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Home > Archives for Projects > 2022

2022

An Exploration of BlueLeaks

March 20, 2023

Additional Insights on Gang Databases and Police Surveillance

State violence in the summer of 2020 drew attention to policing and spurred national accountability. During this time, a transparency collective called the Distributed Denial of Secrets published Blueleaks, the largest American law enforcement agency data hack. Information about Blueleaks exposed a variety of police abuses. Our project focused on violent surveillance, specifically gang databases.

For years, communities have organized to improve or eliminate gang databases, which are racially biased, poorly maintained, and hard to correct. To understand and critique policing methods, activists primarily rely on FOIA data. Still, how police use gang databases for surveillance is unclear. Our project uses Blueleaks because it reveals much more about the police gang affiliation processes and because analyzing the vast database is inaccessible to most. We found that police use information provided both willingly and unknowingly by the public that ultimately leads to data hoarding and fuels biases created by gang databases.

Project Folder: Additional Resources
Kareem-Laura-DxP

Fellow Bios

Kareem Jones

Kareem Jones is a political and movement-building strategist who gives people the data they need to speak up for themselves. Currently, he serves as a data manager at the Murmuration Research Institute. In his last job as Director of Data and Technology for Community Outreach Group, he led a team that did an in-depth analysis of COVID-19 vaccine outreach and misinformation tracking, helped to train organizers, and did reporting and analysis on campaign outreach efforts. He is on the board and a senior instructor for Generation Data, a non-profit organization whose goal is to train the next generation of progressive data management community leaders. Kareem likes to spend his free time playing in a stonewall kickball league and going to summer barbecues.

Laura Long

Laura Long is passionate about using data and technology to sustainably support grassroots organizing. She uses her experiences organizing Asian American Pacific Islander communities in the Chicago area to inform her data interests within the progressive movement. Much of Laura’s background in data comes from participating in data-driven campaigns using a Reproductive Justice framework and from her bachelor’s degree in Applied Statistics and Psychology from Purdue University. Most recently, she is using her experience to teach a diverse audience how to navigate technology and informing nonprofits on how to mindfully manage data as the Database and Technology Manager at IGNITE.

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Filed Under: 2022, Projects Tagged With: DxP

Why do you need my information?

February 10, 2023

How data can be used ethically in community organizing & administrative databases

For our project, we created a comprehensive resource on data collection, use, and meaning-making or data analysis. To this end, Hoai An conducted interviews with grassroots organizers and, from these interviews, created recommendations for community members to maintain their data safety and a for outside interested parties in their community knowledge or data.

Those interested in learning more about how grassroots organizers collect, use and ensure community safety can read the interview analysis on the “Why do you need my information? How data can be used ethically in community organizing and administrative databases” white page.

Additionally, Khanya added a white page with a detailed guide on how grassroots and community-based organizers can meaningfully use administrative data (e.g., census, state data) that has traditionally done a deserves to communities of color. This guide goes through the steps of analyzing and interpreting data and explains how organizers can use their community knowledge to provide strength-focused answers to their questions.

Khanya-HAP-DxP

Fellow Bios

Khanya Msibi

Khanya Msibi (she/her) is based in Portland, Oregon. She identifies as a queer woman of color of biracial Swazi and white descent. She is the Data Manager at the Coalition of Communities of Color. In this position, Khanya is responsible for organizing, developing, and maintaining BIPOC and other internal CCC databases. In addition, Khanya and her colleagues work to build research and data justice efforts among BIPOC community-facing organizations and coalition members and collaborate with dominant institutions to support their research and data equity goals. Khanya is trained in Prevention Science, which focuses on understanding and uplifting the strengths of individuals, families, and communities by utilizing multiple social sciences and public health disciplines.

Hoai An Pham

Hoai An Pham is an organizer from Ann Arbor, MI, where she was born and raised as a first generation Vietnamese American. As a disabled abolitionist, she has worked in movements like Free Ashley Now and Tashiena’s Freedom Team—around immigration, labor, climate, prisons, and racial justice, with the goal of building long-term, welcoming community. Hoai An joined this project as a Digital Organizer for We the People Action Fund, an organization that works to build multiracial working class alliances throughout Michigan in order to fight for our power and create the world we need & deserve. Longterm, Hoai An is interested in implementation science and using public-health research in order to create abolitionist, community-led programs for care-based safety and violence prevention.

