地球资源数据云——数据资源详情
咖啡店销售
该数据集《Coffee Store Sales》主要用于监督学习任务，数据形态以文本为主，应用场景偏向文本内容分析。 题目说明：Coffee Shop Sales Dashboard 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：未检测到标准 CSV，可优先查看目录中的索引或说明文件。 This dataset captures daily sales transactions from a coffee shop in Cape Town over March 2024. It includes transaction timestamps, payment types (card/cash), coffee product names, and revenue per transaction. The dataset is designed to help explore customer habits and business performance — perfect for time series analysis, data visualization, or beginner - friendly data analytics projects. Columns Description Column: What it means date Transaction date (YYYY/MM/DD) datetime: Exact timestamp of the transaction cash_type: Payment method (card or cash) card: Anonymized customer ID (card - based loyalty) money: Amount spent per transaction (in South African Rand) coffee_name: Type of coffee purchased Possible analyses Trend of transactions and sales by day of the week (Monday–Sunday) Revenue distribution by coffee type
摘要概览
该数据集《Coffee Store Sales》主要用于监督学习任务，数据形态以文本为主，应用场景偏向文本内容分析。 题目说明：Coffee Shop Sales Dashboard
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：未检测到标准 CSV，可优先查看目录中的索引或说明文件。
This dataset captures daily sales transactions from a coffee shop in Cape Town over March 2024. It includes transaction timestamps, payment types (card/cash), coffee product names, and revenue per transaction.
The dataset is designed to help explore customer habits and business performance — perfect for time series analysis, data visualization, or beginner - friendly data analytics projects.
Columns Description Column: What it means date Transaction date (YYYY/MM/DD) datetime: Exact timestamp of the transaction cash_type: Payment method (card or cash) card: Anonymized customer ID (card - based loyalty) money: Amount spent per transaction (in South African Rand) coffee_name: Type of coffee purchased
Possible analyses Trend of transactions and sales by day of the week (Monday–Sunday)
Revenue distribution by coffee type
常见问题
咖啡店销售是什么？
该数据集《Coffee Store Sales》主要用于监督学习任务，数据形态以文本为主，应用场景偏向文本内容分析。
咖啡店销售是什么数据格式？坐标系是什么？
数据格式为 CSV。
咖啡店销售的时间频率是什么？
该数据集时间尺度包含日尺度。
咖啡店销售包含哪些字段或指标？
主要字段或指标包括What it means date Transaction date (YYYY/MM/DD) datetime: Exact timestamp of the transaction cash_type: Payment method (card or cash) card: Anonymized customer ID (card - based l…。
如何获取并引用咖啡店销售？
在本页登录后即可下载。建议引用格式：地球资源数据云. 咖啡店销售. https://www.gis5g.com/dataset/2031264048312913921