infinite-dataset-hub/FinTrackClassify

--- license: mit tags: - infinite-dataset-hub - synthetic --- # FinTrackClassify tags: money tracking, classification, finance _Note: This is an AI-generated dataset so its content may be inaccurate or false_ **Dataset Description:** The 'FinTrackClassify' dataset comprises financial transaction records with associated classification labels. The dataset aims to assist ML practitioners in training models for identifying patterns in money tracking behavior. Each record includes transaction details and a label that categorizes the transaction into one of several predefined financial behavior classes. **CSV Content Preview:** ``` id,transaction_date,transaction_type,amount,category,labels 1,2023-01-05,deposit,5000.00,salary,regular_income 2,2023-01-12,withdrawal,150.00,groceries,personal_expense 3,2023-01-15,withdrawal,2000.00,business_debt,financial_liability 4,2023-01-20,deposit,1200.00,savings,income_savings 5,2023-01-25,withdrawal,300.00,entertainment,discretionary_spending ``` The labels for the dataset might include categories such as 'regular_income', 'personal_expense', 'financial_liability', 'income_savings', and 'discretionary_spending'. These labels are hypothetical and would be part of the broader classification problem that the dataset is meant to solve. **Source of the data:** The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '': - **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=FinTrackClassify&tags=money+tracking,+classification,+finance - **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub许可证：MIT 标签： - 无限数据集中心（Infinite Dataset Hub） - 合成数据集（synthetic） # FinTrackClassify 标签：资金追踪、分类、金融 注意：本数据集由人工智能生成，其内容可能存在不准确或虚假信息 **数据集描述：** 「FinTrackClassify」数据集包含带关联分类标签的金融交易记录，旨在协助机器学习（Machine Learning）从业者训练模型，以识别资金追踪行为中的模式。每条记录均包含交易详情与分类标签，可将对应交易归入多个预定义金融行为类别中的一类。 **CSV内容预览：** id,transaction_date,transaction_type,amount,category,labels 1,2023-01-05,deposit,5000.00,salary,regular_income 2,2023-01-12,withdrawal,150.00,groceries,personal_expense 3,2023-01-15,withdrawal,2000.00,business_debt,financial_liability 4,2023-01-20,deposit,1200.00,savings,income_savings 5,2023-01-25,withdrawal,300.00,entertainment,discretionary_spending 本数据集的标签可涵盖「固定收入（regular_income）」「个人支出（personal_expense）」「金融负债（financial_liability）」「储蓄收入（income_savings）」以及「可自由支配支出（discretionary_spending）」等类别。此类标签均为假设性设定，属于本数据集旨在解决的广义分类任务的组成部分。 **数据来源：** 本数据集通过[无限数据集中心（Infinite Dataset Hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)与微软（Microsoft）Phi-3-mini-4k-instruct模型，基于空查询字符串生成： - **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=FinTrackClassify&tags=money+tracking,+classification,+finance - **模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub