# 인공지능 기반의 주식데이터 분석 및 주가예측
## Goal
![image](https://user-images.githubusercontent.com/87744184/134638394-2268c83a-08c7-4408-8f18-d2be0b76b5fe.png)
코로나 이후 주식투자열풍이 젊은 세대에까지 불어옴과 동시에 투자자들의 투자 지식은 낮은 상태
AI기반의 주식 데이터 분석 및 주가 예측 서비스를 제공

## Using Predict&Analysis Models
#### 1. LSTM
![image](https://user-images.githubusercontent.com/87744184/134638412-5a8860eb-59dd-47c0-8944-452f23ee12dd.png)

#### 2. Prophet
![image](https://user-images.githubusercontent.com/87744184/134638434-66074628-e23b-410b-8f50-714b11a756ff.png)

#### 3. Sentiment Analysis(Word Embedding)
![image](https://user-images.githubusercontent.com/87744184/134638449-b9b38d64-2814-4749-8805-457841f599e2.png)

## Result
![Result1](https://user-images.githubusercontent.com/87744184/134637923-4c8a0454-4a46-4c12-9e27-129b6f3d9d7d.gif)
![Result2](https://user-images.githubusercontent.com/87744184/134638495-4a3ca0b5-988c-4f28-b978-38643acfb1d8.gif)

## Tools
- Python 3.7
- VSCode
- Pycharm
- Django
- 라이브러리들은 Requirements 참조

## Credits
![image](https://user-images.githubusercontent.com/87744184/134638522-66d4ae97-6a54-4476-99c4-58e08230da13.png)
#### 	팀명 : Finance Doctor
- Onthesly(장연식) - https://github.com/Onthesly/
- blackneyo(이동한) - https://github.com/blackneyo/
- snowcat91(장형욱) - https://github.com/snowcat91/
- dovard(김도현) - https://github.com/dovard/
- sunghojnag(장성호) - https://github.com/sunghojnag/

## Data Resources
- Finance-DataReader
- Naver 금융 뉴스 - https://finance.naver.com/news/

## License
- MIT License