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

# SkillNet

tags: classification, network analysis, skill interconnections

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

**Dataset Description:**

The 'SkillNet' dataset comprises of various skill-related texts that have been extracted from online forums, resume descriptions, and professional social media profiles. The dataset aims to assist machine learning practitioners in analyzing and classifying skills based on their relevance and interconnectedness. The dataset is particularly useful for projects involving network analysis, skill mapping, and predictive modeling of job market trends. The dataset includes a 'labels' column which denotes the primary and secondary skill categories each text is classified under, based on a proprietary skill classification algorithm.

**CSV Content Preview:**

```csv
id,text,labels
1,"Expertise in data analytics with a focus on predictive modeling and machine learning algorithms.",['Data Analysis', 'Machine Learning']
2,"Developed a comprehensive network security solution for multinational corporations.",['Cybersecurity', 'Network Security']
3,"Proficient in graphic design with experience in Adobe Creative Suite and UX/UI design principles.",['Graphic Design', 'User Experience']
4,"Strong background in marketing with specialization in digital marketing and content creation strategies.",['Digital Marketing', 'Content Creation']
5,"Skilled in financial analysis with proficiency in Excel, QuickBooks, and SQL databases.",['Financial Analysis', 'Database Management']
```

**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=SkillNet&tags=classification,+network+analysis,+skill+interconnections
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
