Open Reason v1.3.8 parquet and jsonl shards

data/release/README.md

@@ -1,18 +1,18 @@
-# Open Reason v1.0.1 release files
+# Open Reason v1.3.8 release files
 
 Generated by `open-reason build --config all --seed 42`.
 
 | Configuration | Examples | Verified | Human-authored |
 | --- | ---: | ---: | ---: |
-| coding | 314 | 300 | 0 |
-| reasoning | 248 | 248 | 0 |
-| science | 262 | 262 | 0 |
-| mathematics | 334 | 334 | 0 |
+| coding | 354 | 340 | 0 |
+| reasoning | 381 | 381 | 0 |
+| science | 368 | 368 | 0 |
+| mathematics | 648 | 648 | 0 |
 | human | 268 | 240 | 28 |
-| education | 329 | 95 | 0 |
-| core | 1755 | 1479 | 28 |
-| verified | 1479 | 1479 | 0 |
-| all | 1755 | 1479 | 28 |
+| education | 337 | 103 | 0 |
+| core | 2348 | 2072 | 28 |
+| verified | 2072 | 2072 | 0 |
+| all | 2348 | 2072 | 28 |
 
 - `*.jsonl` — human-readable rows
 - `*.parquet` — Hugging Face / analytics
@@ -21,8 +21,9 @@ Generated by `open-reason build --config all --seed 42`.
 - `statistics.md` — per-config tables
 - `manifest.yaml` — validation, dedup, contamination, and version
 
-Parquet and JSONL shards are local build products (gitignored).
-GitHub stores this catalog; Hugging Face receives shards on a GitHub Release.
+Project license is Apache-2.0. Per-row `provenance.license_spdx` records upstream SPDX.
+Parquet and JSONL shards are local build products (gitignored except `data/sample/`).
+GitHub stores this catalog; Hugging Face receives shards on publish.
 
 **Open Reason does not use Reddit as a data source.**
 

data/release/all.parquet

@@ -1,3 +1,3 @@
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-oid sha256:6d7155c829cc6fab23e01d409f9048ee25a43851206667cfee45deef3f49323e
-size 333916
+oid sha256:e2776f58d01218e85cb3f396a13435f8e7abf5c6217f98aa3c84f8056bc92e87
+size 404660

data/release/coding.parquet

@@ -1,3 +1,3 @@
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-oid sha256:bacc7aff8aa9cd58c6e27667deca7adac96dfb9898435c7e88b92cf0de96c35d
-size 169824
+oid sha256:8a6a06227c30481ce64fa2f78a32ff4696e3e40456d12fded2c0f3c434c67086
+size 190146

data/release/core.parquet

@@ -1,3 +1,3 @@
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-oid sha256:6d7155c829cc6fab23e01d409f9048ee25a43851206667cfee45deef3f49323e
-size 333916
+oid sha256:e2776f58d01218e85cb3f396a13435f8e7abf5c6217f98aa3c84f8056bc92e87
+size 404660

data/release/education.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:eb516fb9c9891953673c2d82dc1d9656e25ab04b9aa6370056cba62e7c368ec5
-size 73971
+oid sha256:b32068bf50a1e058e43467336591bf245d3b818944b8b033d4ecefe3f419254f
+size 75541

data/release/human.parquet

@@ -1,3 +1,3 @@
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-oid sha256:4a6a346dbd9d9610202ba7a54304b2db2dd509bb66833a933045731257da519e
-size 40638
+oid sha256:b8cd8702f02155220816ba6155ab938a8ef614b92ab6c90c77a306e9375fea59
+size 40480

