Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
All characters reduced
Pandas Cookbook - Practical recipes for scientific computing time series and exploratory data analysis using Python - cover

Pandas Cookbook - Practical recipes for scientific computing time series and exploratory data analysis using Python

William Ayd, Matthew Harrison

Publisher: Packt Publishing

  • 0
  • 0
  • 0

Summary

Unlock the full power of pandas 2.x with this hands-on cookbook, designed for Python developers, data analysts, and data scientists who need fast, efficient solutions for real-world data challenges. This book provides practical, ready-to-use recipes to streamline your workflow. With step-by-step guidance, you'll master data wrangling, visualization, performance optimization, and scalable data analysis using pandas’ most powerful features. 
From importing and merging large datasets to advanced time series analysis and SQL-like operations, this cookbook equips you with the tools to analyze, manipulate, and visualize data like a pro. Learn how to boost efficiency, optimize memory usage, and seamlessly integrate pandas with NumPy, PyArrow, and databases. This book will help you transform raw data into actionable insights with ease.
Available since: 10/31/2024.
Print length: 404 pages.

Other books that might interest you

  • HBR's 10 Must Reads on Trust (with bonus article "Begin with Trust" by Frances X Frei and Anne Morriss) - cover

    HBR's 10 Must Reads on Trust...

    Harvard Business Review

    • 0
    • 0
    • 0
    Business success begins with trust. 
     
     
     
    Trust is the basis for all that we do as leaders and as organizations. Employees who trust their employers are more productive and creative. Businesses that earn their customers' trust maintain better relationships and reap better results. Meanwhile, breaches of trust between companies and the public are becoming more frequent—and more costly. 
     
     
     
    If you read (or listen to) nothing else on trust, listen to these ten articles. We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you build, maintain, and repair trust, both as a leader and as a company. 
     
     
     
    This book will inspire you to: develop trust through competence, legitimacy, and impact; understand the neuroscience of trust; follow through on your commitments to stakeholders; negotiate better with an untrustworthy counterpart; see your company through the eyes of your customers; and rebuild relationships after a breakdown of trust.
    Show book
  • Python Unleashed - Mastering the Art of Efficient Coding - cover

    Python Unleashed - Mastering the...

    James Livingston

    • 0
    • 0
    • 0
    Python Unleashed: Mastering the Art of Efficient Coding" is your ultimate guide to unlocking the full potential of Python programming. Whether you're a novice just starting your coding journey or an experienced developer looking to hone your Python skills, this book offers a comprehensive and structured approach to mastering the language. 
    With clear explanations and practical examples, "Python Unleashed" ensures that readers of all levels can grasp and apply Python's fundamental concepts effectively. The focus on efficiency sets this book apart, teaching you not only how to write Python code but also how to write it efficiently. You'll learn optimization techniques, best practices, and the art of crafting clean and elegant code. 
    This book goes beyond syntax and delves into real-world applications, introducing you to essential Python libraries and frameworks like NumPy, pandas, and Django. Whether you're interested in data science, web development, or automation, "Python Unleashed" equips you with the skills and knowledge to excel in these domains. 
    Moreover, "Python Unleashed" emphasizes the importance of good coding practices and software design, ensuring that you not only write code that works but also maintainable and collaborative code. 
    Don't miss your chance to master the art of efficient coding with Python. "Python Unleashed" is your roadmap to becoming a skilled and proficient Python developer.
    Show book
  • The Tensaw River - Alabama's Hidden Heritage Corridor - cover

    The Tensaw River - Alabama's...

    Mike Bunn

    • 0
    • 0
    • 0
    The Tensaw River introduces one of the American South's richest and most fertile natural features. Author Mike Bunn is director of Historic Blakeley State Park, which is nestled in a prominent bend of the majestic Tensaw River. 
     
     
     
    Forming the eastern boundary of the expansive Mobile-Tensaw Delta, the Tensaw has had little industrial development. Left largely undisturbed, the river flows free and bountiful into the grand estuary of Mobile Bay in ways that would be recognizable to Native Americans centuries ago and to pioneers who arrived before Alabama became a state. 
     
     
     
    Bunn's unforgettable stories in The Tensaw River trace the construction and occupation of the Bottle Creek site, an important mound complex built by Southeastern Native Americans a millennia ago. Nearby Blakeley is an antebellum ghost town whose lost memories tease the imagination. During the Civil War, the boom of artillery fire in the battle that sealed the fate of the city of Mobile echoed along the bends in the Tensaw. 
     
     
     
    Located near popular travel destinations, the Tensaw's "Forgotten Cultural Heritage Corridor" is a gateway to the enchanting beauty of—and humankind's relationship to—the landscape of the American South.
    Show book
  • Self confidence for job interview (for women) - A guided meditation - DST Hypno with Stu Newman - cover

    Self confidence for job...

    Stuart Newman

    • 0
    • 0
    • 0
    DST Hypno with Stu Newman is the perfect way to boost your self confidence before a job interview.  
    With his unique approach, he helps you understand how to use positive thinking and visualization techniques to overcome any anxiety or fear that may be holding you back from achieving success in the workplace.  
    He also provides tips on how best to present yourself during an interview and encourages you not only believe in yourself but also embrace your own potential as a professional.  
    By using DST Hypno with Stu Newman, women can gain the courage they need for successful job interviews and take one step closer towards their career goals! 
    (This session contain references to items and garments historically and traditionally linked to women. There is no reason a man cannot benefit from this session also)
    Show book
  • The Wolverine Way - cover

    The Wolverine Way

    Douglas H. Chadwick, Rick Ridgeway

    • 0
    • 0
    • 0
    Glutton, demon of destruction, symbol of slaughter, mightiest of wilderness villains . . . The wolverine comes marked with a reputation based on myth and fancy. Yet this enigmatic animal is more complex than the legends that surround it. With a shrinking wilderness and global warming, the future of the wolverine is uncertain. The Wolverine Way reveals the natural history of this species and the forces that threaten its future, engagingly told by Douglas Chadwick, who volunteered with the Glacier Wolverine Project. This five-year study in Glacier National Park—which involved dealing with blizzards, grizzlies, sheer mountain walls, and other daily challenges to survival—uncovered key missing information about the wolverine's habitat, social structure, and reproduction habits. Wolverines, according to Chadwick, are the land equivalent of polar bears in regard to the impacts of global warming. The plight of wolverines adds to the call for wildlife corridors that connect existing habitat that is proposed by the Freedom to Roam coalition.
    Show book
  • Meteorite Hits and Near Misses - cover

    Meteorite Hits and Near Misses

    George Mitrovic

    • 0
    • 0
    • 0
    What is a meteor or meteorite? A meteor is a small body of matter apparently from outer space that upon entering the Earth’s atmosphere resembles a streak of light, what we normally call falling stars. A meteorite is one of these that successfully hits the ground and sometimes other things, including people, buildings and animals! 
    Until 1803 most scientists regarded falls of meteorites as absurd and fantastical. As well as impossible. This was until the massive fall onto L’Aigle in France of thousands of meteorites on April 23rd 1803. Previously on November 11th 1799 there had also been a massive meteor shower comprising thousands of meteors that was seen all over the Earth. This is now known to be the Leonid meteors whose falls have diminished since. The Leonids come around every November, usually near the beginning of the month. Funny how this is a peak period for UFO sightings! That was accepted meteorites. Then you have such things as Black Comets. Black comets are extinct cometary nuclei which no longer create outgassing. No tail is visible. They are black and difficult to see in space unless they are passing celestial bodies. Even these seem apparently normal when you look at everything that has come crashing down, sometimes heavily and sometimes lightly, from the skies. Amongst the true meteorites and possible fragment of black comets, and possibly even antimatter, and even large blocks of ice, what then are the rest of these? That the majority of UFO sightings might actually be misidentified meteoric or cometary bodies. The list of incidents from the sky including numerous near misses. Are they meteors, comets or UFOs or a combination or misinterpretation of all of the above?
    Show book