Python Data Analytics Data Analysis and Science Using Pandas, matplotlib, and下载

Front Matter....Pages i-xxi An Introduction to Data Analysis....Pages 1-12 Introduction to the Python’s World....Pages 13-34 The NumPy Library....Pages 35-61 The pandas Library—An Introduction....Pages 63-101 pandas: Reading and Writing Data....Pages 103-130 pandas in Depth: Data Manipulation....Pages 131-165 Data Visualization with matplotlib....Pages 167-235 Machine Learning with scikit-learn....Pages 237-264 An Example—Meteorological Data....Pages 265-288 Embedding the JavaScript D3 Library in IPython Notebook....Pages 289-309 Recognizing Handwritten Digits....Pages 311-316 Writing Mathematical Expressions with LaTeX....Pages 317-326 Open Data Sources....Pages 327-330 Back Matter....Pages 331-337