地球资源数据云——数据资源详情
印度尼西亚-冠状病毒
该数据集《Indonesia - Coronavirus》主要用于回归/预测任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明：Data Science for COVID - 19 Indonesia (DSCI) Initiative 任务类型：文本回归/预测。 建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：cases.csv, confirmed_acc.csv, jabar.csv 等 9 个文件。 Context COVID - 19 has infected many people in Indonesia, and the number of confirmed cases is increasing exponentially. Indonesia has raised its coronavirus alert to the "Darurat Nasional (National Emergency)" until 29 May 2020. The Java island, especially Jakarta, the capital city of Indonesia, is the most affected region by the coronavirus. Following are the list of available online portals announce the information of COVID - 19, from the public community and provincial (regional) government website in Indonesia. 1. https://www.covid19.go.id/situasi - virus - corona/, by Indonesian National Board for Disaster Management. 2. https://kawalcovid19.id/, by Kawal Covid - 19 Indonesia community.
摘要概览
该数据集《Indonesia - Coronavirus》主要用于回归/预测任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明：Data Science for COVID - 19 Indonesia (DSCI) Initiative
任务类型：文本回归/预测。
建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：cases.csv, confirmed_acc.csv, jabar.csv 等 9 个文件。
Context
COVID - 19 has infected many people in Indonesia, and the number of confirmed cases is increasing exponentially. Indonesia has raised its coronavirus alert to the "Darurat Nasional (National Emergency)" until 29 May 2020. The Java island, especially Jakarta, the capital city of Indonesia, is the most affected region by the coronavirus.
Following are the list of available online portals announce the information of COVID - 19, from the public community and provincial (regional) government website in Indonesia.
1. https://www.covid19.go.id/situasi - virus - corona/, by Indonesian National Board for Disaster Management.
2. https://kawalcovid19.id/, by Kawal Covid - 19 Indonesia community.