UI-Research/mobility-from-poverty
Dec 2024 – Mar 2025
3 Months active
Languages Used
StataCSV
Technical Skills
Data AnalysisData ManagementData ProcessingStata ProgrammingCode RefactoringData Cleaning
Mingli Zhong
PROFILE
Mingli Zhong
Worked on the UI-Research/mobility-from-poverty repository to enhance county-level delinquent debt data processing and improve data quality management. Built ingestion and export pipelines for 2023 debt data, harmonizing naming conventions and integrating new datasets with existing 2022 and 2021 outputs for historical consistency. Used Stata and CSV manipulation to consolidate evaluation forms, refine variable names, and implement FIPS merging, enabling unified analytics across debt types and demographics. Addressed data reliability by aligning NA handling in Financial Well-Being metrics, ensuring consistent reporting across CSV files. Focused on data cleaning, code refactoring, and statistical analysis to support robust downstream analytics.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
7Total
Bugs
1
Commits
7
Features
2
Lines of code
221,353
Activity Months3
Your Network
7 peopleWork History
March 2025
1 Commits
Mar 1, 2025Month: 2025-03 — Focused on improving data quality and reliability in the mobility-from-poverty data pipeline. Delivered a targeted fix to align NA handling in Financial Well-Being metrics across CSVs, reinforcing data integrity for downstream analytics and reporting. The change reduces ambiguity in NA reporting and ensures consistent quality metrics in the 01_financial-well-being directory.
1 Commits
Mar 1, 2025Month: 2025-03 — Focused on improving data quality and reliability in the mobility-from-poverty data pipeline. Delivered a targeted fix to align NA handling in Financial Well-Being metrics across CSVs, reinforcing data integrity for downstream analytics and reporting. The change reduces ambiguity in NA reporting and ensures consistent quality metrics in the 01_financial-well-being directory.
March 2025
February 2025
4 Commits • 1 Features
Feb 1, 2025February 2025: Delivered a consolidated Debt in Collections data processing enhancement and harmonized evaluation forms to enable consistent cross-type analytics for UI-Research/mobility-from-poverty. Implemented county-level 2023 delinquent debt data processing with FIPS merging, improved missing data handling, and variable-name refinements to streamline data organization across debt types.
February 2025
4 Commits • 1 Features
Feb 1, 2025February 2025: Delivered a consolidated Debt in Collections data processing enhancement and harmonized evaluation forms to enable consistent cross-type analytics for UI-Research/mobility-from-poverty. Implemented county-level 2023 delinquent debt data processing with FIPS merging, improved missing data handling, and variable-name refinements to streamline data organization across debt types.
December 2024
2 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for UI-Research/mobility-from-poverty: Implemented ingestion and export of the 2023 county-level delinquent debt data (overall, auto loan, medical debt, and student debt) into the processing pipeline and designated output subfolder. Addressed naming discrepancies between 2022 and 2023 data files for county/state fields and renamed the related Stata do-file to clearly reflect 2023 data. This work complements existing 2022 county-level and 2021 city-level data already present in the same output path, enabling consistent historical comparisons and improved data quality for county-level analytics.
2 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for UI-Research/mobility-from-poverty: Implemented ingestion and export of the 2023 county-level delinquent debt data (overall, auto loan, medical debt, and student debt) into the processing pipeline and designated output subfolder. Addressed naming discrepancies between 2022 and 2023 data files for county/state fields and renamed the related Stata do-file to clearly reflect 2023 data. This work complements existing 2022 county-level and 2021 city-level data already present in the same output path, enabling consistent historical comparisons and improved data quality for county-level analytics.
December 2024
Activity
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Quality Metrics
Correctness88.6%
Maintainability88.6%
Architecture85.8%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
CSVStata
Technical Skills
CSV ManipulationCode RefactoringData AnalysisData CleaningData ManagementData OrganizationData ProcessingData Quality ManagementFile ManagementStata ProgrammingStatistical Analysis
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