id stringlengths 8 16 | category stringclasses 17
values | action stringlengths 3 40 | positives float64 0 8.5 | neg_est float64 1.2 9.5 | neg_buf float64 1.38 11 | net float64 -10.97 7.12 | stability float64 0.8 1 | symmetric_reward float64 -9.5 7.3 | asymmetric_reward float64 -9.65 6.98 | buffer_impact float64 0.15 0.68 | num_chains int64 2 4 |
|---|---|---|---|---|---|---|---|---|---|---|---|
travel-001 | travel | Fly Singapore to Tokyo with max comfort | 8.5 | 6.2 | 7.1 | 1.4 | 0.9 | 2.3 | 2.041 | 0.259 | 3 |
travel-002 | travel | Stay local in Bangkok | 6.5 | 4 | 4.6 | 1.9 | 0.9 | 2.5 | 2.125 | 0.375 | 2 |
travel-003 | travel | Road Trip | 8.5 | 6 | 6.9 | 1.6 | 0.95 | 2.5 | 2.013 | 0.487 | 2 |
travel-004 | travel | cruise | 8.5 | 4.2 | 4.83 | 3.67 | 0.92 | 4.3 | 4.082 | 0.218 | 2 |
travel-005 | travel | Budget Airbnbs | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.26 | 0.24 | 2 |
travel-006 | travel | Pay for direct flight | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.125 | 0.375 | 2 |
travel-007 | travel | Buy insurance | 8 | 2 | 2.3 | 5.7 | 0.95 | 6 | 5.55 | 0.45 | 2 |
travel-008 | travel | Solo travel to Japan | 8.5 | 6 | 6.9 | 1.6 | 0.95 | 2.5 | 2.2 | 0.3 | 2 |
travel-009 | travel | Save for 3 economy trips | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.223 | 0.277 | 3 |
travel-010 | travel | Rent a car | 8.5 | 6 | 6.9 | 1.6 | 0.9 | 2.5 | 2.2 | 0.3 | 2 |
travel-011 | travel | Visit in monsoon season | 7.5 | 4 | 4.6 | 2.9 | 0.95 | 3.5 | 3.05 | 0.45 | 2 |
travel-012 | travel | Airbnb | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.2 | 0.3 | 2 |
travel-013 | travel | Fly via Singapore | 8 | 4 | 4.6 | 3.4 | 0.9 | 4 | 3.7 | 0.3 | 2 |
travel-014 | travel | Mountain Cabin | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.275 | 0.225 | 2 |
travel-015 | travel | Reschedule trip | 8 | 6 | 6.9 | 1.1 | 0.95 | 2 | 1.7 | 0.3 | 2 |
finance-001 | finance | High-Yield Savings | 8 | 2 | 2.3 | 5.7 | 0.9 | 6 | 5.605 | 0.395 | 3 |
finance-002 | finance | Pay off student loan | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.2 | 0.3 | 2 |
finance-003 | finance | Keep 6 months expenses in savings | 8 | 2 | 2.3 | 5.7 | 0.9 | 6 | 5.7 | 0.3 | 2 |
finance-004 | finance | Refinance Mortgage | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.05 | 0.45 | 2 |
finance-005 | finance | Max out 401k | 8.5 | 2 | 2.3 | 6.2 | 0.99 | 6.5 | 6.312 | 0.188 | 2 |
finance-007 | finance | Lease | 8.2 | 4.5 | 5.17 | 3.03 | 0.95 | 3.7 | 3.422 | 0.277 | 2 |
finance-008 | finance | Invest in Index Funds | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.2 | 0.3 | 2 |
finance-009 | finance | Credit Card with 2% Cashback | 8.5 | 1.2 | 1.38 | 7.12 | 0.99 | 7.3 | 6.978 | 0.322 | 2 |
finance-010 | finance | Term Life Insurance | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.05 | 0.45 | 2 |
finance-011 | finance | Consolidate into personal loan | 8 | 4 | 4.6 | 3.4 | 0.9 | 4 | 3.7 | 0.3 | 2 |
finance-012 | finance | Invest | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.312 | 0.188 | 2 |
finance-013 | finance | Open 529 college fund | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.237 | 0.263 | 2 |
finance-014 | finance | Max out ESPP | 8.5 | 4 | 4.6 | 3.9 | 0.99 | 4.5 | 4.125 | 0.375 | 2 |
finance-015 | finance | Pay off debt and invest the rest | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.2 | 0.3 | 2 |
career-001 | career | Remote Startup | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.312 | 0.188 | 2 |
career-002 | career | Attend bootcamp | 8.5 | 6.2 | 7.1 | 1.4 | 0.9 | 2.3 | 1.797 | 0.503 | 2 |
