README.md

---
dataset_info:
  features:
  - name: date
    dtype: date32
  - name: stock
    dtype: string
  - name: title
    dtype: string
  - name: content
    dtype: string
  - name: trading_date
    dtype: timestamp[ns]
  - name: exact_trading_date
    dtype: timestamp[ns]
  - name: ts_-30
    dtype: float64
  - name: ts_-29
    dtype: float64
  - name: ts_-28
    dtype: float64
  - name: ts_-27
    dtype: float64
  - name: ts_-26
    dtype: float64
  - name: ts_-25
    dtype: float64
  - name: ts_-24
    dtype: float64
  - name: ts_-23
    dtype: float64
  - name: ts_-22
    dtype: float64
  - name: ts_-21
    dtype: float64
  - name: ts_-20
    dtype: float64
  - name: ts_-19
    dtype: float64
  - name: ts_-18
    dtype: float64
  - name: ts_-17
    dtype: float64
  - name: ts_-16
    dtype: float64
  - name: ts_-15
    dtype: float64
  - name: ts_-14
    dtype: float64
  - name: ts_-13
    dtype: float64
  - name: ts_-12
    dtype: float64
  - name: ts_-11
    dtype: float64
  - name: ts_-10
    dtype: float64
  - name: ts_-9
    dtype: float64
  - name: ts_-8
    dtype: float64
  - name: ts_-7
    dtype: float64
  - name: ts_-6
    dtype: float64
  - name: ts_-5
    dtype: float64
  - name: ts_-4
    dtype: float64
  - name: ts_-3
    dtype: float64
  - name: ts_-2
    dtype: float64
  - name: ts_-1
    dtype: float64
  - name: ts_0
    dtype: float64
  - name: ts_1
    dtype: float64
  - name: ts_2
    dtype: float64
  - name: ts_3
    dtype: float64
  - name: ts_4
    dtype: float64
  - name: ts_5
    dtype: float64
  - name: ts_6
    dtype: float64
  - name: ts_7
    dtype: float64
  - name: ts_8
    dtype: float64
  - name: ts_9
    dtype: float64
  - name: ts_10
    dtype: float64
  - name: ts_11
    dtype: float64
  - name: ts_12
    dtype: float64
  - name: ts_13
    dtype: float64
  - name: ts_14
    dtype: float64
  - name: ts_15
    dtype: float64
  splits:
  - name: train
    num_bytes: 101756779
    num_examples: 82895
  - name: test
    num_bytes: 55328208
    num_examples: 22645
  download_size: 91629781
  dataset_size: 157084987
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
---

# US Stock News With Price
>  A stock news and price dataset design for the alignment between financial news and the market. **Please only use for academic purpose.**

## 1.  Data Description
* **date**: The date of the news published.
* **stock**: The symbol of the stocks the news related to. (checked by whether title or content has the company information.
* **title**:  The title of the news.
* **content**: The content of the news.
* **trading_date**: Here is the assumed trading date, which should be the next date of the publish date.
* **exact_trading_date**: The exact next trading date after the news was made public.
* **ts_{-30...-1}**: Stock prices before the exact trading date. (30 trading days)
* **ts_0**: Stock prices of the exact trading date.
* **ts_{1...15}**: Stock prices after the exact trading date. (15trading days)

## 2.Data Split
* **Train phrase**: `exact_trading_date` < = '2021-12-31'.
* **Test phrase**: `exact_trading_date` > '2021-12-31'.

## 3. Citation
* To cite this dataset, please use the following BibTeX entry:
``` 
@misc{wang2024huggingface,
    author       = {Guoxuan Wang},
    title        = {US Stock News With Price: A stock news and price dataset design for the alignment between financial news and the market.},
    year         = {2024},
    url          = {https://huggingface.co/datasets/oliverwang15/us_stock_news_with_price},
    note         = {Available at Hugging Face.}
  }
  ```