Hello Readers!

A new tab, Stats, has the analysis from the prior two posts collected into one page.

I've updated the Current Selection tab to reflect our October, November, December selections, per our last meeting 17 Sept.

Also updated is the What's Next tab to reflect all selections in the database that have not been either already selected, or removed from consideration by the club at large.  That's 19 candidates for the club.

Please review the list of candidates on the What's Next tab before the next meeting (14 October), and lets plan to discuss and remove maybe half of them from the candidates list at the next club meeting, to make room for more interesting books we may want to consider as we head into 2020.

 Hello Readers!

I did a little more data scraping from the intarwebs, gathering some demographic information for the list of authors we've considered for the book club.

This analysis includes all books through the October 2021 selection (The Unlikely Pilgrimage of Harold Fry).

Books by Birth Year of Author

In addition to reading the world (see the previous post), I was wanting to encourage reading classics.  Our earliest born author is Alexander Pushkin in 1799 (The Captain's Daughter), our latest born author is Sara Baume in 1984 (Spill Simmer Falter Wither).  

I've binned the authors up by quintile of books we've selected, so this bargraph is a little bit odd since the selection is forced, but you can at least see counts of books selected by birth year band:

The unknown bin is all authors for whom I could not find a year of birth, but most of them are current working authors. 

• bin 1799 thru 1907 covers 108 years (pre WWI?)
• bin 1908 thru 1947 covers 40 years (between the WWs?)
• bin 1948 thru 1962 covers 15 years (the boomers approximately?)
• bin 1962 thru 1975 covers 14 years (GenX, aka latchkey or MTV generation)
• bin 1975 thru 1984 covers 10 years (Millenials? a little early for that but maybe)

When we examine the page count of books, by the birth year of the author, we see a general trend of larger books selected as the author birth year comes closer to the current year.  It may mean we are more willing to tackle larger books if the author is near us in age generationally.

Books by Gender of Author

35% of our selected works have been by female authors, and 65% by male authors. I note a pretty big shift from before 2017 to after 2017, where prior to 2017 we were more likely to select books by male authors, than we have been since 2017.

Looking at the gender of authors we have selected based on birth year, we see a pretty strong trend that when the author we select is younger, the gender tends to be female.  That may be a reflection of trends in publishing?  not sure about that.

Looking at the size of books we select by gender, not a whole lot of difference overall, but that pre- to post- 2017 stands out pretty strongly.  the average page count of a book we selected where the author was female is 358 pages, when the author is male the average book length is 380 page (this male page average includes Gravity's Rainbow).  As above, I note before 2017 our male authored books ran somewhat longer than our female authored books which is affecting the mean of course.

The trend lines in the graph below show that since 2017, we've been much more evenly split in total page count read in the year by author gender than previously.  during 2021 to date, I note we seem to be selecting male authors more than female authors so far.

 Hello Readers!

Our What's Next tab is updated with the list of candidates to consider for future club selections.

Here's some observations on our selection history:

How many books have we selected?

We have selected a total of 79 books, over a 7 1/2 year history.  2021 is a partial year, but I'm counting up through The Unlikely Pilgrimage of Harold Fry, scheduled for discussion in October 2021

How many pages?

From club inception to August 2021 (Through Klara, our last meeting) we have read 28,616 pages in the club.   

Our shortest book so far was A Christmas Carol (88 pages), followed by The Life and Adventures of Santa Clause (90 pages).  Our longest works selected were Rebel Yell: The Violence, Passion, and Redemption of Stonewall Jackson (689 pages) much of which was not text, followed by Once and Future King (650 pages).  (Discounting Gravity's Rainbow at 770 pages...)

Our average selection has 372 pages, down a mere 3 pages from when I ran these stats back in 2018.

Is what we are reading well-rated on Amazon?

At some point when I was putting things on the list to consider, Amazon Stars was one of the things I paid attention to.  Here's how our selections have stacked up on Amazon:

Our average Amazon Stars is increasing (very slowly) overall, and we seem to not be interested in books without at least 4-ish Amazon Stars.  Note how in the last 2 years our variation in amazon stars has really decreased.  Some of that is the range restriction in 2020 from COVID19, we don't have many selections in that year, so that's part of it.  Not sure if that's a general trend at Amazon, or a reflection that we may be less tolerant of lower-rated books now.  The lowest rated book we have selected is now Amsterdam at 3.8 stars followed by The White Plague at 3.9 stars.  Note when we read Gone Girl, it came in at 3.8 but is now showing 4.0 on Amazon. Wicked, which used to be our lowest at 3.6 is now showing 4.4 stars on Amazon.  The highest rated book at 5 stars remains Have a Good Day for Jesus and John Wayne, followed by Illumination in the Flatwoods at 4.9 stars. In general I'm not sure Amazon Stars really matters, but this is what we have for data.

Who wrote what we are reading?

One of the things I was trying to do early on is "read the world", trying to get voices and contexts we might not pick up through our individual reading preferences.  We have not done all that well in that respect.  we are ethno- and cultural- centric in our club reading selections.  American, British and Canadian authors represent 85% of our reading selections.

 

What's our ratio of Fiction to Non-Fiction?

What categories (Fiction vs Non-Fiction) have we selected?  (I classified our one poetry selection as non-fiction as it appeared memoir-ish)

and what genres have we been reading?

Our Fiction genre data isn't very useful as the vast majority are unclassified.  Might be something we talk about at a future club meeting?  I'm not sure where to categorize much of these, so I've just left them blank.

Our Non-Fiction genre data is affected by some inconsistencies in categorization I know, especially since I put such things as River of Doubt in Journalism.  That should probably have been one of the Narrative Non-Fiction, perhaps other things I put in Journalism should be reclassified as well.

Now you know!  

We can use this information to insure we are reading broadly, and not focusing exclusively on a small subset of genres.

Looking forward to everyone's feedback.  I'll post the data once I remember how to do so! But hopefully tonight or tomorrow.