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BLM-Data-Story

Don't wait until it's too late to protest against police brutality

Abstract

In 2013, the Black Lives Matter (BLM) movement emerged in response to the police brutality experienced by Black people in the United States. The movement has become increasingly popular, presumably due to the myriad protests that have been organized since its inception. However, its popularity has sparked mixed sentiment within America’s socio-political landscape. Thus, we analyze how select mediatized protests have impacted discourse on the movement. We focus on the fact that although a civilan is killed by the police **EVERY SINGLE DAY,** the media only sensationalizes certain cases, and then moves on and stops discuissing the problem. Additionally, we show how too much attention is given to “counter-movements” and we see the efforts to diminsh the impact of Black Lives Matter.

The Fight Against Police Brutality Should Be An Everyday Struggle

Alton Sterling, Stephon Clark, or more recently Breonna Taylor and George Floyd have tragically become symbols of the struggle against police violence. The US police is indeed often involved in a lot of cases of racial persecution towards minorities, and in reaction, there have been many protests to try to change this constant harassment. But Black Lives Matter fights against all forms of police brutality which is much too frequent. In fact, it is every day as we see below.

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We map the killings over time starting from 2015 and see that it is a nationwide problem.

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According to the Washington Post [1], 918 persons have been shot and killed by police in the past year. By doing a short analysis between 2015 and today with their database and normalizing each killed race by the number of the US inhabitant of the same race, it shows that black Americans are killed by police more than twice as high as the rate for white Americans.

If we look at the proportion of people killed by the police according to their race is higher than white people. Some detractors of the BLM movement might be tempted to say that the police officers did not have other choice but to kill them, justifying their action by self-defense. However, if the victims are unarmed, then they can not be threatening the level of the police officer. Anoher argument is that they may have been fleeing the scene and thus they were killed to be stopped… but last time I checked police aren’t supposed to kill guilty peopel either! Let’s then look at the proportion if unarmed people. This gives the plot on the bottom. Unarmed Black people are 3 times more likely to be killed by the US police than white people. Where is the self-defense here ?

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Black Lives Matter movement in Quotebank

Quotebank is a dataset of quotations gathered from the US news. Police violence is a controversal issue in the US, and there are of course people defending the civil rights of all citizens in the US, no matter the color of their skin, and the ones that criticize the movement and the protests linked to it. The quotations are therefore a mix of support and criticism of the BLM movement. The dataset we used contains the years from 2015 to 2020 and the quotations related to the BLM movement and police brutality in a more general way and contains about 700000 quotations. This shows that the topic is not anecdotal, and whether the speakers of the quotations talk about this topic in a positive or negative way, they talk about it a lot, but is it enough? Focusing on specific periods of time, we aim to show that everytime a Black person is killed by the police, the subject is more present in the news. Do Americans need Black young people to die to take action against police violence? As shown on the map above, many Black people are killed by the police every year, but are their deaths less significant if they are not mediatised ?

Who is talking about BLM and protest brutality

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Not surprisingly, the proportion of males in our speakers is much higher than other genders, however, in the US men are yet not more numerous than women for example. One explanation could be that they are more likely to talk to the press, or maybe they are taken more seriously than other genders. The topic of police brutality does not make an exception, as it is mosly discussed by males.

Moreover, most people mentioning the topic are middle aged and old people. Once again, this is probably representative of the proportion of this category of people in the news in general.

Those categories of people are the ones that are the less often discredited and whose voices are listened to in the press. They should raise awareness about racism. Not only in the days or weeks following the terrible death of a 12-year-old Black boy to bring the issue to the table, not when the hot topic is already all over the twittosphere, not when it’s too late.

Their lives matter !

There have been many unlegitimate police killings, some have made the headlines while others have been hidden under the carpet. We do not consider those last cases less important than the more mediatized death, but for a better analysis we focused on people that tragically became famous after beeing unlegitimately killed by police, to highlight the tendency of the speakers wait for a mediatized death to take action.

The analysis of the dataset and our knowledge of US history gave us the following list of sadly famous people, associated to the date on which they were killed : Walter Scott, Sandra Bland, Philando Castile, Alton Sterling, Terence Crutcher, Stephon Clark, Botham Jean, Jordan Edwards. We added to this list the name of Colin Kaepernick and associated it with the date on which he knelt at the start of NFL games to protest against police brutality.

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Here are all the occurrences of quotations talking about the BLM movement and police brutality, on top of which we can see the dates at which the most mediatized victims of police abuse died, and also the protestation of Colin Kaepernick. It clearly appears that the pic in occurrences of our topic matches those dates, this emphasizes the fact that our speakers tend to discuss police brutality only because some totally unjustified deaths remind them that racism is all over the country.

The quotations we had were only covering the years from 2015 to 2020. Nevertheless, victims of police violence did not start in 2015. For example, the filtered dataset is refering a lot to Trayvon Martin, a young boy killed in February 2012 and whose killer was never charged with murder. His name is specifically mentionned in the days following the particular dates we selected.

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Normalized increase of occurrrences over time
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It also seems that people protesting about BLM or being killed in those years had a higher impact on our speakers.

We still have a far way to go to solve the problem of police brutality. Here are some wordclouds that show current feelings towards BLM and police:

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And even when BLM becomes relevant, others try to diminish the impact by saying things like “White Lives Matter” or “Blue Lives Matter.”

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