data/release/manifest.yaml

@@ -1,6 +1,6 @@
 dataset: open-reason
-pipeline_version: 1.0.1
-generated_at: '2026-08-19T00:12:52Z'
+pipeline_version: 1.3.8
+generated_at: '2026-08-19T01:35:28Z'
 complete: true
 configs:
 - coding
@@ -15,35 +15,35 @@ configs:
 reports:
   coding:
     config: coding
-    generated: 317
-    validated: 315
-    kept: 314
-    validation_failures: 1
+    generated: 359
+    validated: 355
+    kept: 354
+    validation_failures: 3
     reddit_rejected: 1
     dedup:
-      input_count: 315
-      kept: 314
+      input_count: 355
+      kept: 354
       exact_duplicates: 0
       normalized_duplicates: 0
       near_duplicates: 1
       dropped: 1
     contamination:
-      checked: 314
+      checked: 354
       hit_count: 0
       rate: 0.0
       hits: []
     statistics:
       config: coding
-      total_examples: 314
-      verified_examples: 300
-      synthetic_examples: 314
+      total_examples: 354
+      verified_examples: 340
+      synthetic_examples: 332
       human_authored_examples: 0
-      source_derived_examples: 0
+      source_derived_examples: 22
       by_domain:
-        coding: 314
+        coding: 354
       by_task_type:
-        code_generation: 188
-        debugging: 79
+        code_generation: 217
+        debugging: 90
         algorithm_design: 5
         performance_analysis: 1
         refactoring: 1
@@ -54,26 +54,33 @@ reports:
         debugging_exercise: 4
         applied_exercise: 4
       by_difficulty:
-        beginner: 146
-        intermediate: 81
-        advanced: 60
-        expert: 17
+        beginner: 161
+        intermediate: 95
+        advanced: 69
+        expert: 19
         introductory: 10
       by_education_level:
-        unspecified: 300
+        unspecified: 340
         undergraduate: 14
       by_quality_tier:
-        S: 300
+        S: 340
         A: 14
       by_source_type:
-        synthetic: 314
+        synthetic: 332
+        open_source: 10
+        community: 12
       by_source:
-        open_reason.generation.coding: 300
+        open_reason.generation.coding: 318
+        psf/requests: 5
+        encode/httpx: 2
+        pallets/click: 3
+        stackoverflow: 12
         open_reason.generation.coding_languages: 14
       by_license:
-        CC-BY-4.0: 314
+        Apache-2.0: 349
+        BSD-3-Clause: 5
       by_language:
-        python: 262
+        python: 302
         sql: 26
         javascript: 15
         typescript: 2
@@ -89,170 +96,172 @@ reports:
     review_queue_size: 14
   reasoning:
     config: reasoning
-    generated: 390
-    validated: 390
-    kept: 248
+    generated: 534
+    validated: 534
+    kept: 381
     validation_failures: 0
     reddit_rejected: 0
     dedup:
-      input_count: 381
-      kept: 248
-      exact_duplicates: 97
+      input_count: 525
+      kept: 381
+      exact_duplicates: 100
       normalized_duplicates: 0
-      near_duplicates: 36
-      dropped: 133
+      near_duplicates: 44
+      dropped: 144
     contamination:
-      checked: 248
+      checked: 381
       hit_count: 0
       rate: 0.0
       hits: []
     statistics:
       config: reasoning
-      total_examples: 248
-      verified_examples: 248
-      synthetic_examples: 248
+      total_examples: 381
+      verified_examples: 381
+      synthetic_examples: 373
       human_authored_examples: 0
-      source_derived_examples: 0
+      source_derived_examples: 8
       by_domain:
-        reasoning: 248
+        reasoning: 381
       by_task_type:
-        planning: 21
-        classification: 50
+        planning: 59
+        classification: 74
         information_extraction: 28
         comparison: 32
         causal_reasoning: 8
-        temporal_reasoning: 28
-        constraint_satisfaction: 12
+        temporal_reasoning: 44
+        constraint_satisfaction: 43
         decision_analysis: 25
         argument_analysis: 13
-        quantitative_reasoning: 23
-        troubleshooting: 8
+        quantitative_reasoning: 39
+        troubleshooting: 16
       by_difficulty:
         intermediate: 102
-        beginner: 137
-        introductory: 9
+        beginner: 241
+        introductory: 38
       by_education_level:
-        unspecified: 248
+        unspecified: 381
       by_quality_tier:
-        S: 248
+        S: 381
       by_source_type:
-        synthetic: 248
+        synthetic: 373
+        community: 8
       by_source:
-        open_reason.generation.reasoning: 248
+        open_reason.generation.reasoning: 373
+        stackoverflow: 8
       by_license:
-        CC-BY-4.0: 248
+        Apache-2.0: 381
       by_language:
-        n/a: 248
+        n/a: 381
     review_queue_size: 0
   science:
     config: science
-    generated: 358
-    validated: 358
-    kept: 262
+    generated: 518
+    validated: 518
+    kept: 368
     validation_failures: 0
     reddit_rejected: 0
     dedup:
-      input_count: 294
-      kept: 262
+      input_count: 400
+      kept: 368
       exact_duplicates: 32
       normalized_duplicates: 0
       near_duplicates: 0
       dropped: 32
     contamination:
-      checked: 262
+      checked: 368
       hit_count: 0
       rate: 0.0
       hits: []
     statistics:
       config: science
-      total_examples: 262
-      verified_examples: 262
-      synthetic_examples: 262
+      total_examples: 368
+      verified_examples: 368
+      synthetic_examples: 368
       human_authored_examples: 0
       source_derived_examples: 0
       by_domain:
-        science: 262
+        science: 368
       by_task_type:
-        calculation: 240
+        calculation: 346
         interpretation: 7
         modeling: 9
         experimental_design: 6
       by_difficulty:
-        beginner: 213
-        intermediate: 10
-        introductory: 39
+        beginner: 293
+        intermediate: 23
+        introductory: 52
       by_education_level:
-        unspecified: 262
+        unspecified: 368
       by_quality_tier:
-        S: 262
+        S: 368
       by_source_type:
-        synthetic: 262
+        synthetic: 368
       by_source:
-        open_reason.generation.science: 262
+        open_reason.generation.science: 368
       by_license:
-        CC-BY-4.0: 262
+        Apache-2.0: 368
       by_language:
-        n/a: 262
+        n/a: 368
     review_queue_size: 0
   mathematics:
     config: mathematics
-    generated: 363
-    validated: 363
-    kept: 334
+    generated: 724
+    validated: 708
+    kept: 648
     validation_failures: 0
-    reddit_rejected: 0
+    reddit_rejected: 16
     dedup:
-      input_count: 343
-      kept: 334
-      exact_duplicates: 9
-      normalized_duplicates: 0
+      input_count: 674
+      kept: 648
+      exact_duplicates: 24
+      normalized_duplicates: 2
       near_duplicates: 0
-      dropped: 9
+      dropped: 26
     contamination:
-      checked: 334
+      checked: 648
       hit_count: 0
       rate: 0.0
       hits: []
     statistics:
       config: mathematics
-      total_examples: 334
-      verified_examples: 334
-      synthetic_examples: 334
+      total_examples: 648
+      verified_examples: 648
+      synthetic_examples: 648
       human_authored_examples: 0
       source_derived_examples: 0
       by_domain:
-        mathematics: 334
+        mathematics: 648
       by_task_type:
-        algebra: 87
+        algebra: 194
         arithmetic: 12
-        number_theory: 40
+        number_theory: 113
         calculus: 22
-        trigonometry: 17
-        geometry: 15
+        trigonometry: 22
+        geometry: 66
         discrete_mathematics: 42
         probability: 11
-        statistics: 10
-        linear_algebra: 34
+        statistics: 24
+        linear_algebra: 64
         optimization: 10
         numerical_methods: 16
         proof: 3
-        sequences: 15
+        sequences: 49
       by_difficulty:
-        beginner: 220
+        beginner: 447
         intermediate: 31
-        introductory: 83
+        introductory: 170
       by_education_level:
-        unspecified: 334
+        unspecified: 648
       by_quality_tier:
-        S: 334
+        S: 648
       by_source_type:
-        synthetic: 334
+        synthetic: 648
       by_source:
-        open_reason.generation.mathematics: 334
+        open_reason.generation.mathematics: 648
       by_license:
-        CC-BY-4.0: 334
+        Apache-2.0: 648
       by_language:
-        n/a: 334
+        n/a: 648
     review_queue_size: 0
   human:
     config: human
@@ -333,40 +342,41 @@ reports:
         teach-index-selectivity: 1
         teach-float-money: 1
       by_license:
-        CC-BY-4.0: 268
+        Apache-2.0: 268
       by_language:
         n/a: 268
     review_queue_size: 28
   education:
     config: education
-    generated: 331
-    validated: 329
-    kept: 329
-    validation_failures: 1
+    generated: 351
+    validated: 345
+    kept: 337
+    validation_failures: 5
     reddit_rejected: 1
     dedup:
-      input_count: 329
-      kept: 329
+      input_count: 337
+      kept: 337
       exact_duplicates: 0
       normalized_duplicates: 0
       near_duplicates: 0
       dropped: 0
     contamination:
-      checked: 329
+      checked: 337
       hit_count: 0
       rate: 0.0
       hits: []
     statistics:
       config: education
-      total_examples: 329
-      verified_examples: 95
+      total_examples: 337
+      verified_examples: 103
       synthetic_examples: 329
       human_authored_examples: 0
-      source_derived_examples: 0
+      source_derived_examples: 8
       by_domain:
         coding: 201
         mathematics: 66
         science: 54
+        reasoning: 8
         human: 8
       by_task_type:
         concept_explanation: 68
@@ -376,9 +386,10 @@ reports:
         numerical: 9
         diagnostic_misconception: 19
         sql_generation: 2
+        troubleshooting: 8
         teaching: 2
       by_difficulty:
-        beginner: 168
+        beginner: 176
         intermediate: 7
         introductory: 154
       by_education_level:
@@ -388,11 +399,13 @@ reports:
         k5: 7
         middle_school: 5
         professional: 43
+        unspecified: 8
       by_quality_tier:
         A: 234
-        S: 95
+        S: 103
       by_source_type:
         synthetic: 329
+        community: 8
       by_source:
         open_reason.generation.education: 46
         open_reason.generation.coverage_tasks: 194
@@ -412,13 +425,14 @@ reports:
         nasa_education: 4
         noaa_education: 4
         usgs_education: 4
+        stackoverflow: 8
         oer_commons: 4
         wikibooks: 4
       by_license:
-        CC-BY-4.0: 329
+        Apache-2.0: 337
       by_language:
         python: 133
-        n/a: 128
+        n/a: 136
         sql: 17
         javascript: 18
         rust: 9
@@ -428,39 +442,39 @@ reports:
     review_queue_size: 234
   all:
     config: all
-    generated: 1755
-    validated: 1755
-    kept: 1755
+    generated: 2356
+    validated: 2356
+    kept: 2348
     validation_failures: 0
     reddit_rejected: 0
     dedup:
-      input_count: 1755
-      kept: 1755
+      input_count: 2348
+      kept: 2348
       exact_duplicates: 0
       normalized_duplicates: 0
       near_duplicates: 0
       dropped: 0
     contamination:
-      checked: 1755
+      checked: 2348
       hit_count: 0
       rate: 0.0
       hits: []
     statistics:
       config: all
-      total_examples: 1755
-      verified_examples: 1479
-      synthetic_examples: 1727
+      total_examples: 2348
+      verified_examples: 2072
+      synthetic_examples: 2290
       human_authored_examples: 28
-      source_derived_examples: 0
+      source_derived_examples: 30
       by_domain:
-        coding: 515
-        reasoning: 248
-        science: 316
-        mathematics: 400
+        coding: 555
+        reasoning: 381
+        science: 422
+        mathematics: 714
         human: 276
       by_task_type:
-        code_generation: 188
-        debugging: 79
+        code_generation: 217
+        debugging: 90
         algorithm_design: 5
         performance_analysis: 1
         refactoring: 1
@@ -470,35 +484,35 @@ reports:
         concept_explanation: 74
         debugging_exercise: 68
         applied_exercise: 80
-        planning: 101
-        classification: 50
+        planning: 139
+        classification: 74
         information_extraction: 28
         comparison: 32
         causal_reasoning: 8
-        temporal_reasoning: 28
-        constraint_satisfaction: 92
+        temporal_reasoning: 44
+        constraint_satisfaction: 123
         decision_analysis: 25
         argument_analysis: 13
-        quantitative_reasoning: 23
-        troubleshooting: 8
-        calculation: 240
+        quantitative_reasoning: 39
+        troubleshooting: 16
+        calculation: 346
         interpretation: 7
         modeling: 9
         experimental_design: 6
-        algebra: 87
+        algebra: 194
         arithmetic: 12
-        number_theory: 40
+        number_theory: 113
         calculus: 22
-        trigonometry: 17
-        geometry: 15
+        trigonometry: 22
+        geometry: 66
         discrete_mathematics: 42
         probability: 11
-        statistics: 10
-        linear_algebra: 34
+        statistics: 24
+        linear_algebra: 64
         optimization: 10
         numerical_methods: 16
         proof: 3
-        sequences: 15
+        sequences: 49
         teaching: 18
         research_synthesis: 2
         qualitative_reasoning: 2
@@ -509,13 +523,13 @@ reports:
         diagnostic_misconception: 19
         sql_generation: 2
       by_difficulty:
-        beginner: 1062
-        intermediate: 316
-        advanced: 60
-        expert: 17
-        introductory: 300
+        beginner: 1488
+        intermediate: 343
+        advanced: 69
+        expert: 19
+        introductory: 429
       by_education_level:
-        unspecified: 1412
+        unspecified: 2005
         undergraduate: 80
         high_school: 142
         introductory_college: 66
@@ -523,17 +537,23 @@ reports:
         middle_school: 5
         professional: 43
       by_quality_tier:
-        S: 1479
+        S: 2072
         A: 276
       by_source_type:
-        synthetic: 1727
+        synthetic: 2290
+        open_source: 10
+        community: 20
         human_authored: 28
       by_source:
-        open_reason.generation.coding: 300
+        open_reason.generation.coding: 318
+        psf/requests: 5
+        encode/httpx: 2
+        pallets/click: 3
+        stackoverflow: 20
         open_reason.generation.coding_languages: 14
-        open_reason.generation.reasoning: 248
-        open_reason.generation.science: 262
-        open_reason.generation.mathematics: 334
+        open_reason.generation.reasoning: 373
+        open_reason.generation.science: 368
+        open_reason.generation.mathematics: 648
         teach-hash-collision: 1
         teach-acid: 1
         teach-p-vs-np: 1
@@ -584,9 +604,10 @@ reports:
         oer_commons: 4
         wikibooks: 4
       by_license:
-        CC-BY-4.0: 1755
+        Apache-2.0: 2343
+        BSD-3-Clause: 5
       by_language:
-        python: 395
+        python: 435
         sql: 43
         javascript: 33
         typescript: 2
@@ -599,44 +620,44 @@ reports:
         haskell: 1
         shell: 1
         csharp: 1
-        n/a: 1240
+        n/a: 1793
         html: 5
     review_queue_size: 276
   core:
     config: core
-    generated: 1755
-    validated: 1755
-    kept: 1755
+    generated: 2348
+    validated: 2348
+    kept: 2348
     validation_failures: 0
     reddit_rejected: 0
     dedup:
-      input_count: 1755
-      kept: 1755
+      input_count: 2348
+      kept: 2348
       exact_duplicates: 0
       normalized_duplicates: 0
       near_duplicates: 0
       dropped: 0
     contamination:
-      checked: 1755
+      checked: 2348
       hit_count: 0
       rate: 0.0
       hits: []
     statistics:
       config: core
-      total_examples: 1755
-      verified_examples: 1479
-      synthetic_examples: 1727
+      total_examples: 2348
+      verified_examples: 2072
+      synthetic_examples: 2290
       human_authored_examples: 28
-      source_derived_examples: 0
