infinite-dataset-hub/ContractNonStandardsAnalysis

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# ContractNonStandardsAnalysis

tags: regression, legal predictive modeling, risk assessment

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:** The dataset titled 'ContractNonStandardsAnalysis' comprises various textual excerpts from contracts identified as containing non-standard terms. Each row in the dataset represents a contract snippet with associated features that might be relevant for regression analysis or legal predictive modeling in the context of risk assessment. The dataset is intended to help machine learning practitioners develop models that can automatically detect and analyze the implications of non-standard contractual terms.

**CSV Content Preview:**

```csv

"snippet_id","contract_text","non_standard_terms","potential_risk_factor","label"

"001","This Agreement may be amended by mutual written consent of the parties.","ambiguous scope of amendment","High","Ambiguity Risk"

"002","Payment shall be made in gold coins or equivalent value.","uncommon payment method","Medium","Payment Method Risk"

"003","The lessee shall not assign this lease without the lessor's prior written consent.","non-standard assignment clause","Medium","Assignment Risk"

"004","The lessee must comply with all applicable laws at the time of the lease commencement.","ambiguous compliance obligation","High","Compliance Risk"

"005","In case of early termination, the lessee shall compensate for lost rent up to 6 months.","unusual termination compensation","Low","Termination Risk"

```

**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 'Contracts Non Standards terms':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Contracts+Non+Standards+terms&dataset=ContractNonStandardsAnalysis&tags=regression,+legal+predictive+modeling,+risk+assessment
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub

许可证：MIT协议
标签：
- 无限数据集中心（Infinite Dataset Hub）
- 合成数据集
---

# 《合约非标准化条款分析》（ContractNonStandardsAnalysis）
标签：回归分析、法律预测建模、风险评估

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：**
本数据集命名为《合约非标准化条款分析》（ContractNonStandardsAnalysis），包含多段经标注含非标准化条款的合约文本节选。数据集中每一行对应一条合约片段及相关特征，这些特征可用于风险评估场景下的回归分析或法律预测建模。本数据集旨在助力机器学习从业者开发可自动检测并分析非标准化合约条款影响的模型。

**CSV内容预览：**
csv
"片段ID","合约文本","非标准化条款","潜在风险等级","风险标签"
"001","本协议可经双方书面一致同意后进行修改。","修改范围界定模糊","高","歧义风险"
"002","付款需以金币或等值资产进行。","支付方式非常规","中","支付方式风险"
"003","未经出租方事先书面同意，承租方不得转让本租约。","转让条款非标准化","中","转让风险"
"004","承租方需遵守租约生效时所有适用法律。","合规义务界定模糊","高","合规风险"
"005","若提前终止租约，承租方需赔偿最长6个月的租金损失。","解约赔偿条款非常规","低","解约风险"

**数据集来源：**
本数据集通过无限数据集中心（Infinite Dataset Hub）与微软（Microsoft）Phi-3-mini-4k-instruct大语言模型（LLM）生成，生成查询词为“合约非标准化条款”：
- **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Contracts+Non+Standards+terms&dataset=ContractNonStandardsAnalysis&tags=regression,+legal+predictive+modeling,+risk+assessment
- **所用模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub