open-reason / data /release /statistics.md
theworker02's picture
Open Reason v1.3.8 parquet and jsonl shards
18e0406 verified
|
Raw
History Blame Contribute Delete
18.9 kB

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