Hoai An received her Bachelors of Arts at the University of Michigan-Ann Arbor in Social Theory and Practice with minors in Community Action Social Change (Social Work) and Music. Currently, she is based in Boston, where she is receiving her Masters in Health and Social Behavior at the Harvard T.H. Chan School of Public Health, and holds a full time position as the manager of her twenty-six Sims.

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Filed Under: 2022, Projects Tagged With: DxP

Jirafa

February 10, 2023

Jirafa was founded by Chris Robles and Gina Cruz during their Data x Power Fellowship in 2022. Our mission is to create accessible self-paced training resources for folks across the progressive ecosystem, including those who’ve never engaged before. We noticed a glaring lack of training materials in multiple languages and the extra burden that was placed upon organizers.

With Jirafa we plan to bridge the accessibility gap, and not just via translation, but by addressing various tech levels, learning styles and experiences as well. We believe there is a lack of quality control in what training materials are provided by vendors. They vary widely tool to tool and are often intended for admins only, so not accessible for any volunteers who may be working with the front end. With Jirafa we plan to widen the scope of what tools have accessible training materials and who the training is meant for.

Chris-Gina-DxP

Fellow Bios

Christopher Robles

Christopher Luis Robles is a Data Coordinator at the Workers Defense Project and Workers Defense Action Fund. Having worked in multiple political campaigns over the past few years, and now serving in his role within a civic engagement framework, Chris has zeroed in on a focus on utilizing data to inform decision making in electoral politics, grassroots mobilization, and community engagement.

Gina Cruz

Gina Cruz has been organizing for numerous progressive campaigns, non-profits, and PACs for over 10 years. She truly believes that relational-focused data-driven campaign strategy coupled with strong knowledge-sharing practices is how meaningful change will be achieved. Gina currently works for The Movement Cooperative, where she helps progressive organizations choose and maximize their use of data and technology tools. In her free time, you’ll most likely find Gina baking, playing Animal Crossing, or binge-watching Netflix with her cat, Earl Grey.

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Filed Under: 2022, Projects Tagged With: DxP

Leadership Development Through Graph Databases

February 10, 2023

Through this project, Amity and Natasha explored the best method to collect, manage, and analyze data that reflects organizing. Since Amity is the Data Manager at ISAIAH, the organization was the test-case for their project. As a grassroots organization, ISAIAH focuses on leadership development and basebuilding. Tracking member engagement with the organization is core to their data practices, and the project focuses on expanding and tracking this process, including identifying leaders, their base, and how individuals are invited into the organizing work. Tracking the work is critical to evaluating basebuilding and recognizing the power of the organization.

Natasha and Amity identified graph databases as a method to track both individuals and the network of organizing through events, leaders, and organizers. This project included data collection, creation of a graph database, and exploring how organizing staff and leaders can use it to understand their power and work.

Natasha-Amity-DxP

Fellow Bios

Amity Foster

Amity Foster is the Data Manager at ISAIAH, a multi-faith, multi-racial statewide coalition of leaders fighting for racial, economic and social justice, and for Faith in Minnesota; our sister c4 and a political home for people who want to create people-centered politics, grounded in abundance and not scarcity. She started out as an executive assistant at ISAIAH, then a leader in criminal justice organizing, and started to get clear that the institutions we all move in can either bring more people into democracy, or continue to keep people out and that to win, we build power. She believes that we build power and make systemic change when people claim their own agency and voice, and move together, with shared values and agendas. Grassroots data helps us tell the story of that power, through leadership development and basebuilding, and she is interested in tracking that growth, in a systemic way-of leaders in their own networks and bases and how that connects back to grassroots organizations and builds power for the organization AND individual.

