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JuliaHealth Org analytics blog post pertaining to the ecosystem's growth and progress #40

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142 changes: 142 additions & 0 deletions JuliaHealthBlog/posts/analytics_2025-04-30_185729.log
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┌ Info: Starting metrics collection for JuliaHealth
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:286
┌ Info: Found 53 repositories to process
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:293
┌ Info: Processing repository 1/53: ARules.jl
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┌ Info: Processing repository 3/53: BlindingIndex.jl
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┌ Info: Processing repository 4/53: BloodFlowTrixi.jl
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┌ Info: Processing repository 5/53: CAOS.jl
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┌ Info: Processing repository 6/53: CloToP.jl
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┌ Info: Processing repository 9/53: DiagnosisClassification.jl
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┌ Info: Processing repository 10/53: DICOM.jl
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┌ Info: Processing repository 11/53: DICOMClient.jl
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┌ Info: Processing repository 12/53: DICOMTree.jl
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┌ Info: Processing repository 13/53: EHRAuthentication.jl
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┌ Info: Processing repository 14/53: EpiJ
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┌ Info: Processing repository 15/53: FHIRClient.jl
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┌ Info: Processing repository 16/53: FHIRClientJSON.jl
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┌ Info: Processing repository 17/53: FHIRClientXML.jl
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┌ Info: Processing repository 18/53: HealthBase.jl
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┌ Info: Processing repository 19/53: HealthMLBase.jl
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┌ Info: Processing repository 20/53: HealthSampleData.jl
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┌ Info: Processing repository 21/53: ICD_GEMs.jl
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┌ Info: Processing repository 22/53: IPUMS.jl
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┌ Info: Processing repository 23/53: ITKIOWrapp.jl
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┌ Info: Processing repository 24/53: ITKIOWrapper.jl
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┌ Info: Processing repository 25/53: juliahealth.github.io
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┌ Info: Processing repository 26/53: juliahealth.github.io-previews
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┌ Info: Processing repository 27/53: JuliaHealthBlog
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┌ Info: Processing repository 28/53: JuliaHealthLLM
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┌ Info: Processing repository 29/53: KomaMRI.jl
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┌ Info: Processing repository 30/53: MedEval3D.jl
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┌ Info: Processing repository 32/53: MedImages.jl
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┌ Info: Processing repository 37/53: NeuroAnalyzer.jl
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┌ Info: Processing repository 38/53: ObservationalHealthSubecosystemPaper
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┌ Info: Processing repository 39/53: OHDSIAPI.jl
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┌ Info: Processing repository 40/53: OMOPCDMCohortCreator.jl
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┌ Info: Processing repository 41/53: OMOPCDMDatabaseConnector.jl
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┌ Info: Processing repository 42/53: OMOPCDMMetrics
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┌ Info: Processing repository 43/53: OMOPCDMPathways.jl
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┌ Info: Processing repository 44/53: OMOPCDMPredictor
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┌ Info: Processing repository 45/53: OMOPCommonDataModel.jl
