This program is an entry for the National Information Society Agency contest, and it is a program to find the optimal location of a new exclusive bus lane through traffic data and bus lanes in Seoul.
- 데이터 추출 - shp에서 csv 변환 및 좌표값 변경.ipynb
- Change the coordinates of the current data
- 도로망 구성 - 기본 도로망.ipynb
- Visualization of the current road network in Seoul, South Korea
- 혼잡도에 따른 맵 시각화.ipynb
- Visualization with added complexity of Korean roads
- Final_cleansing_of_data - 데이터 전처리 과정.ipynb
- Feature Engineering for machine learning.
- final-XGBRegressor사용함.ipynb
- Learning with XGBoost(Regressor)