Unisciti a noi in un viaggio nel mondo dei libri!
Aggiungi questo libro allo scaffale
Grey
Scrivi un nuovo commento Default profile 50px
Grey
Iscriviti per leggere l'intero libro o leggi le prime pagine gratuitamente!
All characters reduced
Ultimate Pandas for Data Manipulation and Visualization - Efficiently Process and Visualize Data with Python's Most Popular Data Manipulation Library - cover

Ultimate Pandas for Data Manipulation and Visualization - Efficiently Process and Visualize Data with Python's Most Popular Data Manipulation Library

Tahera Firdose

Casa editrice: Orange Education Pvt. Ltd

  • 0
  • 0
  • 0

Sinossi

Unlock the power of Data Manipulation with Pandas.
Book Description
Unlock the power of Pandas, the essential Python library for data analysis and manipulation. This comprehensive guide takes you from the basics to advanced techniques, ensuring you master every aspect of pandas. You'll start with an introduction to pandas and data analysis, followed by in-depth explorations of pandas Series and DataFrame, the core data structures.
Learn essential skills for data cleaning and filtering, and master grouping and aggregation techniques to summarize and analyze your data sets effectively. Discover how to reshape and pivot data, join and merge multiple datasets, and handle time series analysis.
Enhance your data analysis with compelling visualizations using Matplotlib, and apply your knowledge in a real-world scenario by analyzing bank customer churn. Through hands-on examples and practical use cases, this book equips you with the tools to clean, filter, aggregate, reshape, merge, and visualize data effectively, transforming it into actionable insights.
Table of Contents
1. Introduction to Pandas and Data Analysis
2. Pandas Series
3. Pandas DataFrame
4. Data Cleaning with Pandas
5. Data Filtering with Pandas
6. Grouping and Aggregating Data
7. Reshaping and Pivoting in Pandas
8. Joining and Merging Data in Pandas
9. Introduction to Time Series Analysis in Pandas
10. Visualization Using Matplotlib
11. Analyzing Bank Customer Churn Using Pandas    
Index
Disponibile da: 06/10/2024.

Altri libri che potrebbero interessarti

  • Unsettling - Surviving Extinction Together - cover

    Unsettling - Surviving...

    Elizabeth Weinberg

    • 0
    • 0
    • 0
    The time has come to reimagine our relationship to the environment before it is too late.As wildfires char the American West, extreme weather transforms landscapes, glaciers retreat, and climate zones shift, we are undeniably experiencing the effects of the climate crisis in more and more destructive ways. Climate change is impacting every inhabited region of the world, but there is much we can still do.Unsettling explores human impacts on the environment through science, popular culture, personal narrative, and landscape. Using the stories of animals, landscapes, and people who have exhibited resilience in the face of persistent colonization across the North American continent, science writer Elizabeth Weinberg explores how climate change is a direct result of white supremacy, colonialism, sexism, and heteronormativity. Travel through the deep sea; along Louisiana’s vanishing bayous; down the Colorado, Mississippi, and Potomac rivers; and over the Cascade Mountains, and examine how we as humans, particularly white humans, have drawn a stark line between human and animal, culture and nature, in order to exploit anything and anyone we find useful. With gorgeous and pointed prose, Weinberg weaves together science, personal essay, history, and pop culture to propose a new way of thinking about climate change—one that is rooted in queerness and antiracism.
    Mostra libro
  • The Story of the Printing Press – How It Changed Civilization - The Invention That Sparked the Renaissance Reformation and the Modern World - cover

    The Story of the Printing Press...

    Zayn Anderson

    • 0
    • 0
    • 0
    Before the internet, before television, and even before mass literacy, one invention transformed the way humans communicated: the printing press. It gave birth to the Renaissance, the Reformation, and the Scientific Revolution, shaping the modern world as we know it. 
    This audiobook takes you deep into the fascinating story of the printing press, uncovering its origins, impact, and revolutionary effects on civilization. Discover: 
    ✅ How Johannes Gutenberg’s invention democratized knowledge 
    ✅ The printing press’s role in spreading religious and scientific revolutions 
    ✅ How it challenged kings, empowered thinkers, and reshaped societies 
    ✅ Why the printing press is considered one of the most important inventions in human history 
    The Story of the Printing Press – How It Changed Civilization is a must-listen for history lovers, technology enthusiasts, and anyone fascinated by the forces that shaped the modern world.
    Mostra libro
  • The 38 Billion Year Story of Life and Evolution - cover

    The 38 Billion Year Story of...

