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).
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