Natasha Ladhani

Natasha Ladhani is currently a Data Manager at Faith in Action for the Northeast Mid-Atlantic Region. Having spent time in multiple states in the Northeast throughout her life, Natasha loves bringing her passion for the people of this region to the role and honing her data skills with the many amazing community orgs she works with. While Natasha is only a few years into her professional career, she’s enjoying the unique experience of integrating data with organizing and hopes to continue doing so going forward. Natasha graduated from New York University with a degree in Social and Cultural Analysis. She completed an honors thesis in Muslim American Experiences during her time in undergrad. Outside of work, Natasha enjoys journaling, people watching, and eating good food.

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Filed Under: 2022, Projects Tagged With: DxP

Tools to Source, Store, and Explore Data

February 10, 2023

Our project is a geographical analysis of demographics trends in the Detroit Metro area focused around the year 2018. We used a variety of sources, from American Community Survey (ACS) data to public survey data, to better understand the area and how various factors have changed it recently. A focus of this project was to create a guide on how publicly accessible data can be used to create deeper analysis and visualization. We also created documentation that traces our steps so it would be helpful to people trying to do similar projects. 

This guide is meant for folks who have some experience with data but wouldn’t consider themselves experienced practitioners. We wanted to lower the barrier to entry of doing interesting and important data analysis — knowing that these are skills that people can use to further policy, community organizing, and other streams of work that better the progressive ecosystem. 

Within the guide, we touch on data methodology and how to plan a data analysis project, how to source and store data in BigQuery, how to conduct a simple analysis in Looker Studio, and how to conduct a more advanced analysis in Tableau.

Project Page
Leslie-Usha-DxP

Fellow Bios

Leslie Potts

Leslie Potts (she/they) is currently based in her hometown of Detroit, Michigan (Anashinabee land). She currently works as the Evaluation & Research Manager at the Youth Engagement Fund. Like many of us, Leslie has recently been focusing a lot on how to stay connected to community and loved ones amid a highly virtual, COVID-conscious daily reality. Reach Leslie here.

Usha Yeruva

Usha Yeruva is based in Brooklyn, New York and is currently working as an Analytics Engineer in the electoral space. She’s also worked in nonprofit and community organizing spaces, and is passionate about building sustainable data infrastructure for the progressive movement. In her free time, Usha enjoys taking train trips and long walks in Prospect Park.

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Filed Under: 2022, Projects Tagged With: DxP

What’s in a name?

February 10, 2023

Data matching and linkage with ethnic data

Our project’s goal is to better understand the linkage and matching problem in political data, in which algorithmic biases against non-Anglicized names makes it more difficult for ethnic names to be properly matched against the voter file. 

There are many ethnic communities who either do not conform to a traditional “first name / last name” convention, possess diacritical marks like accents, or are rooted in non-Latin alphabets like Arabic or Chinese which necessitates correct usage of tones. While many people in those communities may have an Anglicized or shorthand nickname of their given name for official records, we know that this is less true in foreign-born and immigrant communities.

Our project examines the tradeoff involved in the matching and linking process in which individual records from disparate databases are linked together, for the purposes of political and civic engagement. We offer a short-term solution in the creation of an open-source Github repository, in which a “data dictionary” of common cultural names can be matched.

We understand that the long-term goal of this work is to build a radically inclusive tech ecosystem. A more cultured and linguistically informed voter file is only one step in that direction, and we know that there are several pathways possible towards that future.

Tatiana-Tim-DxP

Fellow Bios

Tatiana Nobels Lee

Tatiana Nobels Lee (she/her) returned to VOCAL-NY in February 2021 as the Data Manager where her primary responsibilities involve database management, training, and working with the organizing team to improve & develop data systems. She previously held several administrative and operations roles at the organization from 2012-2016. Tatiana is a native of The Bronx, NY and now lives near Seattle, WA with her husband and recently adopted dog.

Tim Phan

Tim Phan is a data analyst from Los Angeles who works in political campaigns. He most recently managed a city council race in Los Angeles in 2022, and has also worked in Democratic / advocacy organizations in previous cycles. He’s quite passionate about house music and activist photography.

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Filed Under: 2022, Projects Tagged With: DxP

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