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Carbon Market Dynamics and Insights

This project intends to leverage the ability of LLMs to provide insight and prediction of carbon pricing with using LCFS as example,

The mechanism is simple

prediction_mechanism Through analyze news and paperworks, we would like to generate evaluation on the sentiments and see how positive or negative they are for the market.

A rolling prediction example on long-term (yearly average) price

Price Curve:

image

Relative Error:

image

Metrics: image

Reasoning: predict_2024_price

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This project intends to leverage the ability of LLMs to provide insight and prediction of carbon pricing with using LCFS as example

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