Analysis of Kmeans crop results

The dataset at hand comprises departmental agricultural profiles for Colombia, based on Municipal Agricultural Assessments (EVA) conducted by the Ministry of Agriculture and Rural Development. The analysis uncovers ten distinct agricultural regions in the country, categorized by departments, crops, crop groups, and crop cycles. The dataset includes 206,068 records of agricultural production by department. To better understand the underlying structure of the data, a cluster analysis was performed using the K-means algorithm.

本数据集涵盖哥伦比亚各省域农业概况，数据源自哥伦比亚农业与农村发展部开展的市级农业评估（Municipal Agricultural Assessments, EVA）。本次分析揭示了该国十个特色鲜明的农业区域，划分依据涵盖行政省域、作物品类、作物组别及作物生长周期。数据集包含206068条各省域农业生产记录。为深入解析数据集的内在结构，研究团队采用K-means算法开展了聚类分析。