #truth to the surface. Ur helping humanity,"optimism, sadness"
+@SkyNewsAust Oh for four years these panelists were the lnp cheer squad hypocrites,"anger, disgust, surprise"
+@theviberide great workout this morning alongside @Emily_Gagnon thx #Courtney my legs are still ,"joy, optimism"
+why my head still hurting ??? ๐ญ,"anger, disgust, sadness"
+Look at the bright side. Coaches don't get to do commentary.,"joy, optimism"
+@m00nlightjules happy birthday mamon!!! ๐,"joy, love, surprise"
+"@PoliticsNewz Hmm where is the outrage from the WH! Oh yeah, wrong nationality!","anger, disgust"
+@craigwoods_uk I've run out ๐ก,"anger, disgust, sadness"
+'Too often we give children answers to remember rather than problems to solve' Roger Lewin Terrific :) Tuesday,"joy, optimism"
+"Harden not your heart, as in the provocation, and as in the day of temptation in the wilderness: - Psalm 95:8 KJV",optimism
+Binge watching #revenge im obsessed ๐ค,anger
+@cteeezy Lmfao look at it sober . 7102017 says 7102017 backwards lol and that was the date yesterday,"joy, optimism"
+Everytime I see Kirks face I get angry #LHHReunion,"anger, disgust"
+"@EmreErcis1 This is a deliberate act of provocation. AKP announcing their intention to abolish TSK, which has been their goal since day one.","anger, disgust"
+@Seth_Broughton7 @SquerkYoshi @Mabbupuku @Emerldd @PartyInnaBox @cod_de_la_cod FREE MY MAN FROM KROGER ๐ค,"anger, anticipation, joy, sadness, surprise"
+@Josh_Loosemore_ You bottled it and deleted the picture๐ฉ #scared ๐๐,"fear, sadness"
+You always find the most comfortable position in bed after the alarm goes off,disgust
+"@NCAA #NCAA is after more money! @POTUS should assign special committee to investigate regulations, policies and #bad practices #point (.)","anger, anticipation, disgust"
+"@arifurldn ๐ญ๐ญyeah i wouldnt entertain bigots like that, gives them a reason for provocation","anger, disgust, sadness"
+"@SkyNews Just taking a lunch break from work - notice yet again work shy labour left out in force , the decisions been made just crack on","anger, pessimism, sadness"
+@emaalymaae Looks beautiful ๐,"joy, love"
+"those who think poly is a stage whr u can relax abit, u're wrong. u're gonna b haunt by projects and tutorials which is like tonnes ergh","anger, disgust, fear, pessimism"
+@SpnTentation Thank you! My first solo run! #excited #andnervous,"fear, joy, pessimism"
+"what does one do with all the bitterness + anger of lack of job security, esp. when one has no obvious manoeuvres to remedy the situation",anger
+#ColorFabb #Ngen Worst filament for me :( Good finish but so fragile :'( cc @ColorFabb ,"anger, disgust"
+#Two legged stool sample... #humor #serious #comedy,joy
+this time i really can't articulate how i feel... i am rendered speechless. #disheartened,"disgust, pessimism, sadness"
+@LisaBloom It's #adorable #mnuchinwife thinks she's on a #government mission. #louiselinton,"joy, love"
+Nobody is very tough in this life. Everybody feels the sadness but they sometimes pretend to smile.,"joy, optimism, pessimism, sadness"
+She'll leave you with a smile,"joy, love"
+"- She was so #artistic, .. painting .. #smiles on every face but her own .. โ |",joy
+In our daily liveswe must see that it is not happiness that makes us grateful but being grateful that makes us happy.,"joy, optimism"
+Baywatch movie is so friggin #awesome #funny #delightful,"joy, love"
+Heading to PNC today to get the ball going for my MA! #goingforit #nervous #excited,"anticipation, fear, joy"
+my favourite thing about being a comedian and having my days free - the naps \n\nmy favourite thing about having depression - the naps,"joy, pessimism, sadness"
+This time tomorrow I'll be at the airport for the first trek of my journey to America ๐ #alone,sadness
+@BHIndepMO ha! no perception needed -- just facts. it's a bunch of dudes in suits trying to gobble up money while they're in power #shocking,"anger, disgust"
+Caroline FFS shut this whinging โLast Word Tomโ up!! He is unlikeable & a smartass! His biases R boring! @carolinemarcus @SkyNewsAust ,"anger, disgust"
+@NCSNorthEast @NCS It'll start on Sunday when the first groups depart :),"anticipation, joy, optimism"
+I see where Farrah gets her rudeness from. Her mother was as horrible to Dr Drew tonight as she was. These women need help #TeenMomOG,"anger, disgust"
+Support your local #firefighters to help ensure they are able to carry out their job tonight without fear of attack or harassment. #nifrs,"love, optimism, trust"
+I allow myself to be . #bekindtoyourself #quote,"joy, optimism"
+Never seen such embarrassing tantrums from a grown man as the ones from @dwpoker on #MasterchefUSA ...great example for your child there ๐๐ผ๐,"anger, disgust, sadness, surprise"
+@tweetheart2017 @s_cala @Tooda @DonaldJTrumpJr @JamesESmithJr34 Being #gay is not an #Whatsupwiththat #nike #adidas #?? ,"anger, disgust"
+"@sanga_wardene Probably, the way you converse...sounds funny, and I can't suppress a giggle. ๐",joy
+Not sure if Christianity lost Eugene Peterson or Eugene Peterson was never really understood the Gospel ,anticipation
+"@KatRamsland 'call to action by TV host John Oliver, who urged viewers to leave comments expressing their displeasure at the FCC's policies.","anticipation, sadness"
+@doddledisney You're adorable ๐ญ,"joy, love, optimism, sadness"
+How pleasing is it to see the #Djokovic roar? He isn't at his stratospheric level but there are signs that he is going to reach there again.,"anticipation, joy, love, optimism, surprise"
+"โฉ We're happy, free, confused, and lonely at the same time\nIt's miserable and magical\nยค","fear, joy, sadness"
+"Thus said the Lord God...โI have heard your #prayer, I have seen your #tears, behold, I will #heal youโ... 2kings 20:5a #hope #joy #jesus","joy, love, optimism"
+@missmarilynx Hahaha @BigScottGibson almost fell off the sofa laughing at that point. The wee jump he did as if he was scared too ๐ญ,"fear, joy"
+@ELLEUK Truly dreadful,"disgust, fear, sadness"
+"@TheyCallMePansy @PUBATTLEGROUNDS 17 kills, dear god ๐ฑ","anger, anticipation, disgust, sadness, surprise"
+@ActuallyNPH @RealJamesWoods I didn't realize you weren't acting... You actually are that guy. #smh #Hercules #ghostsofmississippi,surprise
+@saffronieee thnx fan ๐,joy
+"Rage, rage against the dying of the light","anger, disgust"
+"WTF is happening with @nextofficial sale website. Lost my order, other order is going to someone else with me paying #raging","anger, disgust"
+'Im so sad Im shocking bcoz she suddenly grab my hair and pushing and pull'\n\nhoooooooy jezaz panabangi๐ญ๐๐๐๐,"joy, sadness"
+Free yourself from the poisonous and laborious burden of holding a grudge. @SteveMaraboli #quote,optimism
+@BethRigby And you'd even worn an attention-grabbing bright green jacket too...,"joy, optimism"
+"Vegas, you won. ",joy
+Chicks I don't even talk to look up to me. #flattered,joy
+@MobutuJoffrey @dreamloverepeat Did you see it? It's literally all porn. Does she really work for huff post?,"anger, anticipation, disgust"
+Happy bday uncle Kevinโค๏ธ please watch over me. U don't know how bad I wish I were here or what I would do to get u back๐ฉ๐ฉ love you my angel๐,"joy, love, sadness"
+"Seriously, why do people punish children for 'sass'? Wit should be rewarded, not discouraged!","anger, disgust, optimism, sadness"
+"Field mines, like people, explode when trodden on #anger #people #pokethebear","anger, disgust, sadness"
+"@ananavarro I usually wake up wondering if we're at war with someone, but I'm a pessimist.",pessimism
+@EllyySchlordt it's awful!,"anger, disgust"
+"Q: We all know 6 was afraid of 7 because 7 8 9, but why did 7 eat 9? A: Because you're supposed to get 3 squared meals a day! #jokes #funny","joy, love, optimism"
+I really hate the morning shift ๐ ,"anger, disgust, sadness"
+@ledfordshyenne Little piggy ๐,"anger, joy"
+@JohnJCampbell Have just driven over the Saddle Road... can confirm more potholes than sealed road. ,"anger, disgust, sadness"
+@FootyAccums Haha nightmare,"disgust, fear, pessimism, sadness"
+@ThomasSanders seems like such a genuinely nice and sweet person. #adorable,"joy, love, optimism"
+Am I the only person in the world that prefers rainy cold day than hot sunny day? \n#summer #melancholy #idontliketosweatuh,"joy, optimism, pessimism"
+"'She is the clothed with strength and dignity, and she laughs without fear of the future.' ๐๐ฟ @jessconte","joy, optimism"
+"@CamilaLolie97 @Camila_Cabello I'm from Greece, but I'll travel anywhere arround Europe the next time she comes, just to meet her. ๐","joy, optimism"
+@Deyfresco haha harsh but funny! Depends on which Jones we get. The Jones that fought OSP would have lost to DC imo,"joy, optimism"
+@jeonahjumma dont worry abt it bb,neutral
+@MarcMero Happy Aniversary to you both! Hope you have a wonderful day!,"joy, love, optimism"
+also had a dream i got to see my friend who's at basic rn and woke up super sad because i won't see her until next summer.. :(,sadness
+I think I have to finally admit that I need to see a dentist ๐ข little bit toothache last night ๐ #fear #scared #phobia,"fear, pessimism, sadness"
+Today is your day... \nSoar your spirit. \nUnfurl your joy!\nWishing you all a bright week!\n #BloodyCrayonsSpecialScreening,"joy, love, optimism"
+Joker's job is to make public smile & not spread hatred by d way. @Ra_Bies,neutral
+I hold one grudge.,"anger, disgust, pessimism, sadness"
+"@FlamingGrillby --been a damn sight better!' Grisk poked Grillby's chest, a low snarl leaving him.","disgust, sadness"
+@Swamy39 #4 is brilliant to end terror,"anticipation, joy, optimism"
+just watched @Alicelevine on Love on @BBCiPlayer #hilarious,joy
+@071304Nathan Happy #blissful birthday,"joy, love"
+Hey @TheTimMcGraw #imwearingyourshirt today!! #humbleandkind #awesomeness #timmcgraw #wqmx @949WQMX @KeepinItCntry @JulieMN13,"joy, love"
+โHave no #fear of #perfection - you'll never reach it.โ โ Salvador Dalรญ #Agile #designthinking,"fear, joy, optimism"
+#Real #tears are better than #fake #happiness ๐๐๐ข๐,"joy, optimism, sadness"
+@OfficialPLT Funny how you can tweet new deals but can't reply to my email or my tweet ,"anger, disgust, joy"
+@DobreLucas You always make me smile ๐,"joy, love, optimism"
+'The prayer of the feeblest saint is a terror to Satan.'\n(Oswald Chambers),"fear, optimism"
+"@BdairAhmed @acmilan @VMontella :( hope to see niang start, then","anticipation, joy, optimism"
+@Za1d hota hai terrorism ka majhab hota hai and dat is Islam soldiers of allah killing innocent people around the world #RadicalIslam,"anger, disgust, fear, sadness"
