NH Investment & Securities Analysis Idea Competition

Ideas | Tabular | NLP | Overseas Stocks Analysis | Finance | Qualitative Evaluation

Prize : 5,000만 원
2023.09.04 ~ 2023.10.16 08:00 + Google Calendar
1,142 Users Completed

Practice

Overview Data Code (share) Talk Leaderboard

Submission

앗(AIT)! 잠시만요! - Article's Impact on stock by Transformer

IRIR

공동작성자

2023.10.03 14:05 4,274 Views language

[ Code Description]

1. Crawling Yahoo Finance News Articles by Selenium - Build DataBase
2. Crawling Dow jones Stock Price by FinanceDataReader - Build DataBase
3. Predicting Positive and Negative Figures for News Articles (Deep Learning - finBERT)
4. List stock price data and sentiment data as time series data
5. Correlation between two items [Autocorrelation - TLCC(Time Lagged Cross Correlation)]
6. Media company's impact on stock prices expressed in figures

Additional operations
- PC Program Development for Service (C#, MSSQL)

Code