Question Description
WORKING WITH DATA
DEVELOPING INTIMACY WITH YOUR DATA
SUBJECT: Police Killings
This exercise involves you working with an already acquired datasetto undertake the remaining three key steps of examining, transformingand exploring your data to develop a deep familiarisation with itsproperties and qualities. This spreadsheetprovides you with two contrasting worksheets showing snapshot detailsof recorded deaths caused by US law enforcement agencies, from TheGuardian (“The Counted“) and the Washington Post (“Fatal Force“). For each dataset:
Examination: Articulate the meaning of the data(its representativeness and phenomenon) and thoroughly examine thephysical properties (type, size, condition) noting down yourdescriptions in each case. Compare what the two datasets offer andcontrast their differences.
Transformation: What could you do/would you need todo to clean or modify the existing data? What other data could youimagine would be valuable to consolidate the existing data?
Exploration: Use a tool of your choice (commonrecommendations would be Excel, Tableau, R) to visually explore the twodatasets separately in order to deepen your appreciation of theirphysical properties and their discoverable qualities (insights) to helpyou cement your understanding of their respective value.
Write a 3 – 5 page paper of your analysis.
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