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┌ Info: Processing repository 46/53: OMOPVocabMapper.jl
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┌ Info: Processing repository 47/53: PharmaceuticalClassification.jl
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┌ Info: Processing repository 48/53: PubChemCrawler.jl
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┌ Info: Processing repository 52/53: Thunderbolt.jl
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┌ Info: Processing repository 53/53: WrapperITKIO.jl
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:296
┌ Info: Finished collecting metrics for 53 repositories.
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:321
┌ Info: Generating visualizations...
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:600
┌ Info: Plot saved: juliahealth_analytics_2025-04-30/top_repos_by_stars.png
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349
┌ Info: Plot saved: juliahealth_analytics_2025-04-30/top_repos_by_monthly_commits.png
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349
┌ Info: Plot saved: juliahealth_analytics_2025-04-30/issue_status_top_repos.png
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349
┌ Info: Plot saved: juliahealth_analytics_2025-04-30/overall_commit_activity.png
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349
┌ Info: Plot saved: juliahealth_analytics_2025-04-30/top_contributors.png
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349
┌ Info: Plot saved: juliahealth_analytics_2025-04-30/overall_issue_distribution_pie.png
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┌ Info: Plot saved: juliahealth_analytics_2025-04-30/pull_request_summary.png
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:349
┌ Info: Visualizations generated in juliahealth_analytics_2025-04-30
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:612
┌ Info: Exporting metrics to CSV
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:619
┌ Info: Repository metrics saved to juliahealth_analytics_2025-04-30/repository_metrics_2025-04-30_190055.csv
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:655
┌ Info: Contributor summary saved to juliahealth_analytics_2025-04-30/contributor_summary_2025-04-30_190055.csv
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:670
┌ Info: Generating Markdown summary
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:682
┌ Info: Markdown summary saved to juliahealth_analytics_2025-04-30/summary_2025-04-30_190058.md
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:771
┌ Info: Analysis completed successfully for 53 repositories.
└ @ Main /Users/apple/Desktop/julia_stuff/org-analytics/analysis.jl:790
78 changes: 78 additions & 0 deletions JuliaHealthBlog/posts/contributor_summary_2025-04-30_190055.csv
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contributor,total_commits
AdamWysokinski,2228
cncastillo,1027
jakubMitura14,795
pvillacorta,673
DilumAluthge,643
beorostica,549
mirestrepo,468
mcmcgrath13,268
TheCedarPrince,197
paulstey,188
yolhan83,182
termi-official,127
notZaki,113
Nosferican,96
rkierulf,95
divital-coder,73
jagiellonczyk14,68
Stockless,53
ParamThakkar123,47
Jay-sanjay,41
jasonk33,34
InterdisciplinaryPhysicsTeam,33
Mounika-Thakkallapally,28
github-actions[bot],27
gsahonero,27
dependabot[bot],25
curtcorum,24
devmotion,21
fdekerme,20
timholy,20
AshlinHarris,17
ibacher,15
vsaase,13
pitmonticone,10
bors[bot],9
ihnorton,9
JanZubik,9
JuliaTagBot,8
AbdAlazezAhmed,8
Vaibhavdixit02,7
tinorodriguez,7
bcbi-bot,6
simonster,6
ultradian,5
00krishna,5
Hetarth02,5
mateuszbaran,4
JeffBezanson,3
AaronGhost,3
StefanKarpinski,3
rupalimits,3
tkelman,2
adambrewster,2
jw3126,2
SimonDanisch,2
BenRussert,2
aTrotier,2
MarijaGijic,2
Farreeda,2
kylebeggs,2
nicoleepp,1
carlobaldassi,1
Dale-Black,1
davidssmith,1
Keno,1
ChrisRackauckas,1
logankilpatrick,1
MichelaRocchetti,1
pabloirarrazaval,1
calberolalopez,1
gabuzi,1
fredrikekre,1
fossabot,1
dublinsubway,1
asinghvi17,1
fchichorro,1
Abdelrahman912,1
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54 changes: 54 additions & 0 deletions JuliaHealthBlog/posts/repository_metrics_2025-04-30_190055.csv
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name,stars,forks,monthly_commits,open_issues,closed_issues,resolution_rate,last_updated,created_at,age_days,primary_language,open_pr,closed_pr,merged_pr,avg_merge_time_days
KomaMRI.jl,136,22,7,94,452,0.828,2025-04-22 11:29,2020-04-01,1855,Julia,20,88,213,8.37
