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<!DOCTYPE html>
<html>
<head>
<title>Police Brutality in the United States</title>
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<div id="map"></div>
<div id="features">
<section id="title" class="active">
<div class="column-center">
<h1>Police Brutality in the United States</h1>
<p>Why has police brutality persisted in the United States? What makes it such a difficult problem, and where does data fit into all this?</p>
<p class="authors">An interactive data exploration by Allan Garcia-Zych, Jodi Huang, and Tanya Yang</p>
</div>
</section>
<section id="adam-toledo">
<div class="column-left">
<h2>Adam Toledo</h2>
<p>
On March 29, 2021, Adam Toledo, a 13-year-old Latino boy,
was shot and killed by Chicago Police Department (CPD) officer
Eric Stillman in the Little Village neighborhood on the
West Side of Chicago. A few hours after the shooting, the
CPD described the incident in a tweet as an "armed confrontation."
</p>
</div>
</section>
<section id="span-us">
<div class="column-left">
<h2>Deaths By Police Brutality, Across the United States</h2>
<p>
Each dot on the map underneath represents a fatal police shooting, from
the Washington Post's <a href="https://github.com/washingtonpost/data-police-shootings">Fatal Force</a>
dataset, containing records of every fatal shooting in the United States by a police officer in the line of duty
since January 1st, 2015. Adam Toledo is one of them.
<br><br>
It barely begins to capture the full picture of police brutality in the United States – for example, George Floyd, whose murder sparked
nationwide and global protests for the #BlackLivesMatter movement and against police brutality, isn't in this dataset because there was
no gun involved.
<br><br>
The people and stories in the map might be familiar to you – they've flashed across major news outlets along with countless others, to the point that
some, especially with the privilege to be detached, might be a little desensitized to the issues of police brutality. However, we need to better understand how serious of an issue this is
beyond the sheer number of people killed.
</p>
</div>
</section>
<section id="why">
<div class="column-left">
<h2>How has police brutality persisted as an issue?</h2>
<p>
Police brutality is a systemic issue with multiple facets, from racism to the militarization of our police to missing data for how serious the
problem actually is. If we look at police killings for the year 2021 thus far (data collected up to April 21, 2021), we find that there have only
been three days where there have been zero police killings.
</p>
<div id="d3-calendar" class="row-center"></div>
<p>
Through examining the various layers of police brutality, we hope to deepen understanding surrounding this complex issue. We'll start
with an examination into how police brutality intersects with race and trickles down further into covering up deaths. We'll then examine the militariziation
of the police as well as stagnated avenues to change, and close with highlighing the significance of missing data.
</p>
</div>
</section>
<section id="marginalized-communities">
<div class="column-left">
<h2>Police brutality disproportionately affects marginalized communities</h2>
<div class="row-center">
<div id="d3-population"></div>
<div id="d3-racism"></div>
</div>
<p>
Estimations for the the percentage of race and Hispanic origin <a href="https://www.census.gov/quickfacts/fact/table/US/PST045219">(as of July 1, 2019)</a> are depicted in the pie chart on the left. If we dive
deeper into deaths by police brutality in the pie chart on the right, we see some shifting in the distribution.
</p>
<p>
From the growth of certain sectors, we find significant shifts particularly with Black deaths – while Black people constitute
approximately 13.4% of the overall population, they make up 28% of deaths by police brutality, from Mapping Police Violence's <a href="https://mappingpoliceviolence.org/aboutthedata">data collected from 2013 to present day</a>.
</p>
</div>
</section>
<section id="sickle-cell">
<div class="column-left">
<h2>The Insidious Extension of Race</h2>
<p>
Like 1 in 13 Black Americans, Lamont Perry was born with sickle cell trait, and he died while fleeing the police through
the woods of Wadesboro, North Carolina. The state medical examiner attributed his death to sickle cell trait, concluding that
he had died by accident.
</p>
<p>
On May 15, 2021, the NYTimes <a href="https://www.nytimes.com/2021/05/15/us/african-americans-sickle-cell-police.html?campaign_id=9&emc=edit_nn_20210516&instance_id=30943&nl=the-morning®i_id=81947204&segment_id=58211&te=1&user_id=95d7a0886d09bc2efc9c0403062e96ed">revealed a detailed examination</a> of autopsy records, court filings, and police reports – bringing
to light how many Black people in custody whose deaths were labeled as undetermined, accidental, or natural. Sickle cell trait,
the possession of one of the two genes necessary for sickle cell disease, affects millions
of people throughout the world but is more common among Black people. The condition is almost always benign on its own,
but American pathologists have used the condition to rule the in-custody deaths of Black people as accidents or natural occurrences.
