Python

Python Data Visualization Pilot: Parts 1-2

March 5, 2024, 2:00pm
For this workshop, we'll provide an introduction to visualization with Python. We'll cover visualization theory and plotting with Matplotlib and Seaborn, working through examples in a Jupyter notebook.

Python Data Wrangling and Manipulation with Pandas

May 31, 2022, 1:00pm
Pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with 'relational' or 'labeled' data both easy and intuitive. It enables doing practical, real world data analysis in Python. In this workshop, we'll work with example data and go through the various steps you might need to prepare data for analysis.

Python Data Wrangling and Manipulation with Pandas

October 19, 2021, 10:00am
Pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with 'relational' or 'labeled' data both easy and intuitive. It enables doing practical, real world data analysis in Python. In this workshop, we'll work with example data and go through the various steps you might need to prepare data for analysis.

Python Web Scraping

June 26, 2024, 10:00am
In this workshop, we cover how to scrape data from the web using Python. Web scraping involves downloading a webpage's source code and sifting through the material to extract desired data.

Grace Hu

Data Science for Social Justice Fellow 2024
Bioengineering

Grace is a 3rd year Bioengineering PhD candidate in the joint UC Berkeley-UCSF Graduate Program. Her research lies at the nexus of computational design and 3D-bioprinting to advance tissue engineering for regenerative medicine. She previously studied Materials Science and Engineering (B.S.) and Computer Science (M.S.) at Stanford University, where she investigated printable batteries to power an ultra-affordable scanning electron microscope and explored computer science education research by developing AI models to augment teaching ability.

In her free time she...

Tracy Burnett

Data Science for Social Justice Fellow 2024
Department of Environmental Science, Policy, and Management

Tracy uses qualitative methods founded in complexity theory and hierarchy theory to model the interlinked scales of coupled social-ecological systems. She conducted the majority of her research among nomads in Amdo, Tibet. She works to develop both theoretical and technological tools that support linguistic diversity and cultural resilience.

Gabriela Paredes

Data Science for Social Justice Fellow 2024
Civil and Environmental Engineering

Gabriela is a second-year PhD student in the Geosystem program at UC Berkeley's Civil Engineering Department with a designated emphasis in Global Metropolitan Studies, working under the guidance of Professor Adda Athanasopoulos-Zekkos.

Her research explores infrastructure resilience and social vulnerability, focusing on how climate change impacts urban areas and affects marginalized communities. She integrates engineering solutions with social justice perspectives to enhance urban resilience and equity.

Nicole Cedillo

Data Science for Social Justice Fellow 2024

Valentina Flores

Data Science for Social Justice Fellow 2024
Berkeley Law's Jurisprudence and Social Policy Ph.D. Program

Valentina Flores is a first-year graduate student at Berkeley Law's Jurisprudence and Social Policy (JSP) Ph.D. Program. They hold a joint Political Science and Human Rights Bachelor of Arts (BA) Degree from Bard College. Before JSP, Valentina worked at various criminal justice nonprofits, most notably as an editorial Fellow for PEN America’s Prison and Justice Writing program.

Valentina has written about how practices of punishment and surveillance erode the civil rights of the formerly incarcerated and is broadly interested in spatial racism,...

Taylor Galdi

Data Science for Social Justice Fellow 2024
Law (JSP)
Sociology
Social Psychology

Taylor is a dual JD/Ph.D. student in Berkeley Law's Jurisprudence and Social Policy Program. Broadly, she is interested in studying courts, social movements and social change, and the legal profession.