+"โWhen the people fear the government there is tyranny, when the government fears the people there is liberty.โโThomas Jefferson","fear, optimism"
+"I've struggled to figure out how lightning works, but then it struck me. #laughing #lol","joy, optimism"
+Internet ๐ Waiting 15 minutes for my Snapchat to update and it's only a fraction done.,"anger, disgust"
+It's so sad when you talk so highly of someone then they end up disappointing u and making u look like a pendeja,"pessimism, sadness"
+"@_lanimoreno and I had Chem, Anatomy, and now IB Sports together (': #amazing","joy, optimism, trust"
+"@Angieavlianos Hey Angie, please see your local dealer, they're happy to assist! :-)","joy, love, optimism"
+It's so ridiculous that ppl are actually hating on niall and throwing tantrums just cause he isnt going to their city,"anger, disgust, sadness"
+Vin Diesel is pretty cool. I have seen him in that movie Riddick and Pitch Black too. He must work out or something. #smiles,"joy, love, optimism"
+"Home โฆ Grab a cheer for and check out our sweet early bird deals. Have a safe, free day","joy, optimism"
+A man without a smiling face must not open a shop. -Chinese Proverb,anticipation
+@thetribunechd Which are sensible terror attacks parnab da???,"anger, disgust, fear"
+Before... I fear of not having you in my life... Now... I fear of letting you back into my life. #fears,"fear, pessimism, sadness"
+Nothing is more beautiful than real smile that has struggled through tears.,"joy, optimism, trust"
+@MichaelGrantBks @BethellMarilyn @foxandfriends @realDonaldTrump You are a very bitter person.....sad!!,"anger, sadness"
+@stevenmnuchin1 Does your wife look #adorable at 6:00 a.m.? #AdorableWife #AdorableWedding #AdorableHoneymoon #AdorableJet #AdorableJob,"joy, love, optimism"
+@amarakhbaranth1 Not answered my question - when the #AmarnathTerrorAttack perps are killed like rabid dogs will you praise army?,"anger, disgust, fear, sadness"
+"@salonium_34 wait, I saw this tweet and thought he was joking... He was serious?? ๐๐๐","anger, anticipation, disgust, surprise"
+"Lyft app is giving you $50 to use free, enter code DUSK #Who doesn't love a great deal!? #SAVE","joy, optimism"
+@honeyfriess Now that's a #HappyThought to start your week!,"joy, optimism"
+@lutonmagoo @GaryLineker @mrjamesob I so love @mrjamesob means @GaryLineker very bright people,"joy, love, trust"
+"@FlashDogs \n'It could have been #wonderful, but you ruined it!'\n'I warned you I was a really awful baker.'\n'But the birthday cake!'\n#VSS365","anger, disgust, fear, pessimism, sadness"
+Fucะบ me on KIK guys : hhorny18\n #dick #sex #womensbodies #snapme #sexting #xxx,anger
+Doug Beattie joked on twitter once upon a time about putting Afghan people in 'body bags'. Hard to take this outrage seriously @BBCTalkback,"anger, disgust"
+45 admits that decisions are harder when you sit in the Oval Office. #dumbasastick #terrifying,"anger, disgust, fear"
+Why are EVERYONE else's #PrimeDay deals better than Amazon?? ๐ก Amazon has been such a disappointment lately.,"anger, disgust, sadness"
+"*perusing the menu* I would like a green tea shake, please, with no whipped cream, but dusted with matcha. And perhaps a straw?",joy
+"When I watch sport at times Andy Murray/rugby, it would be best for me to go into a sound proof box. #animated ๐ ๐",joy
+Ten: Amazing the snap power @AdrianMannarino gets off such a short back-swing! #threat @Wimbledon Rd of 16 #ATP ๐พ๐พ,joy
+let's do an action for #AmaranthYatra Stand against this type of #shamless #activity give a one voice to against #terrorism #india,optimism
+@PalaceResorts hi I have booked your resort for the start of October. I've heard the golf course isn't available?? #upset,"anger, sadness"
+@tilkymjones have great tuesday gloomy here,"joy, sadness"
+follow @Twogoodpm on IG ASAP!! I follow everybody back!!!!\n#follow4follow\n#followers #addemup #pointmagu #good,"joy, optimism"
+Happy birthday to me โค๏ธ #blessed,"joy, love, optimism"
+"@DavidJo52951945 No one is above the law, if there is suspicion that a soldier did something wrong, why shouldn't they be held accountable?",anger
+"Can a kangaroo jump higher than a house? Ofcourse, a house doesnโt jump at all.\n#elephantsportsllp #happy #jokeoftheday #laugh #stayhealthy","joy, optimism"
+Happy birthday @ShanteriaI!! i miss you tons + i'm so excited to be back in florida to hear all about Turkey + to have our ๐ฎdates!! ๐๐,joy
+@BretWeinstein @TuckerCarlson We need to get you out of there and relocated to somewhere that isn't afraid of sunshine.,"fear, optimism"
+"i had to break it, the world is raging on","anger, disgust"
+@ArrivaTW Hats off your excellent Tetris like ability to pack 5000 passengers into a 2 carriage train on rush hour. #awkwardorgy #bitter,"anger, anticipation, disgust, pessimism"
+@ThomasSanders I am having anxiety right now because I don't know it's gonna happen,fear
+@lifeinthemix @CNN You haven't answered it. Is it better the kid kill himself because he's so unhappy?,"anger, disgust, sadness"
+Can't sleep? Slip on your Pickle Shoes and take a jog so you can forget about your sadness. #insomnia #nightwalks #shoe,"optimism, sadness"
