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ggplot2: Elegant Graphics for Data Analysis (Use R!)

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Review

“The versatility and efficiency of ggplot have led to the development of ggplot2 and this book which overviews the standard use and presentation secrets of functions developed in the last 5 years. … The book is written in an accessible manner and it is suitable for undergraduates, postgraduates and researchers with some R experience. All theoretical concepts are accompanied by code making it easy to learn by reproducing the examples.” (Irina Ioana Mohorianu, zbMATH 1397.62006, 2018)“The book is an excellent and very comprehensive manual of … one of the most popular R packages. It is currently the only book describing ggplot2 in such depth. The book contains many examples and is very nicely illustrated, demonstrating the strength of the package.” (Klaus Galensa, Computing Reviews, May, 2017)

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From the Back Cover

This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics, including those that are multi-layered, with ease. With ggplot2, it's easy to:* produce handsome, publication-quality plots with automatic legends created from the plot specification* superimpose multiple layers (points, lines, maps, tiles, box plots) from different data sources with automatically adjusted common scales* add customizable smoothers that use powerful modeling capabilities of R, such as loess, linear models, generalized additive models, and robust regression* Â save any ggplot2 plot (or part thereof) for later modification or reuse* create custom themes that capture in-house or journal style requirements and that can easily be applied to multiple plots* approach a graph from a visual perspective, thinking about how each component of the data is represented on the final plotThis book will be useful to everyone who has struggled with displaying data in an informative and attractive way. Some basic knowledge of R is necessary (e.g., importing data into R). Â ggplot2 is a mini-language specifically tailored for producing graphics, and you'll learn everything you need in the book. After reading this book you'll be able to produce graphics customized precisely for your problems, and you'll find it easy to get graphics out of your head and on to the screen or page. Â New to this edition:* Brings the book up-to-date with ggplot2 1.0, including major updates to the theme system* New scales, stats and geoms added throughout* Additional practice exercises* A revised introduction that focuses on ggplot() instead of qplot()* Updated chapters on data and modeling using tidyr, dplyr and broom

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Product details

Series: Use R!

Paperback: 276 pages

Publisher: Springer; 2nd ed. 2016 edition (June 9, 2016)

Language: English

ISBN-10: 331924275X

ISBN-13: 978-3319242750

Product Dimensions:

6.1 x 0.6 x 9.2 inches

Shipping Weight: 1 pounds (View shipping rates and policies)

Average Customer Review:

3.9 out of 5 stars

25 customer reviews

Amazon Best Sellers Rank:

#72,598 in Books (See Top 100 in Books)

This review is for the 2nd Edition of the book. ggplot2 has changed a lot in recent years and the old book is no longer useful.Hadley has rewritten the book on ggplot2 completely and utilized the examples and questions from the communities on StackOverflow and GoogleGroups as a guide. The book starts off gentle, but does assume you have basic knowledge of R (installation of packages, some base functions, loading libraries and simple syntax). The components of the grammar are brought in piecewise and in a logical way that should help early learners and refresh those of us who have used the package for a while. There are tons of code examples which are colored coded for legibility and syntax reasons. Each block of code is followed by the output from that code, which helps the user understand what is expected. At the end of major sections, there are exercises which not only help you understand what you've learned, but also get you thinking about how you would analyze a similar dataset. This is really important because if you do these exercises, you will be well prepared to implement the visualization strategies herein on any dataset.Chapters 9-11 introduce auxiliary packages in the tidyverse (formerly "Hadleyverse") including dplyr, tidyr, and broom, which are used to discuss an entire data analysis pipeline. This sections does a good job of introducing these tools and what you would use them for. If you're interested in digging further into these packages, Hadley has been writing another book called R for Data Science which will hopefully be on sale in late 2016. An early version can be found here: [...]The last chapter is about programming with ggplot2. Hadley introduces some very useful, more advanced methods for plotting with ggplot2 from creating your own functions to using standard evaluation. A very useful introduction for more advanced users.Overall, the book is a gentle and thorough introduction to the ggplot2 package for beginners and a very useful references to all of the updates introduced in the last few years since the last ggplot book (Winston Chang's R Graphics Cookbook)R Graphics Cookbook.

I've been working with this book for a couple of months now -- lots of tabs and highlights. It is amazingly comprehensive for it's length but if you are pretty new to ggplot, this is a challenging introduction in the following way: the examples start at a pretty complex level of aesthetic combos and they are a bit too clever. As an example, things like the geom 'label' uses a dataframe named 'label' to place a label of 'label' on a plot -- cute but not helpful to the reader. This happens too much for beginners. It's like someone who is excellent in algebra naming all the different variables in an equation "x" -- they can keep track easily in their head because they breathe algebra and it saves them the trouble of thinking up a bunch of different variable names that they don't need for clarity. But it makes it hard going for a newbie trying to learn the pieces. In this way and others, many portions of the book are like a second-level of ggplot use; it's easier to learn the basics on one of the websites or one of the other cookbooks, then come here for clever ways to combine lots of things into a couple of lines of code. Sometimes Wickham gives the impression of wanting to teach the material but can't avoid opportunities to show some cleverness -- that's great for experienced people looking for tricks but it makes this book initially a bit frustrating at points for some users (like me). I still use it a lot but it's not a great reference for real basics. This is in part because the indexed refs to geoms are to an initial intro of the term but if you want to see how to use that geom beyond the single initial use, you need to read the whole book because the specifics are embedded in many other examples. This is no doubt on purpose but, again, be aware it's not a very good reference-type book.

This book 2016 version of the 2009 book and is really good. Great examples! Updated to the current version of R so all the examples and references are to functions and packages in the current R version that I am using today... which makes it much easier to follow.Writing style is very clear. Examples of each concept along with review questions that really make you think about what has just been covered rather than just regurgitating facts.Overall style is concept, some details, and examples.Sometimes I wish Hadley would use more of an primitive breakdown approach to examples. For example one example starts with using loess to build some data for an example. I'd rather just see some plain data rather than a building some data from line fitting. That would make it easer to see how data flows through an example. I appreciate that what Hadley ends up with is real world data, but I, and this may just be me, I like things explained at a more primitive level.But in any case this book is not just showing you some neat plots, even though it has many, it is giving you the fundamentals you need to be able to implement from scratch the plots you think up in your head to point out statistical features in your data.

It's hard to call yourself a statastician or data scientist without strong data visualization skills. Tools like Tableau or Microsoft office can only take you so far. ggplot is an excellent option that allows you to make highly customizable graphs at the cost of a slightly increased learning curve. As a statistics graduate student I found this book to be an excellent introduction to this R package and found the 2nd edition to be very up to date. It is by no means an exhaustive reference, but that makes the book readable and easy to follow. It provides just enough information to get you started and to point out major features and pitfalls, but there is no excess of words. I also appreciated the writer's familiarity with Tufte's philosophy. I highly recommend this book to anyone with at least a basic familiarity with R who looking to up their visualizations skills.

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PDF Download The 36-Hour Day, sixth edition: The 36-Hour Day: A Family Guide to Caring for People Who Have Alzheimer Disease, Other Dementias, and Memory Loss (A Johns Hopkins Press Health Book), by Nancy L. Mace

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Review

"The 36-Hour Day, 6th edition, serves as an essential guidebook full of detailed, practical, and compassionate advice for those caring for a PWD. This edition, released 36 years after the original, continues to provide relevant, practical, and up-to-date advice to those providing care to an individual with memory loss. The 36-Hour Day continues to serve as the gold-standard care guide for millions of dementia caregivers." (Kara B. Dassel, PhD, University of Utah, College of Nursing The Gerontologist)"We yearn for the day when there is no Alzheimer’s, no Alzheimer patients, and no Alzheimer caregivers. Until then, there is The 36-Hour Day." (Jeffrey Cummings, MD, ScD, Director, Cleveland Clinic Lou Ruvo Center for Brain Health)"Having lived the chapter and verse of The 36-Hour Day for twenty years, I know how this book empowers families with constructive and compassionate advice. This new edition offers definitive testament to the slow destructive force of Alzheimer’s disease and how it challenges families caring for loved ones with dementia. It is a must read by all those who serve our aging generation." (Meryl Comer, author of Slow Dancing with a Stranger: Lost and Found in the Age of Alzheimer’s)"Thorough and compassionate, offering accessible information and practical advice, The 36-Hour Day is a necessary resource for families living with dementia. Still the gold standard, this book is the trusted reference that families turn to first―and over and over―for guidance and support in caring for someone with Alzheimer’s disease." (Lisa Genova, author of Still Alice)"From its knowing title to its knows-everything contents, The 36-Hour Day "gets" what you're going through. This encyclopedia of dementia care misses no aspect of life affected, from tough behaviors to challenged relationships to medication decisions  ― describing each with both the honesty and compassion we caregivers deeply need." (Paula Spencer Scott, author of Surviving Alzheimer's: Practical Tips and Soul-Saving Wisdom for Caregivers)

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Review

"An excellent book for families who are caring for persons with dementia... A book that physicians can confidently recommend to the families of their patients." (Journal of the American Medical Association)"Excellent guidance and clear information of a kind that the family needs... The authors offer the realistic advice that sometimes it is better to concede the patient's frailties than to try to do something about them, and that a compassionate sense of humor often helps." (New York Times)"Both a guide and a legend." (Chicago Tribune)"An admirably realistic guide to caring for people with Alzheimer's." (New York Review of Books)"The best guide of its kind." (Chicago Sun-Times)"An excellent, practical manual for families and professionals involved in the care of persons with progressive illnesses... The book is specific and thought-provoking, and it will be helpful to anyone even remotely involved with an 'impaired' person... Highly recommended, especially for public and nursing libraries." (Library Journal)"Continues to be the 'bible' of recommendation for any caregiver whose family member suffers from dementia." (Bookwatch)"Recommended to all caregivers and families of persons with dementia as an indispensable source of valuable information on a very wide range of topics." (Case Management Journals)"An excellent guide with general information for family caregivers of persons with dementia... The text is person focused and describes the complexity and depth of the care required not only for persons with Alzheimer's disease and other forms of dementia but also for caregivers." (Activities, Adaptation and Aging)

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Product details

Series: A Johns Hopkins Press Health Book

Paperback: 416 pages

Publisher: Johns Hopkins University Press; sixth edition edition (April 18, 2017)

Language: English

ISBN-10: 1421422239

ISBN-13: 978-1421422237

Product Dimensions:

6 x 1.1 x 9 inches

Shipping Weight: 1.2 pounds (View shipping rates and policies)

Average Customer Review:

4.7 out of 5 stars

200 customer reviews

Amazon Best Sellers Rank:

#1,869 in Books (See Top 100 in Books)

A beloved member of our family has recently been diagnosed with Alzheimer's Disease. We first heard about THE 36-HOUR DAY from friends who also have a family member coping with that terrible diagnosis. Then a neurologist recommended the book to us. It turns out to be a life-saver, especially for caregivers who must shoulder so much responsibility, physically but also emotionally. So I cannot recommend this book highly enough for anyone in a similar circumstance. It is becoming our family's "Bible" and a much needed resource for answers to difficult questions, reassurances about oftentimes confusing behaviors, helpful advice in so many aspects of caregiving (e.g. getting outside help, combativeness, financial worries), and a source of simple but vital encouragement. If you are, like my family, facing a future having to care for someone you love who has Alzheimer's or some other form of dementia, you will want a copy of this book!

With a very close loved one having been diagnosed with dementia I went to a support group meeting. It was there I was introduced to the book, THE 36 HOUR DAY.by a lady that offered to loan her copy to me. After reading the first two chapters I was so impressed by the information in the book that I immediately ordered both the Kindle version and a hard copy!!The book is absolutely indispensable for anyone faced with the prospect of caring for a person suffering from any of the diseases causing dementia! To emphasize the importance of the book I mentioned it to our family doctor and he not only approved the book ... he immediately turned to his nurse and suggested the book to her! One has no idea of the problems one is facing when a loved one is diagnosed with dementia! Better to know in advance and have the opportunity to prepare than to be suddenly bogged down in problems and hardships, legal, physical, and mental, that you didn't even know existed!!Even if you personally are not involved in the care of a close loved one with dementia you will be better prepared to understand what someone you know is going through after reading the book. The authors have done their homework!Did I mention that I highly recommend the book?

This book is a must for anyone dealing with a loved one or if you are a sitter for the elderly with dementia or alzheimer's. When dealing with some one with this terrible disease so many questions are brought to light daily and you can just go to the index and find the answer. My mother-in-law all of a sudden started chewing her food forever and ever. I went to the index about feeding/eating and it explained that they forget they need to swallow or they forget they are even eating and we started prompted her to swallow. I hope this is helpful for those having to deal with this. Remember they aren't trying to give you a hard time, they are having a hard time.

The book is sad and scary, but it's nice to know what is coming. As many readers suggested, it is overwhelming in one sitting. Better to break it up and read the applicable sections when needed. Thank you for writing this book. It will help my family going forward.

Immensely helpful at processing the slow decline and subtle to extreme changes. It's not a novel. it's more of a text. I was given a copy by woman who just lost her dad to Alzheimer's. She said it's like the bible of answers for family/care provider. She was so right. I just purchased 2 copies for my brother and sister because they think they know it all. I told them they needed to keep this withing reach when they're sad, confused, have questions or just want to process the stages. We each find our own answers within this book at different times. Now, my dad who's been caring for my mom for over 4 years has been diagnosed over a year ago. It SUCKS but this helps. It really does. It's gotten me thru some confusing heartbreaking stages. We have a long road ahead and we're needing all the emotional help we can get.

I'm giving this 5 stars due to the importance of the information in the book, but for the dryness of the content, I'd give it 2 stars. It is a dry topic and I'm not sure how it could be made more interesting to read, so I'm giving my rating based on the first point. Personally, I found the last 3 chapters of the book to be the most interesting. They include a discussion on supposed risk factors that contribute to dementia, research on dementia, and other brain disorders. Most of the book is very practical and could be useful for a person who is able to make it through the book. I did glean a few good ideas from the book for dealing with a loved one. Also, the book refers the reader to other source material that could be very helpful depending on a family's exact situation. I'd say this book leans heavily toward being more like a reference book than a reader. Although the style is written in easy to read sentences, it is the topic itself that makes the book dry and difficult to plod through. Anyway, I wouldn't hesitate to recommend it to anyone who has a family member who has dementia. I have not been able to identify a better resource to date.

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Product details

File Size: 19150 KB

Print Length: 223 pages

Publisher: Two Pelerines Press (October 20, 2017)

Publication Date: September 12, 2017

Sold by: Amazon Digital Services LLC

Language: English

ASIN: B076CTWX6F

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This travel story was a great vicarious trip for two 80 somethings who would have taken the trip a few years ago had we known about it.

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