Commodity Prices and Weather Data in Kota Singkawang

This dataset contains historical data on chili prices and weather conditions in Kota Singkawang. It includes monthly records of various chili prices, shallot and garlic prices, rainfall levels, number of rainy days, and inflation rates. This dataset is a cleaned and merged version of several publicly available datasets from Statistics Indonesia (BPS). See the attached README file for detailed sources and descriptions. This Data is associated to the paper "PREDICTION OF FOOD COMMODITY PRICES IN KOTA SINGKAWANG USING MACHINE LEARNING: A COMPARATIVE STUDY OF RANDOM FOREST, LINEAR REGRESSION, AND XGBOOST" by Lestari, D. , Bangun, E., Gaol, F. and Matsuo, T.本数据集收录印尼山口洋市（Kota Singkawang）的辣椒价格与气象状况历史数据，涵盖各类辣椒、葱头与大蒜的价格、降雨量、降雨日数以及通货膨胀率的月度记录。本数据集是对印尼统计局（BPS）公开的多份原始数据集进行清洗与整合后的产物，详细的数据来源与说明请参阅附带的README文件。 本数据集关联Lestari D.、Bangun E.、Gaol F.与Matsuo T.合著的学术论文《基于机器学习（Machine Learning）的山口洋市食品商品价格预测：随机森林（Random Forest）、线性回归（Linear Regression）与XGBoost对比研究》。