license:mit size_categories:n<1K format:csv modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
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