career-003 | career | Accept Raise | 8.5 | 6 | 6.9 | 1.6 | 0.95 | 2.5 | 1.975 | 0.525 | 2 |
career-004 | career | Stay for Promotion | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.312 | 0.188 | 2 |
career-005 | career | Freelance full-time | 8.5 | 6 | 6.9 | 1.6 | 0.95 | 2.5 | 2.05 | 0.45 | 2 |
career-006 | career | Pursue MBA | 8.5 | 6 | 6.9 | 1.6 | 0.9 | 2.5 | 2.05 | 0.45 | 2 |
career-008 | career | Pivot Product | 8 | 6 | 6.9 | 1.1 | 0.9 | 2 | 1.625 | 0.375 | 2 |
career-009 | career | Stay as Senior IC | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.05 | 0.45 | 2 |
career-010 | career | Sign the offer as-is | 8 | 2 | 2.3 | 5.7 | 0.9 | 6 | 5.55 | 0.45 | 2 |
career-011 | career | Contract | 8.5 | 4.2 | 4.83 | 3.67 | 0.92 | 4.3 | 4.022 | 0.277 | 2 |
career-012 | career | Move abroad | 8.5 | 4 | 4.6 | 3.9 | 0.9 | 4.5 | 4.125 | 0.375 | 2 |
career-013 | career | Leave for healthier workplace | 8 | 6 | 6.9 | 1.1 | 0.95 | 2 | 1.728 | 0.272 | 3 |
career-014 | career | Start side business while employed | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.2 | 0.3 | 2 |
career-015 | career | Take demotion to switch industries | 8.5 | 6.2 | 7.1 | 1.4 | 0.9 | 2.3 | 2.098 | 0.202 | 2 |
product-001 | product | fix onboarding churn | 8.2 | 2.5 | 2.875 | 5.325 | 0.98 | 5.7 | 5.441 | 0.259 | 3 |
product-002 | product | offer free shipping | 8.2 | 2.5 | 2.875 | 5.325 | 0.92 | 5.7 | 5.446 | 0.254 | 3 |
product-003 | product | Launch Now | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.2 | 0.3 | 2 |
product-004 | product | Freemium model | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.237 | 0.263 | 2 |
product-005 | product | Use React Native | 8 | 4 | 4.6 | 3.4 | 0.9 | 4 | 3.625 | 0.375 | 2 |
product-006 | product | Prioritize power users | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.237 | 0.263 | 2 |
product-007 | product | Raise prices 20% | 8 | 4 | 4.6 | 3.4 | 0.9 | 4 | 3.7 | 0.3 | 2 |
product-008 | product | Integrate Mixpanel | 8.2 | 4.5 | 5.17 | 3.03 | 0.92 | 3.7 | 3.422 | 0.277 | 2 |
product-009 | product | Open-Source | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.162 | 0.338 | 2 |
product-010 | product | Target enterprise customers | 8.5 | 6 | 6.9 | 1.6 | 0.95 | 2.5 | 2.163 | 0.337 | 3 |
product-011 | product | Fixing Bugs | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.2 | 0.3 | 2 |
product-012 | product | Pivot to B2B | 8.2 | 4.5 | 5.17 | 3.03 | 0.92 | 3.7 | 3.327 | 0.373 | 3 |
product-013 | product | Invest in SEO content | 8.5 | 4 | 4.6 | 3.9 | 0.9 | 4.5 | 4.125 | 0.375 | 2 |
product-014 | product | Dominate one market first | 8.5 | 4.2 | 4.83 | 3.67 | 0.95 | 4.3 | 3.978 | 0.322 | 2 |
product-015 | product | Hire a designer | 8.5 | 6 | 6.9 | 1.6 | 0.98 | 2.5 | 2.125 | 0.375 | 2 |
health-001 | health | Home Workout Equipment | 8.5 | 6 | 6.9 | 1.6 | 0.9 | 2.5 | 2.2 | 0.3 | 2 |
health-002 | health | Intermittent Fasting | 8 | 4 | 4.6 | 3.4 | 0.9 | 4 | 3.737 | 0.263 | 2 |
health-003 | health | Stick with employer coverage | 6.5 | 4.2 | 4.83 | 1.67 | 0.92 | 2.3 | 1.978 | 0.322 | 2 |
health-004 | health | Morning workout routine | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.2 | 0.3 | 2 |
health-005 | health | Meal Prep on Sundays | 8.5 | 4 | 4.6 | 3.9 | 0.99 | 4.5 | 4.2 | 0.3 | 2 |
health-006 | health | Standing Desk | 8.5 | 6 | 6.9 | 1.6 | 0.95 | 2.5 | 2.05 | 0.45 | 2 |
health-007 | health | Balanced Training | 8.5 | 6 | 6.9 | 1.6 | 0.9 | 2.5 | 2.196 | 0.304 | 3 |
health-008 | health | Personal Trainer | 8.5 | 6 | 6.9 | 1.6 | 0.9 | 2.5 | 2.05 | 0.45 | 2 |
