Dataset 1: Bitcoin_News_Title_Upbit_Price_Sentiment.csv

Download Dataset:

https://github.com/tree-jhk/get_bitcoinprice_news_data_with_sentiment_analysis

Made by:

권준혁 (Jun Hyuk Kwon)

Data type:

Time series data / Text Data

Amount of samples:

25337 / 3.47MB

Collection period:

2017-12-13 ~ 2022-07-19

Changing wrong datas:

1. There are missing dates in this dataset, since it is kind of a raw data.

2. Method of changing wrong sentiment values:

   Sentiment value should be 1 to 5, so I changed the 0 value to the average value of the whole dataset(excepting 0 values).

   0.000000 → 2.76863313

   The reason for the 0 value: a mistake at the exception code

   

Collected from:

1. Bitcoin Price: Upbit Open API
2. News title: https://www.investing.com/crypto/bitcoin/news

Stock name:

Bitcoin (BTC-KRW)

Sentiment Analysis with:

nlptown/bert-base-multilingual-uncased-sentiment · Hugging Face

Sentiment rated at:

1~5 (The higher the score, the more positive the is the sentiment result.)

Sample Data:

Bitcoin_News_Title_Upbit_Price_Sentiment_Sample.csv