Today, I downloaded the Armed Conflict Location and Event Data (ACLED) of the USA and started off by understanding the dataset’s structure and the meaning of each feature (column). I strived to understand what each column represents to gain a clearer understanding of the dataset. Then, I researched the K-Nearest Neighbors (KNN) and K-Clustering algorithms, examining how these algorithms could be applied to my dataset for analysis.