Download or read book Pandas in Action written by Boris Paskhaver and published by Simon and Schuster. This book was released on 2021-10-12 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take the next steps in your data science career! This friendly and hands-on guide shows you how to start mastering Pandas with skills you already know from spreadsheet software. In Pandas in Action you will learn how to: Import datasets, identify issues with their data structures, and optimize them for efficiency Sort, filter, pivot, and draw conclusions from a dataset and its subsets Identify trends from text-based and time-based data Organize, group, merge, and join separate datasets Use a GroupBy object to store multiple DataFrames Pandas has rapidly become one of Python's most popular data analysis libraries. In Pandas in Action, a friendly and example-rich introduction, author Boris Paskhaver shows you how to master this versatile tool and take the next steps in your data science career. You’ll learn how easy Pandas makes it to efficiently sort, analyze, filter and munge almost any type of data. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Data analysis with Python doesn’t have to be hard. If you can use a spreadsheet, you can learn pandas! While its grid-style layouts may remind you of Excel, pandas is far more flexible and powerful. This Python library quickly performs operations on millions of rows, and it interfaces easily with other tools in the Python data ecosystem. It’s a perfect way to up your data game. About the book Pandas in Action introduces Python-based data analysis using the amazing pandas library. You’ll learn to automate repetitive operations and gain deeper insights into your data that would be impractical—or impossible—in Excel. Each chapter is a self-contained tutorial. Realistic downloadable datasets help you learn from the kind of messy data you’ll find in the real world. What's inside Organize, group, merge, split, and join datasets Find trends in text-based and time-based data Sort, filter, pivot, optimize, and draw conclusions Apply aggregate operations About the reader For readers experienced with spreadsheets and basic Python programming. About the author Boris Paskhaver is a software engineer, Agile consultant, and online educator. His programming courses have been taken by 300,000 students across 190 countries. Table of Contents PART 1 CORE PANDAS 1 Introducing pandas 2 The Series object 3 Series methods 4 The DataFrame object 5 Filtering a DataFrame PART 2 APPLIED PANDAS 6 Working with text data 7 MultiIndex DataFrames 8 Reshaping and pivoting 9 The GroupBy object 10 Merging, joining, and concatenating 11 Working with dates and times 12 Imports and exports 13 Configuring pandas 14 Visualization

Download or read book Gender and Prisons written by Dana M. Britton and published by Routledge. This book was released on 2005 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gender and Prisons includes twenty-two key articles exploring prison history, the state and gendered social control, gender and work in prisons and the gendered experience of incarceration.

Download or read book Ultrasound Teaching Manual written by Matthias Hofer and published by Thieme. This book was released on 2020-12-09 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: Step by Step to Proficiency in Diagnostic Ultrasound This workbook is divided into lessons that guide you—like an instructor in an ultrasound course—systematically through the individual organ systems and body regions. Key features of the fourth edition: Special multiple-exposure photos demonstrate the dynamics of handling the transducer Triplet-image units vividly illustrate transducer positioning, the ultrasound image, and relevant anatomy Reference numbers on the accompanying diagrams help you to both actively develop your knowledge and to test it at any time. The legend located on the back cover flap is the key to the reference numbers that are used consistently in each diagram. Quiz images at the end of each chapter are the perfect tool for rigorous self-evaluation Physical fundamentals are presented in vibrant, illustrative diagrams Numerous practical tips and tricks make it easy to familiarize yourself with ultrasound A primer on ultrasound interpretation explains specialized terminology concisely and clearly Precise descriptions of algorithms for transducer positioning facilitate real-time examinations Videos (online access) showing relevant ultrasound anatomy, optimal transducer positioning, and the images you will see on the monitor during examination let you experience the content live—a perfect complement to the book that will greatly improve your retention of the material.

Download or read book Adventuring with Books written by Amy A. McClure and published by . This book was released on 2002 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this 13th edition of "Adventuring with Books," teachers and librarians will find descriptions of more than 850 texts (published between 1999 and 2001) suitable for student use in background research, unit study, or pleasure reading, and children will find books that delight, amuse, and entertain. The texts described in the book are divided into 24 general topics, including Science Nonfiction; Struggle and Survival; Fantasy Literature; Sports; Games and Hobbies; and Mathematics in Our World. To highlight literature that reflects the schools' multiple ethnicities, the booklist also introduces readers to recent literature that celebrates African American, Asian and Pacific Island, Hispanic American, and indigenous cultures. Each chapter begins with a brief list of selection criteria, a streamlined list of all annotated titles in that chapter, and an introduction in which chapter editors discuss their criteria and the status of available books in that subject area. While the reviews were written by adults, the voices and opinions of children are often included as well, lending credence to adult choices of the quality children's books. (NKA).

