K-Prototypes con datos de clientes

Exercise

Fitting a linear regression model to estimate the number of arrest charges from arrestee demographic data.

Gibt es einen Zusammenhang zwischen den staatlichen Bildungsausgaben als Anteil am BIP und den durchschnittlichen Schuljahren von Erwachsenen?

CAP4936 In-class Activity 10

An exploratory analysis of the 2019 New York City crime complaint data in R, with an examination of both where and when incidents occured, as well as the recorded age and race characteristics of these suspects.

Developed a data preprocessing pipeline in R to clean, transform, merge, and analyse World Bank datasets using tidyverse. Implemented data tidying, feature engineering, missing value imputation, outlier treatment, and data transformation to produce analysis-ready datasets.