Datasetpublic

korra141/fingpt-forecaster-dow30-sequential_2

FinGPT Forecaster DOW30 — Chain-of-Thought Dataset Weekly stock price movement predictions for DOW-30 constituents, augmented with Chain-of-Thought (CoT) reasoning generated via GPT-4. Built on top of the base dataset: FinGPT/fingpt-forecaster-dow30-202305-202405 Schema Field Description symbol DOW-30 ticker (e.g. AXP, MSFT) period Forecast week, e.g. 2023-05-14 to 2023-05-21 prompt Full instruction prompt fed to the model answer CoT reasoning +… See the full description on the dataset page: https://huggingface.co/datasets/korra141/fingpt-forecaster-dow30-sequential_2.

sourceHugging Faceapache-2.0updated 3mo agoView on Hugging Face

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FinGPT Forecaster DOW30 — Chain-of-Thought Dataset

Weekly stock price movement predictions for DOW-30 constituents, augmented with Chain-of-Thought (CoT) reasoning generated via GPT-4.

Built on top of the base dataset: FinGPT/fingpt-forecaster-dow30-202305-202405

Schema

Field	Description
`symbol`	DOW-30 ticker (e.g. `AXP`, `MSFT`)
`period`	Forecast week, e.g. `2023-05-14 to 2023-05-21`
`prompt`	Full instruction prompt fed to the model
`answer`	CoT reasoning + structured final answer (`assistantfinal` marker separates them)
`label`	Ground-truth direction: `up` / `down` / `stable`

Answer format

<CoT reasoning preamble>
assistantfinal
[Positive Developments]:
1. ...
[Potential Concerns]:
1. ...
[Prediction & Analysis]:
...

Citation

bibtex

@misc{fingpt2023,
  title={FinGPT: Open-Source Financial Large Language Models},
  author={Yang, Hongyang and Liu, Xiao-Yang and Wang, Christina Dan},
  year={2023},
  url={https://github.com/AI4Finance-Foundation/FinGPT}
}