Pandas in Action PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Pandas in Action PDF full book. Access full book title Pandas in Action by Boris Paskhaver. Download full books in PDF and EPUB format.
Author: Boris Paskhaver
Publisher: Simon and Schuster
ISBN: 163835104X
Category : Computers
Languages : en
Pages : 438
Get Book Here
Book Description
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
Author: Boris Paskhaver
Publisher: Simon and Schuster
ISBN: 163835104X
Category : Computers
Languages : en
Pages : 438
Get Book Here
Book Description
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
Author: Christopher Barzak
Publisher: Bantam
ISBN:
Category : Fiction
Languages : en
Pages : 324
Get Book Here
Book Description
Barzaks delicately wrought debut novel is a poignant coming-of-age tale with the emotional resonance of "The Lovely Bones" and the rough edges of "The Catcher in the Rye."
Author: K D Weaver
Publisher:
ISBN:
Category :
Languages : en
Pages : 114
Get Book Here
Book Description
Enola Wilson was a sweet little girl that unnoticeably landed in the path of evil. Parents always warn their children of the dangers in a stranger, but how often are we warned about our own blood relatives? Enola was the victim of incest, rape, and child molestation by the age of five. Where? In her grandmother's basement. After nine years of agonizing silence, Enola comes clean to her mother. After a brief confrontation instilled at her grandmother's home over her mother bringing light to her sexual abuse, she was shunned from the family. Enola longed for the attention of the people who protected her abuser, rather than her. She was shunned for being the victim of child rape. Her abuser taunted her for years. Narcissism, alcoholism, violence, sexual abuse, generational curses that must be broken. Enola took a stand. Evil is not always lurking around in the dark outside of the window. Sometimes it is within. Are you awake?
Author: Jack London
Publisher: Lindhardt og Ringhof
ISBN: 8726563886
Category : Fiction
Languages : en
Pages : 63
Get Book Here
Book Description
We’ve all taken a dislike to someone for no real reason. But few of us nurture this hatred like the narrator of "Moon-Face". The target of his irrational malice is a man named John Claverhouse. With cold precision, the narrator sets to planning the man’s downfall. Why he has this urge, he can’t explain. But he knows he’ll feel immense satisfaction when John Claverhouse is made to suffer. In this macabre little tale, Jack London pinpoints a very common but unpleasant human trait. And then takes it to a horrifying extreme. This short story collection also includes "All Gold Canyon", which was adapted as part of the Netflix anthology movie "The Ballad of Buster Scruggs". Jack London (1876–1916) was one of the first American writers to achieve worldwide celebrity. He did so with rugged adventure stories set in forbidding landscapes. And heroes who survive by embracing their most primal instincts. His breakthrough best seller was "The Call of the Wild". Inspired by his time in the Klondike Gold Rush, this hard-hitting novel is told from the perspective of a sled dog named Buck. It’s inspired many adaptations, including a big-budget movie starring Harrison Ford. Among London’s other notable works are "White Fang", also featuring a canine protagonist, as well as "The Sea-Wolf", "Martin Eden" and "The Iron Heel".
Author: Chretien de Troyes
Publisher: Yale University Press
ISBN: 0300038380
Category : Poetry
Languages : en
Pages : 244
Get Book Here
Book Description
A twelfth-century poem by the creator of the Arthurian romance describes the courageous exploits and triumphs of a brave lord who tries to win back his deserted wife's love
Author: Rigby
Publisher:
ISBN: 9781418914219
Category :
Languages : en
Pages : 0
Get Book Here
Book Description
Author: Robert J. Boardingham
Publisher: Universe Publishing(NY)
ISBN:
Category : Art
Languages : en
Pages : 86
Get Book Here
Book Description
Dist. by St. Martin's Press, Exhibition catalog.