DICOM.jl,57,22,0,20,77,0.794,2025-03-29 21:14,2013-03-01,4443,Julia,3,3,55,28.24
BloodFlowTrixi.jl,38,0,3,1,22,0.957,2025-04-16 20:46,2025-01-09,111,Julia,0,2,9,0.05
PubChemCrawler.jl,24,4,0,2,21,0.913,2024-12-18 15:43,2020-11-10,1632,Julia,1,2,13,32.65
Thunderbolt.jl,20,3,9,70,142,0.67,2025-04-26 17:50,2021-04-08,1483,Julia,4,3,104,14.79
BioMedQuery.jl,18,10,0,7,67,0.905,2024-11-16 10:22,2016-05-23,3264,Julia,0,6,40,1.29
ICD_GEMs.jl,17,3,0,0,2,1.0,2024-08-02 04:36,2022-05-19,1077,Julia,0,0,0,
juliahealth.github.io,16,11,0,15,116,0.885,2025-02-10 17:03,2020-04-26,1830,Julia,2,9,102,0.25
MedEye3d.jl,13,2,0,14,14,0.5,2025-01-13 05:48,2021-05-23,1438,Julia,0,1,7,0.43
NeuroAnalyzer.jl,13,1,3,0,16,1.0,2025-04-21 15:16,2024-02-29,426,Julia,0,0,1,0.25
FHIRClient.jl,13,5,0,2,167,0.988,2024-05-12 00:11,2020-07-30,1735,Julia,1,25,134,0.99
ARules.jl,13,5,0,3,14,0.824,2024-05-29 09:37,2017-06-28,2863,Julia,1,1,10,0.66
MedPipe3DTutorial,9,7,0,0,4,1.0,2025-04-09 06:20,2022-03-29,1128,Jupyter Notebook,0,1,1,0.02
OMOPCDMCohortCreator.jl,9,6,0,19,66,0.776,2024-07-07 14:21,2022-06-29,1036,Julia,4,4,32,11.54
PubMedMiner.jl,8,4,0,2,16,0.889,2023-03-10 19:50,2016-05-12,3275,Jupyter Notebook,0,2,8,0.01
MedPipe3D.jl,8,1,3,16,3,0.158,2025-04-16 10:52,2022-03-29,1128,Julia,1,0,3,0.02
PharmaceuticalClassification.jl,6,1,0,1,16,0.941,2024-10-26 01:17,2020-08-22,1712,Julia,0,2,13,0.04
DICOMTree.jl,6,0,0,1,1,0.5,2024-06-25 19:40,2023-08-13,626,Julia,0,0,0,
CTakesParser.jl,6,1,0,1,8,0.889,2022-09-26 19:37,2017-06-06,2885,Julia,0,1,3,0.05
OMOPCommonDataModel.jl,6,2,0,3,36,0.923,2024-09-03 17:04,2020-07-29,1736,Julia,1,2,33,0.02
HealthBase.jl,6,1,0,2,23,0.92,2025-02-01 18:03,2020-05-02,1824,Julia,1,0,22,0.01
JuliaHealthBlog,5,8,1,12,25,0.676,2025-04-24 16:34,2024-06-17,317,JavaScript,7,8,15,10.58
OMOPCDMPredictor,4,2,0,0,0,0.0,2023-03-20 06:09,2023-03-20,772,,0,0,0,
MedImages.jl,4,2,0,4,33,0.892,2025-02-23 20:30,2023-11-01,546,Julia,1,7,22,0.24
MedEval3D.jl,4,4,6,2,16,0.889,2025-04-28 05:05,2021-08-03,1366,Julia,1,1,14,1.55
CAOS.jl,3,1,0,0,22,1.0,2021-05-17 16:17,2018-05-15,2542,Julia,0,3,12,0.07
OMOPCDMPathways.jl,3,1,0,12,58,0.829,2024-06-12 16:03,2023-12-28,489,Julia,8,18,31,12.79
JuliaHealthLLM,3,0,11,1,0,0.0,2025-04-27 13:54,2024-01-11,475,HTML,1,0,0,
OHDSIAPI.jl,2,2,1,4,3,0.429,2025-04-26 18:08,2023-01-24,827,JavaScript,3,0,2,2.09
HealthSampleData.jl,2,2,0,6,5,0.455,2023-10-29 19:50,2022-07-29,1006,Julia,0,0,2,0.67
SMARTAppLaunch.jl,2,2,0,1,74,0.987,2024-08-05 15:05,2021-02-10,1540,Julia,0,5,67,0.27
ObservationalHealthSubecosystemPaper,2,0,0,0,0,0.0,2024-01-02 18:57,2022-10-06,937,TeX,0,0,0,
IPUMS.jl,2,1,1,11,20,0.645,2025-04-09 18:17,2024-03-14,412,Julia,3,1,19,18.82
EpiJ,2,1,0,0,0,0.0,2022-02-12 12:58,2022-01-26,1190,Julia,0,0,0,
OMOPVocabMapper.jl,1,0,0,1,12,0.923,2024-10-18 01:53,2023-06-09,691,Julia,0,0,9,0.0
HealthMLBase.jl,1,0,0,0,22,1.0,2021-09-05 21:25,2020-05-03,1823,Julia,0,2,19,0.03
DiagnosisClassification.jl,1,0,0,0,14,1.0,2022-09-06 21:54,2022-03-13,1144,Julia,0,0,13,0.02
CloToP.jl,1,0,0,0,0,0.0,2025-02-24 09:26,2024-04-26,369,HTML,0,0,0,
OMOPCDMDatabaseConnector.jl,1,0,0,1,1,0.5,2022-06-29 17:31,2022-06-29,1036,Julia,0,0,0,
WrapperITKIO.jl,1,0,0,0,0,0.0,2024-09-08 06:39,2024-09-06,236,Julia,0,0,0,
OMOPCDMMetrics,1,0,0,5,0,0.0,2024-02-22 20:50,2024-01-15,471,Julia,5,0,0,
DICOMClient.jl,1,2,0,3,17,0.85,2022-05-02 07:48,2020-08-03,1731,Julia,3,4,12,0.01
ITKIOWrapper.jl,1,1,2,0,6,1.0,2025-04-15 07:52,2024-09-06,236,Julia,0,1,5,8.14
NCEI.jl,0,0,0,0,0,0.0,2024-03-18 16:56,2024-03-18,408,,0,0,0,
FHIRClientXML.jl,0,0,0,0,9,1.0,2021-03-16 17:14,2021-03-16,1506,Julia,0,1,7,0.01
SMARTBackendServices.jl,0,1,0,0,18,1.0,2024-12-01 12:33,2021-02-22,1528,Julia,0,2,15,26.75
DateShifting.jl,0,0,0,1,12,0.923,2021-07-28 20:27,2020-07-06,1759,Julia,1,0,12,0.01
juliahealth.github.io-previews,0,0,0,0,1,1.0,2020-12-26 00:26,2020-05-01,1825,,0,0,1,0.0
ITKIOWrapp.jl,0,0,0,0,9,1.0,2024-09-08 06:40,2024-07-10,294,Julia,0,4,5,0.07
EHRAuthentication.jl,0,0,0,0,18,1.0,2022-02-12 12:56,2022-02-12,1173,Julia,0,0,16,0.21
FHIRClientJSON.jl,0,0,0,0,15,1.0,2021-03-16 14:14,2020-11-26,1616,Julia,0,3,10,0.02
BlindingIndex.jl,0,0,0,0,0,0.0,2025-02-12 11:51,2024-09-03,239,Julia,0,0,0,
MTIWrapper.jl,0,1,0,0,2,1.0,2021-03-20 01:20,2017-11-20,2718,Java,0,1,1,0.1
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# JuliaHealth GitHub Analytics Summary
_Generated on: 2025-04-30 19:00:58_

