Predicting and Classifying Solution Words in the Popular Wordle Puzzle Game

The authors developed an ARIMA-based prediction model for the number of reported Wordle results, a regression model based on XGBoost for predicting the distribution of reported results, and a classification model using K-Means clustering and decision trees to categorize solution words by difficulty.