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.

本数据集收录哥伦比亚各省农业概况，数据来源于哥伦比亚农业与农村发展部开展的市级农业评估（Municipal Agricultural Assessments，简称EVA）。本次分析识别出该国境内10个特色农业区域，分类依据涵盖行政省份、农作物、农作物类别及作物生长周期。数据集共包含206068条省级农业生产记录。为更好地揭示数据集的内在结构，研究人员采用K-means算法完成了聚类分析。