Screen Captures: Americans on Google Street

2012 ◽  
Vol 2 (4) ◽  
pp. 18-26
Author(s):  
Spring Warren
Keyword(s):  
United States ◽  
Social History ◽  
Racial Inequality ◽  
The United States ◽  
Google Street View ◽  
American Life ◽  
Street View

Doug Rickard is a photographer from Sacramento, California, whose ambitious project “A New American Picture” incorporates images of contemporary American Life from across the United States. Rickard, however, spent the thousands of travel hours logged for this project sitting in a darkened studio and virtually driving the byways of Google Street View (GSV). He has moved through and captured images from desolate areas reeling from the effects of racial inequality, the grim effects of poverty, and the failures in social history. The images both indict the barbarity of power and evoke the strange beauty of a shattered environment.

scholarly journals Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

2017 ◽  
Vol 114 (50) ◽  
pp. 13108-13113 ◽  
Author(s):  
Timnit Gebru ◽  
Jonathan Krause ◽  
Yilun Wang ◽  
Duyun Chen ◽  
Jia Deng ◽  
...  
Keyword(s):  
United States ◽  
Deep Learning ◽  
The United States ◽  
Motor Vehicles ◽  
Google Street View ◽  
Street View ◽  
Fine Spatial Resolution ◽  
Gender Education ◽  
The City ◽  
Us Cities

The United States spends more than $250 million each year on the American Community Survey (ACS), a labor-intensive door-to-door study that measures statistics relating to race, gender, education, occupation, unemployment, and other demographic factors. Although a comprehensive source of data, the lag between demographic changes and their appearance in the ACS can exceed several years. As digital imagery becomes ubiquitous and machine vision techniques improve, automated data analysis may become an increasingly practical supplement to the ACS. Here, we present a method that estimates socioeconomic characteristics of regions spanning 200 US cities by using 50 million images of street scenes gathered with Google Street View cars. Using deep learning-based computer vision techniques, we determined the make, model, and year of all motor vehicles encountered in particular neighborhoods. Data from this census of motor vehicles, which enumerated 22 million automobiles in total (8% of all automobiles in the United States), were used to accurately estimate income, race, education, and voting patterns at the zip code and precinct level. (The average US precinct contains ∼1,000 people.) The resulting associations are surprisingly simple and powerful. For instance, if the number of sedans encountered during a drive through a city is higher than the number of pickup trucks, the city is likely to vote for a Democrat during the next presidential election (88% chance); otherwise, it is likely to vote Republican (82%). Our results suggest that automated systems for monitoring demographics may effectively complement labor-intensive approaches, with the potential to measure demographics with fine spatial resolution, in close to real time.

Introduction

2018 ◽  
Author(s):  
Andrew Valls
Keyword(s):  
United States ◽  
Public Policy ◽  
Social Construction ◽  
Political Theory ◽  
Racial Inequality ◽  
The United States ◽  
Racial Justice ◽  
Color Blind ◽  
American Society ◽  
Liberal Political Theory

The persistence of racial inequality in the United States raises deep and complex questions of racial justice. Some observers argue that public policy must be “color-blind,” while others argue that policies that take race into account should be defended on grounds of diversity or integration. This chapter begins to sketch an alternative to both of these, one that supports strong efforts to address racial inequality but that focuses on the conditions necessary for the liberty and equality of all. It argues that while race is a social construction, it remains deeply embedded in American society. A conception of racial justice is needed, one that is grounded on the premises provided by liberal political theory.

The Insidious Momentum of American Mass Incarceration

2020 ◽  
Author(s):  
Franklin E. Zimring
Keyword(s):  
United States ◽  
Public Policy ◽  
Twentieth Century ◽  
Mass Incarceration ◽  
The United States ◽  
Next Generation ◽  
Single Generation ◽  
American Life ◽  
Peak Rate ◽  
Or Practice

The phenomenal growth of penal confinement in the United States in the last quarter of the twentieth century is still a public policy mystery. Why did it happen when it happened? What explains the unprecedented magnitude of prison and jail expansion? Why are the current levels of penal confinement so very close to the all-time peak rate reached in 2007? What is the likely course of levels of penal confinement in the next generation of American life? Are there changes in government or policy that can avoid the prospect of mass incarceration as a chronic element of governance in the United States? This study is organized around four major concerns: What happened in the 33 years after 1973? Why did these extraordinary changes happen in that single generation? What is likely to happen to levels of penal confinement in the next three decades? What changes in law or practice might reduce this likely penal future?

Amidst pandemic and racial upheaval: Where Asian Americans Fit

2020 ◽  
pp. 1-17
Author(s):  
Whitney Hua ◽  
Jane Junn
Keyword(s):  
United States ◽  
Asian Americans ◽  
Racial Inequality ◽  
White Supremacy ◽  
The United States ◽  
Structural Racism ◽  
Global Pandemic ◽  
American Capitalism ◽  
Racial History ◽  
History Of

Abstract As racial tensions flare amidst a global pandemic and national social justice upheaval, the centrality of structural racism has renewed old questions and raised new ones about where Asian Americans fit in U.S. politics. This paper provides an overview of the unique racial history of Asians in the United States and analyzes the implications of dynamic racialization and status for Asian Americans. In particular, we examine the dynamism of Asian Americans' racial positionality relative to historical shifts in economic-based conceptions of their desirability as workers in American capitalism. Taking history, power, and institutions of white supremacy into account, we analyze where Asian Americans fit in contemporary U.S. politics, presenting a better understanding of the persistent structures underlying racial inequality and developing a foundation from which Asian Americans can work to enhance equality.

The Myth of the Latin American Race Monolith: Notes for Future Comparative Research on Racial Inequality in the Americas

2021 ◽  
pp. 003464462199600
Author(s):  
Diego Ayala-McCormick
Keyword(s):  
United States ◽  
Puerto Rico ◽  
Latin American ◽  
Comparative Research ◽  
Racial Inequality ◽  
Census Data ◽  
The United States ◽  
Unemployment Rates ◽  
Racial Ideologies ◽  
Racial Lines

It has become common to compare racial inequality in the United States with a “Latin American” pattern of racial inequality in which egalitarian racial ideologies mask stark socioeconomic inequalities along racial lines. However, relatively few comparative studies exist attempting to analyze variations in degrees of racial inequality in the Americas. To stimulate further research in this area, the following study analyzes census data on racial inequality in unemployment rates, educational attainment, homeownership rates, and income in Brazil, Colombia, Cuba, Puerto Rico, and the United States. The results suggest that while Brazil is similar to the United States in displaying large levels of racial inequality in the areas measured, Cuba and Puerto Rico display significantly lower levels of racial inequality and Colombia falls in between, undermining conceptions of a monolithic Latin American racial system.

The Americans: A Social History of the United States, 1587-1914.

1970 ◽  
Vol 36 (2) ◽  
pp. 267
Author(s):  
James C. Bonner ◽  
J. C. Furnas
Keyword(s):  
United States ◽  
Social History ◽  
The United States ◽  
History Of

American Urban History

Urban Studies ◽  
2021 ◽  
Keyword(s):  
United States ◽  
Social History ◽  
20Th Century ◽  
Urban History ◽  
Population Distribution ◽  
The United States ◽  
Spatial Development ◽  
Late 20Th Century ◽  
Diverse Range ◽  
Historical Profession

American urban history embraces all historiography related to towns, cities, and metropolitan regions in the United States. American urban history includes the examination of places, processes, and ways of life through a broad and diverse range of themes including immigration, migration, population distribution, economic and spatial development, politics, planning, race, ethnicity, gender, and sexuality. Urban history emerged as an identifiable subfield of United States history in the mid-20th century, admittedly well after the establishment of similar areas of inquiry in other professional fields and academic disciplines, particularly sociology. Beginning in the 1930s and 1940s, a small number of academics, led by noted social historian Arthur M. Schlesinger, Sr., commenced the first wave of scholarly interest in American urban history with works on colonial seaports and select 19th-century cities. By the 1950s, urban history coalesced as a recognizable subfield around a reformulation of American history, emphasizing the establishment of towns, rather than the pursuit of agriculture, as the spearhead for the formation and growth of the nation. The 1960s and 1970s witnessed a second round of interest in American urban history, set against the backdrop of the tremendous political and social changes that swept the nation and transformed the historical profession. Through innovative models of scholarship that broke with traditional consensus history, notably pioneering quantitative research methods, a self-identified “new urban history” emerged that emphasized spatial development as well as social, economic, and political mobility, conflict, and change. Over time, this new urban history was largely subsumed within social history, given the fields’ intersecting and overlapping interests in social and political issues viewed through the lenses of race, class, and gender. Social history’s broad focus resulted in an explosion of scholarship that all but dominated the American historical profession by the late 20th century. From the mid-1970s through the 1990s, books with urban settings and themes, most of them well within the camp of social history, won an impressive number of Bancroft prizes and other prestigious awards. Urban history itself has survived—even thrived—without a widely agreed upon canon or dominant research methodology. Scholars continue to make significant contributions to urban history, whether or not they embrace the title of urbanist. Note that attendance at the biannual meetings of the Urban History Association has grown significantly over the last two decades. The sources in this article’s twenty subject headings have been arranged to illustrate the depth and breadth of each prominent theme in the field and are by no means an exhaustive list of such scholarship, but rather a sampling of the most influential and innovative examinations of America’s urban canvas.

scholarly journals Color Crit: Critical Race Theory and the History and Future of Colorism in the United States

2018 ◽  
Vol 50 (1) ◽  
pp. 3-25 ◽  
Author(s):  
Robert L. Reece
Keyword(s):  
United States ◽  
Critical Race Theory ◽  
Racial Inequality ◽  
Census Data ◽  
Black Americans ◽  
The United States ◽  
Skin Tone ◽  
Critical Race ◽  
Race Theory ◽  
American Society

Critical race theory teaches that racism and racial inequality are constants in American society that stand outside of the prejudices of individuals. It argues that structures and institutions are primarily responsible for the maintenance of racial inequality. However, critical race theorists have neglected to formally examine and theorize colorism, a primary offshoot of racial domination. Although studies of colorism have become increasingly common, they lack a unifying theoretical framework, opting to lean on ideas about prejudice and preference to explain the advantages lighter skinned, Black Americans are afforded relative to darker skinned Black Americans. In this study, I deploy a critical race framework to push back against preference as the only, or primary, mechanism facilitating skin tone stratification. Instead, I use historical Census data and regression analysis to explore the historical role of color-based marriage selection on concentrating economic advantage among lighter skinned Black Americans. I then discuss the policy and legal implications of developing a structural view of colorism and skin tone stratification in the United States and the broader implications for how we conceptualize race in this country.

scholarly journals Book Review: Religion and Politics in America: An Encyclopedia of Church and State in American Life

2017 ◽  
Vol 56 (3) ◽  
pp. 219
Author(s):  
Amanda Sprochi
Keyword(s):  
United States ◽  
Church And State ◽  
Religion And Politics ◽  
The United States ◽  
Colonial Era ◽  
American Life ◽  
Politics And Religion ◽  
University History ◽  
History Of

Religion and Politics in America: An Encyclopedia of Church and State in American Life provides an overview of the relationship between politics and religion in the United States. Smith, president of Tyndale International University, history instructor at Georgia Gwinnett College, and Presbyterian minister, with his collaborators, has created a resource that spans the history of the United States from the colonial era to the present day. The 360 entries in the encyclopedia are arranged alphabetically by topic and are signed by the contributor, and each article includes references for further reading. Cross-references, a chronological time line, and a comprehensive index help to identify particular topics and to facilitate further reading.

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