Wine Reviews（葡萄酒评论相关数据集）

Wine Reviews（葡萄酒评论相关数据集）

原文：

Wine Reviews

130k wine reviews with variety, location, winery, price, and description

After watching Somm (a documentary on master sommeliers) I wondered how I could create a predictive model to identify wines through blind tasting like a master sommelier would. The first step in this journey was gathering some data to train a model. I plan to use deep learning to predict the wine variety using words in the description/review. The model still won't be able to taste the wine, but theoretically it could identify the wine based on a description that a sommelier could give. If anyone has any ideas on how to accomplish this, please post them!

This dataset contains three files:

winemag-data-130k-v2.csv contains 10 columns and 130k rows of wine reviews.winemag-data_first150k.csv contains 10 columns and 150k rows of wine reviews.winemag-data-130k-v2.json contains 6919 nodes of wine reviews.

Click on the data tab to see individual file descriptions, column-level metadata and summary statistics.

译：

葡萄酒评论

130k葡萄酒评论，包括品种、位置、酒庄、价格和描述

在看了Somm（一部关于大师侍酒师的纪录片）之后，我想知道如何创建一个预测模型，通过盲品来识别葡萄酒，就像一个大师级的侍酒师一样。这个旅程的第一步是收集一些数据来训练模型。我计划用深入的学习来预测葡萄酒的品种，在描述/评论中使用单词。该模型仍然无法品尝葡萄酒，但理论上它可以根据品酒师的描述来识别葡萄酒。如果有人对如何做到这一点有任何想法，请发表他们！

此数据集包含三个文件：

winemag-data-130k-v2.csv包含10列和130k行葡萄酒评论。winemag-data_first150k.csv包含10列和15万行葡萄酒评论。winemag-data-130k-v2.json包含6919个葡萄酒评论节点。

单击“数据”选项卡以查看单个文件说明、列级元数据和摘要统计信息。

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