Author: Carlos PenaVega
Publisher: Thomas Nelson
ISBN: 1400234859
Category : Family & Relationships
Languages : en
Pages : 225
Get Book Here
Book Description
The world saw Carlos Pena and Alexa Vega enjoying the success of their acting careers--Carlos on Nickelodeon's Big Time Rush and Alexa in the Spy Kids movies. But what they didn't see was the question both Carlos and Alexa were asking in the midst of all that fame and fortune: What's the point of it all anyway? Overflowing with both laughter and honest reflections, What If Love Is the Point? shares Carlos and Alexa PenaVegas' incredible story--from the red carpet, Spy Kids movies, and Big Time Rush to Dancing with the Stars to marriage and their greatest adventure, parenthood. Join them as they: Offer an inspiring window into how God builds young faith and strengthens it into lasting love Give insight into how to put God at the center of relationships, family, and career Explore why society's expectations never fulfill our true needs Share ideas for resisting the hustle of today's culture and finding true rest Carlos and Alexa believe that following Jesus was what they were made for--and they believe it's what you were made for too. If you find yourself asking, "Isn't there more to life than this?," lean in to their remarkable story of tender faith, God's persistent work, and learning why love is always the point of it all. Praise for What If Love Is the Point?: "This is more than a book. It's a story of freedom, hope, redemption, and love. Being in the public eye, I understand the struggles they faced (and continue to face), individually and as a couple. I recognize myself in a lot of the stories they share. What If Love Is the Point? helped me heal from life's wounds. It taught me that I'm not alone and I know this book will help so many others grow their faith and live out love. I didn't want it to end." —Sam Acho, author of Let the World See You, analyst at ESPN, and nine-year NFL linebacker
Author: Various
Publisher: National Geographic Books
ISBN: 0142002208
Category : Performing Arts
Languages : en
Pages : 0
Get Book Here
Book Description
In these vivid and revealing interviews, a diverse collection of filmmakers talk in extraordinary detail and with amazing candor about making their first films. Each chapter focuses on a director's celebrated debut and tells the inside story of the film's creation. Along the way, every aspect of the movie industry is explored-from writing the script and raising the money to casting the actors and assembling the crew, from shooting and editing to selling the movie and screening it. These interviews are not only memoirs of particular movies; each one is also an emotional journey in which the director relives the pain and elation, the comedy and tragedy, of making a first feature film.
Author: Sampson Ejike Odum
Publisher: iUniverse
ISBN: 1663205043
Category : Fiction
Languages : en
Pages : 123
Get Book Here
Book Description
‘KUMBA AFRICA’, is a compilation of African Short Stories written as fiction by Sampson Ejike Odum, nostalgically taking our memory back several thousands of years ago in Africa, reminding us about our past heritage. It digs deep into the traditional life style of the Africans of old, their beliefs, their leadership, their courage, their culture, their wars, their defeat and their victories long before the emergence of the white man on the soil of Africa. As a talented writer of rich resource and superior creativity, armed with in-depth knowledge of different cultures and traditions in Africa, the Author throws light on the rich cultural heritage of the people of Africa when civilization was yet unknown to the people. The book reminds the readers that the Africans of old kept their pride and still enjoyed their own lives. They celebrated victories when wars were won, enjoyed their New yam festivals and villages engaged themselves in seasonal wrestling contest etc; Early morning during harmattan season, they gathered firewood and made fire inside their small huts to hit up their bodies from the chilling cold of the harmattan. That was the Africa of old we will always remember. In Africa today, the story have changed. The people now enjoy civilized cultures made possible by the influence of the white man through his scientific and technological process. Yet there are some uncivilized places in Africa whose people haven’t tested or felt the impact of civilization. These people still maintain their ancient traditions and culture. In everything, we believe that days when people paraded barefooted in Africa to the swarmp to tap palm wine and fetch firewood from there farms are almost fading away. The huts are now gradually been replaced with houses built of blocks and beautiful roofs. Thanks to modern civilization. Donkeys and camels are no longer used for carrying heavy loads for merchants. They are now been replaced by heavy trucks and lorries. African traditional methods of healing are now been substituted by hospitals. In all these, I will always love and remember Africa, the home of my birth and must respect her cultures and traditions as an AFRICAN AUTHOR.
