UI-Research/mobility-from-poverty
Dec 2024 – Mar 2025
3 Months active
Languages Used
CSVStataDTA
Technical Skills
Data AnalysisData BackfillingData CleaningData EngineeringData ProcessingProject Management
Martinchek
PROFILE
Martinchek
KMartinchek developed and refined a data pipeline for the UI-Research/mobility-from-poverty repository, focusing on wage ratio analytics and industry subgroup analysis across multiple years and counties. Leveraging Stata scripting and CSV/DTA file handling, KMartinchek engineered workflows that merged QCEW and MIT Living Wage data, automated data cleaning, and consolidated longitudinal datasets for downstream analysis. The work emphasized reproducibility and maintainability through annotated scripts, automated quality control, and systematic export of production-ready files. By implementing automated file cleanup and package management, KMartinchek improved data lifecycle reliability, reduced manual maintenance, and ensured that outputs were organized and ready for policy reporting.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
8Total
Bugs
0
Commits
8
Features
6
Lines of code
1,956,600
Activity Months3
Your Network
9 peopleSame Organization
@urban.org2
Work History
March 2025
2 Commits • 2 Features
Mar 1, 2025March 2025 performance summary for UI-Research/mobility-from-poverty. Key features delivered: Data Export and Temporary File Cleanup; Wage Ratio Metrics Workflow Improvements. Major bugs fixed: None reported. Overall impact: streamlined data lifecycle from export to final outputs, improved reproducibility and data hygiene, and reduced manual maintenance. Technologies/skills demonstrated: Stata scripting, package management, automated file cleanup, and end-to-end pipeline validation.
2 Commits • 2 Features
Mar 1, 2025March 2025 performance summary for UI-Research/mobility-from-poverty. Key features delivered: Data Export and Temporary File Cleanup; Wage Ratio Metrics Workflow Improvements. Major bugs fixed: None reported. Overall impact: streamlined data lifecycle from export to final outputs, improved reproducibility and data hygiene, and reduced manual maintenance. Technologies/skills demonstrated: Stata scripting, package management, automated file cleanup, and end-to-end pipeline validation.
March 2025
February 2025
1 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary: Focused on feature delivery in UI-Research/mobility-from-poverty with a wage ratio metrics data pipeline. No major bugs fixed this month. Implemented QA, consolidated data, and produced production-ready exports for longitudinal analyses across 2014, 2018, 2021-2023. Commit 587425e6 documents the changes. Technologies demonstrated include Stata scripting, data engineering, QA processes, data consolidation, longitudinal data handling, and git-based version control.
February 2025
1 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary: Focused on feature delivery in UI-Research/mobility-from-poverty with a wage ratio metrics data pipeline. No major bugs fixed this month. Implemented QA, consolidated data, and produced production-ready exports for longitudinal analyses across 2014, 2018, 2021-2023. Commit 587425e6 documents the changes. Technologies demonstrated include Stata scripting, data engineering, QA processes, data consolidation, longitudinal data handling, and git-based version control.
December 2024
5 Commits • 3 Features
Dec 1, 2024December 2024 monthly summary for UI-Research/mobility-from-poverty focusing on data pipeline enhancements and wage ratio analytics across counties.
5 Commits • 3 Features
Dec 1, 2024December 2024 monthly summary for UI-Research/mobility-from-poverty focusing on data pipeline enhancements and wage ratio analytics across counties.
December 2024
Activity
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Quality Metrics
Correctness81.2%
Maintainability80.0%
Architecture75.0%
Performance72.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
CSVDTAStata
Technical Skills
Data AnalysisData BackfillingData CleaningData EngineeringData MergingData ProcessingProject ManagementScriptingStatistical AnalysisStatistical Softwaredata exportdata managementfile handling
Repositories Contributed To
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