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Exploratory arrest analysis #47

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josh-chamberlain opened this issue Oct 29, 2024 · 3 comments
Open
2 tasks done

Exploratory arrest analysis #47

josh-chamberlain opened this issue Oct 29, 2024 · 3 comments
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@josh-chamberlain
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josh-chamberlain commented Oct 29, 2024

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  • Review the collected data referenced here
  • Leave a comment on this issue
    • Is there enough information at the sources referenced to understand the types of arrests being made in agencies in the county?
    • If not, are there other potential sources for arrest records?
@josh-chamberlain josh-chamberlain changed the title Look at the data from the above project, which was collected but not downloaded or analyzed Progress arrest analysis Oct 29, 2024
@josh-chamberlain josh-chamberlain changed the title Progress arrest analysis Exploratory arrest analysis Oct 29, 2024
@BBarr-PDAP
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There is enough information from the WPRDC to perform an analysis on arrest trends in Allegheny County. The one issues I foresee, if the analysis requires it, is providing the portion of type of arrest (such as percentage of arrests which are theft, traffic violation, marijuana, assault, etc.). I do believe that the column INCIDENTZONE would capture the question of arrests for each agency because, implicitly, each zone is made up of the different agencies. Therefore, if the zone of the agency is known, then Zone would capture the type and characteristics of arrests by that agency.

@josh-chamberlain
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josh-chamberlain commented Nov 12, 2024

@BBarr-PDAP thanks for looking at it. Types of arrest are important to the question. Can we get those from the CDE website?

there are also crime maps, which are not exactly the same as arrest logs but more commonly posted online.

If we can't get types of arrest, we could focus on just the Pittsburgh data, which do contain types. We should focus the analysis on types of arrest, rather than the demographics which were not requested.

BBarr-PDAP added a commit that referenced this issue Nov 12, 2024
…issues/47

Here is a rough draft for the arrest data analysis. There are four graphs so far: line graph on arrest trends over time, arrest rate by zone, arrest rate for race by year, and arrest rate for race by zone.
@josh-chamberlain
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If you do just go by Pittsburgh data, I wonder how you should go about doing types? There are codes for the arrests, maybe that's a clue?

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