Affordability for Late Millennial and Gen-Z college grads In the next plot I displayed average used car payments, rent payments and public university student loan payments, each as […]
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Home Buyers
Median home price + Freddie Mac average 30-year fixed mortgage rate (full amt) as percentage of median family income I obtained the unadjusted median sales price (US, CB […]
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Income Gains Over Time – by Quantile
Unequal Financial Gains: See below the income by quantile from 1968 to 2023. Note that the data was obtained from the US Census and was adjusted to 2023 […]
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Predicting Hate Crime Arima Model
The next models that I tried for predicting hate crime was the ARIMA and SARIMA models. It would make sense that there would be autoregressive features in hate […]
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Predicting Hate Crime: Holt Winters Model
For the next part of the project, I analyzed the full data set of hate crimes, not differentiating on bias. My purpose here was to look at Exponential […]
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FBI Hate Crime Data 1991 – 2022
Data Set: https://cde.ucr.cjis.gov/LATEST/webapp/# Introduction Definition A hate crime is classified as such when even a portion of the motivation for the crime is motivated by the perpetrator’s hate […]
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Boston Crime Data – Phase I
I analyzed the Boston crime data from the following Analyze Boston Data (Crime Incident Reports (August 2015 – To Date) (Source: New System) – Datasets – Analyze Boston) […]
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IMDB: Gender Analysis of IMDB Principals
In recent years I have noticed Hollywood movies generally have a token female in most movies, but mostly male characters. When actresses have requested equity in pay, the […]