Take a Look: Two Innovative Data Journalism Projects

Stories produced by community journalists, regional reporters and national media demonstrate the value of data-driven reporting when it comes to reporting on poverty.

Here are two examples of award-winning data-driven reporting.

Inside California’s Housing Crisis: Deceit, Disrepair and Death Inside a Southern California Rental Empire

Aaron Mendelson, for the LAist

What’s the story: Winner of an Online Journalism Award for “Investigative Data Journalism, Small/Medium Newsroom,” this story used mountains of data — including eviction records, state business data, court filings and depositions — to lead an investigation into the negligent and questionable operations of a landlord in Los Angeles County. What was uncovered included tragic stories from people living under dangerous conditions, many of which resulted in health concerns or fatalities. In addition, this reporting uncovered a lack of oversight on these poorly managed properties at a state level and how a vicious cycle of evictions keeps people experiencing poverty in poverty, while landlords get rich. 

Why it works: The story is data-driven, but relies on narratives from people on the frontlines of this issue to tell the full story. There are multimedia elements to the reporting including data visualization, graphic elements, photos, videos and a full audio story to accompany the written piece. It’s extremely comprehensive and data heavy with a variety of sources, but the information is laid out in a digestible format. The story is compelling because the wrongdoing and systemic issues are laid out in a factual way. 

How to do it: It’s likely that there are people in any given county in the U.S. experiencing dangerous or inadequate living conditions, and the COVID-19 pandemic paired with natural disasters this year has only made this worse. Check out resources from Princeton University’s Eviction Lab and see where your county stands on eviction levels (Note: data is from 2016). Access public records regarding property ownership from your county tax assessor’s office and look at average rental costs in your area and map out any prevalent property managers with bad reviews. Consider submitting open records or FOIA requests for code enforcement reports. Ask for courtesy visuals from sources if necessary. Most importantly, look for trends or patterns and use experts to help with the reporting process. 

As Rising Heat Bakes U.S. Cities, The Poor Often Feel It Most

Meg Anderson and Sean McMinn, for NPR 

What’s the story: For a series on “Heat and Health in American Cities,” National Public Radio reporters analyzed correlations between the location of low-income neighborhoods and rising temperatures, specifically in major U.S. cities. Reporting focuses on people living in poverty in urban areas and how rising temperatures will continue to put them at a disadvantage when it comes to health-related risks and social vulnerability. 

Why it works: There’s data visualization that extends past the stories focus area of Baltimore, Maryland, pulling in a large audience. The story relies on narratives from people experiencing this problem first hand supported by empirical evidence. Professionals sourced in this story also provide information that support the concerns outlined by the data. Because the story is in both a written and audio format, it’s easy to read. 

How to do it: This story applied thermal data from NASA and the U.S. Geological Survey to develop maps of major U.S. cities, overlapping that data with economic reports for median household incomes. There’s data for all 50 states regarding rising temperatures, air pollution and environmental risk factors, for example, that can be applied to a larger story or used to start you on your reporting process. It’s important to make connections before starting the reporting process to avoid bias. This story received an honorable mention for the Investigative Reporters & Editors Philip Meyer award. 

Sofia Gratas graduated in fall 2020 with a journalism degree from the University of Georgia.

Beat Guide: Housing

Why cover housing? 

  • Housing covers a basic need required by everyone: shelter. 
  • Housing indicates economic growth or the lack of it. It also serves as an engine for employment and industrial development.
  • The COVID-19 pandemic has increased the likelihood that individuals and families experience housing insecurity. While there have been federal moratoriums on evictions, the long lasting effects of the virus and growing rates of infection will exacerbate housing insecurity.
  • While foreclosures have reached record lows nationally since the housing crisis in 2008, states such as Tennessee, Idaho and Indiana, as well as metropolitan areas in Oregon and Alabama, for example, have seen steady levels of foreclosures. 
  • Rising unemployment rates and economic insecurity paired with waning unemployment benefits amid COVID-19 may increase the number of middle-class workers who slip into poverty, increasing the likelihood of housing insecurity. 
  • Low-quality housing affects children. According to many long term psychological and economic studies, children born into impoverished homes are likely to become part of the cycle of poverty. 

Research guide

Here’s a list of databases, studies and institutions, with information to help you form the right questions about poverty and housing in your community. 

Still wondering why housing reporting matters? Listen to a podcast episode with housing reporter Sean Keenan on why covering this topic is essential.

Aren’t finding what you need? Check out our list of essential studies, data and tools.  If you’re focusing on covering evictions, check out our story on How to Cover Evictions.

If you’re feeling stuck, use the resources below to help answer these questions. They might help you get started on a story or expand on an idea about housing and poverty in your county. 

  • What percentage of families in your county live below the poverty line?
  • What is the unemployment rate?
  • What is the poverty rate in your county?
  • What are the average rent and housing costs in your county?
  • What is the median annual household income in your county?
  • What is the foreclosure rate in your county?
  • What is the homeownership rate in your county?
  • What percentage of people in your community experience housing hardships?

Databases

American Community Survey

A part of the U.S. Census Bureau, the American Community Survey collects nationwide data every year on the social, economic, and housing characteristics. Data can be narrowed down by year, state and county including narrative and data profiles. 

American Housing Survey

Another U.S. Census Bureau outlet, the American Housing Survey landing page provides access to annual housing surveys which follow the same housing units over time. 

Historical Census Data from the Governor’s Office of Planning and Budget

While providing historical demographic data for Georgia counties dating back to 1900, there’s also data about housing characteristics from 2000 including homes built by decade. 

Housing Vacancies and Homeownership

Out of the U.S. Census Bureau, this collection of data focuses on rental and homeowner vacancies, acting as both economic indicators and sources for decisions on new housing developments. Data can be distinguished by age, race/ethnicity, and family income. 

National Housing Preservation Database

A partnership between the Public and Affordable Housing Research Corporation and the National Low Income Housing Coalition. Includes annual reports on affordable housing access, a mapping tool showing affordable housing near you, and data on funding and subsidies for affordable housing. 

RealtyTrac

Requires a subscription for detailed information. However, even without a membership, one can search foreclosures by city, state and ZIP code.

U.S. Department of Housing and Urban Development

An outlet for federally-collected data including county level summaries of housing problems of low income households, public housing inspection scores, and environmental impact surveys of housing developments. 

Academic papers and relevant studies

Centers for Disease Control and Prevention: Healthy Housing Reference Manual

Updated and revised in 2006, this manual pulls from 1970 and 1980 ideas referencing “basic principles of healthy housing,” water quality, energy efficiency, and indoor air pollutants. Provides good historical context from a federal perspective. 

Center on Budget and Policy Priorities: Rental Assistance Reduces Hardship and Provides Platform to Expand Opportunity for Low-Income Families:

An analysis of federal data that summarizes the effects of federal assistance on low-income households, and how a lack thereof can exacerbate homelessness, instability, and crowding. 

National Bureau of Economic Research: The Effect of Foreclosures on Homeowners, Tenants, and Landlords

Published in 2020, this study analyzes the social and economic costs of foreclosures in Cooke County, Illinois. Though specific to one location, findings and ideas can be applied to other areas. 

Office of Policy Development and Research: Biannual “Worst Case Housing Needs” report

Provides national data and analysis of critical housing problems facing the low income population. This report is submitted to Congress every two years. 

University of Georgia: Retailer Redlining and Demographics Study

A deep-dive into how different types of retail — specifically dollar stores and similar shopping experiences — can indicate the presence of low-income populations and shape neighborhood profiles. 

Institutions

Institute for Children, Poverty & Homelessness

Based in New York, resources emphasize information on homeless families and children, including students. The website provides infographics and data compilation in digestible formats. 

Institute for Research on Poverty

Out of the University of Wisconsin-Madison, a federally funded research center for national poverty in the U.S. Under research areas are collections of studies and research regarding housing, place, inequality and mobility, employment and economic support from social scientists in a variety of disciplines. 

Joint Center for Housing Studies

Out of Harvard University, this institution has links to research, events, and interactive data focussing on housing issues and policy. They also release an annual report on “The State of the Nation’s Housing” which can be found online. 

Justia

Justia is a company that gives free access to legal advice and information through its legal platform. This page gives a comprehensive look at eviction, moratorium, and foreclosure policies in different states specifically regarding COVID-19 relief. 

National Housing Conference

Has compiled housing resources specifically regarding COVID-19, including news articles and state reports. Hosts events with housing experts focussed on solutions to affordable housing, and links to its virtual conferences. 

National Low Income Housing Coalition

A coalition focussed on achieving social equity through policy work and advocacy. Includes analysis of housing needs by state, annual reports, and events/webinars with housing experts.


Sofia Gratas graduated in fall 2020 with a journalism degree from the University of Georgia.

Essential Studies, Data and Tools

In order to kickstart and supplement reporting, here is a list of essential datasets and resources including statistics, surveys, reports and analysis. Sources include research institutes, federal agencies, nonprofits and foundations covering a wide variety of topics related to poverty in the United States.

Before you start. Here are some useful resources for where to start on data-driven reporting and sorting and custom sorting data in Excel. 

Software such as Tableau — which can be downloaded on most computers — allows users to connect to virtually any online data and create custom data visualization, as well as combine and clean different data sets.  The National Press Foundation has a list of Digital Tools for reporters and newsrooms. 


Brookings Institute

A nonprofit research institute with global connections. Reports, analysis and expert resources cover topics important in reporting on poverty, including economic development policies and intersections between race and economic mobility. 

Center for Poverty and Social Policy

Includes food insecurity maps, cost of living studies, access to poverty rates from 1967 to 2017 and more. Fact sheets for state-level data are also available. 

Centers for Medicare and Medicaid Services

Has comprehensive information on all aspects of the Medicare and Medicaid programs, including Medicare enrollment reports, financial statements with annual costs and charges per Medicare-certified institutions, and detailed national health expenditures. 

Confronting Poverty

The poverty risk calculator allows users to analyze risk based on criteria. Discussion guide modules provide valuable information and examples for stories about poverty, and additional resources cover important basics. 

Economic Policy Institute

A nonprofit and nonpartisan think tank that conducts research and analysis on the economic status of working Americans. Topics range from COVID-19 to wages and tools include a minimum wage tracker, family budget calculator and a tax and spending explorer module. 

Georgia Department of Labor

The Georgia Department of Labor gives unemployment rates and breaks down the number of residents who have filed for unemployment insurance by month and year. If you are reporting in other states, seek out similar information on your state’s department of labor website.

Georgia Department of Public Health

Contains mountains of health information on women and children’s health, COVID-19, opioid and substance misuse and more. Here’s a link to information on lead poisoning. If you are reporting in other states, seek out similar information on your state’s department of labor website.

Global Wealth Report

From wealth management company Credit Suisse, the annual Global Wealth report provides a macroscopic view of household wealth and global economic growth. 

Joint Center for Political and Economic Studies

This nonprofit organization focuses on issues of particular concern to Black and other peoples of color, specifically regarding socioeconomic advancement and racial equity. Publications include reports on the “Black Rural South,” the future of work and resources for economic relief in Black communities. 

Kaiser Family Foundation

This nonprofit provides news and information on a wide variety of health topics such as Medicare and Medicaid, insurance and health care costs and racial disparities in treatment. 

Manpower Demonstration Research Corporation

A nonprofit education and social policy research organization with publications breaking down employment programs, barriers to economic success, low-income experiences, rent reform and more. 

Pew Research Center

Breaks down studies by topics and datasets, including social and demographic trends, U.S. politics and policy, and journalism and media. An account is required to access most data. 

Spotlight on Poverty and Opportunity

A nonpartisan forum for exchanging research, studies and data on major issues exacerbating and facing people in poverty today. Allows breakdowns by state and focus areas such as digital divides, food and hunger, education, immigration and the justice system. 

Stanford Center on Poverty and Inequality

This institution monitors and analyzes trends on poverty and inequality and provides archives of trend data and original work. An excellent place to find experts on education, economic insecurity, social justice and fiscal policy, for example, including past and upcoming events in these subject areas. for sources, as well. 

Urban Institute

A nonprofit research institute focussed on solution-based policies and community response. Breaks down by research areas and lists policy centers and initiatives around the country, which can be helpful for narrowing down your story. 

USDA Economic Research Service

The Economic Research Service is a site within the U.S. Department of Agriculture that provides county-level and national-level statistics on poverty as recently as 2018. 

U.S. Census Bureau

Explore data by topics such as housing, employment, income and poverty and health. Conducted surveys include valuable insight covering economic insecurity and important statistics.

U.S. Government Accountability Office

The GAO’s reports and testimonies include information regarding operations at the federal level regarding housing, employment, health care and economic development. Users can filter results by government agency, report topics and date.


Sofia Gratas graduated in fall 2020 with a journalism degree from the University of Georgia.

Close Up: Two Stories About Housing and Poverty

Here’s an analysis of two stories from award-winning journalists that cover the intersection between housing and poverty.

Separated by design: Why affordable housing is built in areas with high crime, few jobs and struggling schools (2019)

Jacqueline Rabe Thomas for The Connecticut Mirror 

What’s the story:  Published in 2019, this story is about how policies regulating affordable housing development in Connecticut have contributed to housing segregation. It discusses how the federal government funds affordable housing, how developers in Connecticut make decisions about housing projects, and who is impacted as a result of all these processes. According to the article, federal tax credits to build affordable housing go mostly toward development in historically low-income communities (80%) instead of prosperous areas (10%). While the limitations to areas with affordable housing in Connecticut limit options for low-income families, it also keeps middle-class and wealthier people out, contributing to a cycle of economic stagnancy. 

Why it works: The reporter uses an emotional peg to start, narrating the experience of a single mother in a dangerous neighborhood. The Lugo family represents those deeply affected by this housing segregation crisis and provide context for an important message — while there’s affordable housing, it only exists in impoverished communities. The reporter also interviews senators, development representatives, individuals working in advocacy, and lawmakers, while providing extensive information on the historical context of housing in Connecticut. A timeline of policy intertwined with quotes and narrative ultimately lead the reader back to the characters first introduced. It’s a very long story but it works — the reporter covers all their bases to tell the whole story. 

How to do it: This story was part of a year-long investigation into affordable housing in Connecticut communities. Matching the format of your story to this one isn’t necessary, but it’s important to pay attention to all the sources the reporter included and what part they play in the storytelling process. In your own community, figure out what issues there are regarding affordable housing. Make a list of every person involved in decision making, and every person affected by those decisions. This story can be tackled in longform writing or with multimedia elements. 

Broken (2018)

Erik Castro and Meg McConahey for The Santa Rosa Press Democrat 

Link to the story here

What’s the story: What started as a photo project became a team effort between photojournalist, Castro, and staff reporter for The Santa Rosa Press Democrat, McConahey. The team documented a homeless couple for 14 months, recording the couple’s relationship, attempts to rise out of economic insecurity, and experiences in homeless camps in detail. While the story focuses on one couple, it gives a face to the housing and homelessness crisis in Santa Rosa, California. 

Why it works: The story is written in chronological order, giving readers the chance to follow along with the story in pieces. McConahey’s words and Castro’s visuals work together to tell a comprehensive story — the pieces are complementary, rather than overshadowing. What this story lacks in data or factual analysis it makes up for in first-person narrative uncommon in reports on poverty. 

How to do it: Field work is required. Reporters with more limited experience should contact local homeless shelters or food banks and look for opportunities to interact with people experiencing from economic insecurity or homelessness. More experienced reporters can introduce themselves to economically insecure individuals in their neighborhood or community. 

Sofia Gratas graduated in fall 2020 with a journalism degree from the University of Georgia.