dataset_info:
features:
- name: prompt
dtype: string
- name: answer
dtype: string
- name: period
dtype: string
- name: label
dtype: string
- name: symbol
dtype: string
splits:
- name: train
num_bytes: 3127735
num_examples: 480
- name: test
num_bytes: 797367
num_examples: 120
download_size: 1523163
dataset_size: 3925102
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
Dow30 Stock Prediction Dataset
Overview
Welcome to the Dow30 Stock Prediction dataset! This dataset is designed to assist in predicting stock returns for companies in the Dow Jones Industrial Average (Dow30). It includes essential information about each company, such as news from the last two weeks, basic financial data, and stock prices over the same period.
Dataset Structure
The dataset consists of the following columns:
prompt: Information about the company, including news from the last two weeks, basic financial data, and stock prices for the same period. The system prompt is generated using the code provided in the FinGPT_Forecaster repository.
answer: Stock return predictions generated by ChatGPT.
period: Time period of the data, recorded on a weekly basis.
label: Indicates whether the stock is predicted to go up or down, along with the percentage change.
symbol: Stock symbol representing the company in the Dow Jones Industrial Average.