text">Amazon Reviews'23 Common Data Processing
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1. Amazon Reviews Dataset(亚马逊评论数据库) Amazon Review Dataset包含数百万条亚马逊客户评论(输入文本)和星级评定(输出标签),用于了解如何训练fastText用于情感分析。该数据集的大小为493MB。 相关链接:https://www.kaggle.com/bittlingmayer/amazonreviews 2. Enron Email Dataset(安然电子邮件数据集) Enron Email...
当前示例数据使用的为“[Amazon Customer Reviews Dataset](Amazon Customer Reviews Dataset)”,数据源在Amazon Global弗吉尼亚区域,若需要在其他区域使用,需要自行同步到个人账号的S3中。 其中需要创建3个表(product\_reviews、customer 、customer\_address) 使用如下命令创建相关schema、table、views ```sql -- 使用公...
Load the reviews dataset into Amazon DocumentDB Navigate to AWS Cloud9, and in a new terminal, run the loader script to start inserting the review dataset into Amazon DocumentDB (the script will run for a few minutes; do not close the terminal): ...
The Amazon dataset includes product reviews under the Musical Instruments category. Similar to this paper, we label users with more than 80% helpful votes as benign entities and users with less than 20% helpful votes as fraudulent entities. we conduct a fraudulent user detection task on the Amaz...
Pass Incentivized Reviews On Oct 3, 2016, Amazon prohibited incentivized reviews, however we still test for them since there are still millions in our dataset. 0% Admitted to receiving an incentive We didn't detect any reviews that used language indicating they were incentivized.Read more about...
Scripts for processing Amazon Reviews 2023 dataset into recommendation benchmarks; Checkpoints & implementations for BLaIR: "Bridging Language and Items for Retrieval and Recommendation"; Scripts for constructing Amazon-C4, a new dataset for evaluating product search performance under complex contexts. Rec...
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On Oct 3, 2016,Amazon prohibited incentivized reviews,however we still test for them since there are still millions in our dataset. <10% Admitted to receiving an incentive We didn't detect any reviews that used language indicating they were incentivized. ...