Pick three of your favorite books on one of your favorite subjects. At least one of the books should have more than one author. For each book, include the title, authors, and two or three other attributes that you find interesting.
Take the information that you’ve selected about these three books, and separately create three files which store the book’s information in HTML (using an html table), XML, and JSON formats (e.g. “books.html”, “books.xml”, and “books.json”). To help you better understand the different file structures, I’d prefer that you create each of these files “by hand” unless you’re already very comfortable with the file formats . Write R code, using your packages of choice, to load the information from each of the three sources into separate R data frames. Are the three data frames identical?
Your deliverable is the three source files and the R code. If you can, package your assignment solution up into an .Rmd file and publish to rpubs.com. [This will also require finding a way to make your three text files accessible from the web].
loading the packages
library(XML)
library(RCurl)
library(jsonlite)
library(kableExtra)Loading the HTML table file - books.html from GitHub link into a data. frame:
books.html.url <- "https://raw.githubusercontent.com/IvanGrozny88/books/main/DATA607_assigment5.html"
books.html.content <- getURL(books.html.url)
books.html.df <- as.data.frame(readHTMLTable(books.html.content))
books.html.df %>% kable() %>% kable_styling()| NULL.Name | NULL.Authors. | NULL.Genres. | NULL.Original.language. | NULL.Originally.published. |
|---|---|---|---|---|
| Rich Dad Poor Dad | Robert Kiyosaki, Sharon Lechter | Personal finance, Non-fiction |  English | 1997 |
| Why We Want You to Be Rich: |  Donald Trump, Robert Kiyosaki | Self-help book |  English | 10.1.2006 |
| Harry Potter and the Half-Blood Prince | J. K. Rowling | Â Novel, Young adult fiction, Fantasy Fiction, Adventure fiction | Â English | 16-Jul-05 |
Loading the XML file - books.xml from GitHub link into a data. frame:
books.xml.url <- "https://raw.githubusercontent.com/IvanGrozny88/books/main/DATA607_Assigment5.xml"
books.xml.content <- getURL(books.xml.url)
books.xml.df <- xmlToDataFrame(books.xml.content)
books.xml.df %>% kable() %>% kable_styling()| book |
|---|
| Rich Dad Poor DadRobert KiyosakiSharon LechterPersonal finance, Non-fictionEnglish1997 |
| Why We Want You to Be RichDonald TrumpRobert KiyosakiSelf-help bookEnglish2006 |
| Harry Potter and the Half-Blood PrinceJ.K.RowlingNovel, Young adult fiction, Fantasy Fiction, Adventure fictionEnglish2005 |
Loading the JSON file - books. Json from GitHub links into a data. frame:
books.json.url <- "https://raw.githubusercontent.com/IvanGrozny88/books/main/DATA607_assigment5.json"
books.json.content <- getURL(books.json.url)
books.json.df <- as.data.frame(fromJSON(books.json.content))
books.json.df %>% kable() %>% kable_styling()| book_table.book.Title | book_table.book.Author.s. | book_table.book.Genres | book_table.book.Originallanguage | book_table.book.Originallypublished |
|---|---|---|---|---|
| Rich Dad Poor Dad | Robert Kiyosaki, Sharon Lechter | Personal finance, Non-fiction | English | 1997 |
| >Why We Want You to Be Rich | Donald Trump , Robert Kiyosaki | Self-help book. | English | 2006 |
| Harry Potter and the Half-Blood Prince | J.K.Rowling | Novel, Young adult fiction, Fantasy Fiction, Adventure fiction | English | 2005 |