The data LabourForce.csv was extracted from the Quarterly Labour Force Survey of Quarter 1, 2021 conducted by Statistics South Africa (Stats SA). I have performed a binary (logistic) regression on the dataset, examining and interpreting all variables' categorical levels, while drawing meaningful statistical insights and inferences. Enjoy and please message privately for review.

The dataset Machinery.csv offers information on the amount of money spent on purchasing tractors and related services throughout the production period of 2022-2023 in South Africa. The variables are comprehensively delineated in the data analyses. The utilized skills and competencies gained include: R-programming, R-Markdown, ggplot2 visualizations, Data cleaning, Data pre-processing, Initial data analysis, Data visualizations, Scatterplots and correlation analysis as statistical techniques used to examine relationships between variables, Building regression and linear models, Analyses of simple and multiple linear regression, Diagnostic plots and assessment of the validity of regression assumptions, Regression analysis with categorical data, Addressing outliers and influential observations, and so on.