├── MOOC_data_analysis ├── MOOC.ipynb ├── Online Courses from Harvard and MIT.ipynb ├── README.md ├── appendix.csv └── ecommerce-data.ipynb ├── README.md ├── changan ├── chang_an │ ├── 1.jpg │ ├── HYC5GFM.TTF │ ├── HYS5GFM.TTF │ ├── all_comments.csv │ ├── changan.jpg │ └── 数据分析.ipynb ├── debug.log ├── doubanScrapy.py └── geckodriver.log ├── code ├── cleveland.data.csv ├── data_process.ipynb ├── heart.txt ├── heartDiseaseAndAges.png ├── processed.cleveland.data.csv ├── 关系分析.html ├── 关系分析.ipynb └── 机器学习-预测模型训练 │ ├── processed.cleveland.data.csv │ ├── train number-size.png │ ├── tree.dot │ ├── tree.png │ ├── tree_utf8.dot │ ├── 使用KNN预测心脏疾病.ipynb │ ├── 使用SVM预测心脏病.ipynb │ ├── 使用决策树预测心脏病.ipynb │ ├── 完整版.ipynb │ ├── 心脏病预测KNN.m │ └── 朴素贝叶斯.ipynb ├── picture.py └── 医疗花销 ├── insurance.csv └── 医疗保险分析.ipynb /MOOC_data_analysis/MOOC.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/MOOC_data_analysis/MOOC.ipynb -------------------------------------------------------------------------------- /MOOC_data_analysis/Online Courses from Harvard and MIT.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/MOOC_data_analysis/Online Courses from Harvard and MIT.ipynb -------------------------------------------------------------------------------- /MOOC_data_analysis/README.md: -------------------------------------------------------------------------------- 1 | # Project1 2 | First Unit 3 | -------------------------------------------------------------------------------- /MOOC_data_analysis/appendix.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/MOOC_data_analysis/appendix.csv -------------------------------------------------------------------------------- /MOOC_data_analysis/ecommerce-data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/MOOC_data_analysis/ecommerce-data.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/README.md -------------------------------------------------------------------------------- /changan/chang_an/1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/chang_an/1.jpg -------------------------------------------------------------------------------- /changan/chang_an/HYC5GFM.TTF: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/chang_an/HYC5GFM.TTF -------------------------------------------------------------------------------- /changan/chang_an/HYS5GFM.TTF: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/chang_an/HYS5GFM.TTF -------------------------------------------------------------------------------- /changan/chang_an/all_comments.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/chang_an/all_comments.csv -------------------------------------------------------------------------------- /changan/chang_an/changan.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/chang_an/changan.jpg -------------------------------------------------------------------------------- /changan/chang_an/数据分析.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/chang_an/数据分析.ipynb -------------------------------------------------------------------------------- /changan/debug.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/debug.log -------------------------------------------------------------------------------- /changan/doubanScrapy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/doubanScrapy.py -------------------------------------------------------------------------------- /changan/geckodriver.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/changan/geckodriver.log -------------------------------------------------------------------------------- /code/cleveland.data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/cleveland.data.csv -------------------------------------------------------------------------------- /code/data_process.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/data_process.ipynb -------------------------------------------------------------------------------- /code/heart.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/heart.txt -------------------------------------------------------------------------------- /code/heartDiseaseAndAges.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/heartDiseaseAndAges.png -------------------------------------------------------------------------------- /code/processed.cleveland.data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/processed.cleveland.data.csv -------------------------------------------------------------------------------- /code/关系分析.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/关系分析.html -------------------------------------------------------------------------------- /code/关系分析.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/关系分析.ipynb -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/processed.cleveland.data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/processed.cleveland.data.csv -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/train number-size.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/train number-size.png -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/tree.dot: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/tree.dot -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/tree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/tree.png -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/tree_utf8.dot: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/tree_utf8.dot -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/使用KNN预测心脏疾病.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/使用KNN预测心脏疾病.ipynb -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/使用SVM预测心脏病.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/使用SVM预测心脏病.ipynb -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/使用决策树预测心脏病.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/使用决策树预测心脏病.ipynb -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/完整版.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/完整版.ipynb -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/心脏病预测KNN.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/心脏病预测KNN.m -------------------------------------------------------------------------------- /code/机器学习-预测模型训练/朴素贝叶斯.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/code/机器学习-预测模型训练/朴素贝叶斯.ipynb -------------------------------------------------------------------------------- /picture.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/picture.py -------------------------------------------------------------------------------- /医疗花销/insurance.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/医疗花销/insurance.csv -------------------------------------------------------------------------------- /医疗花销/医疗保险分析.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LiQiang0307/Python_DataAnalysis/HEAD/医疗花销/医疗保险分析.ipynb --------------------------------------------------------------------------------