</p>
</div>
</section>
<section id="adam-toledo2">
<div class="column-left">
<h2>Adam Toledo, and Reflections on Police, Gangs, and Race</h2>
<div class="row-left">
<p class="half">
Adam Toledo was killed in Little Village, a predominantly Mexican community on Chicago's West Side. Many neighborhood residents
put in effort to argue that his death didn't matter because he had a gun – <a href="https://www.injusticewatch.org/news/police-and-prosecutors/2021/adam-toledo-little-village-police-gangs/">they raised concerns that the thirteen year-old was a gang member</a>, and some
even vilified Adam and his family. While it's unclear if he was a member, the mere assumption of him being one flattens his death to a consequence from
being with the wrong crowd, rather than a tragedy that reflects disinvestment from communities, housing and racial discrimination, and efforts to curb gun violence.
</p>
<img src="img/justice-for-adam.jpeg" class="half"/>
</div>
<p>According to this mom, Adam was a happy boy who liked to ride bikes with his siblings and play with Hot Wheels cars.</p>
</div>
</section>
<section id="militarization">
<div class="column-left">
<h2>The Militarization of Police</h2>
<p>
In the early 1990s, Congress authorized the Department of Defense to transfer excess military equipment to
law enforcement agencies across the United States. In 1997, this program was made permanent under section 1033 of the
National Defense Authorization Act (NDAA), and henceforth referred to as the "1033 program" in reporting. The kinds of equipment
made available to Law Enforcement Agencies (LEAs) under the program vary, from relatively benign, uncontrolled items, such as raincoats and office equipment,
to rifles and armored vehicles, which are categorized as controlled equipment. Even today, the majority of the items distributed are in the former category, and represent an efficient
way to avoid wasting taxpayer funds. However, even though controlled items loaned are far fewer in number, their values, and the ensuing savings
afforded to LEAs, dominate the total value of equipment distributed.
</p>
<h4>Cumulative Value of 1033 Program Equipment Over Time, Organized by DoD DEMIL Code</h4>
<div id="d3-militarization"></div>
<p>
This stacked area plot makes use of data from the Massachusetts ACLU, which tracked all of the equipment provided to LEAs since the early 1990s. Tracked along with the
dollar value of items, and the agencies to which they are provided, are DoD <a href="https://www.dla.mil/HQ/LogisticsOperations/Services/FIC/DEMILCoding/DEMILCodes/">"DEMIL Codes"</a>, which guide policies for demilitarizing different types of
military equipment when they leave DoD control. They can be used to roughly distinguish between the categories of equipment given to LEAs through the 1033 program.
</p>
<ul>
<li><p>A : Mostly benign, uncontrolled materials, which "present a low risk when released out of DoD control.</p></li>
<li><p>B and Q: Require "mutilation to the point of scrap" either worldwide, or when disposed of outside of the United States. Inlcludes items like night vision goggles, some electronic equiipment,
and certain vehicles.</p></li>
<li><p>D : Includes most firearms, which require destruction beyond the opint of repair and reuse.</p></li>
<li><p>C : Require removal and destruction only of certain key components. Includes most vehicles, from helicopters to trucks, to the Armored Personnel Carriers popular with SWAT teams and riot police.</p></li>
</ul>
<p>
Notably, after the end of large scale deployments in Iraq around 2010, the value and number of items with DEMIL code "C" rose massively.
</p>
<p>
It is important to note that not all of the armored vehicles used by police in the United States are acquired through this program. In fact, many of the largest
police departments are sufficiently well funded to afford purchasing these items outright. However, this data demonstrates that amid growing outrage against
police tactics and violence, many LEAs, across the country are only becoming better armed and equipped.
</p>
</div>
</section>
<section id="breonna-taylor">
<div class="column-left">
<h2>No Knock Warrants and Breonna Taylor's Death</h2>
<div class="row-left">
<div class="column-left half">
<p>
Louisville police officers used a battering ram to enter Breonna Taylor's apartment at around midnight on March 13, investigating whether the apartment was being used to receive packages for a drug selling operation.
Breonna Taylor's boyfriend, Kenneth Walker, feared that her ex-boyfriend was trying to break in and fired a gun once after the police broke the door off its hinges. The police responded by firing back, and their
shots struck Breonna five times. While she received no medical attention, the officers at the scene called an ambulance to the scene and aided their shot colleague.
</p>
<p>
Vehicles and tactics used to fight the "War on Terror" are now being deployed in response to domestic protests and used to execute these kinds of no-knock warrants. Breonna Taylor was killed during a drug
raid on her home – <a href="https://www.npr.org/2020/07/01/885942130/militarization-of-police-means-u-s-protesters-face-weapons-designed-for-war">she was not killed by a SWAT team, rather a police team using SWAT team
tactics without the relevant training</a>.
</p>
</div>
<img src="img/breonna.jpeg" class="half">
</div>
<p>
Breonna Taylor was a big sister, daughter, godmother, and a best friend who dreamed of caring for the tiniest, most helpless of humans. She planned to study to become a nurse.