+      source_derived_examples: 30
       by_domain:
-        coding: 515
-        reasoning: 248
-        science: 316
-        mathematics: 400
+        coding: 555
+        reasoning: 381
+        science: 422
+        mathematics: 714
         human: 276
       by_task_type:
-        code_generation: 188
-        debugging: 79
+        code_generation: 217
+        debugging: 90
         algorithm_design: 5
         performance_analysis: 1
         refactoring: 1
@@ -646,35 +667,35 @@ reports:
         concept_explanation: 74
         debugging_exercise: 68
         applied_exercise: 80
-        planning: 101
-        classification: 50
+        planning: 139
+        classification: 74
         information_extraction: 28
         comparison: 32
         causal_reasoning: 8
-        temporal_reasoning: 28
-        constraint_satisfaction: 92
+        temporal_reasoning: 44
+        constraint_satisfaction: 123
         decision_analysis: 25
         argument_analysis: 13
-        quantitative_reasoning: 23
-        troubleshooting: 8
-        calculation: 240
+        quantitative_reasoning: 39
+        troubleshooting: 16
+        calculation: 346
         interpretation: 7
         modeling: 9
         experimental_design: 6
-        algebra: 87
+        algebra: 194
         arithmetic: 12
-        number_theory: 40
+        number_theory: 113
         calculus: 22
-        trigonometry: 17
-        geometry: 15
+        trigonometry: 22
+        geometry: 66
         discrete_mathematics: 42
         probability: 11
-        statistics: 10
-        linear_algebra: 34
+        statistics: 24
+        linear_algebra: 64
         optimization: 10
         numerical_methods: 16
         proof: 3
-        sequences: 15
+        sequences: 49
         teaching: 18
         research_synthesis: 2
         qualitative_reasoning: 2
@@ -685,13 +706,13 @@ reports:
         diagnostic_misconception: 19
         sql_generation: 2
       by_difficulty:
-        beginner: 1062
-        intermediate: 316
-        advanced: 60
-        expert: 17
-        introductory: 300
+        beginner: 1488
+        intermediate: 343
+        advanced: 69
+        expert: 19
+        introductory: 429
       by_education_level:
-        unspecified: 1412
+        unspecified: 2005
         undergraduate: 80
         high_school: 142
         introductory_college: 66
@@ -699,17 +720,23 @@ reports:
         middle_school: 5
         professional: 43
       by_quality_tier:
-        S: 1479
+        S: 2072
         A: 276
       by_source_type:
-        synthetic: 1727
+        synthetic: 2290
+        open_source: 10
+        community: 20
         human_authored: 28
       by_source:
-        open_reason.generation.coding: 300
+        open_reason.generation.coding: 318
+        psf/requests: 5
+        encode/httpx: 2
+        pallets/click: 3
+        stackoverflow: 20
         open_reason.generation.coding_languages: 14
-        open_reason.generation.reasoning: 248
-        open_reason.generation.science: 262
-        open_reason.generation.mathematics: 334
+        open_reason.generation.reasoning: 373
+        open_reason.generation.science: 368
+        open_reason.generation.mathematics: 648
         teach-hash-collision: 1
         teach-acid: 1
         teach-p-vs-np: 1
@@ -760,9 +787,10 @@ reports:
         oer_commons: 4
         wikibooks: 4
       by_license:
-        CC-BY-4.0: 1755
+        Apache-2.0: 2343
+        BSD-3-Clause: 5
       by_language:
-        python: 395
+        python: 435
         sql: 43
         javascript: 33
         typescript: 2
@@ -775,79 +803,79 @@ reports:
         haskell: 1
         shell: 1
         csharp: 1
-        n/a: 1240
+        n/a: 1793
         html: 5
     review_queue_size: 276
   verified:
     config: verified
-    generated: 1479
-    validated: 1479
-    kept: 1479
+    generated: 2072
+    validated: 2072
+    kept: 2072
     validation_failures: 0
     reddit_rejected: 0
     dedup:
-      input_count: 1479
-      kept: 1479
+      input_count: 2072
+      kept: 2072
       exact_duplicates: 0
       normalized_duplicates: 0
       near_duplicates: 0
       dropped: 0
     contamination:
-      checked: 1479
+      checked: 2072
       hit_count: 0
       rate: 0.0
       hits: []
     statistics:
       config: verified
-      total_examples: 1479
-      verified_examples: 1479
-      synthetic_examples: 1479
+      total_examples: 2072
+      verified_examples: 2072
+      synthetic_examples: 2042
       human_authored_examples: 0
-      source_derived_examples: 0
+      source_derived_examples: 30
       by_domain:
-        coding: 316
-        reasoning: 248
-        science: 295
-        mathematics: 380
+        coding: 356
+        reasoning: 381
+        science: 401
+        mathematics: 694
         human: 240
       by_task_type:
-        code_generation: 188
-        debugging: 79
+        code_generation: 217
+        debugging: 90
         algorithm_design: 5
         performance_analysis: 1
         refactoring: 1
         code_completion: 1
         test_generation: 1
         sql: 24
-        planning: 101
-        classification: 50
+        planning: 139
+        classification: 74
         information_extraction: 28
         comparison: 32
         causal_reasoning: 8
-        temporal_reasoning: 28
-        constraint_satisfaction: 92
+        temporal_reasoning: 44
+        constraint_satisfaction: 123
         decision_analysis: 25
         argument_analysis: 13
-        quantitative_reasoning: 23
-        troubleshooting: 8
-        calculation: 240
+        quantitative_reasoning: 39
+        troubleshooting: 16
+        calculation: 346
         interpretation: 7
         modeling: 9
         experimental_design: 6
-        algebra: 87
+        algebra: 194
         arithmetic: 12
-        number_theory: 40
+        number_theory: 113
         calculus: 22
-        trigonometry: 17
-        geometry: 15
+        trigonometry: 22
+        geometry: 66
         discrete_mathematics: 42
         probability: 11
-        statistics: 10
-        linear_algebra: 34
+        statistics: 24
+        linear_algebra: 64
         optimization: 10
         numerical_methods: 16
         proof: 3
-        sequences: 15
+        sequences: 49
         structured_reasoning: 80
         simple_exercise: 55
         applied_exercise: 20
@@ -855,27 +883,33 @@ reports:
         concept_explanation: 1
         debugging_exercise: 10
       by_difficulty:
-        beginner: 929
-        intermediate: 303
-        advanced: 60
-        expert: 17
-        introductory: 170
+        beginner: 1355
+        intermediate: 330
+        advanced: 69
+        expert: 19
+        introductory: 299
       by_education_level:
-        unspecified: 1384
+        unspecified: 1977
         k5: 5
         high_school: 73
         introductory_college: 4
         undergraduate: 11
         professional: 2
       by_quality_tier:
-        S: 1479
+        S: 2072
       by_source_type:
-        synthetic: 1479
+        synthetic: 2042
+        open_source: 10
+        community: 20
       by_source:
-        open_reason.generation.coding: 300
-        open_reason.generation.reasoning: 248
-        open_reason.generation.science: 262
-        open_reason.generation.mathematics: 334
+        open_reason.generation.coding: 318
+        psf/requests: 5
+        encode/httpx: 2
+        pallets/click: 3
+        stackoverflow: 20
+        open_reason.generation.reasoning: 373
+        open_reason.generation.science: 368
+        open_reason.generation.mathematics: 648
         open_reason.generation.human: 240
         open_reason.generation.education: 22
         open_reason.generation.coverage_tasks: 55
@@ -888,10 +922,11 @@ reports:
         noaa_education: 2
         usgs_education: 2
       by_license:
-        CC-BY-4.0: 1479
+        Apache-2.0: 2067
+        BSD-3-Clause: 5
       by_language:
-        python: 277
+        python: 317
         sql: 25
         javascript: 14
-        n/a: 1163
+        n/a: 1716
     review_queue_size: 0

