Datasets › ChatGPT-GNN Dataset
ChatGPT-GNN Dataset (ChatGPT-GNN Stock Sentiment Dataset)
The data can be found in the Data folder, which contains two files:
ticker_train_data.json: This file holds the data utilized for training and validation of our model.ticker_test_data.json: This file contains the data used for model evaluation.
To load the data, you can start with 4 lines of code:
import pandas as pd
import json
train_data = pd.read_json('./Data/ticker_train_data.json')
test_data = pd.read_json('./Data/ticker_test_data.json')
The Affected Companies column provides two key insights: - Companies that ChatGPT predicts will be influenced by the financial news. - The sentiment indicating the nature of the impact on these companies (e.g., positive or negative).
Benchmarks archive 2025-07-28
No leaderboard in the archive resolves to this dataset.
Papers archive 2025-07-28
No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
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License archive 2025-07-28
MIT
Modalities archive 2025-07-28
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Languages archive 2025-07-28
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Variants archive 2025-07-28
- ChatGPT-GNN Dataset
1 variant name, as the archive lists them.
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