{"title":"COVID-19蓝调:大数据分析","authors":"Yooha Lim","doi":"10.23844/KJCP.2021.05.33.2.829","DOIUrl":null,"url":null,"abstract":"The purpose of this study was to analyze big data related to the “ Corona Blues ” to explore major issues and meanings. The data were collected using web crawling from January through August, 2020, and analyzed using semantic network analysis. The results indicated that the top keywords related to Corona Blues were depression, overcoming, prolongation, mind, and anxiety. Topic modeling indicated that the main topics were psychological difficulties, mental health services, youth support, overcoming the corona virus, and medical interest. Additionally, the top N-gram keywords in positive data were depression-overcoming, and emotional guard-overcoming. On the other hand, the top N-gram keywords in negative data were depression-helplessness, and anxiety-helplessness. Big data analysis reveals the need for continuity of care and psychological support for Corona Blues. Implications for counseling intervention and recommendations for further research are provided.","PeriodicalId":121862,"journal":{"name":"THE KOREAN JOURNAL OF COUNSELING AND PSYCHOTHERAPY","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"COVID-19 Blues: A Big Data Analysis\",\"authors\":\"Yooha Lim\",\"doi\":\"10.23844/KJCP.2021.05.33.2.829\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this study was to analyze big data related to the “ Corona Blues ” to explore major issues and meanings. The data were collected using web crawling from January through August, 2020, and analyzed using semantic network analysis. The results indicated that the top keywords related to Corona Blues were depression, overcoming, prolongation, mind, and anxiety. Topic modeling indicated that the main topics were psychological difficulties, mental health services, youth support, overcoming the corona virus, and medical interest. Additionally, the top N-gram keywords in positive data were depression-overcoming, and emotional guard-overcoming. On the other hand, the top N-gram keywords in negative data were depression-helplessness, and anxiety-helplessness. Big data analysis reveals the need for continuity of care and psychological support for Corona Blues. Implications for counseling intervention and recommendations for further research are provided.\",\"PeriodicalId\":121862,\"journal\":{\"name\":\"THE KOREAN JOURNAL OF COUNSELING AND PSYCHOTHERAPY\",\"volume\":\"35 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-05-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"THE KOREAN JOURNAL OF COUNSELING AND PSYCHOTHERAPY\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23844/KJCP.2021.05.33.2.829\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"THE KOREAN JOURNAL OF COUNSELING AND PSYCHOTHERAPY","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23844/KJCP.2021.05.33.2.829","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The purpose of this study was to analyze big data related to the “ Corona Blues ” to explore major issues and meanings. The data were collected using web crawling from January through August, 2020, and analyzed using semantic network analysis. The results indicated that the top keywords related to Corona Blues were depression, overcoming, prolongation, mind, and anxiety. Topic modeling indicated that the main topics were psychological difficulties, mental health services, youth support, overcoming the corona virus, and medical interest. Additionally, the top N-gram keywords in positive data were depression-overcoming, and emotional guard-overcoming. On the other hand, the top N-gram keywords in negative data were depression-helplessness, and anxiety-helplessness. Big data analysis reveals the need for continuity of care and psychological support for Corona Blues. Implications for counseling intervention and recommendations for further research are provided.
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