Hugging Face's logo

Datasets:
akaruineko
/
git-commits

Modalities:
Tabular
Text
Formats:
json
Languages:
English
Size:
10K - 100K
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
git-commits / README.md
akaruineko's picture
akaruineko
Update README.md
14a3797 verified
preview code
|
Raw
History Blame Contribute Delete
2.91 kB
metadata 
license: mit
language:
  - en

Dataset: dataset.jsonl

Auto-labeled commit dataset scraped from GitHub repositories. Each line is a JSON object representing one commit with extracted features and an inferred label.

Features

Field Type Description Stats
text string Commit message first line, conventional prefix stripped —
files_count int Number of files changed mean 4.3, median 1, max 300
additions int Lines added mean 88, median 6, max 187K
deletions int Lines deleted mean 172, median 3, max 2.3M
changed_tests int Files matching test/spec patterns mean 0.4, median 0, max 286
changed_docs int Files matching doc/documentation patterns mean 0.6, median 0, max 300
changed_source int Files with known source extensions mean 2.3, median 1, max 300
has_tests bool Any file in test/spec directory —
has_docs bool Any file in docs directory —
extensions [string] Unique file extensions in the diff 592 unique

Top extensions: md, go, cc, js, h, json, ts, yml, rc, mm

| directories | [string] | Unique top-level directories in the diff | 61 unique |

Top directories: docs, pkg, shell, atom, spec, lib, test, script

| label | string | Inferred commit category | see distribution above |

Labeling heuristics

Labels are inferred from the commit message and file changes using a cascade of signals:

Conventional commit prefix (highest confidence) 

fix(scope):     → bugfix
feat(scope):    → feature
chore(scope):   → chore
refactor(scope):→ refactor
docs(scope):    → docs
test(scope):    → test
perf(scope):    → perf
ci(scope):      → ci
build(scope):   → build
style(scope):   → style
revert(scope):  → revert

Gitmoji prefix 

:bug:           → bugfix
:sparkles:      → feature
:books:         → docs
:hammer:        → refactor
...             → (28 emoji mapped)

Keyword start (first word) 

fix/correct     → bugfix   (unless "lint"→chore, "typo"→docs, docs-only→docs)
doc/readme      → docs
add/new/support → feature
remove/cleanup  → refactor
update/bump     → chore
test/spec       → test
revert/rollback → revert

Free-text keyword (within the whole first line) 

crash/corrupt/leak/deadlock       → bugfix
prevent/avoid/guard               → bugfix
cleanup/tidy/polish               → refactor
renam/move                        → refactor
refactor/restruct/redesign/rewrite→ refactor

File-only fallback

  • All files in docs directories → docs
  • All files in test/spec directories → test

Source repos

Data was scraped from the commits endpoint of these public repositories:

  • electron/electron
  • yargs/yargs
  • istanbuljs/istanbuljs
  • fastify/fastify
  • jenkins-x/jx