## Organization Overview
- **Total Repositories Analyzed:** 53
- **Total Stars:** 489
- **Total Forks:** 142
- **Total Issues:** 2032 (Open: 337, Closed: 1695)
- **Overall Issue Resolution Rate:** 83.4%
- **Total Open PRs:** 72
- **Total Merged PRs:** 1112
- **Languages:** Jupyter Notebook, Julia, JavaScript, TeX, HTML, Java

## Top 5 Repositories by Stars
1. **KomaMRI.jl:** 136 stars
2. **DICOM.jl:** 57 stars
3. **BloodFlowTrixi.jl:** 38 stars
4. **PubChemCrawler.jl:** 24 stars
5. **Thunderbolt.jl:** 20 stars

## Top 5 Repositories by Monthly Commits (Last 30 Days)
1. **JuliaHealthLLM:** 11 commits
2. **Thunderbolt.jl:** 9 commits
3. **KomaMRI.jl:** 7 commits
4. **MedEval3D.jl:** 6 commits
5. **BloodFlowTrixi.jl:** 3 commits

## Top 5 Repositories by Issue Resolution Rate
1. **CAOS.jl:** 100.0% (22/22)
2. **HealthMLBase.jl:** 100.0% (22/22)
3. **FHIRClientXML.jl:** 100.0% (9/9)
4. **NeuroAnalyzer.jl:** 100.0% (16/16)
5. **DiagnosisClassification.jl:** 100.0% (14/14)

## Top 5 Contributors by Total Commits
1. **AdamWysokinski:** 2228 commits
2. **cncastillo:** 1027 commits
3. **jakubMitura14:** 795 commits
4. **pvillacorta:** 673 commits
5. **DilumAluthge:** 643 commits

## Generated Visualizations
- [Top Repos by Stars](top_repos_by_stars.png)
- [Top Repos by Monthly Commits](top_repos_by_monthly_commits.png)
- [Issue Status](issue_status_top_repos.png)
- [Overall Commit Activity](overall_commit_activity.png)
- [Top Contributors](top_contributors.png)
- [Overall Issue Distribution](overall_issue_distribution_pie.png)
- [Pull Request Summary](pull_request_summary.png)

## Data Files
- [Repository Metrics CSV](repository_metrics_2025-04-30_190058.csv)
- [Contributor Summary CSV](contributor_summary_2025-04-30_190058.csv)
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