Python for Data Analysis, 2e: Data Wrangling with Pandas, NumPy, and IPython
(9781491957660) - Dimensions: 236 x 180 x 29 mm - Second edition - O'Reilly - Sebastopol, United States - Edition statement: 2 nd ed - Format: 522 pages - Height: 181 mm - Spine width: 32 mm - Width: 235 mm | Python Pandas
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"Python for Data Analysis" is an essential resource for anyone interested in learning how to use Python to analyze and manipulate data. The book provides comprehensive instructions on various techniques and tools, including Pandas, NumPy, and IPython, which are essential for handling large datasets efficiently.
The second edition of the book has been updated for Python 3.6 and includes practical case studies that demonstrate how to apply these techniques to real-world problems. The author, Wes McKinney, is an experienced data scientist and developer who has contributed extensively to the development of the Pandas library.
Throughout the book, you will learn how to import, clean, transform, and visualize data using Python code. You will also learn how to use Pandas to perform complex operations on large datasets, such as grouping, merging, and reshaping data.
In addition, the book covers various statistical methods for analyzing data, including regression analysis, hypothesis testing, and time-series analysis. It also provides an introduction to machine learning techniques, such as decision trees and random forests.
Overall, "Python for Data Analysis" is an excellent resource for anyone who wants to learn how to use Python to analyze and manipulate data. The book's practical examples and case studies make it easy to follow and apply the concepts to real-world problems.
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| Tags | Wrangling with Pandas Python for Data |
| Identifiers | |
| Brand | O'Reilly |
| ISBN | O'Reilly 1491957662 |
| ID | 4746560 |
| Dimensions / Weight | |
| Key Features | |
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Dimensions The pixel dimensions of a display or image, expressed as width by height (e.g., 1920x1080). It indicates how many pixels are used to render the visual content and is commonly used for monitors, TVs, smartphones, cameras, and digital images.
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236 x 180 x 29 mm |
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Edition A brief statement indicating the edition or version of a product, such as "Reprint", "New Edition", or a numeric edition number like "2nd edition". It identifies which specific release of the item is being referenced.
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New edition |
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Edition statement A brief statement indicating the edition or version of a product, such as "Reprint", "New Edition", or a numeric edition number like "2nd edition". It identifies which specific release of the item is being referenced.
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2 nd ed |
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Format Indicates the physical or digital format in which a product is presented, such as "Hardback", "Paperback", "DVD", "Blu‑ray", "Vinyl", or other media types. The value may contain multiple comma‑separated items to represent combined attributes (e.g., "Hardback, Illustrated").
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522 pages |
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Height The vertical dimension of a product measured from its lowest to highest point. It is expressed in a physical unit such as millimetres, centimetres or inches and applies to any item where height is relevant, including books, electronics, furniture and other objects.
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181 mm |
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Imprint The name of the entity that publishes or distributes the product. It typically refers to a publishing house, imprint, or brand responsible for producing and releasing the item.
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O'Reilly |
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ISBN A unique identifier assigned to books and other printed publications, typically consisting of 10 or 13 digits. It may include hyphens for readability but is treated as a string value. The ISBN uniquely identifies a specific edition of a title across the publishing industry.
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9781491957660 |
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Languages A list of the natural languages in which a product is available or supported.
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English |
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Publication place The city, town, or region where a product was first published, released, or made available to the public. It typically includes geographic identifiers such as city names, state or province abbreviations, and country names, and may also contain postal codes or other location details.
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Sebastopol, United States |
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Publisher The name of the entity that publishes or distributes the product, such as a book, magazine, or other media item.
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O'Reilly Media, Inc, USA |
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Spine width The linear measurement of a book’s spine from one edge to the other, expressed in units such as millimetres or inches. It indicates how thick the binding is and helps determine storage space, handling, and compatibility with shelving or protective covers.
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32 mm |
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Weight The mass of the product expressed in a standard unit such as grams or kilograms. It represents how heavy the item is and can be used for shipping calculations, handling instructions, or consumer information.
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1034 g |
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Width The horizontal measurement of a product, expressed in a linear unit such as millimetres or inches. It indicates how wide the item is from one side to the other and is used for sizing, fitting, and compatibility purposes.
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235 mm |
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