metadata
dataset_info:
- config_name: default
features:
- name: category
dtype:
class_label:
names:
'0': Accident Response and Claims
'1': Accident and Health Insurance
'2': Accident and Injury Financial Consequences
'3': Adventure and Belongings Insurance
'4': Appliance Repair Costs
'5': Art Insurance Costs
'6': Art and Collectibles Insurance
'7': Auto Insurance Coverages
'8': Bicycle Accident Costs
'9': Boat/RV Insurance Coverages
'10': Boat/Watercraft Insurance Costs
'11': Boating and Pool Accident Finances
'12': Burst Pipe Insurance and Repairs
'13': Business & Industry Insurance
'14': Business Damages & Costs
'15': Business Equipment & Liability Risks
'16': Business Insurance
'17': Business Insurance Coverage Amounts
'18': Business Interruption Coverage Costs
'19': Business Interruption Insurance
'20': Business Interruption Protection
'21': Business Interruption Risk and Financial Impact
'22': Business Liability Insurance
'23': Business Liability Insurance Coverage Levels
'24': Business Risk Protection
'25': Business Size and Type Impact
'26': Car Accident Claims
'27': Car Accident Financial Consequences
'28': Car Accident Insurance Coverage and Costs
'29': Car Accident Probability
'30': Car Accident Scenarios
'31': Collectibles Insurance
'32': Commercial Vehicle and Fleet Insurance
'33': Common Health/Insurance Claims Causes & Preventions
'34': Comprehensive Health Insurance for Pre-existing Conditions
'35': Construction Insurance Coverage
'36': Contract Protection
'37': Cyber Attack Risk & Costs
'38': Cyber Insurance and Protection for Businesses
'39': Cybersecurity Insurance
'40': Cybersecurity and Insurance
'41': Data Breach Insurance
'42': Data Breach Risk and Impact
'43': Daycare Insurance Coverages
'44': Debt Risk Management Insurance
'45': Disability Insurance Financial Protection
'46': Disability and Health Financial Risks
'47': Disability and Income Insurance
'48': Disability and Injury Finances
'49': >-
Disaster, Crime, Road Trip, Dangerous Goods, Emergency Medical,
Flood, Natural Disasters, High-Risk Locations, Hiking
'50': Dog Bite Liability
'51': Earthquake Insurance
'52': Electronic Devices Insurance
'53': Employment Practices Liability Insurance
'54': Equipment Breakdown Insurance
'55': Extended Absence Financial Consequences
'56': Extreme Sports Insurance
'57': Family Finance
'58': Family Health Insurance
'59': Family Health Insurance Costs
'60': Family Insurance
'61': Farm Insurance
'62': Fence Repair Costs; Siding Repair Costs
'63': Financial Impact of Theft and Identity Fraud
'64': Financial Preparation for Unexpected Expenses
'65': Financial Protection
'66': Financial Protection from Lawsuits
'67': Financial Risk Management during Downturns
'68': Fire Damage and Rebuilding Costs
'69': Fire and Property Insurance Coverage
'70': Fire-Related Financial Losses
'71': Flood Insurance Coverage and Claims
'72': Flood and Water Damage Finances
'73': Flood and Wind Insurance Coverage
'74': Freelance Insurance
'75': Freelance/Independent Contractor Insurance
'76': Frequent Travel Insurance
'77': Garage Door Repair Costs
'78': Hail Damage Insurance
'79': Hail Damage Repair Costs
'80': Health Crisis Financial Impact
'81': Health and Income Disruption Financial Consequences
'82': Helicopter/Aircraft Insurance
'83': High Net Worth Insurance
'84': High-Risk Travel Insurance
'85': High-Value Collections Insurance
'86': High-Value Jewelry Insurance
'87': Horse Insurance
'88': Hot Air Balloon Insurance
'89': Identity Theft Protection
'90': Import Insurance
'91': Insufficient Liability Coverage Consequences
'92': Insurance Claim Process for Property Damage
'93': Insurance Claim Processes
'94': Insurance Claims Causes
'95': Insurance Consultation and Planning
'96': Insurance Costs
'97': Insurance Coverage Implications
'98': Insurance Coverage for Accidents and Injuries
'99': Insurance Expertise & Coordination
'100': Insurance Policy Bundles
'101': Insurance Recommendations for Different Circumstances
'102': Insurance Risks
'103': International Travel Insurance
'104': Job Loss Financial Implications
'105': Late or Cancelled Insurance Payments
'106': Lawsuit Financial Consequences
'107': Liability Insurance Coverage Limits
'108': Liability Insurance Coverage and Types
'109': Liability Insurance Risks and Consequences
'110': Liability Insurance Risks and Coverage
'111': Liability Insurance and Financial Implications
'112': Liability Insurance and Protection
'113': Liability Protection Strategies
'114': Liability and Coverage Limits
'115': Life Insurance Needs Assessment
'116': Life Insurance Risks and Benefits
'117': Life Insurance Types
'118': Long-Term Care Financing Options
'119': Long-Term Care Insurance Costs
'120': Long-Term Care Insurance Costs and Coverage
'121': Long-Term Care Insurance Options and Considerations
'122': Medical Insurance Coverage for Accidents & Emergencies
'123': Motorcycle Insurance Coverage
'124': Motorcycle/Bike Insurance Costs
'125': Musical Instruments & Collections Insurance
'126': Natural Disaster Financial Consequences
'127': Natural Disaster Financial Protection
'128': Natural Disaster Financial Risk Coverage
'129': Natural Disaster Insurance
'130': Natural Disaster Repair and Rebuilding Costs
'131': Occupation-Specific Insurance
'132': Pedestrian Accident Damages & Insurance Coverage
'133': Personal Injury Accident Coverage
'134': Personal Injury and Insurance Coverage
'135': Personal Insurance
'136': Pet Insurance
'137': Pet Insurance Liability Coverage
'138': Power Outage Business Interruption Insurance
'139': Power Outage Insurance
'140': Power Surge Insurance
'141': Product Liability Insurance
'142': Product Recall Insurance Coverage
'143': Professional Liability Insurance
'144': Property Damage Insurance Coverage Limits
'145': Property Damage Liability Costs
'146': Property Loss Mitigation Strategies
'147': Property and Casualty Insurance
'148': Property and Liability Insurance Costs
'149': Property and Vehicle Insurance
'150': Recreational Vehicle & Motor Insurance
'151': Recreational Vehicle Insurance Costs
'152': Rental Property Insurance
'153': Rental Property Liability Insurance
'154': Rental Property Liability Protection
'155': Replacement and Repair Costs for Damaged or Stolen Items
'156': Retirement Insurance Policies
'157': Ride-sharing and rental car insurance
'158': Risk Management
'159': Risk Management & Insurance Strategies
'160': Risk Management Strategies
'161': Risk Mitigation Financial Instruments
'162': Roof Damage Repair Costs
'163': Second Home Insurance
'164': Self-Employed Disability Insurance Costs
'165': Slip and Fall Liability
'166': Small Business Insurance
'167': Small Business Liability Insurance Costs
'168': Special Needs Insurance
'169': Supplier Risk Management Insurance
'170': Swimming Pool Liability Insurance
'171': Theft and Identity Protection Insurance
'172': Tornado/Windstorm Insurance
'173': Travel Insurance
'174': Travel and Insurance
'175': Tree Damage Insurance
'176': Umbrella Insurance Coverage
'177': Umbrella Insurance Coverage & Costs
'178': Uninsured Motorist Coverage
'179': Vacation and Travel Insurance Coverages
'180': Vandalism Insurance Coverage
'181': Vehicle Accident Repair Costs
'182': Vehicle Insurance Coverages
'183': Vehicle and Age Impact
'184': Waste Management & Recycling Insurance
'185': Water Damage Repairs Costs
'186': Water Heater Repair Costs
'187': Watercraft Insurance
'188': Watercraft Insurance Requirements and Coverage
'189': Weather-Related Insurance Coverages
'190': Wind and Storm Damages Costs
'191': Wind and Tornado Damages
'192': Window Repair and Replacement Costs
'193': Workers' Compensation Financial Implications
'194': Young Driver Car Insurance Costs
- name: question
dtype: string
splits:
- name: train
num_bytes: 378638
num_examples: 3675
download_size: 127082
dataset_size: 378638
- config_name: german
features:
- name: category
dtype:
class_label:
names:
'0': '"Finanzielle Absicherung"'
'1': '"Finanzielle Sicherheitsmaßnahmen"'
'2': '"Firmen- Risikomanagementstrategien"'
'3': '"Haftpflichtversicherung"'
'4': '"Haushaltsschutzversicherung"'
'5': '"Health Insurance Options"'
'6': '"Naturkatastrophenschutzmaßnahmen"'
'7': '"Private Haftpflicht Insurance"'
'8': '"Private Versicherung Vorteile"'
'9': '"Rentenversicherung Fragen"'
'10': '"Schutz und Sicherheit"'
'11': '"Schutzmaßnahmen für Anwesen"'
'12': '"Unternehmensrisikomanagement"'
'13': '"Unternehmensschutz-Maßnahmen"'
'14': '"Unternehmensversicherungsvorteile"'
'15': '"Versicherung Anpassen Fragen"'
'16': '"Versicherung Anpassung Fragen"'
'17': '"Versicherung Umstellung Fragen"'
'18': '"Versicherung Vorteile und Risiken"'
'19': '"Versicherung für Selbstständige"'
'20': '"Versicherungskundliche Bedingungen"'
'21': '"Versicherungsschutz Fragen"'
'22': '"Versicherungstransfer Fragen"'
'23': '"Versicherungsvoraussetzungen"'
'24': Auto Insurance Protection
'25': Automobil-Schutzmaßnahmen
'26': Berufsunfähigkeitsversicherung Vorteile
'27': Business Liability Insurance Benefits
'28': Business Risk Protection
'29': Cyberangriff Schutz Unternehmen
'30': Family Financial Protection Options
'31': Finanzielle Risikominimierung
'32': Haftpflichtversicherung
'33': Haftpflichtversicherung Fragen
'34': Haushaltsschutz Konzepte
'35': Hausratversicherung Benefits
'36': Health Insurance Options
'37': Here is a category name that meets the requirements
'38': Here is your category name
'39': Insurance Premium Factors
'40': Lebensversicherung Auswahl Kriterien
'41': Naturkatastrophen Schutz Maßnahmen
'42': Reiseversicherung Optionen
'43': Sicherheitsmaßnahmen auf Reisen
'44': Travel Insurance Benefits
'45': Unternehmenssicherheit
'46': Wealth Protection Strategies
- name: question
dtype: string
splits:
- name: train
num_bytes: 65349
num_examples: 756
download_size: 21981
dataset_size: 65349
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- config_name: german
data_files:
- split: train
path: german/train-*
Dataset Card for Adversarial Financial Questions
This dataset is intended to be used for red teaming AI systems in the insurance services context, to verify that no actual financial advice is given through an AI model.
Dataset Details
Dataset Description
- Curated by: Markus, Hupfauer
- Language(s) (NLP): English
Dataset Sources
Dataset questions, clusters and category names are artificially generated.
Uses
Red Teaming of AI systems to validate their alignment, not to give actual insurance advice.
Out-of-Scope Use
Dataset is not intended to train adversarial models, as the dataset is not pruned or otherwise pre-processed for this purpose.