halley1116/2025_DA_study
Jan 2025 – Jan 2025
1 Month active
Languages Used
Python
Technical Skills
CatBoostData AnalysisData PreprocessingData VisualizationExploratory Data AnalysisJupyter Notebook
100soyun
PROFILE
100soyun
During January 2025, Soyun developed a set of end-to-end Data Analysis and Modeling Tutorial Notebooks for the halley1116/2025_DA_study repository. The work focused on creating reproducible Jupyter Notebook templates that guide users through data loading, exploration, preprocessing, and basic modeling using Python, pandas, and XGBoost. Each notebook included clear steps for initial data inspection, descriptive statistics, and hands-on tutorials for exploratory data analysis and model training. By providing ready-to-run examples and structured workflows, Soyun enabled faster onboarding and self-service analytics for new data scientists, addressing the need for accessible, standardized data science resources within the team.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
2,048
Activity Months1
Your Network
9 people
Work History
January 2025
2 Commits • 1 Features
Jan 1, 2025Concise monthly summary for 2025-01 highlighting the delivery and impact of the Data Analysis and Modeling Tutorial Notebooks in the halley1116/2025_DA_study repo. The work focused on delivering end-to-end, reproducible data science templates to accelerate onboarding and self-service analytics for the team.
2 Commits • 1 Features
Jan 1, 2025Concise monthly summary for 2025-01 highlighting the delivery and impact of the Data Analysis and Modeling Tutorial Notebooks in the halley1116/2025_DA_study repo. The work focused on delivering end-to-end, reproducible data science templates to accelerate onboarding and self-service analytics for the team.
January 2025
Activity
Loading activity data...
Quality Metrics
Correctness90.0%
Maintainability90.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
CatBoostData AnalysisData PreprocessingData VisualizationExploratory Data AnalysisJupyter NotebookLightGBMMachine LearningMatplotlibPandasXGBoost
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline