Thomas Van Zuiden’s Post

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Data Science @ Interac | Machine Learning | Data Story-telling | Fraud

The language used to describe world events, especially by the media matter. I want to post more content I find critical in data and data-storytelling, especially when it helps me understand the nature of events happening in our world. The following is a powerful illustration of a Sentiment Analysis, on how western media has covered the ongoing conflict between Israel and Palestine:  created by the extraordinary Mona Chalabi (a Pulitzer Prize winning and Emmy-nominated illustrative data journalist).  https://lnkd.in/exC26CS6 In the word count data, Palestinians are only referred to more frequently in a few instances, most notably “killed” and “died”. This generates a narrative that, yes, shows tragedy (quantitatively), but simultaneously dehumanizes a significant number of victims and creates emotional distance for readers, who are not being asked to relate to these victims as, “mothers”, “fathers”, “sons”, “daughters”, “friends”, “colleagues”, “teachers”, “doctors”, “business people”, etc. Instead we simply see numbers that continue to climb, yet who these people are, is erased. In the grand scheme of things, mine is just another post in a chorus calling for a more critical examination of our western media diet. There is a lot more that can be unpacked from this analysis. The data analysis and visualization was conducted and created by Mona Chalabi (see more of her works at: https://lnkd.in/ePAybhHX). The scraping for this analysis was done by Jan Lietava (https://lnkd.in/eRYQteSD) and Dana Najjar (https://lnkd.in/eW6T3Sx5). Please check them all out, they do important work.

Mona Chalabi on Instagram: "While Israeli victims are documented as people who were loved, Palestinians are uprooted, even in death. They’re not described as fathers or mothers, daughters or sons - they’re simply dead bodies. This summary doesn’t fully capture all the dehumanisation that is often present in the language of journalism. For example, Palestinian deaths are often mentioned in the cont

Mona Chalabi on Instagram: "While Israeli victims are documented as people who were loved, Palestinians are uprooted, even in death. They’re not described as fathers or mothers, daughters or sons - they’re simply dead bodies. This summary doesn’t fully capture all the dehumanisation that is often present in the language of journalism. For example, Palestinian deaths are often mentioned in the cont

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