## Statistics (`coding`)

- Total examples: **354**
- Verified: 340
- Synthetic: 332
- Human-authored: 0
- Source-derived: 22

| domain | count |
| --- | ---: |
| coding | 354 |

| quality | count |
| --- | ---: |
| S | 340 |
| A | 14 |

| difficulty | count |
| --- | ---: |
| beginner | 161 |
| intermediate | 95 |
| advanced | 69 |
| expert | 19 |
| introductory | 10 |

| education_level | count |
| --- | ---: |
| unspecified | 340 |
| undergraduate | 14 |

| source_type | count |
| --- | ---: |
| synthetic | 332 |
| community | 12 |
| open_source | 10 |

| source | count |
| --- | ---: |
| open_reason.generation.coding | 318 |
| open_reason.generation.coding_languages | 14 |
| stackoverflow | 12 |
| psf/requests | 5 |
| pallets/click | 3 |
| encode/httpx | 2 |

| task_type | count |
| --- | ---: |
| code_generation | 217 |
| debugging | 90 |
| sql | 24 |
| concept_explanation | 6 |
| algorithm_design | 5 |
| applied_exercise | 4 |
| debugging_exercise | 4 |
| code_completion | 1 |
| performance_analysis | 1 |
| refactoring | 1 |
| test_generation | 1 |

| license | count |
| --- | ---: |
| Apache-2.0 | 349 |
| BSD-3-Clause | 5 |

| language | count |
| --- | ---: |
| python | 302 |
| sql | 26 |
| javascript | 15 |
| typescript | 2 |
| c | 1 |
| cpp | 1 |
| csharp | 1 |
| go | 1 |
| haskell | 1 |
| java | 1 |
| kotlin | 1 |
| rust | 1 |
| shell | 1 |


## Statistics (`reasoning`)

- Total examples: **381**
- Verified: 381
- Synthetic: 373
- Human-authored: 0
- Source-derived: 8

| domain | count |
| --- | ---: |
| reasoning | 381 |

| quality | count |
| --- | ---: |
| S | 381 |

| difficulty | count |
| --- | ---: |
| beginner | 241 |
| intermediate | 102 |
| introductory | 38 |

| education_level | count |
| --- | ---: |
| unspecified | 381 |

| source_type | count |
| --- | ---: |
| synthetic | 373 |
| community | 8 |

| source | count |
| --- | ---: |
| open_reason.generation.reasoning | 373 |
| stackoverflow | 8 |

| task_type | count |
| --- | ---: |
| classification | 74 |
| planning | 59 |
| temporal_reasoning | 44 |
| constraint_satisfaction | 43 |
| quantitative_reasoning | 39 |
| comparison | 32 |
| information_extraction | 28 |
| decision_analysis | 25 |
| troubleshooting | 16 |
| argument_analysis | 13 |
| causal_reasoning | 8 |

| license | count |
| --- | ---: |
| Apache-2.0 | 381 |

| language | count |
| --- | ---: |
| n/a | 381 |


## Statistics (`science`)

- Total examples: **368**
- Verified: 368
- Synthetic: 368
- Human-authored: 0
- Source-derived: 0

| domain | count |
| --- | ---: |
| science | 368 |

| quality | count |
| --- | ---: |
| S | 368 |

| difficulty | count |
| --- | ---: |
| beginner | 293 |
| introductory | 52 |
| intermediate | 23 |

| education_level | count |
| --- | ---: |
| unspecified | 368 |

| source_type | count |
| --- | ---: |
| synthetic | 368 |

| source | count |
| --- | ---: |
| open_reason.generation.science | 368 |

| task_type | count |
| --- | ---: |
| calculation | 346 |
| modeling | 9 |
| interpretation | 7 |
| experimental_design | 6 |

| license | count |
| --- | ---: |
| Apache-2.0 | 368 |

| language | count |
| --- | ---: |
| n/a | 368 |


## Statistics (`mathematics`)

- Total examples: **648**
- Verified: 648
- Synthetic: 648
- Human-authored: 0
- Source-derived: 0

| domain | count |
| --- | ---: |
| mathematics | 648 |

| quality | count |
| --- | ---: |
| S | 648 |

| difficulty | count |
| --- | ---: |
| beginner | 447 |
| introductory | 170 |
| intermediate | 31 |

