Charm and Dirty Bird are good friends. Charm is the opposite of her name; she is very untidy. Dirty Bird is the opposite of his name. He is very neat. However, regardless of their differences, they are good friends because they don't judge each other by their differences. Their differences make them great friends.

Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

Think minimalism means a perfectly curated, always tidy home? Think again. Drowning in tides of toys, overflowing closets, and a crazy schedule, Rachelle Crawford assumed you had to be naturally organized to keep a tidy living space. Then she found minimalism: the messy, real-life kind, that is less about perfection and more about purpose. Thus began a journey toward decluttering her home, calendar, and soul. With empathy, grace, and humor, Crawford--who curates the popular Abundant Life with Less site--shares doable ways to own less and live more fully. Laying out practical strategies for reducing waste, curbing consumption, decluttering, and finding lots more joy, Crawford offers no-nonsense solutions for the rest of us. Learn to become a more conscious consumer, create a capsule wardrobe, inspire family members to join you, free up more time for the things that matter, and create a tidy(ish) home. The messy minimalist way is a no-judgment zone, one in which we learn sustainable habits and grace-based practices. It's about living lightly on the earth and making room for purpose. Becoming a messy minimalist is not about turning into someone else; it's about clearing away clutter and expectations to unearth who you really are. It's about carrying fewer things so that we find ourselves holding onto what truly matters.

Chapter 7. Case Study : Comparing Twitter Archives; Getting the Data and Distribution of Tweets; Word Frequencies; Comparing Word Usage; Changes in Word Use; Favorites and Retweets; Summary; Chapter 8. Case Study : Mining NASA Metadata; How Data Is Organized at NASA; Wrangling and Tidying the Data; Some Initial Simple Exploration; Word Co-ocurrences and Correlations; Networks of Description and Title Words; Networks of Keywords; Calculating tf-idf for the Description Fields; What Is tf-idf for the Description Field Words?; Connecting Description Fields to Keywords; Topic Modeling.

The wildly popular YouTube star behind Clean My Space presents the breakthrough solution to cleaning better with less effort Melissa Maker is beloved by fans all over the world for her completely re-engineered approach to cleaning. As the dynamic new authority on home and living, Melissa knows that to invest any of our precious time in cleaning, we need to see big, long-lasting results. So, she developed her method to help us get the most out of our effort and keep our homes fresh and welcoming every day. In her long-awaited debut book, she shares her revolutionary 3-step solution: • Identify the most important areas (MIAs) in your home that need attention • Select the proper products, tools, and techniques (PTT) for the job • Implement these new cleaning routines so that they stick Clean My Space takes the chore out of cleaning with Melissa’s incredible tips and cleaning hacks (the power of pretreating!) her lightning fast 5-10 minute “express clean” routines for every room when time is tightest, and her techniques for cleaning even the most daunting places and spaces. And a big bonus: Melissa gives guidance on the best non-toxic, eco-conscious cleaning products and offers natural cleaning solution recipes you can make at home using essential oils to soothe and refresh. With Melissa’s simple groundbreaking method you can truly live in a cleaner, more cheerful, and calming home all the time.

A houseful of clutter may not be the only reason people pack on extra pounds, but research proves that it plays a big role. A recent study showed that people with supercluttered homes were 77 percent more likely to be overweight or obese! Why? Author Peter Walsh thinks it’s because people can’t make their best choices--their healthiest choices--in a cluttered, messy, disorganized home. In Lose the Clutter, Lose the Weight, organizing guru Walsh comes to the rescue with a simple 6-week plan to help readers: • Clear their homes of excess "stuff" as they discover their vision for their personal space • Clear their bodies of excess pounds as they follow a healthy, supersimple eating and exercise plan • Clear their minds and spirits of the excess weight of too many possessions All the pieces are connected--and Walsh weaves them together for a 6-week program that leads readers step-by-step through decluttering their homes, their bodies, and their lives. Rodale took the program for a testdrive with two dozen volunteers who followed his plan. All reported great results--from significant weight loss to calmer minds and more organized, happier, and more efficient lives. With a room-by room organizing guide, plus supersimple recipes and an easy exercise plan, Lose the Clutter, Lose the Weight is the only book to help readers clear the clutter while they zap the pounds all at the same time.

Find your way through the mess to embrace the fulfilling life you've always dreamed of. Join New York Times bestselling author John Eldredge as he shares practical, simple, and refreshing tips with you for living fully. How would you say you are doing these days? Are you happy most of the time? Do you feel deeply loved? Are you excited about your future? How often do you feel lighthearted? These questions almost seem unfair. Life is so hard on all of us, rough on our humanity. We live in soul-scorching times. The mad pace of it all, the number of demands on our time and energy, and the overwhelming torrent of information coming at us 24-7 have left us all ragged, wrung-out, and emptied. This isn't the life we want, but how do we get off the roller coaster? In Get Your Life Back, John Eldredge shows you how to move forward into the life you so desperately need. By incorporating a few simple practices—what John calls "graces"—you can begin to recover your soul, disentangle from the tragedies of this broken world, and discover the restorative power of beauty. These simple practices are yours for the taking. You don't need to abandon your life to get it back--in fact, John shares that you can start restoring your life here and now. Get Your Life Back will give you the tools you need to: Learn how to insert the One Minute Pause into your day Begin practicing "benevolent detachment" and truly let it all go Offer kindness toward yourself in the choices you make Drink in the simple beauty available to you every day Take realistic steps to unplug from technology overload God wants to strengthen and renew your soul, and Jesus longs to give you more of himself. The world may be harsh, but God is gentle; he knows what your daily life is like. All we need to do is put ourselves in places that allow us to receive his help. You can live freely and lightly. Let Get Your Life Back show you how. Your soul will thank you for it.