data/release/mathematics.parquet

@@ -1,3 +1,3 @@
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-size 37988
+oid sha256:84139453bf12ce3b02592a459492ca5f054d9727dab2c316e529d1a87b2d5235
+size 53707

data/release/reasoning.parquet

@@ -1,3 +1,3 @@
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-oid sha256:ddfc392523e04ca0094b2bf18c6de05be8469ad66cdb510b6e41a91407b6e9d8
-size 40049
+oid sha256:6c1d8d0e6b9bc9c205c8c310ef93b1701aa87ba32c7d59d03e9a4b7dff0d8ace
+size 49373

data/release/science.parquet

@@ -1,3 +1,3 @@
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-oid sha256:2cce7ca0192030deba2aacc68cdd7f677ad5c723a75d8c5e28a807b328c3f67e
-size 35172
+oid sha256:5f89b3827ccc71ae6a89f7087e6cc689bfd620f77d508c709cda49761f244db9
+size 42976

data/release/statistics.md

@@ -1,46 +1,52 @@
 ## Statistics (`coding`)
 
-- Total examples: **314**
-- Verified: 300
-- Synthetic: 314
+- Total examples: **354**
+- Verified: 340
+- Synthetic: 332
 - Human-authored: 0
-- Source-derived: 0
+- Source-derived: 22
 
 | domain | count |
 | --- | ---: |
-| coding | 314 |
+| coding | 354 |
 
 | quality | count |
 | --- | ---: |
-| S | 300 |
+| S | 340 |
 | A | 14 |
 
 | difficulty | count |
 | --- | ---: |
-| beginner | 146 |
-| intermediate | 81 |
-| advanced | 60 |
-| expert | 17 |
+| beginner | 161 |
+| intermediate | 95 |
+| advanced | 69 |
+| expert | 19 |
 | introductory | 10 |
 
 | education_level | count |
 | --- | ---: |
-| unspecified | 300 |
+| unspecified | 340 |
 | undergraduate | 14 |
 
 | source_type | count |
 | --- | ---: |
-| synthetic | 314 |
+| synthetic | 332 |
+| community | 12 |
+| open_source | 10 |
 
 | source | count |
 | --- | ---: |
-| open_reason.generation.coding | 300 |
+| 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 | 188 |
-| debugging | 79 |
+| code_generation | 217 |
+| debugging | 90 |
 | sql | 24 |
 | concept_explanation | 6 |
 | algorithm_design | 5 |
@@ -53,11 +59,12 @@
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 314 |
+| Apache-2.0 | 349 |
+| BSD-3-Clause | 5 |
 
 | language | count |
 | --- | ---: |
-| python | 262 |
+| python | 302 |
 | sql | 26 |
 | javascript | 15 |
 | typescript | 2 |
@@ -74,169 +81,171 @@
 
 ## Statistics (`reasoning`)
 
-- Total examples: **248**
-- Verified: 248
-- Synthetic: 248
+- Total examples: **381**
+- Verified: 381
+- Synthetic: 373
 - Human-authored: 0
-- Source-derived: 0
+- Source-derived: 8
 
 | domain | count |
 | --- | ---: |
-| reasoning | 248 |
+| reasoning | 381 |
 
 | quality | count |
 | --- | ---: |
-| S | 248 |
+| S | 381 |
 
 | difficulty | count |
 | --- | ---: |
-| beginner | 137 |
+| beginner | 241 |
 | intermediate | 102 |
-| introductory | 9 |
+| introductory | 38 |
 
 | education_level | count |
 | --- | ---: |
-| unspecified | 248 |
+| unspecified | 381 |
 
 | source_type | count |
 | --- | ---: |
-| synthetic | 248 |
+| synthetic | 373 |
+| community | 8 |
 
 | source | count |
 | --- | ---: |
-| open_reason.generation.reasoning | 248 |
+| open_reason.generation.reasoning | 373 |
+| stackoverflow | 8 |
 
 | task_type | count |
 | --- | ---: |
-| classification | 50 |
+| classification | 74 |
+| planning | 59 |
+| temporal_reasoning | 44 |
+| constraint_satisfaction | 43 |
+| quantitative_reasoning | 39 |
 | comparison | 32 |
 | information_extraction | 28 |
-| temporal_reasoning | 28 |
 | decision_analysis | 25 |
-| quantitative_reasoning | 23 |
-| planning | 21 |
+| troubleshooting | 16 |
 | argument_analysis | 13 |
-| constraint_satisfaction | 12 |
 | causal_reasoning | 8 |
-| troubleshooting | 8 |
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 248 |
+| Apache-2.0 | 381 |
 
 | language | count |
 | --- | ---: |
-| n/a | 248 |
+| n/a | 381 |
 
 
 ## Statistics (`science`)
 
-- Total examples: **262**
-- Verified: 262
-- Synthetic: 262
+- Total examples: **368**
+- Verified: 368
+- Synthetic: 368
 - Human-authored: 0
 - Source-derived: 0
 
 | domain | count |
 | --- | ---: |
-| science | 262 |
+| science | 368 |
 
 | quality | count |
 | --- | ---: |
-| S | 262 |
+| S | 368 |
 
 | difficulty | count |
 | --- | ---: |
-| beginner | 213 |
-| introductory | 39 |
-| intermediate | 10 |
+| beginner | 293 |
+| introductory | 52 |
+| intermediate | 23 |
 
 | education_level | count |
 | --- | ---: |
-| unspecified | 262 |
+| unspecified | 368 |
 
 | source_type | count |
 | --- | ---: |
-| synthetic | 262 |
+| synthetic | 368 |
 
 | source | count |
 | --- | ---: |
-| open_reason.generation.science | 262 |
+| open_reason.generation.science | 368 |
 
 | task_type | count |
 | --- | ---: |
-| calculation | 240 |
+| calculation | 346 |
 | modeling | 9 |
 | interpretation | 7 |
 | experimental_design | 6 |
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 262 |
+| Apache-2.0 | 368 |
 
 | language | count |
 | --- | ---: |
-| n/a | 262 |
+| n/a | 368 |
 
 
 ## Statistics (`mathematics`)
 
-- Total examples: **334**
-- Verified: 334
-- Synthetic: 334
+- Total examples: **648**
+- Verified: 648
+- Synthetic: 648
 - Human-authored: 0
 - Source-derived: 0
 
 | domain | count |
 | --- | ---: |
-| mathematics | 334 |
+| mathematics | 648 |
 
 | quality | count |
 | --- | ---: |
-| S | 334 |
+| S | 648 |
 
 | difficulty | count |
 | --- | ---: |
-| beginner | 220 |
-| introductory | 83 |
+| beginner | 447 |
+| introductory | 170 |
 | intermediate | 31 |
 
 | education_level | count |
 | --- | ---: |
-| unspecified | 334 |
+| unspecified | 648 |
 
 | source_type | count |
 | --- | ---: |
-| synthetic | 334 |
+| synthetic | 648 |
 
 | source | count |
 | --- | ---: |
-| open_reason.generation.mathematics | 334 |
+| open_reason.generation.mathematics | 648 |
 
 | task_type | count |
 | --- | ---: |
-| algebra | 87 |
+| algebra | 194 |
+| number_theory | 113 |
+| geometry | 66 |
+| linear_algebra | 64 |
+| sequences | 49 |
 | discrete_mathematics | 42 |
-| number_theory | 40 |
-| linear_algebra | 34 |
+| statistics | 24 |
 | calculus | 22 |
-| trigonometry | 17 |
+| trigonometry | 22 |
 | numerical_methods | 16 |
-| geometry | 15 |
-| sequences | 15 |
 | arithmetic | 12 |
 | probability | 11 |
 | optimization | 10 |
-| statistics | 10 |
 | proof | 3 |
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 334 |
+| Apache-2.0 | 648 |
 
 | language | count |
 | --- | ---: |
-| n/a | 334 |
+| n/a | 648 |
 
 
 ## Statistics (`human`)
@@ -315,7 +324,7 @@
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 268 |
+| Apache-2.0 | 268 |
 
 | language | count |
 | --- | ---: |
@@ -324,11 +333,11 @@
 
 ## Statistics (`education`)
 
-- Total examples: **329**
-- Verified: 95
+- Total examples: **337**
+- Verified: 103
 - Synthetic: 329
 - Human-authored: 0
-- Source-derived: 0
+- Source-derived: 8
 
 | domain | count |
 | --- | ---: |
@@ -336,15 +345,16 @@
 | mathematics | 66 |
 | science | 54 |
 | human | 8 |
+| reasoning | 8 |
 
 | quality | count |
 | --- | ---: |
 | A | 234 |
-| S | 95 |
+| S | 103 |
 
 | difficulty | count |
 | --- | ---: |
-| beginner | 168 |
+| beginner | 176 |
 | introductory | 154 |
 | intermediate | 7 |
 
@@ -354,18 +364,21 @@
 | 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 |
@@ -392,17 +405,18 @@
 | debugging_exercise | 64 |
 | diagnostic_misconception | 19 |
 | numerical | 9 |
+| troubleshooting | 8 |
 | sql_generation | 2 |
 | teaching | 2 |
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 329 |
+| Apache-2.0 | 337 |
 
 | language | count |
 | --- | ---: |
+| n/a | 136 |
 | python | 133 |
-| n/a | 128 |
 | javascript | 18 |
 | sql | 17 |
 | c | 10 |
@@ -413,36 +427,36 @@
 
