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

# TabularTextMining

tags: tabular, text_mining, NLP

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

**Dataset Description:**

The 'TabularTextMining' dataset is designed for the task of extracting structured information from unstructured text data found within tabular format. It comprises of rows from different documents or text sources, where each row represents a data record. The columns include various attributes extracted from the text, along with a 'label' indicating the classification or category that the record belongs to based on the context of the text. This dataset can be used for training machine learning models on NLP tasks such as named entity recognition, relation extraction, or categorization.

**CSV Content Preview:**

```csv
Title,Abstract,Keywords,Label
"A Study on Climate Change Impacts", "This research article examines the effects of climate change on global ecosystems.", "Climate Change, Ecosystems, Research, Impacts", "Environmental Science"
"Advancements in AI for Healthcare", "An overview of recent developments in artificial intelligence applications within the healthcare industry.", "Artificial Intelligence, Healthcare, Technology, Innovations", "Medical Technology"
"The History of Computing Machines", "A historical review of computing machines from the early mechanical calculators to modern-day supercomputers.", "Computing History, Machines, Technology", "Technology History"
"Biodiversity Conservation Efforts", "The article discusses various strategies and efforts being undertaken to preserve biodiversity.", "Biodiversity, Conservation, Strategies, Efforts", "Environmental Policy"
"Quantum Computing: A New Frontier", "This paper explores the potential of quantum computing in solving complex computational problems.", "Quantum Computing, Computational Problems, Technology", "Computer Science"
```

**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 'table':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=table&dataset=TabularTextMining&tags=tabular,+text_mining,+NLP
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub