With GitStats you can pull git data in a uniform way from GitHub and GitLab. For the time-being you can get data on:
You can also prepare basic statistics with get_*_stats() functions for commits and issues.
From CRAN:
install.packages("GitStats")From GitHub:
devtools::install_github("r-world-devs/GitStats")Setup your GitStats:
library(GitStats)
git_stats <- create_gitstats() |>
set_gitlab_host(
repos = "mbtests/gitstatstesting"
) |>
set_github_host(
orgs = "r-world-devs",
repos = "openpharma/DataFakeR"
) Get commits:
commits <- git_stats |>
get_commits(
since = "2022-01-01"
)
commits
#> # A tibble: 2,976 Ã 11
#> id committed_date author author_login author_name additions deletions
#> <chr> <dttm> <chr> <chr> <chr> <int> <int>
#> 1 7f48⦠2024-09-10 11:12:59 Macie⦠maciekbanas Maciej Ban⦠0 0
#> 2 9c66⦠2024-09-10 10:35:37 Macie⦠maciekbanas Maciej Ban⦠0 0
#> 3 fca2⦠2024-09-10 10:31:24 Macie⦠maciekbanas Maciej Ban⦠0 0
#> 4 e8f2⦠2023-03-30 14:15:33 Macie⦠maciekbanas Maciej Ban⦠1 0
#> 5 7e87⦠2023-02-10 09:48:55 Macie⦠maciekbanas Maciej Ban⦠1 1
#> 6 62c4⦠2023-02-10 09:17:24 Macie⦠maciekbanas Maciej Ban⦠2 87
#> 7 55cf⦠2023-02-10 09:07:54 Macie⦠maciekbanas Maciej Ban⦠92 0
#> 8 C_kw⦠2023-05-08 09:43:31 Kryst⦠krystian8207 Krystian I⦠18 0
#> 9 C_kw⦠2023-04-28 12:30:40 Kamil⦠<NA> Kamil Kozi⦠18 0
#> 10 C_kw⦠2023-03-01 15:05:10 Kryst⦠krystian8207 Krystian I⦠296 153
#> # â¹ 2,966 more rows
#> # â¹ 4 more variables: repository <chr>, organization <chr>, repo_url <chr>,
#> # api_url <glue>
commits |>
get_commits_stats(
time_aggregation = "month",
group_var = author
)
#> # A tibble: 307 Ã 4
#> stats_date githost author stats
#> <dttm> <chr> <chr> <int>
#> 1 2022-01-01 00:00:00 github Admin_mschuemi 1
#> 2 2022-01-01 00:00:00 github Gowtham Rao 5
#> 3 2022-01-01 00:00:00 github Krystian Igras 1
#> 4 2022-01-01 00:00:00 github Martijn Schuemie 1
#> 5 2022-02-01 00:00:00 github Hadley Wickham 3
#> 6 2022-02-01 00:00:00 github Martijn Schuemie 2
#> 7 2022-02-01 00:00:00 github Maximilian Girlich 13
#> 8 2022-02-01 00:00:00 github Reijo Sund 1
#> 9 2022-02-01 00:00:00 github eitsupi 1
#> 10 2022-03-01 00:00:00 github Maximilian Girlich 14
#> # â¹ 297 more rowsGet repositories with specific code:
git_stats |>
get_repos(
with_code = "shiny",
add_contributors = FALSE
)
#> # A tibble: 8 Ã 16
#> repo_id repo_name organization fullname platform repo_url api_url
#> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 R_kgDOHYNOFQ cohortBuilder r-world-devs r-world⦠github https:/⦠https:â¦
#> 2 R_kgDOHYNrJw shinyCohortBuild⦠r-world-devs r-world⦠github https:/⦠https:â¦
#> 3 R_kgDOIvtxsg GitStats r-world-devs r-world⦠github https:/⦠https:â¦
#> 4 R_kgDOJAtHJA shinyTimelines r-world-devs r-world⦠github https:/⦠https:â¦
#> 5 R_kgDOJWYrCA hypothesis r-world-devs r-world⦠github https:/⦠https:â¦
#> 6 R_kgDOM0o1nA queryBuilder r-world-devs r-world⦠github https:/⦠https:â¦
#> 7 R_kgDOM0vVsA shinyQueryBuilder r-world-devs r-world⦠github https:/⦠https:â¦
#> 8 R_kgDONLzQTw GitAI r-world-devs r-world⦠github https:/⦠https:â¦
#> # â¹ 9 more variables: created_at <dttm>, last_activity_at <dttm>,
#> # last_activity <drtn>, default_branch <chr>, stars <int>, forks <int>,
#> # languages <chr>, issues_open <int>, issues_closed <int>Get files:
git_stats |>
get_files(
pattern = "\\.md",
depth = 2L
)
#> # A tibble: 58 Ã 8
#> repo_name repo_id organization file_path file_content file_size repo_url
#> <chr> <chr> <chr> <chr> <chr> <int> <chr>
#> 1 GitStats Test⦠gid://⦠mbtests README.md "# GitStats⦠122 https:/â¦
#> 2 shinyGizmo R_kgDO⦠r-world-devs NEWS.md "# shinyGiz⦠2186 https:/â¦
#> 3 shinyGizmo R_kgDO⦠r-world-devs README.md "\n# shinyG⦠2337 https:/â¦
#> 4 shinyGizmo R_kgDO⦠r-world-devs cran-com⦠"## Test en⦠1700 https:/â¦
#> 5 cohortBuilder R_kgDO⦠r-world-devs NEWS.md "# cohortBu⦠1072 https:/â¦
#> 6 cohortBuilder R_kgDO⦠r-world-devs README.md "\n# cohort⦠15830 https:/â¦
#> 7 shinyCohortBu⦠R_kgDO⦠r-world-devs NEWS.md "# shinyCoh⦠2018 https:/â¦
#> 8 shinyCohortBu⦠R_kgDO⦠r-world-devs README.md "\n# shinyC⦠3355 https:/â¦
#> 9 cohortBuilder⦠R_kgDO⦠r-world-devs README.md "\n# cohort⦠3472 https:/â¦
#> 10 GitStats R_kgDO⦠r-world-devs LICENSE.⦠"# MIT Lice⦠1075 https:/â¦
#> # â¹ 48 more rows
#> # â¹ 1 more variable: api_url <chr>Print GitStats to see what it stores:
git_stats
#> A GitStats object for 2 hosts:
#> Hosts: https://gitlab.com/api/v4, https://api.github.com
#> Scanning scope:
#> Organizations: [1] r-world-devs
#> Repositories: [2] mbtests/gitstatstesting, openpharma/DataFakeR
#> Storage:
#> Repositories: 8
#> Commits: 2976 [date range: 2022-01-01 - 2025-06-27]
#> Files: 58 [file pattern: \.md]GitStats is used to facilitate workflow of the GitAI R package, a tool for gathering AI-based knowledge about git repositories: https://r-world-devs.github.io/GitAI/
Special thanks to James Black, Karolina Marcinkowska, Kamil Koziej, Matt Secrest, Krystian Igras, Kamil Wais, Adam Forys - for the support in the package development.
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