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
---

# MarxianResourceAllocation

tags: resource allocation, economics, optimization

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

**Dataset Description:**

The 'MarxianResourceAllocation' dataset is a curated collection of research papers and articles that focus on the application of Marxist theory to resource allocation and economic optimization. Each entry in the dataset includes a description of the work, a brief summary, and an assessment of its relevance to Marxist economic thought. The labels indicate the core themes addressed in each entry, such as "Capital Theory," "Class Struggle," "Production Models," "Social Equity," and "Resource Allocation Efficiency."


**CSV Content Preview:**

```

title,description,labels

"Marx on Capital Accumulation","An analysis of Marx's views on the process of capital accumulation and its impact on resource distribution.",["Capital Theory","Class Struggle"]

"Optimizing Workforce in Marxian Economics","Research on how Marxist principles can inform the optimal allocation of labor in production.",["Production Models","Social Equity"]

"The Role of Means of Production in Marxism","Exploring the Marxist concept of means of production and its influence on economic models.",["Means of Production","Economic Models"]

"Resource Allocation and Marxist Theory","A critical study on the distribution of resources in societies structured by Marxist ideology.",["Social Equity","Resource Allocation Efficiency"]

"Marxian Optimization of Scarce Resources","Examining how scarcity affects resource allocation in a Marxist framework and proposing optimization strategies.",["Resource Allocation Efficiency","Scarcity"]

```

**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 'Marx':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Marx&dataset=MarxianResourceAllocation&tags=resource+allocation,+economics,+optimization
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