</p>
</div>
</section>
<section id="accountability">
<div class="column-left">
<h2>The Legislative Approach</h2>
<h3>Bills Introduced in 2020 and 2021, Organized by State and Status</h3>
<div id="leg_container"></div>
<p>
This stacked bar chart shows the number of bills introduced in each U.S. state's legislature, as well as their status as of earlier this month. The data was obtained from the
National Conference of State Legislatures, which utilizes LexisNexis to catalog bills. To fit on the page, only the 20 states with the largest number of bills are included. Every state
legislature functions slightly differently, and operate under their own political climates, leading to natural variations in the number of bills and their passage rates. Minnesota, rocked
by the killing of George Floyd in 2020, saw a large number of introduced bills, along with a high failure rate, indicating a resistance to reform
among the political establishment, even amidst widepread public outrage.
</p>
</div>
</section>
<section id="data-incompleteness">
<div class="column-left">
<h2>Missing Data</h2>
<p>
A significant challenge facing the push for police reform is the lack of complete data on
policing in the United States. The FBI collects and publishes detailed crime statistics, but data on
police practices and conduct are relatively sparse and disjoint. Recently, amid the push for police reform,
the FBI announced the creation of a national use of force database, and called for individual law enforcement
organizations to participate. The FBI will not begin releasing the actual use of force data until they reach 80% participation.
A comprehensive collection of use of force data would allow researchers to better study racial bias in policing,
increase transparency of police practices, and facilitate greater accountability for problem agencies.
</p>
<p>
As of late 2019, 40% of agencies had enrolled in the program, triggering
the release of the inital participation data displayed in the map below. States colored dark red are near full
participation, while many agencies in lighter colored states have yet to enroll.
</p>
<!-- <h2>State by State Participation in the FBI Use of Force Database</h2> -->
</div>
</section>
<section id="next">
<h2>Where might we go from here?</h2>
<p>Americans' attitudes about police violence have changed dramatically in recent years. In 2015, 66% of Americans agreed
that police violence was at least a moderately severe problem in this country. By 2020, in the wake
of George Floyd's death, <a href="https://apnews.com/article/us-news-ap-top-news-racial-injustice-politics-police-728b414b8742129329081f7092179d1f">
nearly 80% agreed</a> with the same statement. However, progress against police violence will require more than a shift in public opinion.
</p>
<p>
Police brutality is a complex problem driven by a variety of factors. Some are explored here, and others are explained elsewhere.
To turn the tide against this violence, specific, decisive, and determined action is required on all of them.
</p>
</section>
<section id="resources">
<div class="column-left">
<h2>Resources</h2>
<p>
Because of how complex of an issue police brutality is, one of the first places to start is towards
better data collection and maintenance. The authors drew heavily from these few datasets, while many are also still being
developed.
</p>
<ul>
<li><p><a href="https://www.washingtonpost.com/graphics/investigations/police-shootings-database/">Fatal Force Database</a>: The Washington Post keeps an updated log of every fatal shooting by an on-duty police officer in the United States along with analysis and visualizations using the database.</p></li>
<li><p><a href="https://mappingpoliceviolence.org/">Mapping Police Violence</a>: This research initiative aims to quantify the impact of police violence using databases and visualizations. It allows users to explore different aspects of police violence and provides ways to contribute to change, such as finding and demanding action from representatives.</p></li>
</ul>
<p>Many explanatory journalism efforts help unpack issues of police brutality. Some of the authors' favorites are listed below.</p>
<ul>
<li><p><a href="https://www.vox.com/2020/6/1/21277013/police-reform-policies-systemic-racism-george-floyd">This Vox article</a> covers the expertise of nine
criminal justice experts and how we should approach police reform.</p></li>
<li><p><a href="https://www.nytimes.com/interactive/2020/06/13/magazine/police-reform.html">This NYTimes article</a> is a discussion with five experts and
organizers, especially with their perspectives concerning systemic racism and inequality.</p></li>
</ul>
<p>Finally, if you're looking to actively work towards change or methods to help:</p>
<ul>
<li><p><a href="https://civil.services/my-elected-officials">Civil Services</a>: Find your elected officials, their contact information, and their political history to demand change.</p></li>
<li><p>Check out<a href="https://bailfunds.github.io/"> this list of bail funds</a> for protestors across the United States.</p></li>
<li><p><a href="https://www.aclu.org/news/free-speech/know-your-rights-while-protesting-police-brutality/">Get educated on your rights when protesting.</a></p></li>
<li><p>Get to know your community better – see what goes on at the city level and what impact you can make starting at the community you're situated in.</p></li>
</ul>
<p><a href="https://github.com/6859-sp21/final-project-police-brutality">Source code for this project is available here.</a></p>
</div>
</section>
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