Thursday 2 May 2024

Some Analysis of Stanley Cup Winners since 1993-94

I wrote the post below as a response to a Quora question.  I was planning to do some blogging about Stanley Cup data that I am analyzing, so I will kick that off with reprinting this on the blog.

 

Can statistics and data analysis be used to predict the results of cricket matches?

Yes, obviously you can use statistics and data analysis to predict the results of cricket matches. You can do this for any game that has a consistent set of rules and a reasonably large collection of data on games, teams, players, results of matches, etc…

I haven’t followed cricket personally (though it seems like an interesting game), but I have used statistics to predict horse races (made some money for a few years) and am currently looking at ice hockey (Stanley Cup playoffs history) both for prediction purposes and for understanding of some aspects of the game. Specifically, I want to explain why Canadian teams haven’t won a Stanley Cup in over 30 years. I have found a very reasonable, evidence-based answer to that question, but am holding that back for now. I will eventually use all this data to do a book on Amazon.

Here is a quick lesson in how to use data to predict sports:

  • First, make sure you actually know how to analyze data. That means a reasonable grounding in math, statistics, data science and computer programming (or spreadsheet manipulation). That is usually obtained via schooling, but an intelligent motivated person can probably pick up a lot of the essentials with time and self-study.

  • Next, find a source of data for your analysis. When I did the horse races, decades ago, that meant obtaining a paper copy of The Daily Racing Form, then hand-entering the data into a computer. For my hockey study, there are now numerous websites with data. So, if you have the time and knowledge, you can often scrape a lot of data from those sites.

  • Next, analyze the data. It helps to have at least a general idea of what you are looking for (a “research question”). However, this isn’t an academic study (not usually anyway), so you can relax a lot of the methodological niceties. So, explore widely, for interesting insights that you may not have expected when you got into the study.

  • Do a lot of descriptives. They are always helpful. Here is an example from my hockey analysis, where you can see that the home team that has an advantage in the playoffs, though it isn’t huge (about 54%). But it is consistent, which is important.


    Here's another one, where you can see that the team that has a higher ranking in the regular season does have an advantage in the playoffs, though it isn’t huge (averaging about 55%, but the best-fit trend-line shows it going from about 60% at the beginning of the period to about 50% by the end).


  • But then do a deeper dive. Being higher ranked is important, but how much higher ranked is even more important. You can see that the win pct of the better ranked team goes up, as the difference between that team and the lesser ranked team increases. This is also quite consistent, though there are some interesting outliers.


  • The second graph shows the size of the data grouping for each rank difference (i.e. the number of games where there was that difference in ranks). Now those outliers don’t look so scary - they only accounted for a small percentage of games overall. The main sequence of the data is consistent and has large numbers of games, so probably very reliable.


  • Then, you might do some more inferential and/or multivariate statistics. You might also do subgroup analysis, to understand your data at a more granular level. As you can see below, the relationship between team success in the playoffs vs the regular season seems to break down as you get further into playoff rounds (the red line is for all playoff games, and the blue line is for semi-final games only).


  • Anyway, you can obviously carry on with this type of analysis, looking at various other factors (e.g. home game vs away game, offensive team style vs defensive team style, etc.). I am doing that with my hockey analysis. All this could be done for cricket, too, though obviously the factors that you will study will be unique to the game (e.g. for cricket, you might be interested in batting averages or runs scored).

Naturally, a big question for this sort of activity is “what is the purpose?” It might be for:

  1. a better understanding of the game

  2. to improve team management or coaching

  3. win money gambling.

If your purpose is to win money gambling, that is a high hurdle to jump, unless you are just betting with friends. If you are up against government-sponsored gambling, you face a very high “take-out”. That’s the part of the pool that the government keeps for itself. If that number is high, you need a very big edge to win, so you have to discover something important about predicting results, that nobody else knows, especially the government odds-maker.

If your purposes are general understanding or managing a team (like the movie Moneyball or my quest to find out why Canada can’t seem to win the Stanley Cup), then the situation is different. The advantages that you can discover from your analysis are less tangible, but perhaps more enjoyable.

One last thing about cricket and math/statistics. The famous English mathematician Hardy was quite a fanatic about cricket and kept meticulous statistics on the game. I believe that some people thought that a waste of time, when he could do real math. His famous colleague Ramunajin was from India, so it is likely that he liked cricket too, though I don’t know that for sure. In North America, many economists and the like, seem to be drawn to baseball statistics, according to my reading.

Here is a bit about G.H. Hardy from a math history site:

There was only one passion in Hardy's life other than mathematics and that was cricket. In fact for most of his life his day, at least during the cricket season, would consist of breakfast during which he read The Times studying the cricket scores with great interest. After breakfast he would work on his own mathematical researches from 9 o'clock till 1 o'clock. Then, after a light lunch, he would walk down to the university cricket ground to watch a game. “

Here’s a link to my Stanley Cup analysis, of why Canada’s long Stanley Cup dry spell is not “just one of those things”, using some fundamental statistical reasoning:

Canada’s Long Stanley Cup Drought, 2023 Edition

And here’s a link to my blog, with more details about my horseracing/statistics project:

HORSE RACING DAYS - Part 1

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And here is a short story about the danger of mixing sports and gambling (horse racing).

A Dark Horse

In “A Dark Horse”, a gambler’s desire to hit a big win seems to lead him to make a Faustian bargain with a supernatural evil.  Or is it all just a string of unnaturally good luck?

The story is just $0.99 U.S. (equivalent in other currencies) and about 8000 words. It is also available on Kindle Unlimited and is occasionally on free promotion.

U.S.: https://www.amazon.com/dp/B01M9BS3Y5

U.K.: https://www.amazon.co.uk/dp/B01M9BS3Y5

Germany: https://www.amazon.de/dp/B01M9BS3Y5

France: https://www.amazon.fr/dp/B01M9BS3Y5

Italy: https://www.amazon.it/dp/B01M9BS3Y5

Netherlands: https://www.amazon.nl/dp/B01M9BS3Y5

Spain:https://www.amazon.es/dp/B01M9BS3Y5

Japan: https://www.amazon.co.jp/dp/B01M9BS3Y5

India: https://www.amazon.in/dp/B01M9BS3Y5

Mexico: https://www.amazon.com.mx/dp/B01M9BS3Y5

Brazil: https://www.amazon.com.br/dp/B01M9BS3Y5

Canada: https://www.amazon.ca/dp/B01MDMY2BR

Australia: https://www.amazon.com.au/dp/B01M9BS3Y5


 




Saturday 13 April 2024

A Neighborhood Cat Mystery Solved

A Neighborhood Cat Mystery Solved

To quote from an earlier blog:

Over the years we have had a number of neighborhood cats visit our house. These mystery creatures seem to belong to someone – they generally look well-fed (but not too well-fed) and healthy.”

Well, a few nights ago I was quietly reading in the bedroom, before retiring for the night, when I heard strange sounds from outside. At first I thought is was some rambunctious young people, walking down the alley, making the peculiar vocalizations that can pass for speech in such a situation. But then it carried on for longer than a group going down the alley could account for, and I thought “Aha, it must be a cat”.

I should note that we have a number of solar powered lights on the deck near the sidewalk, so it wasn’t very dark in that part of the yard. I went out to the back porch and looked out the small window of the outermost door to the outside. And there he (or she) was, about 10 feet down the sidewalk.

It had obviously heard me coming into the porch, though it is hard to say what it could see, as the porch was dark (I hadn’t put on an inside light). Under those circumstances, it might be hard to see into a window, with all the light from the solar lights reflecting off the glass.

I looked at him and he seemed to be looking right back back at me. It was an unusual meeting of the minds. The cat had what I could only deem to be a very defiant look. And it was a surprisingly big cat. It made me wonder if a lynx or a small bobcat might have come into the city. Skunks have come into the yard in the past, but it didn’t really look much like that. But in dim light, who knows? At any rate, it didn’t seem worth going to the trouble to shoo it away. Hopefully, its presence would frighten away some mice, if nothing else.

My wife then came into the porch to investigate, which quickly had a second, much smaller, cat go shooting down the sidewalk at high speed. It was immediately followed by the bigger cat. For the short amount of time that I could see them as they departed, the bigger cat didn’t catch up, though I didn’t sense that it was trying very hard.

So what was all the yowling about, I wondered. Was it a cat fight? Was one of them in heat? Were they afraid of some other animal (e.g. a coyote) and they had come near the house for protection? Were they strays? Were they feral? Or were they owned by someone who lets them come and go as they please?

Anyway, a few days later I went on a lunchtime picnic with my wife and son in a small nearby park (it was a work-from-home day for everyone). On the way back I was relating the story of the two cats. Just about the time that I finished the story, we noticed a large cat in the yard that we were walking past. Further up in that yard was a smaller cat. The big cat then proceeded to chase the smaller cat, but not as if it really wanted to catch it.

That’s them!” I said. “The very culprits!”

My son and I had a good laugh about it all. In the end, it was just a couple of neighbourhood cats playing tag. But it was as if they knew that they were the stars of the story, and wanted to perform an encore.

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The above account was all true, but if you want a nice cat story and kids, you can check out the books below, written by my wife quite some time ago.

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The Summer Cottage Mystery

Here's a nice children's story by Science Fiction and Romance writer Helena Puumala. Yes, she does kid's stories too. Read it to a younger child (pre-school, elementary or early junior-high), or read it yourself to bring back memories of those long, lazy childhood days at the lake, during summer vacation, when your biggest worry in life was a lost kitten. Note that this is a short story of about 8500 words.

It is just 99 cents U.S. (equivalent in other currencies) and is sometimes on free promotion. And, of course, it’s on Kindle Unlimited.

It is available on Amazon, at the following:


Amazon U.S.: https://www.amazon.com/dp/B00N0B4TYY

Amazon U.K.: https://www.amazon.co.uk/dp/B00N0B4TYY

Amazon Canada: https://www.amazon.ca/dp/B00N0B4TYY

Amazon Australia: https://www.amazon.com.au/dp/B00N0B4TYY

Amazon Germany: https://www.amazon.de/dp/B00N0B4TYY

Amazon France: https://www.amazon.fr/dp/B00N0B4TYY

Amazon Italy: https://www.amazon.it/dp/B00N0B4TYY

Amazon Spain: https://www.amazon.es/dp/B00N0B4TYY

Amazon Netherlands: https://www.amazon.nl/dp/B00N0B4TYY

Amazon Mexico: https://www.amazon.com.mx/dp/B00N0B4TYY

Amazon Brazil: https://www.amazon.com.br/dp/B00N0B4TYY

Amazon India: https://www.amazon.in/dp/B00N0B4TYY

Amazon Japan: https://www.amazon.co.jp/dp/B00N0B4TYY


Miranda and the Christmas Elf

The little pre-school girl, Miranda, is feeling unsafe because of bullies in the neighbourhood and family troubles between her mother and father. Can her friend, young elementary grade age Nathan, use his special powers to call on the North Pole for some Christmas Eve magic, to help her out?

The story is a heartwarming Christmas tale, suitable for children and adults, which will bring a little Christmas magic to us all. It is about 9000 words, or around 45 minutes or so, at typical reading speeds.

It is priced at only 99 cents (U.S. or equivalent in other currencies) and is sometimes on free promotion as well.

The book is available on Amazon, at the following links:

Amazon U.S.: https://www.amazon.com/dp/B019MCY3RM

Amazon U.K.: https://www.amazon.co.uk/dp/B019MCY3RM

Amazon Canada: https://www.amazon.ca/dp/B019MCY3RM

Amazon Australia: https://www.amazon.com.au/dp/B019MCY3RM

Amazon Germany: https://www.amazon.de/dp/B019MCY3RM

Amazon France: https://www.amazon.fr/dp/B019MCY3RM

Amazon Spain: https://www.amazon.es/dp/B019MCY3RM

Amazon Italy: https://www.amazon.it/dp/B019MCY3RM

Amazon Netherlands: https://www.amazon.nl/dp/B019MCY3RM

Amazon Japan: https://www.amazon.co.jp/dp/B019MCY3RM

Amazon Mexico: https://www.amazon.com.mx/dp/B019MCY3RM

Amazon Brazil: https://www.amazon.com.br/dp/B019MCY3RM

Amazon India: https://www.amazon.in/dp/B019MCY3RM

 

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Tuesday 9 April 2024

Indigo Books and Music to be Sold to Holding Company, Intends to Go Private

Indigo Books and Music to be Sold to Holding Company, Intends to Go Private

The headline in the Globe and Mail Report on Business, on page B3 (April 4, 2024) states “Indigo to go private after sale to holding company”.They are referring to Indigo Books & Music, Inc., Canada’s largest purveyor of print books, among other items. This has been a long time coming, as the following graphs will illustrate.

The deal is somewhat similar to what happened earlier (2019) to the U.S. bookstore chain, Barnes and Noble. At that time the hedge fund Eliot Management Corporation took it over, as Barnes and Noble had suffered an extended period of losses or only small profits. I should note that they are still a going concern, though as a private entity there is no publicly available data on sales or profits (the website says “At present, Barnes & Noble serves over 600 communities in all 50 states and remains the #1 book retailer in the United States”).

