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Download or read book Python for Data Analysis written by Wes McKinney and published by "O'Reilly Media, Inc.". This book was released on 2017-09-25 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples

Download or read book Lost Restaurants of Baltimore written by Suzanne Loudermilk and published by Arcadia Publishing. This book was released on 2021-08-09 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: Baltimore's unforgettable dining scene of the past is re-visited here in thirty-five now shuttered restaurants that made their mark on this city. Haussner's artwork. Coffey salad at the Pimlico Hotel. Finger bowls at Hutzler's Colonial Tea Room. The bell outside the door at Martick's Restaurant Francais. Details like these made Baltimore's dining scene so unforgettable. Explore the stories behind thirty-five shuttered restaurants that Baltimoreans once loved and remember the meals, the crowds, the owners and the spaces that made these places hot spots. Suzanne Loudermilk and Kit Waskom Pollard share behind-the-scenes tales of what made them tick, why they closed their doors and how they helped make Baltimore a culinary destination.

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