- Mind Map for a topic
- Youth Mall blog review data Sentiment Analysis
- Utilization data collection and preprocessing
- Visualization of location information of each data through QGIS
- Data cleansing through one-hot encoding
- Variable Correlation Analysis
- Independent variable selection through regression analysis
- Remove outliers
- Multiple regression analysis
- Model selection by creating 5 machine learning models and comparing their accuracy
- => Selecting a Random Forest with an acurracy of 80.66%
- By applying traditional market data to the model, the results of location analysis according to sales are divided into three grades.
- Comparison between the existing youth mall and the newly selected youth mall
- Deduction of improvement plan for the existing youth mall
- Promotion of youth mall business through youth mall website production
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청년몰 최적입지 분석
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