thezachdrake/UMD-INST627-Fall2024
Nov 2024 – Dec 2024
2 Months active
Languages Used
Jupyter NotebookMarkdownPythonSQL
Technical Skills
Data AnalysisData VisualizationJupyter NotebookJupyter NotebooksMatplotlibPandas
kyueunkim-hci
PROFILE
Kyueunkim-hci
Developed a series of NBA investment analysis notebooks in the thezachdrake/UMD-INST627-Fall2024 repository, focusing on identifying high-scoring and consistent teams with investment potential. Leveraged Python, Pandas, and SQL to retrieve, filter, and visualize NBA game data, iteratively refining notebook structure and execution flow for improved reliability and usability. Enhanced the analysis by introducing defense-focused metrics, exploring correlations between defensive performance and win rates, and consolidating home and away statistics. Expanded scoring consistency analysis and investment insights, supporting business strategy development. All enhancements were delivered through well-documented, incremental commits, emphasizing reproducibility, collaboration, and data-driven decision-making throughout the project.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
10Total
Bugs
0
Commits
10
Features
2
Lines of code
7,736
Activity Months2
Your Network
6 peopleWork History
December 2024
5 Commits • 1 Features
Dec 1, 2024December 2024 monthly performance summary for thezachdrake/UMD-INST627-Fall2024: Delivered an enhanced NBA team performance analysis notebook focusing on defense, valuation, and business impact. Refined defense-focused metrics, explored correlations between defensive performance and win rates, consolidated home/away views, and introduced new visualizations. Expanded analysis of scoring consistency and investment opportunities to provide actionable insights for strategy and decision-making. Improvements were achieved through a sequence of notebook revisions and related artifacts, strengthening readability, reproducibility, and collaboration traceability.
5 Commits • 1 Features
Dec 1, 2024December 2024 monthly performance summary for thezachdrake/UMD-INST627-Fall2024: Delivered an enhanced NBA team performance analysis notebook focusing on defense, valuation, and business impact. Refined defense-focused metrics, explored correlations between defensive performance and win rates, consolidated home/away views, and introduced new visualizations. Expanded analysis of scoring consistency and investment opportunities to provide actionable insights for strategy and decision-making. Improvements were achieved through a sequence of notebook revisions and related artifacts, strengthening readability, reproducibility, and collaboration traceability.
December 2024
November 2024
5 Commits • 1 Features
Nov 1, 2024November 2024: Delivered NBA Investment Analysis Notebooks for the UMD INST627 Fall 2024 project. Created an online notebook to frame business questions and implemented iterative enhancements to data retrieval, execution counts, filtering, and visualizations to identify high-scoring and consistent NBA teams with investment potential for the upcoming season. Refined notebook flow across multiple commits to improve reliability, performance, and usability. No major bugs reported; all changes delivered as incremental improvements tracked via issues.
November 2024
5 Commits • 1 Features
Nov 1, 2024November 2024: Delivered NBA Investment Analysis Notebooks for the UMD INST627 Fall 2024 project. Created an online notebook to frame business questions and implemented iterative enhancements to data retrieval, execution counts, filtering, and visualizations to identify high-scoring and consistent NBA teams with investment potential for the upcoming season. Refined notebook flow across multiple commits to improve reliability, performance, and usability. No major bugs reported; all changes delivered as incremental improvements tracked via issues.
Activity
Loading activity data...
Quality Metrics
Correctness82.0%
Maintainability82.0%
Architecture82.0%
Performance80.0%
AI Usage30.0%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPythonSQL
Technical Skills
Data AnalysisData VisualizationJupyter NotebookJupyter NotebooksMatplotlibPandasPythonSQLSQLAlchemySQLiteSeaborn
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline