Omkar2118/datasets huggingface dataset:
ChatGPT-GNN Dataset
Full name: 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).

Introducing paper: ChatGPT Informed Graph Neural Network for Stock Movement Prediction