This data set from Goodreads links provides information about more than 10,000 books, across multiple categories such as title, length, language, average Goodreads rating, and more.
Page 1
word freq
press press 393
penguin penguin 364
vintage vintage 305
classics classics 195
harper harper 150
berkley berkley 133
bantam bantam 127
house house 126
simon simon 117
ballantine ballantine 108
Page 2
Chart 3, which highlights the 25 publishers who publish the longest books.
Page 3
Charts 4 with its dataframe and chart 5, which show the most frequent words in titles from this data set.
word freq
vol vol 111
life life 105
stories stories 99
world world 79
story story 74
love love 73
death death 63
new new 62
time time 62
trilogy trilogy 62
Page 4
Column
Chart 6 (Below) and 7, which show the Average Rating compared to the number of pages for the top and bottom 100 books.
Column
Chart 7
Page 5
column
Charts 8 (Below) and 9, which show the similarity in number of pages between the Top 100 and Bottom 100 books.
column
Chart 9
Page 6
Chart 10, which shows that time of year has no effect on Average Ratings.
Page 7
column
Chart 12 highlights more books are published in December than in other months.
column
###Chart 13 shows how our variables fluctuate throughout the year.