地球资源数据云——数据资源详情
该数据集《COVID - 19 and its Impact on Students》主要用于监督学习任务,数据形态以文本为主,应用场景偏向医疗健康。 题目说明:Impact of COVID - 19 outbreak on Education, Mental health, and Daily Routine 任务类型:文本监督学习。 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:COVID - 19 Survey Student Responses.csv。 COVID - 19 and its impact on education, social life and mental health of students: A Survey Link to the paper In this study, a cross - sectional survey is conducted with a sample size of 1182 students of different age groups from different educational institutions in Delhi National Capital Region (NCR). Citation @article{CHATURVEDI2020105866, title = "COVID - 19 and its impact on education, social life and mental health of students: A Survey", journal = "Children and Youth Services Review", pages = "105866", year = "2020", issn = "0190 - 7409", doi = "https://doi.org/10.1016/j.childyouth.2020.105866", url = "http://www.sciencedirect.com/science/article/pii/S019074092032288X", author = "Kunal Chaturvedi and Dinesh Kumar Vishwakarma and Nidhi", keywords = "Children and Youth, Covid - 19, Impact, Online Education, Mental Health, Students", }

该数据集《COVID - 19 and its Impact on Students》主要用于监督学习任务,数据形态以文本为主,应用场景偏向医疗健康。 题目说明:Impact of COVID - 19 outbreak on Education, Mental health, and Daily Routine
任务类型:文本监督学习。
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:COVID - 19 Survey Student Responses.csv。
COVID - 19 and its impact on education, social life and mental health of students: A Survey Link to the paper
In this study, a cross - sectional survey is conducted with a sample size of 1182 students of different age groups from different educational institutions in Delhi National Capital Region (NCR).
Citation
@article{CHATURVEDI2020105866, title = "COVID - 19 and its impact on education, social life and mental health of students: A Survey", journal = "Children and Youth Services Review", pages = "105866", year = "2020", issn = "0190 - 7409", doi = "https://doi.org/10.1016/j.childyouth.2020.105866", url =
"http://www.sciencedirect.com/science/article/pii/S019074092032288X", author = "Kunal Chaturvedi and Dinesh Kumar Vishwakarma and Nidhi", keywords = "Children and Youth, Covid - 19, Impact, Online Education, Mental Health, Students", }