 ## Statistics (`core`)
 
-- Total examples: **1755**
-- Verified: 1479
-- Synthetic: 1727
+- Total examples: **2348**
+- Verified: 2072
+- Synthetic: 2290
 - Human-authored: 28
-- Source-derived: 0
+- Source-derived: 30
 
 | domain | count |
 | --- | ---: |
-| coding | 515 |
-| mathematics | 400 |
-| science | 316 |
+| mathematics | 714 |
+| coding | 555 |
+| science | 422 |
+| reasoning | 381 |
 | human | 276 |
-| reasoning | 248 |
 
 | quality | count |
 | --- | ---: |
-| S | 1479 |
+| S | 2072 |
 | A | 276 |
 
 | difficulty | count |
 | --- | ---: |
-| beginner | 1062 |
-| intermediate | 316 |
-| introductory | 300 |
-| advanced | 60 |
-| expert | 17 |
+| beginner | 1488 |
+| introductory | 429 |
+| intermediate | 343 |
+| advanced | 69 |
+| expert | 19 |
 
 | education_level | count |
 | --- | ---: |
-| unspecified | 1412 |
+| unspecified | 2005 |
 | high_school | 142 |
 | undergraduate | 80 |
 | introductory_college | 66 |
@@ -452,18 +466,21 @@
 
 | source_type | count |
 | --- | ---: |
-| synthetic | 1727 |
+| synthetic | 2290 |
 | human_authored | 28 |
+| community | 20 |
+| open_source | 10 |
 
 | source | count |
 | --- | ---: |
-| open_reason.generation.mathematics | 334 |
-| open_reason.generation.coding | 300 |
-| open_reason.generation.science | 262 |
-| open_reason.generation.reasoning | 248 |
+| 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 |
@@ -474,6 +491,7 @@
 | mit_opencourseware | 5 |
 | openstax | 5 |
 | postgresql_docs | 5 |
+| psf/requests | 5 |
 | rust_docs | 5 |
 | sqlite_docs | 5 |
 | the_odin_project | 5 |
@@ -483,6 +501,8 @@
 | oer_commons | 4 |
 | usgs_education | 4 |
 | wikibooks | 4 |
+| pallets/click | 3 |
+| encode/httpx | 2 |
 | explain-backpressure | 1 |
 | explain-cap | 1 |
 | explain-floating-sum | 1 |
@@ -514,44 +534,44 @@
 
 | task_type | count |
 | --- | ---: |
-| calculation | 240 |
-| code_generation | 188 |
-| planning | 101 |
-| constraint_satisfaction | 92 |
+| calculation | 346 |
+| code_generation | 217 |
+| algebra | 194 |
+| planning | 139 |
+| constraint_satisfaction | 123 |
+| number_theory | 113 |
+| debugging | 90 |
 | simple_exercise | 89 |
-| algebra | 87 |
 | applied_exercise | 80 |
 | structured_reasoning | 80 |
-| debugging | 79 |
+| classification | 74 |
 | concept_explanation | 74 |
 | debugging_exercise | 68 |
-| classification | 50 |
+| geometry | 66 |
+| linear_algebra | 64 |
+| sequences | 49 |
+| temporal_reasoning | 44 |
 | discrete_mathematics | 42 |
-| number_theory | 40 |
-| linear_algebra | 34 |
+| quantitative_reasoning | 39 |
 | comparison | 32 |
 | information_extraction | 28 |
-| temporal_reasoning | 28 |
 | decision_analysis | 25 |
 | sql | 24 |
-| quantitative_reasoning | 23 |
+| statistics | 24 |
 | calculus | 22 |
+| trigonometry | 22 |
 | diagnostic_misconception | 19 |
 | teaching | 18 |
-| trigonometry | 17 |
 | numerical_methods | 16 |
-| geometry | 15 |
-| sequences | 15 |
+| troubleshooting | 16 |
 | argument_analysis | 13 |
 | arithmetic | 12 |
 | probability | 11 |
 | optimization | 10 |
-| statistics | 10 |
 | modeling | 9 |
 | numerical | 9 |
 | causal_reasoning | 8 |
 | explanation | 8 |
-| troubleshooting | 8 |
 | interpretation | 7 |
 | experimental_design | 6 |
 | algorithm_design | 5 |
@@ -566,12 +586,13 @@
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 1755 |
+| Apache-2.0 | 2343 |
+| BSD-3-Clause | 5 |
 
 | language | count |
 | --- | ---: |
-| n/a | 1240 |
-| python | 395 |
+| n/a | 1793 |
+| python | 435 |
 | sql | 43 |
 | javascript | 33 |
 | c | 11 |
@@ -589,35 +610,35 @@
 
 ## Statistics (`verified`)
 
-- Total examples: **1479**
-- Verified: 1479
-- Synthetic: 1479
+- Total examples: **2072**
+- Verified: 2072
+- Synthetic: 2042
 - Human-authored: 0
-- Source-derived: 0
+- Source-derived: 30
 
 | domain | count |
 | --- | ---: |
-| mathematics | 380 |
-| coding | 316 |
-| science | 295 |
-| reasoning | 248 |
+| mathematics | 694 |
+| science | 401 |
+| reasoning | 381 |
+| coding | 356 |
 | human | 240 |
 
 | quality | count |
 | --- | ---: |
-| S | 1479 |
+| S | 2072 |
 
 | difficulty | count |
 | --- | ---: |
-| beginner | 929 |
-| intermediate | 303 |
-| introductory | 170 |
-| advanced | 60 |
-| expert | 17 |
+| beginner | 1355 |
+| intermediate | 330 |
+| introductory | 299 |
+| advanced | 69 |
+| expert | 19 |
 
 | education_level | count |
 | --- | ---: |
-| unspecified | 1384 |
+| unspecified | 1977 |
 | high_school | 73 |
 | undergraduate | 11 |
 | k5 | 5 |
@@ -626,20 +647,26 @@
 
 | source_type | count |
 | --- | ---: |
-| synthetic | 1479 |
+| synthetic | 2042 |
+| community | 20 |
+| open_source | 10 |
 
 | source | count |
 | --- | ---: |
-| open_reason.generation.mathematics | 334 |
-| open_reason.generation.coding | 300 |
-| open_reason.generation.science | 262 |
-| open_reason.generation.reasoning | 248 |
+| 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 |
@@ -648,40 +675,40 @@
 
