├── .gitattributes ├── .gitignore ├── Chapter01 └── FirstPractice.ipynb ├── Chapter02 └── IntroToNumpy.ipynb ├── Chapter03 ├── DataAnalysisWithPandas.ipynb └── img │ ├── amphibian.jpg │ ├── df1.jpg │ ├── df2.jpg │ ├── groupby1.jpg │ ├── groupby2.jpg │ ├── groupby3.jpg │ ├── series1.jpg │ ├── series2.jpg │ ├── series3.jpg │ └── series4.jpg ├── Chapter04 ├── ExploratoryDataAnalysis.ipynb ├── Matplotlib.ipynb └── img │ ├── bar_example.png │ ├── contour_example.png │ ├── exercise_1-1.png │ ├── exercise_2.1-bar_and_fill_between.png │ ├── exercise_2.2-vmin_vmax_imshow_and_colorbars.png │ ├── exercise_4-1.png │ ├── exercise_4-2.png │ ├── figure_axes_axis_labeled.png │ ├── fill_example.png │ ├── imshow_example.png │ ├── pcolor_example.png │ ├── plot_example.png │ ├── scatter_example.png │ ├── statistical_example.png │ ├── variable_types.png │ └── vector_example.png ├── Chapter05 └── Scipy-Stats.ipynb ├── Chapter06 ├── ClassificationExample.ipynb ├── RegressionExample.ipynb └── Scikit-learn.ipynb ├── LICENSE ├── README.md └── data ├── HR-Employee-Attrition.xlsx ├── house_train.csv └── student ├── student-mat.csv ├── student-merge.R ├── student.csv └── student.txt /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Become-a-Python-Data-AnalystV2B/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Become-a-Python-Data-AnalystV2B/HEAD/.gitignore -------------------------------------------------------------------------------- /Chapter01/FirstPractice.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Become-a-Python-Data-AnalystV2B/HEAD/Chapter01/FirstPractice.ipynb 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