2023 NH 투자증권 빅데이터 경진대회, “블룸버그, 나스닥과 함께 세계속으로!”

아이디어 | 정형 | 언어 | 해외주식 분석 | 금융 | 정성평가

Prize : 5,000만 원
1,134명 마감

Practice

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Submission

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

IRIR

공동작성자

2023.10.03 14:05 3,770 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