health-009 | health | Switch to plant-based diet | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.162 | 0.338 | 2 |
health-010 | health | meditation app | 8 | 1.5 | 1.72 | 6.28 | 0.95 | 6.5 | 5.933 | 0.567 | 3 |
education-001 | education | Self-taught with projects and certificat | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.105 | 0.395 | 3 |
education-002 | education | Learn Python first | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.312 | 0.188 | 2 |
education-003 | education | hands-on project portfolio | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.2 | 0.3 | 2 |
education-004 | education | Part-time master's | 8.5 | 4 | 4.6 | 3.9 | 0.98 | 4.5 | 4.125 | 0.375 | 2 |
education-005 | education | Learn AI/ML from scratch | 8.5 | 6 | 6.9 | 1.6 | 0.9 | 2.5 | 2.05 | 0.45 | 2 |
education-006 | education | MIT OpenCourseWare | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.05 | 0.45 | 2 |
education-007 | education | Study for GMAT | 8.5 | 6 | 6.9 | 1.6 | 0.9 | 2.5 | 2.125 | 0.375 | 2 |
education-008 | education | Learn Coding | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.312 | 0.188 | 2 |
education-009 | education | Learn Mandarin | 8.5 | 4 | 4.6 | 3.9 | 0.9 | 4.5 | 4.312 | 0.188 | 2 |
education-010 | education | PhD in Computer Science | 8.5 | 6 | 6.9 | 1.6 | 0.95 | 2.5 | 2.2 | 0.3 | 2 |
housing-001 | housing | Buy Condo | 8.5 | 4.2 | 4.83 | 3.67 | 0.92 | 4.3 | 3.978 | 0.322 | 2 |
housing-002 | housing | Renovate current home | 8 | 6 | 6.9 | 1.1 | 0.95 | 2 | 1.7 | 0.3 | 2 |
housing-003 | housing | Live in the suburbs | 6.5 | 4 | 4.6 | 1.9 | 0.95 | 2.5 | 2.163 | 0.337 | 3 |
housing-004 | housing | Get a roommate | 8 | 4 | 4.6 | 3.4 | 0.9 | 4 | 3.625 | 0.375 | 2 |
housing-005 | housing | Fixed-rate mortgage | 8 | 5.5 | 6.33 | 1.67 | 0.95 | 2.5 | 2.237 | 0.263 | 2 |
housing-006 | housing | Buy in established area | 8 | 6 | 6.9 | 1.1 | 0.9 | 2 | 1.7 | 0.3 | 2 |
housing-007 | housing | Rent out spare room | 7.5 | 4 | 4.6 | 2.9 | 0.95 | 3.5 | 3.125 | 0.375 | 2 |
housing-008 | housing | Install Solar Panels | 8 | 6 | 6.9 | 1.1 | 0.92 | 2 | 1.625 | 0.375 | 2 |
housing-009 | housing | Move to lower cost-of-living city | 8.5 | 4 | 4.6 | 3.9 | 0.9 | 4.5 | 4.2 | 0.3 | 2 |
housing-010 | housing | 15-year mortgage | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.312 | 0.188 | 2 |
tech-001 | technology | Use Go for backend | 8.5 | 4 | 4.6 | 3.9 | 0.95 | 4.5 | 4.2 | 0.3 | 2 |
tech-002 | technology | MongoDB | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.2 | 0.3 | 2 |
tech-003 | technology | AWS | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.223 | 0.277 | 3 |
tech-004 | technology | Microservices | 8 | 6 | 6.9 | 1.1 | 0.95 | 2 | 1.625 | 0.375 | 2 |
tech-005 | technology | Buy Linux Laptop | 8 | 2.5 | 2.875 | 5.125 | 0.95 | 5.5 | 5.237 | 0.263 | 2 |
tech-006 | technology | Use managed RDS | 8 | 4 | 4.6 | 3.4 | 0.9 | 4 | 3.625 | 0.375 | 2 |
tech-007 | technology | Fine-tune open-source model | 8.2 | 4.5 | 5.17 | 3.03 | 0.92 | 3.7 | 3.422 | 0.277 | 2 |
tech-008 | technology | Migrate to GraphQL | 8.5 | 6 | 6.9 | 1.6 | 0.95 | 2.5 | 1.975 | 0.525 | 2 |
tech-009 | technology | Kubernetes | 8.5 | 6 | 6.9 | 1.6 | 0.9 | 2.5 | 2.2 | 0.3 | 2 |
tech-010 | technology | Build Progressive Web App | 8.5 | 4.2 | 4.8 | 3.7 | 0.9 | 4.3 | 3.978 | 0.322 | 2 |
tech-011 | technology | TypeScript | 8.5 | 2 | 2.3 | 6.2 | 0.95 | 6.5 | 6.312 | 0.188 | 2 |
tech-012 | technology | Redis | 8.5 | 2 | 2.3 | 6.2 | 0.9 | 6.5 | 6.2 | 0.3 | 2 |
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