    Ylia Callan

    • 0
    • 0
    • 0
    This audiobook is narrated by an AI Voice. The 3.8 Billion Year Story of Life and Evolution takes listeners on an awe-inspiring journey through the vast history of life on Earth. From the mysterious origins of the first microbes to the great evolutionary leaps that gave rise to complex organisms, this audiobook unfolds the sweeping saga of our planet’s living tapestry. 
     
    Discover the Oxygen Revolution that transformed the atmosphere, the icy grip of Snowball Earth, the explosive diversification of the Cambrian Period, and the rise and fall of mighty species through cataclysmic mass extinctions. Walk alongside the earliest land plants, giant insects of the Carboniferous swamps, colossal dinosaurs, and finally, the remarkable emergence of mammals and humans. 
     
    Written in a clear, engaging narrative style, this audiobook blends science and storytelling to reveal how life has endured, adapted, and flourished against unimaginable odds. Whether you are fascinated by biology, geology, or the human story itself, The 3.8 Billion Year Story of Life and Evolution offers a grand perspective on the interwoven forces that shaped every creature alive today - including us.
    Mostra libro
  • On the Gait of Animals - cover

    On the Gait of Animals

    Aristotle

    • 0
    • 0
    • 0
    "On the Gait of Animals" is a scientific work written by Aristotle, which explores the ways in which different animals move and how their movements are related to their anatomy and physiology. The work is part of Aristotle's broader investigation into the natural world, and it represents an important contribution to the field of biology. Read in English, unabridged.
    Mostra libro
  • AI Author Advantage - cover

    AI Author Advantage

    PhD Bo Bennett

    • 0
    • 0
    • 0
    Write Smarter. Publish Faster. Stay in Control. 
     
    AI Author Advantage is a practical playbook for indie authors, self-publishers, and solo writers who want to save time and improve their publishing workflow with AI. 
     
    Independent publishing asks one person to do the work of many. This book shows how AI can help with the repetitive, mechanical, and first-pass tasks that slow you down, so you can focus on the creative and strategic decisions that matter most. 
     
    Inside, you’ll learn how to: 
     
    Choose the right AI tools for brainstorming, drafting, editing, research, and marketing 
     
    Build a lean tool stack that avoids overwhelm and duplicate effort 
     
    Create a repeatable book production workflow 
     
    Use templates and checklists to reduce decision fatigue 
     
    Think like a systems-minded author instead of a task-juggler 
     
    Work with more speed, clarity, and confidence 
     
    Clear, instructional, and grounded in the realities of self-publishing, this guide helps you use AI to produce better books faster while staying authentic, organized, and in control.
    Mostra libro
  • Art of Conversational Clarity for Impactful Connections - "Unlock the Art of Conversational Clarity! Enjoy dynamic audio lessons for creating impactful relationships!" - cover

    Art of Conversational Clarity...

    Dexter Hawk

    • 0
    • 0
    • 0
    Art of Conversational Clarity for Impactful Connections 
     ⭐⭐ A Simplified Guide with Clear Explanations ⭐⭐ 
    Are you aiming to advance your career and enhance your understanding of effective communication techniques?  
    Looking for a comprehensive resource that encompasses everything you need for impactful connections through conversation?  
    Your quest ends here! 
    This audiobook serves as your ultimate guide to deepening your comprehension, honing your skills, and engaging in practical exercises designed for real-world application. With this guide, you're set on the path to success. 
    Updated to reflect the latest in effective communication practices. 
    Key Features of this Enhanced Guide: 
    - In-depth insights into the methodologies of impactful conversation   
    - Thorough explanations of the principles of transforming ideas into clear understanding   
    - Effective strategies for preparing for meaningful dialogues and overcoming conversational challenges   
    Our guide stands out with its thorough coverage, crucial for your success in building impactful connections. Concepts are explored in depth rather than glossed over. 
    Crafted with a logical structure and straightforward language, our Audiobook ensures seamless transitions between topics. Bid farewell to complicated jargon and embrace clear, precise, and technically accurate content. 
    So, why delay? Click the BUY NOW button, secure your audiobook, and embark on your journey toward mastering conversational clarity! 
    Become skilled in the art of conversational clarity and watch your connections flourish!
    Mostra libro