Download or read book I Have a Dog written by Charlotte Lance and published by Allen & Unwin. This book was released on 2014-05-01 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: I have a dog. An inconvenient dog. When I wake up, my dog is inconvenient. When I'm getting dressed, my dog is inconvenient. And when I'm making tunnels, my dog is SUPER inconvenient. But sometimes, an inconvenient dog can be big and warm and cuddly. Sometimes, an inconvenient dog can be the most comforting friend in the whole wide world.

Download or read book The Princeton History of Modern Ireland written by Richard Bourke and published by Princeton University Press. This book was released on 2016-01-12 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible and innovative look at Irish history by some of today's most exciting historians of Ireland This book brings together some of today's most exciting scholars of Irish history to chart the pivotal events in the history of modern Ireland while providing fresh perspectives on topics ranging from colonialism and nationalism to political violence, famine, emigration, and feminism. The Princeton History of Modern Ireland takes readers from the Tudor conquest in the sixteenth century to the contemporary boom and bust of the Celtic Tiger, exploring key political developments as well as major social and cultural movements. Contributors describe how the experiences of empire and diaspora have determined Ireland’s position in the wider world and analyze them alongside domestic changes ranging from the Irish language to the economy. They trace the literary and intellectual history of Ireland from Jonathan Swift to Seamus Heaney and look at important shifts in ideology and belief, delving into subjects such as religion, gender, and Fenianism. Presenting the latest cutting-edge scholarship by a new generation of historians of Ireland, The Princeton History of Modern Ireland features narrative chapters on Irish history followed by thematic chapters on key topics. The book highlights the global reach of the Irish experience as well as commonalities shared across Europe, and brings vividly to life an Irish past shaped by conquest, plantation, assimilation, revolution, and partition.

Download or read book Old Black Fly written by Jim Aylesworth and published by Macmillan. This book was released on 1995-03-15 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: An oral reading and signing of the book "Old Black Fly" by staff of the McKinley Elementary School and Reddick Library.

Download or read book Othello written by William Shakespeare and published by . This book was released on 1883 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book A Picture Book of Thomas Jefferson written by David A. Adler and published by Lerner Publishing Group. This book was released on 2018-01-01 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: A package with simple language and detailed drawings conveys information about the life and accomplishments of Thomas Jefferson.

Download or read book The Dare written by Harley Laroux and published by . This book was released on 2023-10-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Jessica Martin is not a nice girl. As Prom Queen and Captain of the cheer squad, she'd ruled her school mercilessly, looking down her nose at everyone she deemed unworthy. The most unworthy of them all? The "freak," Manson Reed: her favorite victim. But a lot changes after high school. A freak like him never should have ended up at the same Halloween party as her. He never should have been able to beat her at a game of Drink or Dare. He never should have been able to humiliate her in front of everyone. Losing the game means taking the dare: a dare to serve Manson for the entire night as his slave. It's a dare that Jessica's pride - and curiosity - won't allow her to refuse. What ensues is a dark game of pleasure and pain, fear and desire. Is it only a game? Only revenge? Only a dare? Or is it something more? The Dare is an 18+ erotic romance novella and a prequel to the Losers Duet. Reader discretion is strongly advised. This book contains graphic sexual scenes, intense scenes of BDSM, and strong language. A full content note can be found in the front matter of the book.

Download or read book A Picture Book of Christopher Columbus written by David A. Adler and published by Lerner Publishing Group. This book was released on 2018-01-01 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Well-produced and appealing readalong...expressive narration and appropriate music and sound effects...Sure bet for story time or home." - Booklist

Download or read book My Great Aunt Arizona written by Gloria Houston and published by Perfection Learning. This book was released on 1997-04 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: An Appalachian girl, Arizona Houston Hughes, grows up to become a teacher who influences generations of schoolchildren.

Download or read book Let Freedom Ring written by Myra Cohn Livingston and published by . This book was released on 1992 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: A poetic treatment of Martin Luther King and his dream.

Download or read book Bigmama s written by Donald Crews and published by Greenwillow Books. This book was released on 1998-01-21 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: When the train arrived in Cottondale, the summer at Bigmama's house in Florida began. Donald Crews brilliantly evokes the sights, sounds, and emotions of a memorable childhood experience. "A very special book by a superb artist and storyteller."--Horn Book.

Download or read book Ryan White written by Ryan White and published by Perfection Learning. This book was released on 1992-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Before he died of AIDS on April 18, 1990, at the age of 18, Ryan White had battled fear and hatred, become a spokesperson for AIDS awareness, testified before the President's commission on AIDS, and touched the lives of millions.

Download or read book The Calypso Alphabet written by John Agard and published by . This book was released on 1993-01-01 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book I m the Big Sister Now written by Michelle Emmert and published by Albert Whitman. This book was released on 1989 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nine-year-old Michelle describes the joys, loving times, difficulties, and other special situations involved in living with her older sister Amy Emmert, who was born severely disabled with cerebral palsy.