AyoubChLin/northwind_invocies

---
license: apache-2.0
task_categories:
- feature-extraction
- text-classification
language:
- en
tags:
- finance
pretty_name: PDF northwind

---

# Northwind Invoices and Related Documents

This dataset contains a collection of invoices and related documents from the Northwind database, a sample database used by Microsoft for demonstrating database functionalities.

The invoices include information about the customer, the salesperson, the order date, order ID, product IDs, product names, quantities, unit prices, and total prices. The related documents include shipping documents and stock documents.

This dataset was created by [CHERGUELAINE Ayoub](https://www.linkedin.com/in/ayoub-cherguelaine/) & [BOUBEKRI Faycal](https://www.linkedin.com/in/faycal-boubekri-832848199/) for the purpose of classifying company documents. It can be used for document classification and other NLP tasks.

# Northwind Invoices
This dataset contains a collection of invoices generated from the Northwind database, a sample database that represents a fictional food trading company.

The dataset includes invoice information such as the invoice number, customer name, invoice date, product names, quantities, unit prices, and total prices. The data spans over a period of several years and contains information about customers from various countries.

# Data

The dataset contains 2144 rows and 9 columns. The columns are as follows:

Customer Name: The name of the customer who made the purchase.
Salesperson Name: The name of the salesperson who generated the invoice.
Order Date: The date the order was placed.
Order ID: The unique ID of the order.
ProductID: The unique ID of the product.
Products: The name of the product.
Quantities: The quantity of the product ordered.
UnitPrice: The unit price of the product.
Total Price: The total price of the product ordered.

# Acknowledgements

The Northwind database was originally created by Microsoft for use in its Access and SQL Server software, and has been widely used as a sample database for educational and demonstration purposes. This dataset was extracted from the database and made available in CSV format for research purposes.

# Citation

If you use this dataset in your research, please cite it as follows:

```json
@misc{northwind_invoices,
authors = {CHERGUELAINE Ayoub , BOUBEKRI Faycal},
title = {Northwind Invoices},
year = {2023},
publisher = {Hugging Face},
url = {https://huggingface.co/datasets/AyoubChLin/north_wind_invoices},
}

```

原始信息汇总

数据集概述

数据集名称

• 名称: Northwind Invoices and Related Documents

数据集内容

• 描述: 包含Northwind数据库中的发票及相关文档，涉及客户信息、销售人员、订单日期、订单ID、产品ID、产品名称、数量、单价及总价。还包括运输和库存文档。

数据集结构

• 行数: 2144
• 列数: 9
• 列详情:
  • Customer Name: 客户名称
  • Salesperson Name: 销售人员名称
  • Order Date: 订单日期
  • Order ID: 订单唯一ID
  • ProductID: 产品唯一ID
  • Products: 产品名称
  • Quantities: 产品订购数量
  • UnitPrice: 产品单价
  • Total Price: 产品订购总价

数据集用途

• 用途: 用于文档分类和其他NLP任务。

数据集创建者

• 创建者: CHERGUELAINE Ayoub 和 BOUBEKRI Faycal

许可证

• 许可证: Apache-2.0

语言

• 语言: 英语

任务类别

• 任务类别:
  • 特征提取
  • 文本分类

标签

• 标签: 金融

引用格式

• 引用格式: json @misc{northwind_invoices, authors = {CHERGUELAINE Ayoub , BOUBEKRI Faycal}, title = {Northwind Invoices}, year = {2023}, publisher = {Hugging Face}, url = {https://huggingface.co/datasets/AyoubChLin/north_wind_invoices}, }