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Stephanie Juneau

PROFILE

Stephanie Juneau

Over four months, contributed to the astro-datalab/notebooks-latest repository by developing and enhancing Jupyter notebooks for astronomical data analysis and visualization. Delivered features such as the Cosmic Slime Notebook for Coma Cluster research, comprehensive DESI DR1 data exploration tools, and a Stellar Spectra Stacking workflow for SDSS, each emphasizing reproducibility and onboarding efficiency. The work involved Python, SQL, and Matplotlib, with a focus on code organization, metadata management, and documentation improvements. Addressed peer review feedback, standardized project structure, and automated analysis workflows, resulting in user-facing tools that streamline research, support spectral analysis, and improve data discoverability across the project.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

29Total
Bugs
0
Commits
29
Features
5
Lines of code
64,973
Activity Months4

Work History

April 2026

15 Commits • 1 Features

Apr 1, 2026

Month: 2026-04 — Notebooks-Latest (astro-datalab/notebooks-latest) delivered a cohesive Stellar Spectra Stacking notebook workflow for SDSS. The work consolidates data retrieval, visualization, spectral-type counting, and analysis automation into a user-facing feature, with renaming and renumbering clarified for clarity and reuse. nbid.csv and dataset references were updated to reflect the new naming, and galaxies were incorporated to broaden applicability for star- and galaxy-stack analyses. The effort includes comprehensive cleanup and standardization of notebook naming, removal of duplicate copies, and alignment of notebook references across the project.

October 2025

1 Commits • 1 Features

Oct 1, 2025

October 2025 monthly summary for astro-datalab/notebooks-latest: Delivered Notebook Documentation and Demo Enhancement. Implemented an updated Jupyter notebook with a new example figure showing a prospect display with a DESI spectrum, expanded the summary section, and elaborated on tool capabilities and data handling. Version bumped to reflect October 2025 release. Change implemented via commit c9c3a1c8d8894849d1bfee6a20346826b54d0f01. No major bugs fixed this month. This work improves onboarding, clarifies capabilities for data exploration, and strengthens reproducibility for notebook users. Technologies demonstrated: Jupyter notebooks, data visualization, documentation, and versioning.

March 2025

9 Commits • 1 Features

Mar 1, 2025

March 2025 monthly performance focused on enabling research teams to explore DESI DR1 data efficiently through end-to-end notebooks. Delivered the DESI DR1 Notebooks: Comprehensive Data Exploration and Visualization for astro-datalab/notebooks-latest, providing data access, filtering, spectral-type analysis, redshift visualization, and SPARCL-based spectra plotting, paired with improved documentation and project structure to support DR1 notebook usage. The work enhances reproducibility, accelerates insight generation, and reduces onboarding time for DR1 data exploration.

January 2025

4 Commits • 2 Features

Jan 1, 2025

January 2025 monthly summary for astro-datalab/notebooks-latest: Delivered a new Cosmic Slime Notebook for Coma Cluster analysis with visualizations of sky coverage and redshift distributions to aid cluster localization. Implemented metadata and documentation improvements, including adding the keyword 'quenching', updated author metadata, and refined wording and table readability. Addressed QA feedback with targeted fixes (typos, code adjustments, and refs) from peer reviews. Result: improved research capability, faster discovery and onboarding, and higher reproducibility through better documentation and quality controls. Technologies/skills demonstrated: Jupyter notebook development, data visualization, metadata management, documentation practices, and collaborative code reviews.

Activity

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Quality Metrics

Correctness96.0%
Maintainability94.4%
Architecture93.2%
Performance93.0%
AI Usage22.8%

Skills & Technologies

Programming Languages

CSSCSVHTMLJavaScriptJupyter NotebookMarkdownPythonSQLText

Technical Skills

AstronomyAstrophysicsAstropyCode OrganizationDESIData AnalysisData VisualizationDataLabDatabase QueryingDocumentationFile ManagementJupyterJupyter NotebookJupyter NotebooksMarkdown

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

astro-datalab/notebooks-latest

Jan 2025 Apr 2026
4 Months active

Languages Used

Jupyter NotebookPythonTextCSSHTMLJavaScriptMarkdownSQL

Technical Skills

AstrophysicsAstropyData AnalysisData VisualizationMatplotlibMetadata Management