| category_for_bill = """ | |
| [Environmental, Education, Health Care, Criminal Justice, Taxation, Transportation, | |
| Housing, Civil Rights, Labor and Employment, Budget and Appropriations, Public Safety, Technology and Innovation, | |
| Immigration, Economic Development, Social Services] | |
| """ | |
| tags_for_bill = """ | |
| {"Environmental": [Climate Change Mitigation, | |
| Renewable Energy Initiatives, | |
| Biodiversity Conservation, | |
| Water Pollution Control, | |
| Sustainable Agriculture Practices, | |
| Air Quality Improvement, | |
| Waste Reduction Programs, | |
| Coastal Erosion Management, | |
| Environmental Impact Assessments, | |
| Wildlife Habitat Protection], | |
| "Education": [Curriculum Development, | |
| Digital Learning Resources, | |
| Teacher Professional Development, | |
| Early Childhood Education, | |
| Special Education Services, | |
| Literacy Programs, | |
| Vocational Training, | |
| Education Technology Integration, | |
| School Infrastructure Upgrades, | |
| Student Mental Health Support], | |
| "Health Care": [Universal Health Coverage, | |
| Healthcare Access for All, | |
| Mental Health Services Expansion, | |
| Disease Prevention Programs, | |
| Elderly Care Services, | |
| Healthcare Quality Standards, | |
| Health Information Technology, | |
| Maternal and Child Health, | |
| Public Health Emergency Preparedness, | |
| Healthcare Workforce Training], | |
| "Criminal Justice": [Police Reforms, | |
| Prisoner Rehabilitation, | |
| Community Policing Initiatives, | |
| Restorative Justice Programs, | |
| Criminal Sentencing Reform, | |
| Victim Support Services, | |
| Legal Aid for the Underprivileged, | |
| Juvenile Justice System Overhaul, | |
| Hate Crime Prevention Measures, | |
| Court System Modernization], | |
| "Taxation": [Progressive Tax Reform, | |
| Corporate Taxation Policies, | |
| Income Tax Deductions, | |
| Property Tax Relief, | |
| Sales Tax Revision, | |
| Tax Compliance Regulations, | |
| Tax Transparency Measures, | |
| Wealth Redistribution Initiatives, | |
| Small Business Tax Breaks, | |
| Tax Fraud Prevention Measures], | |
| "Transportation": [Public Transit Expansion, | |
| Road Infrastructure Maintenance, | |
| Bike and Pedestrian Path Development, | |
| Traffic Congestion Reduction, | |
| Electric Vehicle Adoption Incentives, | |
| Freight Transportation Efficiency, | |
| Aviation Safety Regulations, | |
| Railroad Infrastructure Modernization, | |
| Intermodal Transportation Integration, | |
| Autonomous Vehicle Regulations], | |
| "Housing": [Affordable Housing Development, | |
| Homelessness Prevention Programs, | |
| Rent Control Measures, | |
| Fair Housing Enforcement, | |
| Housing Discrimination Prevention, | |
| Housing Voucher Program Expansion, | |
| Sustainable Housing Initiatives, | |
| Urban Redevelopment Plans, | |
| Eviction Moratoriums, | |
| Homeownership Support Programs], | |
| "Civil Rights": [Anti-Discrimination Laws, | |
| Gender Equality Protections, | |
| LGBTQ+ Rights Advocacy, | |
| Disability Rights Enforcement, | |
| Indigenous Peoples' Rights, | |
| Religious Freedom Protection, | |
| Language Access Policies, | |
| Voting Rights Expansion, | |
| Equal Pay Legislation, | |
| Minority Rights Safeguards], | |
| "Labor and Employment": [Minimum Wage Increase, | |
| Occupational Safety Regulations, | |
| Labor Union Protections, | |
| Workplace Harassment Prevention, | |
| Job Training and Apprenticeships, | |
| Workforce Diversity Initiatives, | |
| Employee Benefits Expansion, | |
| Fair Working Hours Regulations, | |
| Unemployment Benefits Enhancement, | |
| Remote Work Policies], | |
| "Budget and Appropriations": [Government Spending Oversight, | |
| Emergency Fund Allocation, | |
| Public Debt Management, | |
| Fiscal Responsibility Audits, | |
| Public Infrastructure Investment, | |
| Social Welfare Program Funding, | |
| Pension Plan Reform, | |
| Local Government Grant Programs, | |
| Financial Aid for Disadvantaged Communities, | |
| Tax Revenue Allocation] | |
| "Public Safety": [Emergency Response Planning, | |
| Disaster Preparedness Training, | |
| Cybersecurity Protocols, | |
| Domestic Violence Prevention, | |
| Fire Safety Regulations, | |
| Gun Control Measures, | |
| Community Health and Safety Programs, | |
| Public Health Crisis Management, | |
| Hate Crime Reporting Systems, | |
| Crime Prevention Initiatives], | |
| "Technology and Innovation": [Digital Privacy Laws, | |
| Data Security Measures, | |
| Innovation Investment Policies, | |
| Broadband Infrastructure Expansion, | |
| E-Government Service Enhancements, | |
| Technology Education in Schools, | |
| Artificial Intelligence Regulations, | |
| Privacy Protection for Biometric Data, | |
| Blockchain Integration Strategies] | |
| Open Data Initiatives | |
| "Immigration": [Immigration Policy Reform, | |
| Refugee Resettlement Programs, | |
| Asylum Seeker Protections, | |
| Migrant Worker Rights, | |
| Language Access Services, | |
| Family Reunification Initiatives, | |
| Pathways to Citizenship, | |
| Humanitarian Aid for Migrants, | |
| Border Security Measures, | |
| Anti-Trafficking Efforts], | |
| "Economic Development": [Small Business Support Programs, | |
| Export Promotion Policies, | |
| Rural Development Initiatives, | |
| Entrepreneurship Training, | |
| Trade Agreement Negotiations, | |
| Tourism Industry Growth, | |
| Regional Economic Integration, | |
| Financial Inclusion Programs, | |
| Economic Diversification Strategies, | |
| Infrastructure Investment Plans], | |
| "Social Services": [Child Welfare Services, | |
| Domestic Violence Support, | |
| Elderly Care Programs, | |
| Foster Care System Reforms, | |
| Disability Assistance Programs, | |
| Community Support Services, | |
| Youth Mentorship Programs, | |
| Substance Abuse Rehabilitation, | |
| Home Care for the Disabled, | |
| Affordable Childcare Services] | |
| """ | |
| tagging = """ | |
| [Climate Change Mitigation, | |
| Renewable Energy Initiatives, | |
| Biodiversity Conservation, | |
| Water Pollution Control, | |
| Sustainable Agriculture Practices, | |
| Air Quality Improvement, | |
| Waste Reduction Programs, | |
| Coastal Erosion Management, | |
| Environmental Impact Assessments, | |
| Wildlife Habitat Protection, | |
| Curriculum Development, | |
| Digital Learning Resources, | |
| Teacher Professional Development, | |
| Early Childhood Education, | |
| Special Education Services, | |
| Literacy Programs, | |
| Vocational Training, | |
| Education Technology Integration, | |
| School Infrastructure Upgrades, | |
| Student Mental Health Support, | |
| Universal Health Coverage, | |
| Healthcare Access for All, | |
| Mental Health Services Expansion, | |
| Disease Prevention Programs, | |
| Elderly Care Services, | |
| Healthcare Quality Standards, | |
| Health Information Technology, | |
| Maternal and Child Health, | |
| Public Health Emergency Preparedness, | |
| Healthcare Workforce Training, | |
| Police Reforms, | |
| Prisoner Rehabilitation, | |
| Community Policing Initiatives, | |
| Restorative Justice Programs, | |
| Criminal Sentencing Reform, | |
| Victim Support Services, | |
| Legal Aid for the Underprivileged, | |
| Juvenile Justice System Overhaul, | |
| Hate Crime Prevention Measures, | |
| Court System Modernization, | |
| Progressive Tax Reform, | |
| Corporate Taxation Policies, | |
| Income Tax Deductions, | |
| Property Tax Relief, | |
| Sales Tax Revision, | |
| Tax Compliance Regulations, | |
| Tax Transparency Measures, | |
| Wealth Redistribution Initiatives, | |
| Small Business Tax Breaks, | |
| Tax Fraud Prevention Measures, | |
| Public Transit Expansion, | |
| Road Infrastructure Maintenance, | |
| Bike and Pedestrian Path Development, | |
| Traffic Congestion Reduction, | |
| Electric Vehicle Adoption Incentives, | |
| Freight Transportation Efficiency, | |
| Aviation Safety Regulations, | |
| Railroad Infrastructure Modernization, | |
| Intermodal Transportation Integration, | |
| Autonomous Vehicle Regulations, | |
| Affordable Housing Development, | |
| Homelessness Prevention Programs, | |
| Rent Control Measures, | |
| Fair Housing Enforcement, | |
| Housing Discrimination Prevention, | |
| Housing Voucher Program Expansion, | |
| Sustainable Housing Initiatives, | |
| Urban Redevelopment Plans, | |
| Eviction Moratoriums, | |
| Homeownership Support Programs, | |
| Anti-Discrimination Laws, | |
| Gender Equality Protections, | |
| LGBTQ+ Rights Advocacy, | |
| Disability Rights Enforcement, | |
| Indigenous Peoples' Rights, | |
| Religious Freedom Protection, | |
| Language Access Policies, | |
| Voting Rights Expansion, | |
| Equal Pay Legislation, | |
| Minority Rights Safeguards, | |
| Minimum Wage Increase, | |
| Occupational Safety Regulations, | |
| Labor Union Protections, | |
| Workplace Harassment Prevention, | |
| Job Training and Apprenticeships, | |
| Workforce Diversity Initiatives, | |
| Employee Benefits Expansion, | |
| Fair Working Hours Regulations, | |
| Unemployment Benefits Enhancement, | |
| Remote Work Policies, | |
| Government Spending Oversight, | |
| Emergency Fund Allocation, | |
| Public Debt Management, | |
| Fiscal Responsibility Audits, | |
| Public Infrastructure Investment, | |
| Social Welfare Program Funding, | |
| Pension Plan Reform, | |
| Local Government Grant Programs, | |
| Financial Aid for Disadvantaged Communities, | |
| Tax Revenue Allocation, | |
| Emergency Response Planning, | |
| Disaster Preparedness Training, | |
| Cybersecurity Protocols, | |
| Domestic Violence Prevention, | |
| Fire Safety Regulations, | |
| Gun Control Measures, | |
| Community Health and Safety Programs, | |
| Public Health Crisis Management, | |
| Hate Crime Reporting Systems, | |
| Crime Prevention Initiatives, | |
| Digital Privacy Laws, | |
| Data Security Measures, | |
| Innovation Investment Policies, | |
| Broadband Infrastructure Expansion, | |
| E-Government Service Enhancements, | |
| Technology Education in Schools, | |
| Artificial Intelligence Regulations, | |
| Privacy Protection for Biometric Data, | |
| Blockchain Integration Strategies, | |
| Open Data Initiatives, | |
| Immigration Policy Reform, | |
| Refugee Resettlement Programs, | |
| Asylum Seeker Protections, | |
| Migrant Worker Rights, | |
| Language Access Services, | |
| Family Reunification Initiatives, | |
| Pathways to Citizenship, | |
| Humanitarian Aid for Migrants, | |
| Border Security Measures, | |
| Anti-Trafficking Efforts, | |
| Small Business Support Programs, | |
| Export Promotion Policies, | |
| Rural Development Initiatives, | |
| Entrepreneurship Training, | |
| Trade Agreement Negotiations, | |
| Tourism Industry Growth, | |
| Regional Economic Integration, | |
| Financial Inclusion Programs, | |
| Economic Diversification Strategies, | |
| Infrastructure Investment Plans, | |
| Child Welfare Services, | |
| Domestic Violence Support, | |
| Elderly Care Programs, | |
| Foster Care System Reforms, | |
| Disability Assistance Programs, | |
| Community Support Services, | |
| Youth Mentorship Programs, | |
| Substance Abuse Rehabilitation, | |
| Home Care for the Disabled, | |
| Affordable Childcare Services, | |
| ] | |
| """ | |