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

# EvidenceScan

tags: classification, text, extract-evidence

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

**Dataset Description:** The 'EvidenceScan' dataset comprises textual paragraphs along with labels indicating the presence of evidence, extracted evidence, and their relevance to the given query. The labels are determined by machine learning algorithms designed to scan the text for relevant information that supports or refutes a statement, topic, or hypothesis. The relevance and context of the extracted evidence are also marked to provide a comprehensive understanding of the dataset's use in classification tasks.

**CSV Content Preview:**

```
Paragraph, Labels, Extracted Evidence
"The rapid growth of urban areas has led to significant challenges in housing and infrastructure. According to a study by the Urban Institute, 75% of the world's population is projected to live in urban areas by 2050.","presence,relevance,extracted","Study by Urban Institute"
"Despite the abundance of green spaces in the city, public health statistics indicate that respiratory issues are on the rise. The World Health Organization reported that 15% of urban residents suffer from asthma.", "presence,relevance,extracted","Report by World Health Organization"
"Many believe that the advent of electric vehicles will solve the climate crisis. However, a recent article in 'The Science Journal' argues that without significant policy changes, the impact will be minimal.", "presence,relevance,extracted","Article in 'The Science Journal'"
"Statistics show that internet penetration has reached over 60% in most developed countries. This level of connectivity has led to unprecedented access to information.", "presence,relevance,extracted","Statistics on internet penetration"
"Experts argue that increasing digital literacy is essential for economic growth. According to a report by the Global Digital Forum, countries with higher digital literacy rates have seen a 20% increase in GDP.", "presence,relevance,extracted","Report by Global Digital Forum"
```

**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 'paragraph, evidence is there or not, extracted evidences from paragraph':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=paragraph,+evidence+is+there+or+not,+extracted+evidences+from+paragraph&dataset=EvidenceScan&tags=classification,+text,+extract-evidence
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