 | task_type | count |
 | --- | ---: |
-| calculation | 240 |
-| code_generation | 188 |
-| planning | 101 |
-| constraint_satisfaction | 92 |
-| algebra | 87 |
+| calculation | 346 |
+| code_generation | 217 |
+| algebra | 194 |
+| planning | 139 |
+| constraint_satisfaction | 123 |
+| number_theory | 113 |
+| debugging | 90 |
 | structured_reasoning | 80 |
-| debugging | 79 |
+| classification | 74 |
+| geometry | 66 |
+| linear_algebra | 64 |
 | simple_exercise | 55 |
-| classification | 50 |
+| sequences | 49 |
+| temporal_reasoning | 44 |
 | discrete_mathematics | 42 |
-| number_theory | 40 |
-| linear_algebra | 34 |
+| quantitative_reasoning | 39 |
 | comparison | 32 |
 | information_extraction | 28 |
-| temporal_reasoning | 28 |
 | decision_analysis | 25 |
 | sql | 24 |
-| quantitative_reasoning | 23 |
+| statistics | 24 |
 | calculus | 22 |
+| trigonometry | 22 |
 | applied_exercise | 20 |
-| trigonometry | 17 |
 | numerical_methods | 16 |
-| geometry | 15 |
-| sequences | 15 |
+| troubleshooting | 16 |
 | argument_analysis | 13 |
 | arithmetic | 12 |
 | probability | 11 |
 | debugging_exercise | 10 |
 | optimization | 10 |
-| statistics | 10 |
 | modeling | 9 |
 | numerical | 9 |
 | causal_reasoning | 8 |
-| troubleshooting | 8 |
 | interpretation | 7 |
 | experimental_design | 6 |
 | algorithm_design | 5 |
@@ -694,48 +721,49 @@
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 1479 |
+| Apache-2.0 | 2067 |
+| BSD-3-Clause | 5 |
 
 | language | count |
 | --- | ---: |
-| n/a | 1163 |
-| python | 277 |
+| n/a | 1716 |
+| python | 317 |
 | sql | 25 |
 | javascript | 14 |
 
 
 ## Statistics (`all`)
 
-- Total examples: **1755**
-- Verified: 1479
-- Synthetic: 1727
+- Total examples: **2348**
+- Verified: 2072
+- Synthetic: 2290
 - Human-authored: 28
-- Source-derived: 0
+- Source-derived: 30
 
 | domain | count |
 | --- | ---: |
-| coding | 515 |
-| mathematics | 400 |
-| science | 316 |
+| mathematics | 714 |
+| coding | 555 |
+| science | 422 |
+| reasoning | 381 |
 | human | 276 |
-| reasoning | 248 |
 
 | quality | count |
 | --- | ---: |
-| S | 1479 |
+| S | 2072 |
 | A | 276 |
 
 | difficulty | count |
 | --- | ---: |
-| beginner | 1062 |
-| intermediate | 316 |
-| introductory | 300 |
-| advanced | 60 |
-| expert | 17 |
+| beginner | 1488 |
+| introductory | 429 |
+| intermediate | 343 |
+| advanced | 69 |
+| expert | 19 |
 
 | education_level | count |
 | --- | ---: |
-| unspecified | 1412 |
+| unspecified | 2005 |
 | high_school | 142 |
 | undergraduate | 80 |
 | introductory_college | 66 |
@@ -745,18 +773,21 @@
 
 | source_type | count |
 | --- | ---: |
-| synthetic | 1727 |
+| synthetic | 2290 |
 | human_authored | 28 |
+| community | 20 |
+| open_source | 10 |
 
 | source | count |
 | --- | ---: |
-| open_reason.generation.mathematics | 334 |
-| open_reason.generation.coding | 300 |
-| open_reason.generation.science | 262 |
-| open_reason.generation.reasoning | 248 |
+| 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 |
@@ -767,6 +798,7 @@
 | mit_opencourseware | 5 |
 | openstax | 5 |
 | postgresql_docs | 5 |
+| psf/requests | 5 |
 | rust_docs | 5 |
 | sqlite_docs | 5 |
 | the_odin_project | 5 |
@@ -776,6 +808,8 @@
 | oer_commons | 4 |
 | usgs_education | 4 |
 | wikibooks | 4 |
+| pallets/click | 3 |
+| encode/httpx | 2 |
 | explain-backpressure | 1 |
 | explain-cap | 1 |
 | explain-floating-sum | 1 |
@@ -807,44 +841,44 @@
 
 | task_type | count |
 | --- | ---: |
-| calculation | 240 |
-| code_generation | 188 |
-| planning | 101 |
-| constraint_satisfaction | 92 |
+| calculation | 346 |
+| code_generation | 217 |
+| algebra | 194 |
+| planning | 139 |
+| constraint_satisfaction | 123 |
+| number_theory | 113 |
+| debugging | 90 |
 | simple_exercise | 89 |
-| algebra | 87 |
 | applied_exercise | 80 |
 | structured_reasoning | 80 |
-| debugging | 79 |
+| classification | 74 |
 | concept_explanation | 74 |
 | debugging_exercise | 68 |
-| classification | 50 |
+| geometry | 66 |
+| linear_algebra | 64 |
+| sequences | 49 |
+| temporal_reasoning | 44 |
 | discrete_mathematics | 42 |
-| number_theory | 40 |
-| linear_algebra | 34 |
+| quantitative_reasoning | 39 |
 | comparison | 32 |
 | information_extraction | 28 |
-| temporal_reasoning | 28 |
 | decision_analysis | 25 |
 | sql | 24 |
-| quantitative_reasoning | 23 |
+| statistics | 24 |
 | calculus | 22 |
+| trigonometry | 22 |
 | diagnostic_misconception | 19 |
 | teaching | 18 |
-| trigonometry | 17 |
 | numerical_methods | 16 |
-| geometry | 15 |
-| sequences | 15 |
+| troubleshooting | 16 |
 | argument_analysis | 13 |
 | arithmetic | 12 |
 | probability | 11 |
 | optimization | 10 |
-| statistics | 10 |
 | modeling | 9 |
 | numerical | 9 |
 | causal_reasoning | 8 |
 | explanation | 8 |
-| troubleshooting | 8 |
 | interpretation | 7 |
 | experimental_design | 6 |
 | algorithm_design | 5 |
@@ -859,12 +893,13 @@
 
 | license | count |
 | --- | ---: |
-| CC-BY-4.0 | 1755 |
+| Apache-2.0 | 2343 |
+| BSD-3-Clause | 5 |
 
 | language | count |
 | --- | ---: |
-| n/a | 1240 |
-| python | 395 |
+| n/a | 1793 |
+| python | 435 |
 | sql | 43 |
 | javascript | 33 |
 | c | 11 |

data/release/verified.parquet

@@ -1,3 +1,3 @@
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