Favourboi/nigeria_housing_analysis

Analysis of Nigeria housing dataset using R. # Nigeria Housing Data Analysis This project analyzes the Nigeria housing dataset using R. It includes: - Data exploration and preprocessing - Statistical analysis (regression, ANOVA) - Machine learning (Random Forest, XGBoost, k-means clustering) - Visualizations ## Files - `housing_analysis.R`: Main R script with all analyses - `nigeria_houses_data.csv` : Dataset ## Requirements - R - Packages: tidyverse, skimr, corrplot, ggplot2, caret, randomForest, xgboost, plotly ## Usage Run `housing_analysis.R` in R or RStudio after installing required packages.