Claude-Opus-4.6-Reasoning-500x

# Claude Opus 4.6 Extended Reasoning This is a reasoning dataset generated using Claude Opus 4.6 with extended reasoning ## Category Distribution | Category | Count | % | |---|---|---| | Software Engineering / Systems Design | 93 | 18.6% | | General / Uncategorized | 62 | 12.4% | | Machine Learning / AI / Deep Learning | 49 | 9.8% | | Home Repair / Maintenance / Property | 46 | 9.2% | | Physics / Astronomy / Physical Sciences | 42 | 8.4% | | Personal Finance / Taxes / Insurance | 41 | 8.2% | | Parenting / Family / Relationships | 34 | 6.8% | | Computer Science / Algorithms / Data Structures | 30 | 6.0% | | Biology / Medicine / Health | 30 | 6.0% | | Career / Workplace / Professional | 24 | 4.8% | | Legal / Rights / Disputes | 17 | 3.4% | | Automotive / Vehicles | 10 | 2.0% | | Networking / Internet Protocols | 10 | 2.0% | | Mathematics / Statistics | 9 | 1.8% | | Chemistry / Materials | 3 | 0.6% | The "General" bucket includes compiler internals, OS concepts (virtual memory, copy-on-write), cooking, pet health, welding, 3D printing, display technology etc ## STEM vs Non-STEM Split - **STEM** (SWE + ML + CS + Networking + Physics + Bio + Chem + Math): ~55% - **Practical/Life** (Home, Finance, Parenting, Career, Legal, Auto): ~33% - **General/Mixed**: ~12%