├── Lab ├── Lab01 │ └── lab01.ipynb ├── Lab02 │ ├── data │ │ ├── 2022 │ │ │ ├── activity_2022.csv │ │ │ ├── china_2022.csv │ │ │ └── global_2022.csv │ │ └── 2023_6 │ │ │ ├── activity_20236.csv │ │ │ └── open_rank_20236.csv │ └── lab02.ipynb ├── Lab03 │ ├── data │ │ ├── csv_example.csv │ │ ├── example.txt │ │ └── json_example.json │ └── lab03.ipynb ├── Lab04 │ ├── data │ │ └── github_bot_raw_data.csv │ ├── homework01.ipynb │ ├── lab04.ipynb │ └── wyy │ │ └── wyy.ipynb ├── Lab05 │ ├── lab05.ipynb │ └── lena.png └── Lab06 │ ├── example_data │ ├── bilibili │ │ ├── B站每周必看2023_data.csv │ │ ├── B站每周必看2023_label.csv │ │ └── B站每周必看2023按周流量.csv │ ├── job │ │ └── job_clean.csv │ └── mathScore │ │ └── student_math_clean.csv │ ├── finalHomeworkInstruction.md │ ├── github_bot │ ├── data │ │ ├── X_test.joblib │ │ ├── X_train.joblib │ │ ├── github_bot_processed_data.csv │ │ ├── y_test.joblib │ │ └── y_train.joblib │ ├── lab06.ipynb │ └── model │ │ ├── Decision Tree.joblib │ │ ├── K-Nearest Neighbors.joblib │ │ ├── Logistic Regression.joblib │ │ ├── Naive Bayes.joblib │ │ ├── Random Forest.joblib │ │ └── Support Vector Machine.joblib │ └── scoreRelation │ ├── README.md │ ├── student_math_clean.csv │ ├── 数据洞察报告：探究高中生数学成绩与个人背景状况之间的联系.ipynb │ └── 葡萄牙高中全年级学生情况概览-TEMPLATE.DET ├── Lecture ├── Lecture-01.pdf ├── Lecture-02.pdf ├── Lecture-03.pdf ├── Lecture-04.pdf ├── Lecture-05.pdf └── readme.md └── README.md /Lab/Lab01/lab01.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ECNU/Data-Thinking-and-Practice/HEAD/Lab/Lab01/lab01.ipynb -------------------------------------------------------------------------------- /Lab/Lab02/data/2022/activity_2022.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ECNU/Data-Thinking-and-Practice/HEAD/Lab/Lab02/data/2022/activity_2022.csv 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