Search Interests related to Online Learning Platforms from Different Countries

Please cite the following paper when using this dataset:N. Thakur, K. Khanna, S. Cui, N. Azizi, and Z. Liu, “Mining and Analysis of Search Interests related to Online Learning Platforms from Different Countries since the Beginning of COVID-19”, Proceedings of the 25th International Conference on Human-Computer Interaction (HCII 2023), Copenhagen, Denmark, July 23-28, 2023 (Accepted for Publication) Brief Description of Dataset file - Interest_Dataset.csv:Attribute Name: WeekAttribute Description: Represents the week value. The weeks are numbered from Week 0 to Week 132. Each week is a continuous 7 days, with the exception of Week 0 which refers to 03-11-20 to 03-14-20, the start of which corresponds to the declaration of COVID as a pandemic by the WHO.Attribute Name: Platform Attribute Description: Represents the platform value. Each platform is a prominent online learning platform.Attribute Name: Geo Attribute Description: Represents the country value for the given entry in the form of its ISO Alpha-2 abbreviation. All countries in the dataset are OECD countries, and all OECD countries are present in the data.Attribute Name: InterestAttribute Description: This score, which ranges from 0 to 100, represents the relative interest score provided by Google Trends for the given platform, week and country combination. A score of 100 means it’s the highest interest level present over the entire 132 week span for the given country and platform. Brief Description of Dataset file - TopPerformerQueries.csv: Attribute Name: WeekAttribute Description: Represents the week value. The weeks are numbered from Week 0 to Week 132. Each week is a continuous 7 days, with the exception of Week 0 which refers to 03-11-20 to 03-14-20, the start of which corresponds to the declaration of COVID as a pandemic by the WHO.Attribute Name: PlatformAttribute Description: Represents the platform value. Each platform is a prominent online learning platform.Attribute Name: GeoAttribute Description: Represents the country value for the given entry in the form of its ISO Alpha-2 abbreviation. All countries in the dataset are OECD countries, and all OECD countries are present in the data. Attribute Name: Related_Query Attribute Description: Each query is a trending or rising query for the given platform in the given country in the given week on the Google Trends platform.Attribute Name: TypeAttribute Description: Represents whether the given related query is of type rising or top. Top queries are the absolute most popular queries, while rising queries are queries that have had large spikes in interest over the given week.Attribute Name: Related_Query_Interest_ScoreAttribute Description: This represents the relative interest score for this query by the Google Trends platform. This score is only present for top queries, not rising queries. A score of 100 corresponds to the highest interest query over the given week for that platform and country. Attribute Name: Trending_PercentageAttribute Description: This score represents by what percentage the query increased in interest over the given week, so a score of 200 would mean a rising query doubled versus the previous week. This score is only present for rising queries, not top queries.

请引用以下论文以使用此数据集：N. Thakur, K. Khanna, S. Cui, N. Azizi, 和 Z. Liu, 《基于 COVID-19 起源以来不同国家在线学习平台搜索兴趣的挖掘与分析》，第 25 届国际人机交互会议（HCII 2023）论文集，丹麦哥本哈根，2023 年 7 月 23-28 日（已接受发表）。

数据集文件简要描述 - Interest_Dataset.csv：属性名称：Week（周），属性描述：表示周值。周数从第 0 周至第 132 周编号。每周为连续的 7 天，但第 0 周例外，其时间范围为 2020 年 3 月 11 日至 3 月 14 日，对应世界卫生组织宣布 COVID-19 为大流行的日期。属性名称：Platform（平台），属性描述：表示平台值。每个平台都是知名的在线学习平台。属性名称：Geo（地理），属性描述：表示给定条目的国家值，形式为 ISO Alpha-2 缩写。数据集中的所有国家均为经合组织国家，且所有经合组织国家均包含在数据中。属性名称：Interest（兴趣），属性描述：此分数范围为 0 至 100，代表 Google Trends 为给定平台、周和国家组合提供的相对兴趣分数。分数为 100 表示在整个 132 周的时间跨度内，对于给定国家和平台的最高兴趣水平。

数据集文件简要描述 - TopPerformerQueries.csv：属性名称：Week（周），属性描述：表示周值。周数从第 0 周至第 132 周编号。每周为连续的 7 天，但第 0 周例外，其时间范围为 2020 年 3 月 11 日至 3 月 14 日，对应世界卫生组织宣布 COVID-19 为大流行的日期。属性名称：Platform（平台），属性描述：表示平台值。每个平台都是知名的在线学习平台。属性名称：Geo（地理），属性描述：表示给定条目的国家值，形式为 ISO Alpha-2 缩写。数据集中的所有国家均为经合组织国家，且所有经合组织国家均包含在数据中。属性名称：Related_Query（相关查询），属性描述：每个查询都是给定平台、国家及给定周的 Google Trends 平台上流行的或上升趋势的查询。属性名称：Type（类型），属性描述：表示给定的相关查询是上升型还是顶级查询。顶级查询是最受欢迎的查询，而上升型查询是指在给定周内兴趣大幅上升的查询。属性名称：Related_Query_Interest_Score（相关查询兴趣分数），属性描述：此分数代表 Google Trends 平台为此查询提供的相对兴趣分数。此分数仅针对顶级查询，不包括上升型查询。分数为 100 表示在给定周内，对于该平台和国家，此查询是兴趣最高的查询。属性名称：Trending_Percentage（趋势百分比），属性描述：此分数表示查询在给定周内兴趣增加的百分比，因此分数为 200 表示上升型查询相对于前一周翻倍。此分数仅针对上升型查询，不包括顶级查询。