├── Data_Analysis.py ├── LICENSE ├── Model_show.py ├── Project_Introduction.py ├── README.md ├── Regression_Prediction.py ├── __init__.py ├── __pycache__ ├── Data_Analysis.cpython-38.pyc ├── Model_show.cpython-38.pyc ├── Project_Introduction.cpython-38.pyc └── Regression_Prediction.cpython-38.pyc ├── bilibili ├── .ipynb_checkpoints │ ├── 1.bilibili视频数据导入及探索性数据分析-checkpoint.ipynb │ ├── 4.bilibili_Adaboost-checkpoint.ipynb │ ├── 5.bilibili_GBDT-checkpoint.ipynb │ ├── 6.bilibili_XGBoost-checkpoint.ipynb │ └── 7.bilibili_LIghtGBM-checkpoint.ipynb ├── 0.bilibili_数据预处理及探索性数据分析.ipynb ├── 1.bilibili_视频数据可视化分析.ipynb ├── 2.bilibili_Random Forest.ipynb ├── 3.bilibili_GBDT.ipynb ├── 4.bilibili_XGBoost.ipynb ├── 5.bilibili_LIghtGBM.ipynb ├── bilibili_title1.txt ├── data │ ├── bilibili_data_analysis.csv │ ├── bilibili_data_analysis_duration.csv │ ├── bilibili_rank100_data.csv │ ├── bilibili_week_popular.CSV │ └── stopwords.txt ├── 模型参数.txt └── 爬虫 │ ├── 排行榜rank100.py │ └── 每周必看.py ├── bilibili_title1.txt ├── data ├── 2233.jpg ├── GBDT_shap.png ├── GBDT_shap_bar.png ├── LightGBM_shap.png ├── LightGBM_shap_bar.png ├── XGBoost_shap.png ├── XGBoost_shap_bar.png ├── backgrand.png ├── bilibili.jpeg ├── bilibili.jpg ├── bilibili_data_analysis.csv ├── bilibili_data_analysis_duration.csv ├── bilibili_rank100_data.csv ├── bilibili_week_popular.CSV ├── rf_shap.png ├── rf_shap_bar.png └── stopwords.txt ├── main.py ├── models ├── gbdtFinal.pkl ├── lgbFinal.pkl ├── rfFinal.pkl └── xgbFinal.pkl └── requirements.txt /Data_Analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RubyRose-TAT/bilibili_Data_Analysis-Clout_Prediction/HEAD/Data_Analysis.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 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