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README.md
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---
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license: mit
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tags:
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- infinite-dataset-hub
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- synthetic
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---
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# RareEarthsDemandEconomicModeling
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tags: economic modeling, demand forecasting, rare earth market trends
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_Note: This is an AI-generated dataset so its content may be inaccurate or false_
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**Dataset Description:**
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The 'RareEarthsDemandEconomicModeling' dataset compiles historical and predictive data regarding the demand for rare earth elements (REEs) in the United States. It includes variables such as production volumes, import and export figures, price indices, technological advancements, policy changes, and economic indicators. The dataset is intended for researchers and analysts in the field of economic modeling, focusing on demand forecasting and the assessment of market trends in the rare earth sector. The inclusion of a 'label' column indicates the categorization of each entry based on the source or nature of the data, which helps in further analysis or segmentation of the dataset.
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**CSV Content Preview:**
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```csv
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date,producer_country,producer_company,ore_element,domestic_demand_tonnes,import_tonnes,export_tonnes,average_price_per_ton,gdp_growth_rate,tech_advancement_index,policy_change_event,label
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2021-01-01,China,Tongwei,Lanthanum,5000,12000,1500,105,3.1,0.75,None,Manufacturing Demand,Forecasting
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2021-02-01,USA,Global Metals Inc.,Neodymium,750,9500,3000,110,2.9,0.8,Renewable Energy Policy,Manufacturing & Tech,Economic Modeling
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2021-03-01,Australia,Wesfarmers,Cerium,6200,8000,2500,98,3.0,0.6,Environmental Regulation,Commodity Market Trends,Data Collection
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2021-04-01,USA,Magneco Inc.,Dysprosium,480,7000,2200,120,2.8,0.7,Trade Agreement Signed,Economic Forecasting,Modeling Analysis
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2021-05-01,China,Shanghai Group,Praseodymium,3000,9000,1800,115,3.2,0.8,Export Tariffs,International Trade,Predictive Modeling
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```
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**Source of the data:**
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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 'Rare Earth Demand, United States':
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- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Rare+Earth+Demand,+United+States&dataset=RareEarthsDemandEconomicModeling&tags=economic+modeling,+demand+forecasting,+rare+earth+market+trends
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- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
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- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
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