+Have to go to a occupational services place for a drug test. Yet they don't know what the heck is going on. Just great! #blah #๐ก,"anger, disgust"
+@the_shota Too true- my logic was blinded by outrage ......,"anger, disgust"
+I was crying when I got to work yd morning and all my girls showed me so much love. Why couldn't they have worked here the last 3 years ๐ญ,"anticipation, love, optimism, sadness, surprise"
+Black people music always has that awful little tstsststsststss sound it really bothers me.,"anger, disgust, fear"
+@TattooedTeaLady Omg what?! That's horrific!! Who can do something like that at all?! Xx,"anger, disgust, fear, sadness"
+@immigrant4trump @bettered @TEN_GOP Are u serious ?!?! Wow ๐ณ,"joy, surprise"
+Today I'm #grateful for\n\nMy car\nMy phone\nMy thumbs\nGoing on walks\n@Twitter \n\nWhat are you grateful for today?,joy
+Believing in yourself is key in attaining what you want in your life. #start believing in yourself,"joy, optimism"
+So it's a proper test match Day-2 now :) ttv' s team responds to yesterday's attack from #AIADMKMERGER team:) #entertaining to be honest,"joy, love"
+it sucks that my phone got formatted earlier and all contacts and apps are gone ๐ฅ,"anger, sadness"
+@mandersonmsp84 @jamadoria I'm in tears. This is so heartbreaking ๐ญ,"pessimism, sadness"
+@SquawkCNBC Know how much in movie sales now& forever in the future that the actors & singers talking their crap about Trump Americans lost?,"anger, disgust"
+we mourn the death of our hopes today #james,"pessimism, sadness"
+"Itโs a bit funny to me, although youโre everything to me\nsometimes I am no better than a stranger\n-Sing for you- ๐","anticipation, joy, love, optimism"
+@Aisha_IZ I wonder if she's married at all or frustrated ๐ with men she came across,"anger, disgust"
+Plz explain why my Spotify is playing Marilyn Manson on repeat bc this is a very loud start to my morning & not appreciated๐ณ,"anger, disgust, sadness"
+Up bright and early for class today ๐๐๐พ I can't miss nane nother one,"joy, optimism"
+@Riverford had my first #vegbox last week. Chard and Rosemary Gratin is #yum,"joy, love, optimism"
+I can not watch @BobsBurgersFOX on my lunch anymore. I am laughing way too much by myself for this to be acceptable. #crazylady ,"anticipation, joy, love, optimism, surprise"
+@dpm0319 So funny!!!!!!!!! #lol #clever,joy
+@RepLeeZeldin Horrible CNN interview. U can't talk urself out if a paper bag. U don't even buy the crap that was coming out of ur mouth. ๐,"anger, disgust"
+Should I change my layout too? This one looks pretty depressed ๐,"pessimism, sadness"
+"New, and a bit alarming . . .","fear, surprise"
+I give up! #simples #unhappy #fedup,"anger, disgust, pessimism, sadness"
+"But his delight is the law of the LORD, And in His law he meditates ๐ and ๐\nPsalm 1:2","joy, optimism"
+@burnsjeanie @laurawilshaw_ @_heyitsnic0la @katyjane_ @jesseveson @Tomilicious12 @MichaelCollabro Haha..yes he does! ๐คฃ,"joy, love, optimism"
+So much excitement for Rome this time next week - getting ready to burn and turn red too ๐,"anticipation, joy, optimism"
+"@piersmorgan Not just SATS. GCSE as well lost 5 marks because missed a coma, answer correct #annoyed",anger
+@blackvoices Keep it up @gucci1017 #sober clear minded I see you over in Europe on tour killing the game right now!,"joy, optimism"
+Spread smiles around everywhere you go\n#spreadingsmiles #smiles #healtyliving #LaughOutLoud #happinessallaround,"joy, love, optimism"
+Nearly 12 o'clock and we are here listening to music and my girlie is making me howl with her dancing #oldtunes #daughter #laughs #memories,"joy, love, optimism"
+@charlieaingham It just reminds us of the 90s & early 00s. 'I'll have a pinot grigio' still makes us shudder.,"fear, sadness"
+I think I have anger issues ๐,"anger, disgust"
+"@thedramble Tried it once. Poured into the sink. Didn't bother to make tasting notes :-) Looks like cheap sake, tasted like it too...","anger, disgust"
+@realDonaldTrump Anything to keep you from destroying this country you're #makingamericastupid #sad,"disgust, sadness"
+@MegZ1498 Before 10am town going clean up. Doh fret.,"optimism, sadness"
+@StreamPlanetHD #crap sorry but doesnโt work,"anger, disgust"
+Doing my daily devotionals brings me such ๐๐ฝ joy to my life. Its truly #amazing to study his words. #amen #godisgood #dailydevotionals,"joy, optimism"
+all this anger is making me tored and there's literally no reason to stay up for this shitshow,"anger, disgust"
+Feeling blind. New specs please? ๐ฐ,sadness
+Must be July.. all the bitter people are out on facebook ๐,"anger, disgust, joy, sadness"
+@HOESHIKO I used the wrong fowl sorry I'm a #disappointment please #killme,"disgust, pessimism, sadness"
+Just tried @GoodmanBakery for the 1st time... GF for 13 yrs & these are some of the best baked goods I've ever had! DF is a bonus! #yummy,"joy, love, optimism"
+Even the devil was once an Angel. #TuesdayThoughts #change #think #devil #Angels #anxiety #WordsOfWisdom,"fear, optimism"
+Welp.. I hope y'all don't have animosity towards me & find this new one. ๐๐ฝโโ๏ธ,"joy, optimism"
+I definitely know my karaoke song now so hmu and it's by Britney shocking,"disgust, joy"
+Today marks seven years since the Kyadondo terrorist attack where many lost loved ones. We mourn & pray they continue resting in peace. 7/11,"fear, sadness"
+Going to bed with dry and clean hair. #blessing,joy
+@Thischarminham @BrentSpiner @jonathansfrakes @levarburton @akaWorf Bitch played every role she ever did exactly the same. #dull,"anger, disgust, pessimism"
+I have a fiery passion for dogs because of how destructive they are.,"anticipation, disgust, fear"
+"@coutbaek i did, i cried from laughter way too much HAHAHAHAHHAHAHAHAAHGAHAHA ๐
๐
",joy
+@VideoGamerCom Wow it looks like red deads long lost online brother.....until red dead 2 brings it's online twin :D,"anticipation, joy, optimism, surprise"
+"Geraldo At Large is an effortless, intelligent entertainment, and a fabulous, fun-filled start to the hugely lucrative franchise. #PraiseFOX","joy, love"
+"once again, good afternoon to the uk charts only the us charts could take some notes from us ๐","joy, optimism"
+@kylegriffin1 @tkdmike you mean the ๐๐คก didn't tweet the correction...? #shocking,"anger, disgust, surprise"
+mood: kinda bitter bc lee hi didn't appear in jaewon debut mv,anger
+@atrsya_ You truly decide your own happiness ๐,"joy, love, optimism"
+"You can treat someone like a king, a queen, like they're the center of your universe and they will still shit on you lol\n\n#mood #pessimist","pessimism, sadness"
+"@StuartCamp My dad ordered my tickets for the show in Hamburg, his name is now printed on the tickets, is the same surname enough? #panic",fear
+@shreyaghoshal Waiting for the FV live session #excited #Happy Bdw you have to sings lots of songs for us during this session,"anticipation, joy, optimism"
+1. Burning Desire: You must be in love with your goal. #thinkandgrowrich #health #money #happiness #love,"joy, love, optimism"
+Featuring grilled halibut with a lime basil crust and a yellow tomato and lobster coulis #yummy #seafood,joy
+Bring back the scratch and sniff Avon books. Then yer da sells Avon wouldn't even be an insult,anger
+thattttt was too hyped #dissapointed,"anger, disgust, sadness"
+The real question is why am I still up!? #cantsleep #restless,"disgust, pessimism, sadness"
+"Even if Amps are not that much, I'm sure we'll keep growing and we're all genuinely support him for who he is, also want to make him happy.","anticipation, joy, optimism, trust"
+"Amazing how #grief, #anxiety and #joy can all pull on your heart at the same time, isn't it? #highriskpregnancy #bedrest","anticipation, fear, joy, optimism, pessimism, surprise"
+"when shopping for clothing, grab a clerk by the shoulders & angrily ask if you're at the flagship store to show you're serious about apparel","anger, disgust, optimism, pessimism"
+@jayteemuro Man people wont mourn the 9 chaps beheaded by terrorists. But they will mourn a corrupt killer politician,"anger, disgust, sadness"
+'Pope fuming after police broke up drug-fuelled Vatican priest gay orgy' \nAts some headline,anger
+This happened the last time I was painting ,neutral
+@KB_KrishnaBeura @Twitter @TwitterIndia @verified Congrats Krishna sir ๐,"joy, love, optimism, trust"
+I am furious. It is nearly 1pm and we still haven't signed another player. #getyourchequebookoutchairman,"anger, disgust"
+"Your most unhappy customers are your greatest source of learning Bill Gates, Microsoft co-founder #startup #entrepreneurship #delicious","joy, optimism"
+I just #revenge killed a red ant for biting my son's finger. #iammommabearhearmeroar ๐ช๐๐ก,anger
+My grace is sufficient for you...#motivation #bible #optimism,"joy, optimism"
+"@bolarotibi @jamesatye @jacksonhull @danielmarion We're done! Interesting, informative and exhilarating ๐ #CollabAndComm","joy, optimism"
+@1ShawnT Yall hoes better learn how to hip-hop dance and stop shaking yall ass all the time๐,"anger, disgust, joy"
+"Frustration and fury, more destructive than a hundred cannons.","anger, disgust, sadness"
+@CommsRuss @LuHeron Sooooo needed to be on that call! #adorable #needyaunty #pupster,"joy, love, optimism"
+"no matter what i do i find that youโre always in my heart, and forever on my mind.\nlove u endlessly cory... #4yearswithoutcory #glee","joy, love, sadness"
+The person I love can irritate me the most I swear,"anger, disgust, love"
+My lovely barista just invited me to her bday party this weekend and that alone just made my day.๐#happy #grateful #blessed,"joy, love, optimism"
+@AquaticQueenM -He laughs back- 'I may act all grim but I hate see you upset.',"joy, love, sadness"
+And this kind of thing happens bc certain ppl play victim bc of their gender which is horrid. Own up to your mistake and apologize for it.,"anger, disgust"
+"Security lady at work this woman, opposite of Helen of Troy. Gave me a scowl that could sink a thousand ships.","disgust, fear"
+@blonderella26 @Seahawksfan7777 @Shitlery @afern_alex @eugenegu @tonyposnanski @realDonaldTrump She's getting mad just like we like it ๐คฃ,"anger, disgust, joy"
+I'm so done with all the despair I'm having,"anger, disgust, sadness"
+#worry leads to tension and pressure #prayer leads to peace,"anticipation, fear, optimism, trust"
+My new alarm is praying. I wake up in the morning feeling like @KeshaRose oh ๐ evolution,"joy, optimism"
+@AnnCoulter @alcardfan @CR Didn't read the article because you're not the president. Come on gal get back on board the trump train. ,"anger, disgust, sadness"
+We may have reasons to disagree but that in itself is no reason to hate. Our resentment is more a reflection of ourselves than others.,"anger, optimism, trust"
+@QLDmaroons No matter how many years I watch #origin it atill makes my heart pound and my stomach flutter. SMASH EM boys! #QLDER ,"joy, optimism"
+I've been awake for 451 days 23 hours and I'm sleepy and tired #weary #raspberrypi #nodered #bot #iot #sunshinecoast,sadness
+@LadyScully I didn't. We all went out and got pissed down the local instead. ๐,"anger, disgust"
+"Grateful for the rooms of AA, with them I learned that I don't needalcohol or prescription medication to deal with chronic pain. #xa #sober","joy, love, optimism"
+Not being able to jump on #mechwarrioronline is killing me . #awful #internet,"anger, disgust"
+@goldengateblond @marygauthier_ Goal posts moved out of America & inching closer to #Russia #horrific. #treason,"anger, disgust, fear"
+"Daughter, her husband and kids caught a boatload of red snapper & mackerel off Port Aransas... we enjoyed the #fish feast #delicious","joy, love"
+Waiting for the 2000 conference call to start. Good time to cruise around Twitter #disapointed,"anger, disgust, sadness"
+#RaviShastri is appointed as new coach of Indian cricket team for two years.\n\nNow how i wish Anil Kumble stayed longer.,"disgust, joy, pessimism, sadness"
+Ang cute ni grim reaper omg,joy
+I'm still feeling some type of way about Viserion. #GameOfThrones #crying #stresseating,sadness
+Maggie Smith does not get the credit she deserves ๐ hilarious and brilliant actress!,"joy, optimism"
+i leave in 3 days and just now remembered that my car has massaging seats :/ #crap,"anger, disgust"
+"We join our sister's in #SA as they mourn the death of a bright star #PrudenceMabele. RIP sis, till we meet again. #AfriFem",sadness
+I was at the beach today. Beautiful beach. Beautiful sand. The sea is great. Don't like jelly fish though. #messageinabottle,"joy, love, optimism"
+Enter this code for 10 free Lyfts BEG #Time to save #playful #splendid,"anticipation, joy, optimism, surprise"
+@PrisUY Good point if let's say the Argentinian police would do 1/100 what they are doing we would see a lot of outrage by certain people.,"anticipation, disgust"
+"@_mayatp Looks it's daisy in her natural habitat, doing her natural face, with the natural annoying growl that turns into a terrible bark","anger, disgust, love, sadness"
+So happy that I discovered coding...knowing what you want to do in life at the age of 23 is an amazing feeling. #webdevelopment,"joy, optimism"
+"I respect facebook and them killing Snapchat. If you can't buy em, beat em #fb ","anger, disgust, trust"
+I really resent being liked openly. I don't find any challenge in being liked. John Cassavetes #johncassavetes,"anger, sadness"
+@foreignoffice Qs called on #HMG to condemn terrorist murders of #HinduPilgrims #AmarnathYatra in #J&K & help #India apprehend terrorists,"anger, fear, sadness"
+but i'm still here ๐
,"joy, optimism, trust"
+@Tayylittle Mmm..is there any other way to start the day? โ๏ธ #yummy,"joy, optimism"
+.@AlistairBurtUK states that DfiD is working hard to ensure Palestine isn't funding terrorism #FCOQs,"anger, disgust, fear"
+Just finished playing Mystic Messenger. And I didnt expect the amount of angst in it! ใโฝใ\n #mysticmessenger #feels ,"anticipation, optimism, surprise"
+"@PSHalabi what are the current statistics concerning 'backdoor abortions'. If alarming, what preemptive measures are in place?","anticipation, fear, sadness"
+Crikey I left primary school ten years ago ๐ฑ idc what anyone says primary school was the best school years of my life ,"joy, optimism"
+Did you know the #moon is 400 times smaller than the #sun? #eclipse #amazing #SolarEclipse2017,"joy, surprise"
+@H___JB I use Avid Media Composer :D But any editing software will do! Start with Sony Vegas or Premiere is my advice. Good luck mate. โ๏ธ๐๏ธ๐,"joy, optimism"
+@steve_koehn Twitter is basically Facebook now... and Instagram is pretty much snap chat ๐ค,anticipation
+Joy comes when you stop choosing circumstances that make you miserable. It takes courage to create a #joyful life.,"joy, optimism"
+It's #inspiring to see all these CEO's denouncing Trump's response to Charlottesville now that there's zero risk in doing so.,"disgust, joy, optimism"
+Choose someone who makes you laugh #๐,"joy, love, optimism"
+@talkfreelyalway @westbrookdanni Haha ๐๐ผit's nice to know you take the time to find out so much about me too #flattered ๐,"joy, love, optimism, surprise"
+bcuz of a photoshopped pic of chanbaek lea is gonna get kicked out of her house #tragic #heartbreaking,"disgust, sadness"
+Holding on to #anger is like drinking poison and expecting the other person to die.,"anger, optimism"
+@VP Prayers for them as they grieve the loss of their loved ones. ๐,"love, optimism, sadness"
+I'm dead tired yet can't sleep #wonderful,"anger, disgust, joy, optimism, sadness"
+@ohayyght Dont forget to eat you dinner nunna ๐,joy
+Always so much harder to get out the house when everyone else is still in bed! #notfair ,"anger, disgust, sadness"
+"@Codemasters This was one game I was looking forward too, server issues have spoiled the game, will not buy a CM game again ","anger, disgust"
+If I ever got paid to be in impractical jokers as one of the people to tell the guys what to do I would do that in a heartbeat #hilarious,"joy, optimism"
diff --git a/examples/labeling/twitter_emotion_detection/test_llm_responses.csv b/examples/labeling/twitter_emotion_detection/test_llm_responses.csv
new file mode 100644
index 0000000..83f60d3
--- /dev/null
+++ b/examples/labeling/twitter_emotion_detection/test_llm_responses.csv
@@ -0,0 +1,15 @@
+ID,Sentiment
+1,"anger, anticipation, fear"
+2,"sadness, surprise"
+3,"sadness, regret"
+4,sadness
+5,sadness
+6,"surprise, trust"
+7,optimism
+8,"anticipation, love"
+9,"joy, optimism"
+10,"fear, sadness"
+11,trust
+12,optimism
+13,"joy, optimism, trust"
+14,anticipation
diff --git a/examples/labeling/twitter_emotion_detection/tweet_emotion_detection_example.ipynb b/examples/labeling/twitter_emotion_detection/tweet_emotion_detection_example.ipynb
new file mode 100644
index 0000000..d34089b
--- /dev/null
+++ b/examples/labeling/twitter_emotion_detection/tweet_emotion_detection_example.ipynb
@@ -0,0 +1,148 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "outputs": [],
+ "source": [
+ "import nest_asyncio\n",
+ "\n",
+ "nest_asyncio.apply()"
+ ],
+ "metadata": {
+ "collapsed": false
+ },
+ "id": "e4b44f3804a4f5ab"
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "outputs": [],
+ "source": [
+ "from langroid.agent.chat_agent import ChatAgentConfig\n",
+ "from langroid.language_models.openai_gpt import OpenAIChatModel, OpenAIGPTConfig\n",
+ "from twitter_emotion_detection import TweetEmotionDetector"
+ ],
+ "metadata": {
+ "collapsed": false
+ },
+ "id": "46e7f6a620fa0233"
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "initial_id",
+ "metadata": {
+ "collapsed": true
+ },
+ "outputs": [],
+ "source": [
+ "chat_agent_config = ChatAgentConfig(\n",
+ " llm = OpenAIGPTConfig(\n",
+ " chat_model = OpenAIChatModel.GPT4_TURBO,\n",
+ " ),\n",
+ " vecdb = None,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "outputs": [],
+ "source": [
+ "batch_base_prompt = \"\"\"\n",
+ "You are an expert at classifying tweets as neutral or one or more of the given emotions that best represent the mental state of the poster. Your job is to correctly label the provided input examples into one or more of the following categories: neutral, anger, anticipation, disgust, fear, joy, love, optimism, pessimism, sadness, surprise, trust.\n",
+ "\n",
+ "You will return the answer as a comma-separated list of labels sorted in alphabetical order for each of the input examples. For example: \n",
+ "\n",
+ "Sentiment[1]: label1, label2, label3\n",
+ "Sentiment[2]: label1, label2\n",
+ "Sentiment[3]: label1\n",
+ "\n",
+ "\"\"\""
+ ],
+ "metadata": {
+ "collapsed": false
+ },
+ "id": "46d1016f6bd65367"
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "outputs": [],
+ "source": [
+ "tweet_emotion_detector = TweetEmotionDetector()\n",
+ "tweet_emotion_detector.__int__(\n",
+ " chat_agent_config,\n",
+ " \"seed.csv\",\n",
+ " \"test.csv\",\n",
+ " 5,\n",
+ " 3,\n",
+ " batch_base_prompt\n",
+ ")"
+ ],
+ "metadata": {
+ "collapsed": false
+ },
+ "id": "ad4685a8dae4eabf"
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "outputs": [],
+ "source": [
+ "tweet_emotion_detector.run_tweet_emotion_detect_async_batch()"
+ ],
+ "metadata": {
+ "collapsed": false
+ },
+ "id": "a5cec00ba60f78f5"
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "outputs": [
+ {
+ "data": {
+ "text/plain": "{'Accuracy': 0.07142857142857142, 'F1': 0.47058823529411764}"
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "tweet_emotion_detector.result"
+ ],
+ "metadata": {
+ "collapsed": false,
+ "ExecuteTime": {
+ "end_time": "2023-12-08T03:03:23.946732Z",
+ "start_time": "2023-12-08T03:03:23.945702Z"
+ }
+ },
+ "id": "c88e06b620e2cb97"
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 2
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython2",
+ "version": "2.7.6"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/examples/labeling/twitter_emotion_detection/twitter_emotion_detection.py b/examples/labeling/twitter_emotion_detection/twitter_emotion_detection.py
new file mode 100644
index 0000000..ab95208
--- /dev/null
+++ b/examples/labeling/twitter_emotion_detection/twitter_emotion_detection.py
@@ -0,0 +1,212 @@
+from langroid.agent import ChatDocument
+from langroid.agent.chat_agent import ChatAgent, ChatAgentConfig
+from langroid.utils.logging import setup_colored_logging
+from langroid.vector_store.qdrantdb import QdrantDBConfig
+from langroid.agent.special.retriever_agent import (
+ RecordDoc,
+ RecordMetadata,
+ RetrieverAgent,
+ RetrieverAgentConfig,
+)
+from langroid.parsing.parser import ParsingConfig
+
+import pandas as pd
+import numpy as np
+import asyncio
+import time
+from typing import Any, Dict, List, Sequence
+
+from sklearn.metrics import accuracy_score
+from sklearn.preprocessing import MultiLabelBinarizer
+from sklearn.metrics import f1_score
+
+
+# TODO: Generalize for any multi-label classification task and fetch constants from user
+class TweetRetrieverAgentConfig(RetrieverAgentConfig):
+ system_message: str = "You are a tweet expert!"
+ user_message: str = """
+ Your task is to match a tweet to a list of examples in a table based on semantic similarity between the given tweet and the examples in the table.
+ """
+ data: List[Dict[str, Any]]
+ n_matches: int = 1 # num final matches to be picked by LLM
+ vecdb: QdrantDBConfig = QdrantDBConfig(
+ collection_name="tweet-emotion-detection",
+ storage_path=":memory:",
+ )
+ parsing: ParsingConfig = ParsingConfig(
+ n_similar_docs=5,
+ )
+ cross_encoder_reranking_model = "" # turn off cross-encoder reranking
+
+
+# TODO: Logic for get_records can come from user
+class TweetRetrieverAgent(RetrieverAgent):
+ def __init__(self, config: TweetRetrieverAgentConfig):
+ super().__init__(config)
+ self.config = config
+
+ def get_records(self) -> Sequence[RecordDoc]:
+ return [
+ RecordDoc(
+ content=", ".join(f"{k}={v}" for k, v in d.items()),
+ metadata=RecordMetadata(id=i),
+ )
+ for i, d in enumerate(self.config.data)
+ ]
+
+
+# TODO: think about whether this can generalize to other type of labeling tasks
+def convert_to_dict(sentiment):
+ # If sentiment output is DO-NOT-KNOW, return empty dict
+ if sentiment == 'DO-NOT-KNOW':
+ return {}
+
+ # Split the text into lines. Only applicable when batching inputs
+ lines = sentiment.split('\n')
+
+ # Initialize an empty dictionary to store the extracted information
+ sentiment_dict = {}
+
+ # Iterate through each line and extract the information
+ for line in lines:
+ # Split each line into two parts at ':'
+ # Example line: Sentiment[1]: anger, optimism, trust
+ parts = line.split(':')
+ if len(parts) == 2:
+ # Extract the sentiment index and sentiment content
+ index = parts[0].split('[')[1].split(']')[0]
+ content = parts[1].strip()
+ # Add the information to the dictionary
+ sentiment_dict[index] = content
+
+ # Print the resulting dictionary
+ return sentiment_dict
+
+
+def compute_acc(llm_labels, gt_labels):
+ return accuracy_score(gt_labels, llm_labels)
+
+
+def compute_f1(llm_labels, gt_labels, all_labels):
+ mlb = MultiLabelBinarizer()
+ mlb.fit([all_labels])
+
+ return f1_score(
+ mlb.transform([x.split(', ') for x in gt_labels]),
+ mlb.transform([x.split(', ') for x in llm_labels]),
+ average='micro',
+ zero_division=0,
+ )
+
+
+class TweetEmotionDetector:
+ def __int__(
+ self,
+ chat_agent_config: ChatAgentConfig,
+ rag_seed_file: str,
+ tweet_test_file: str,
+ concurrency: int,
+ batch_size: int,
+ batch_base_prompt: str,
+ sleep_secs: int = 60
+ ):
+ setup_colored_logging()
+
+ self.chat_agent_config = chat_agent_config
+ self.tweet_emotion_detector_agent = ChatAgent(chat_agent_config)
+ self.concurrency = concurrency
+ self.batch_size = batch_size
+ self.sleep_secs = sleep_secs
+ self.batch_base_prompt = batch_base_prompt
+
+ rag_seed_data = pd.read_csv(rag_seed_file).to_dict('records')
+ self.tweet_retriever_agent = TweetRetrieverAgent(TweetRetrieverAgentConfig(data=rag_seed_data))
+ self.tweet_retriever_agent.ingest()
+
+ self.test_df = pd.read_csv(tweet_test_file)
+ self.test_df['ID'] = range(1, len(self.test_df) + 1)
+
+ self.results_file = "./test_llm_responses.csv"
+ self.results = {}
+
+ # TODO: for debug purposes only, must be removed
+ self.test_df = self.test_df[self.test_df['ID'] < 15]
+ self.llm_responses = None
+
+ # TODO: Implement non-batched version
+ def run_tweet_emotion_detect(self):
+ pass
+
+ def run_tweet_emotion_detect_async_batch(self):
+ async def _run_task(msg: str):
+ agent = ChatAgent(self.chat_agent_config)
+ task_output = None
+ task_output = await agent.llm_response_forget_async(msg)
+ return task_output
+
+ async def _run_all(prompts):
+ return await asyncio.gather(*(_run_task(prompt) for prompt in prompts))
+
+ chunk_size = self.batch_size * self.concurrency
+ total_chunks = len(self.test_df) // chunk_size + (len(self.test_df) % chunk_size > 0)
+
+ result = []
+ for chunk_no in range(total_chunks):
+ chunk_start_idx = chunk_no * chunk_size
+ chunk_end_idx = (chunk_no + 1) * chunk_size
+ chunk = self.test_df.iloc[chunk_start_idx:chunk_end_idx]
+
+ batches = np.array_split(chunk, self.concurrency)
+
+ prompts: List[str] = []
+ for batch in batches:
+ prompt = []
+ few_shot_examples = []
+ for index, row in batch.iterrows():
+ # format prompt
+ formatted_str = f"Tweet[{row['ID']}]: {row['example']}"
+ prompt.append(formatted_str)
+
+ # fetch the nearest example using RAG
+ nearest_example = self.tweet_retriever_agent.get_relevant_chunks(query=row['example'])[0].content
+ tweet = nearest_example.split("example=")[1].split(", labels=")[0]
+ labels = nearest_example.split(", labels=")[1]
+
+ few_shot_examples.append((tweet, labels))
+
+ few_shot_prompt = self.batch_base_prompt
+ for idx in range(len(few_shot_examples)):
+ formatted_str = f"Tweet[{idx + 1}]: {few_shot_examples[idx][0]}"
+ few_shot_prompt = few_shot_prompt + formatted_str + "\n"
+ for idx in range(len(few_shot_examples)):
+ formatted_str = f"Sentiment[{idx + 1}]: {few_shot_examples[idx][1]}"
+ few_shot_prompt = few_shot_prompt + formatted_str + "\n"
+ few_shot_prompt = few_shot_prompt + "\n"
+
+ prompts.append(few_shot_prompt + '\n'.join(prompt) + '\n')
+
+ sentiments = asyncio.run(_run_all(prompts))
+
+ time.sleep(self.sleep_secs)
+
+ result.append(sentiments)
+
+ self.llm_responses = self.process_llm_responses(result)
+
+ self.compute_results(self.llm_responses)
+
+ def process_llm_responses(self, llm_responses: List[List[ChatDocument]]):
+ llm_responses_dict = {}
+ for llm_response_batch in llm_responses:
+ for llm_response in llm_response_batch:
+ llm_responses_dict.update(convert_to_dict(llm_response.content))
+ llm_responses_dict_list = [{'ID': int(key), 'Sentiment': value} for key, value in llm_responses_dict.items()]
+ llm_responses_df = pd.DataFrame(llm_responses_dict_list)
+ llm_responses_df.to_csv(self.results_file, index=False)
+ return llm_responses_df
+
+ def compute_results(self, llm_responses):
+ combined_labels_df = self.test_df.merge(llm_responses, on="ID", how="inner")
+ all_labels = list(set(combined_labels_df['labels'].str.cat(sep=', ').split(', ')))
+ self.results['Accuracy'] = compute_acc(combined_labels_df['Sentiment'], combined_labels_df['labels'])
+ self.results['F1'] = compute_f1(combined_labels_df['Sentiment'], combined_labels_df['labels'], all_labels)