| education_level | count |
| --- | ---: |
| unspecified | 648 |

| source_type | count |
| --- | ---: |
| synthetic | 648 |

| source | count |
| --- | ---: |
| open_reason.generation.mathematics | 648 |

| task_type | count |
| --- | ---: |
| algebra | 194 |
| number_theory | 113 |
| geometry | 66 |
| linear_algebra | 64 |
| sequences | 49 |
| discrete_mathematics | 42 |
| statistics | 24 |
| calculus | 22 |
| trigonometry | 22 |
| numerical_methods | 16 |
| arithmetic | 12 |
| probability | 11 |
| optimization | 10 |
| proof | 3 |

| license | count |
| --- | ---: |
| Apache-2.0 | 648 |

| language | count |
| --- | ---: |
| n/a | 648 |


## Statistics (`human`)

- Total examples: **268**
- Verified: 240
- Synthetic: 240
- Human-authored: 28
- Source-derived: 0

| domain | count |
| --- | ---: |
| human | 268 |

| quality | count |
| --- | ---: |
| S | 240 |
| A | 28 |

| difficulty | count |
| --- | ---: |
| beginner | 178 |
| intermediate | 85 |
| introductory | 5 |

| education_level | count |
| --- | ---: |
| unspecified | 268 |

| source_type | count |
| --- | ---: |
| synthetic | 240 |
| human_authored | 28 |

| source | count |
| --- | ---: |
| open_reason.generation.human | 240 |
| explain-backpressure | 1 |
| explain-cap | 1 |
| explain-floating-sum | 1 |
| explain-idempotency | 1 |
| explain-repro-science | 1 |
| explain-sre-error-budget | 1 |
| explain-statistical-vs-practical | 1 |
| explain-test-oracle | 1 |
| qual-ethics-eval | 1 |
| qual-tradeoff | 1 |
| synth-consensus | 1 |
| synth-incident | 1 |
| teach-acid | 1 |
| teach-bayes | 1 |
| teach-cache-invalidation | 1 |
| teach-experimental-control | 1 |
| teach-float-money | 1 |
| teach-git-rebase | 1 |
| teach-hash-collision | 1 |
| teach-holdout | 1 |
| teach-http-cache | 1 |
| teach-index-selectivity | 1 |
| teach-nc-not-relicense | 1 |
| teach-p-vs-np | 1 |
| teach-provenance-unknown | 1 |
| teach-unit-vs-integration | 1 |
| teach-verbatim-false | 1 |
| teach-verified-flag | 1 |

| task_type | count |
| --- | ---: |
| constraint_satisfaction | 80 |
| planning | 80 |
| structured_reasoning | 80 |
| teaching | 16 |
| explanation | 8 |
| qualitative_reasoning | 2 |
| research_synthesis | 2 |

| license | count |
| --- | ---: |
| Apache-2.0 | 268 |

| language | count |
| --- | ---: |
| n/a | 268 |


## Statistics (`education`)

- Total examples: **337**
- Verified: 103
- Synthetic: 329
- Human-authored: 0
- Source-derived: 8

| domain | count |
| --- | ---: |
| coding | 201 |
| mathematics | 66 |
| science | 54 |
| human | 8 |
| reasoning | 8 |

| quality | count |
| --- | ---: |
| A | 234 |
| S | 103 |

| difficulty | count |
| --- | ---: |
| beginner | 176 |
| introductory | 154 |
| intermediate | 7 |

| education_level | count |
| --- | ---: |
| high_school | 142 |
| introductory_college | 66 |
| undergraduate | 66 |
| professional | 43 |
| unspecified | 8 |
| k5 | 7 |
| middle_school | 5 |

| source_type | count |
| --- | ---: |
| synthetic | 329 |
| community | 8 |

| source | count |
| --- | ---: |
| open_reason.generation.coverage_tasks | 194 |
| open_reason.generation.education | 46 |
| python_docs | 8 |
| stackoverflow | 8 |
| khan_academy_computing | 6 |
| go_docs | 5 |
| harvard_cs50 | 5 |
| linux_man_pages | 5 |
| mdn | 5 |
| mit_opencourseware | 5 |
| openstax | 5 |
| postgresql_docs | 5 |
| rust_docs | 5 |
| sqlite_docs | 5 |
| the_odin_project | 5 |
| w3c_whatwg | 5 |
| nasa_education | 4 |
| noaa_education | 4 |
| oer_commons | 4 |
| usgs_education | 4 |
| wikibooks | 4 |

| task_type | count |
| --- | ---: |
| simple_exercise | 89 |
| applied_exercise | 76 |
| concept_explanation | 68 |
| debugging_exercise | 64 |
| diagnostic_misconception | 19 |
| numerical | 9 |
| troubleshooting | 8 |
| sql_generation | 2 |
| teaching | 2 |

| license | count |
| --- | ---: |
| Apache-2.0 | 337 |

| language | count |
| --- | ---: |
| n/a | 136 |
| python | 133 |
| javascript | 18 |
| sql | 17 |
| c | 10 |
| go | 9 |
| rust | 9 |
| html | 5 |


## Statistics (`core`)

- Total examples: **2348**
- Verified: 2072
- Synthetic: 2290
- Human-authored: 28
- Source-derived: 30

| domain | count |
| --- | ---: |
| mathematics | 714 |
| coding | 555 |
| science | 422 |
| reasoning | 381 |
| human | 276 |

| quality | count |
| --- | ---: |
| S | 2072 |
| A | 276 |

| difficulty | count |
| --- | ---: |
| beginner | 1488 |
| introductory | 429 |
| intermediate | 343 |
| advanced | 69 |
| expert | 19 |

| education_level | count |
| --- | ---: |
| unspecified | 2005 |
| high_school | 142 |
| undergraduate | 80 |
| introductory_college | 66 |
| professional | 43 |
| k5 | 7 |
| middle_school | 5 |

| source_type | count |
| --- | ---: |
| synthetic | 2290 |
| human_authored | 28 |
| community | 20 |
| open_source | 10 |

| source | count |
| --- | ---: |
| open_reason.generation.mathematics | 648 |
| open_reason.generation.reasoning | 373 |
| open_reason.generation.science | 368 |
| open_reason.generation.coding | 318 |
| open_reason.generation.human | 240 |
| open_reason.generation.coverage_tasks | 194 |
| open_reason.generation.education | 46 |
| stackoverflow | 20 |
| open_reason.generation.coding_languages | 14 |
| python_docs | 8 |
| khan_academy_computing | 6 |
| go_docs | 5 |
| harvard_cs50 | 5 |
| linux_man_pages | 5 |
| mdn | 5 |
| mit_opencourseware | 5 |
| openstax | 5 |
| postgresql_docs | 5 |
| psf/requests | 5 |
| rust_docs | 5 |
| sqlite_docs | 5 |
| the_odin_project | 5 |
| w3c_whatwg | 5 |
| nasa_education | 4 |
| noaa_education | 4 |
| oer_commons | 4 |
| usgs_education | 4 |
| wikibooks | 4 |
| pallets/click | 3 |
| encode/httpx | 2 |
| explain-backpressure | 1 |
| explain-cap | 1 |
| explain-floating-sum | 1 |
| explain-idempotency | 1 |
| explain-repro-science | 1 |
| explain-sre-error-budget | 1 |
| explain-statistical-vs-practical | 1 |
| explain-test-oracle | 1 |
| qual-ethics-eval | 1 |
| qual-tradeoff | 1 |
| synth-consensus | 1 |
| synth-incident | 1 |
| teach-acid | 1 |
| teach-bayes | 1 |
| teach-cache-invalidation | 1 |
| teach-experimental-control | 1 |
| teach-float-money | 1 |
| teach-git-rebase | 1 |
| teach-hash-collision | 1 |
| teach-holdout | 1 |
| teach-http-cache | 1 |
| teach-index-selectivity | 1 |
| teach-nc-not-relicense | 1 |
| teach-p-vs-np | 1 |
| teach-provenance-unknown | 1 |
| teach-unit-vs-integration | 1 |
| teach-verbatim-false | 1 |
| teach-verified-flag | 1 |

| task_type | count |
| --- | ---: |
| calculation | 346 |
| code_generation | 217 |
| algebra | 194 |
| planning | 139 |
| constraint_satisfaction | 123 |
| number_theory | 113 |
| debugging | 90 |
| simple_exercise | 89 |
| applied_exercise | 80 |
| structured_reasoning | 80 |
| classification | 74 |
| concept_explanation | 74 |
| debugging_exercise | 68 |
| geometry | 66 |
| linear_algebra | 64 |
| sequences | 49 |
| temporal_reasoning | 44 |
| discrete_mathematics | 42 |
| quantitative_reasoning | 39 |
| comparison | 32 |
| information_extraction | 28 |
| decision_analysis | 25 |
| sql | 24 |
| statistics | 24 |
| calculus | 22 |
| trigonometry | 22 |
| diagnostic_misconception | 19 |
| teaching | 18 |
| numerical_methods | 16 |
| troubleshooting | 16 |
| argument_analysis | 13 |
| arithmetic | 12 |
| probability | 11 |
| optimization | 10 |
| modeling | 9 |
| numerical | 9 |
| causal_reasoning | 8 |
| explanation | 8 |
| interpretation | 7 |
| experimental_design | 6 |
| algorithm_design | 5 |
| proof | 3 |
| qualitative_reasoning | 2 |
| research_synthesis | 2 |
| sql_generation | 2 |
| code_completion | 1 |
| performance_analysis | 1 |
| refactoring | 1 |
| test_generation | 1 |

| license | count |
| --- | ---: |
| Apache-2.0 | 2343 |
| BSD-3-Clause | 5 |

| language | count |
| --- | ---: |
| n/a | 1793 |
| python | 435 |
| sql | 43 |
| javascript | 33 |
| c | 11 |
| go | 10 |
| rust | 10 |
| html | 5 |
| typescript | 2 |
| cpp | 1 |
| csharp | 1 |
| haskell | 1 |
| java | 1 |
| kotlin | 1 |
| shell | 1 |


## Statistics (`verified`)

- Total examples: **2072**
- Verified: 2072
- Synthetic: 2042
- Human-authored: 0
- Source-derived: 30

| domain | count |
| --- | ---: |
| mathematics | 694 |
| science | 401 |
| reasoning | 381 |
| coding | 356 |
| human | 240 |

| quality | count |
| --- | ---: |
| S | 2072 |

| difficulty | count |
| --- | ---: |
| beginner | 1355 |
| intermediate | 330 |
| introductory | 299 |
| advanced | 69 |
| expert | 19 |

| education_level | count |
| --- | ---: |
| unspecified | 1977 |
| high_school | 73 |
| undergraduate | 11 |
| k5 | 5 |
| introductory_college | 4 |
| professional | 2 |

| source_type | count |
| --- | ---: |
| synthetic | 2042 |
| community | 20 |
| open_source | 10 |

| source | count |
| --- | ---: |
| open_reason.generation.mathematics | 648 |
| open_reason.generation.reasoning | 373 |
| open_reason.generation.science | 368 |
| open_reason.generation.coding | 318 |
| open_reason.generation.human | 240 |
| open_reason.generation.coverage_tasks | 55 |
| open_reason.generation.education | 22 |
| stackoverflow | 20 |
| openstax | 5 |
| psf/requests | 5 |
| khan_academy_computing | 3 |
| nasa_education | 3 |
| pallets/click | 3 |
| encode/httpx | 2 |
| noaa_education | 2 |
| usgs_education | 2 |
| mit_opencourseware | 1 |
| python_docs | 1 |
| sqlite_docs | 1 |

| task_type | count |
| --- | ---: |
| calculation | 346 |
| code_generation | 217 |
| algebra | 194 |
| planning | 139 |
| constraint_satisfaction | 123 |
| number_theory | 113 |
| debugging | 90 |
| structured_reasoning | 80 |
| classification | 74 |
| geometry | 66 |
| linear_algebra | 64 |
| simple_exercise | 55 |
| sequences | 49 |
| temporal_reasoning | 44 |
| discrete_mathematics | 42 |
| quantitative_reasoning | 39 |
| comparison | 32 |
| information_extraction | 28 |
| decision_analysis | 25 |
| sql | 24 |
| statistics | 24 |
| calculus | 22 |
| trigonometry | 22 |
| applied_exercise | 20 |
| numerical_methods | 16 |
| troubleshooting | 16 |
| argument_analysis | 13 |
| arithmetic | 12 |
| probability | 11 |
| debugging_exercise | 10 |
| optimization | 10 |
| modeling | 9 |
| numerical | 9 |
| causal_reasoning | 8 |
| interpretation | 7 |
| experimental_design | 6 |
| algorithm_design | 5 |
| proof | 3 |
| code_completion | 1 |
| concept_explanation | 1 |
| performance_analysis | 1 |
| refactoring | 1 |
| test_generation | 1 |

| license | count |
| --- | ---: |
| Apache-2.0 | 2067 |
| BSD-3-Clause | 5 |

| language | count |
| --- | ---: |
| n/a | 1716 |
| python | 317 |
| sql | 25 |
| javascript | 14 |


## Statistics (`all`)

- Total examples: **2348**
- Verified: 2072
- Synthetic: 2290
- Human-authored: 28
- Source-derived: 30

| domain | count |
| --- | ---: |
| mathematics | 714 |
| coding | 555 |
| science | 422 |
| reasoning | 381 |
| human | 276 |

| quality | count |
| --- | ---: |
| S | 2072 |
| A | 276 |

| difficulty | count |
| --- | ---: |
| beginner | 1488 |
| introductory | 429 |
| intermediate | 343 |
| advanced | 69 |
| expert | 19 |

| education_level | count |
| --- | ---: |
| unspecified | 2005 |
| high_school | 142 |
| undergraduate | 80 |
| introductory_college | 66 |
| professional | 43 |
| k5 | 7 |
| middle_school | 5 |

| source_type | count |
| --- | ---: |
| synthetic | 2290 |
| human_authored | 28 |
| community | 20 |
| open_source | 10 |

| source | count |
| --- | ---: |
| open_reason.generation.mathematics | 648 |
| open_reason.generation.reasoning | 373 |
| open_reason.generation.science | 368 |
| open_reason.generation.coding | 318 |
| open_reason.generation.human | 240 |
| open_reason.generation.coverage_tasks | 194 |
| open_reason.generation.education | 46 |
| stackoverflow | 20 |
| open_reason.generation.coding_languages | 14 |
| python_docs | 8 |
| khan_academy_computing | 6 |
| go_docs | 5 |
| harvard_cs50 | 5 |
| linux_man_pages | 5 |
| mdn | 5 |
| mit_opencourseware | 5 |
| openstax | 5 |
| postgresql_docs | 5 |
| psf/requests | 5 |
| rust_docs | 5 |
| sqlite_docs | 5 |
| the_odin_project | 5 |
| w3c_whatwg | 5 |
| nasa_education | 4 |
| noaa_education | 4 |
| oer_commons | 4 |
| usgs_education | 4 |
| wikibooks | 4 |
| pallets/click | 3 |
| encode/httpx | 2 |
| explain-backpressure | 1 |
| explain-cap | 1 |
| explain-floating-sum | 1 |
| explain-idempotency | 1 |
| explain-repro-science | 1 |
| explain-sre-error-budget | 1 |
| explain-statistical-vs-practical | 1 |
| explain-test-oracle | 1 |
| qual-ethics-eval | 1 |
| qual-tradeoff | 1 |
| synth-consensus | 1 |
| synth-incident | 1 |
| teach-acid | 1 |
| teach-bayes | 1 |
| teach-cache-invalidation | 1 |
| teach-experimental-control | 1 |
| teach-float-money | 1 |
| teach-git-rebase | 1 |
| teach-hash-collision | 1 |
| teach-holdout | 1 |
| teach-http-cache | 1 |
| teach-index-selectivity | 1 |
| teach-nc-not-relicense | 1 |
| teach-p-vs-np | 1 |
| teach-provenance-unknown | 1 |
| teach-unit-vs-integration | 1 |
| teach-verbatim-false | 1 |
| teach-verified-flag | 1 |

| task_type | count |
| --- | ---: |
| calculation | 346 |
| code_generation | 217 |
| algebra | 194 |
| planning | 139 |
| constraint_satisfaction | 123 |
| number_theory | 113 |
| debugging | 90 |
| simple_exercise | 89 |
| applied_exercise | 80 |
| structured_reasoning | 80 |
| classification | 74 |
| concept_explanation | 74 |
| debugging_exercise | 68 |
| geometry | 66 |
| linear_algebra | 64 |
| sequences | 49 |
| temporal_reasoning | 44 |
| discrete_mathematics | 42 |
| quantitative_reasoning | 39 |
| comparison | 32 |
| information_extraction | 28 |
| decision_analysis | 25 |
| sql | 24 |
| statistics | 24 |
| calculus | 22 |
| trigonometry | 22 |
| diagnostic_misconception | 19 |
| teaching | 18 |
| numerical_methods | 16 |
| troubleshooting | 16 |
| argument_analysis | 13 |
| arithmetic | 12 |
| probability | 11 |
| optimization | 10 |
| modeling | 9 |
| numerical | 9 |
| causal_reasoning | 8 |
| explanation | 8 |
| interpretation | 7 |
| experimental_design | 6 |
| algorithm_design | 5 |
| proof | 3 |
| qualitative_reasoning | 2 |
| research_synthesis | 2 |
| sql_generation | 2 |
| code_completion | 1 |
| performance_analysis | 1 |
| refactoring | 1 |
| test_generation | 1 |

| license | count |
| --- | ---: |
| Apache-2.0 | 2343 |
| BSD-3-Clause | 5 |

| language | count |
| --- | ---: |
| n/a | 1793 |
| python | 435 |
| sql | 43 |
| javascript | 33 |
| c | 11 |
| go | 10 |
| rust | 10 |
| html | 5 |
| typescript | 2 |
| cpp | 1 |
| csharp | 1 |
| haskell | 1 |
| java | 1 |
| kotlin | 1 |
| shell | 1 |