In the case of Indigo, the holding companies (Trilogy Retail Holdings Inc. And Trilogy Investments I.P.) that bought Indigo are owned by the husband of Indigo’s CEO, Heather Reisman. He was also a major shareholder in Indigo. So, in a sense, the company is under new management, which isn’t much different from old management. But, it will no longer be required to divulge financial information to the public and won’t be beholden to a corporate Board of Directors.

In the past few years, Indigo was hit by a ransomware attack and had a lot of dissension on the Board. And, of course, there was that whole Covid matter, which wasn’t great for business either. But, as the attached graphs show, things hadn’t been easy for Indigo for quite a while.

The first graph shows that Indigo’s sales and costs had increased in tandem, from 1999, so profits were not increasing. In fact, since 2010, there were many years of losses, interspersed with smallish profits, as the graph below shows. The Covid years definitely hurt, but there were problems evident before that (e.g. 2019 showed a substantial loss, which was before Covid hit Canada).


 As the graph below shows, sales plateaued at about 2008-10, when adjusted for inflation.



 After that, there was a falloff, then a recovery, then another falloff. By now, sales are about the same as they were in 2000, on a CPI adjusted basis. There has been a fairly considerable jump in population during that 24 year period, however, so it might be expected that sales would reflect that.

But that doesn’t seem to be the case – people are either reading less or reading differently i.e. reading is mostly done on e-readers, which has cut into bookstore sales. Given these facts, it looks like Indigo did pretty well, to hang on as long as it did. We will have to wait and see how this works out in the future.

I have written a number of blogs on the Chapters/Indigo saga over this period. I have summarized them below, for the interested reader.

--------------------------------------------------------------------------

Blog 15 – Empty Chapters (2013-09-04)

http://dodecahedronbooks.blogspot.ca/2013/09/empty-chapters.html 

Chapters is the big bookstore chain in Canada – equivalent to Barnes and Noble in the U.S. or Waterstones in the U.K.. Until the on-line book revolution it was the place to go for books in Canada (unless you lived near a really good independent store or a campus bookstore).

So, our visit was on Saturday, at about noon. This was in the trendy Whyte Avenue area of Edmonton, near the University of Alberta, and the Strathcona Farmer’s Market. On a nice warm late summer Saturday, the area generally attracts tens of thousands of strollers and shoppers to the shops, restaurants and pubs. The day went according to form – plenty of people on the sidewalks and the Farmer’s Market was crowded.

But Chapters was dead. As I recall it from a few years back, it would have been packed with people at that time of the day on a Saturday. Not so anymore – I was the only person at the cash register lineup. And my purpose was to buy a mini-Kobo and gift card for a friend’s upcoming birthday, so that doesn’t bode well for Chapters’ future either. He may become a convert to the Amazon or Kobo online stores, once he has an e-reader.

...

So, it looks as if we might soon be closing the book on Chapters. It’s kind of sad, but I guess we can take heart, that it won’t be the end of books.

 

Blog 20 – Another Visit to Chapters and a historical look at the price of Alice Munro’s books (2013-10-11)

http://dodecahedronbooks.blogspot.ca/2013/10/another-visit-to-chapters-and.html 

I wrote the draft of this blog a couple of weeks ago, but since it focuses comparing the prices of books I thought this might be an interesting and topical little addendum. Alice Munro’s winning of the Nobel Prize for literature (yay Canada) motivated me to look around the house for some of her books that we own. I found a paperback book that she wrote, that was printed in 1979 (Who do you Think you Are?). It’s cover price is $C2.25. A more recent trade book of by Alice Munro that we own (The View from Castle Rock) cost $C20.00, bought around the year 2010.

I checked the Consumer Price Index on the Statistics Canada website. For 1979 was 40 (with 2002=100), while for 2010 it was 116.5. So, that’s an escalator of about 2.9 times. Given that, the price of a paperback should have only risen to about $6.55 between 1979 and 2010 (2.25 times 2.9). Instead, it hit $20. Granted, there is some difference in quality between the 4 inch by 7 inch paperback of 1979 and the 5 inch by 8 inch 2010 trade back book, but it’s not enough to account for such a big difference between the increase in book prices and the increase in overall consumer prices during this time interval.

Interestingly, recent e-books seem to be settling in at about the $4 to $10 range, so the e-book revolution may just be returning matters to their historic norm. A quick check of Amazon.ca’s website, however, shows that the kindle version of “Who do you Think you Are?” is going for $C13.99, the paperback for $C13.72.

 

Blog 26 - Whither Chapters (or Wither Indigo?) (2013-11-18)

https://dodecahedronbooks.blogspot.com/2013/11/whither-chapters-or-wither-chapters.html 

Indigo Books and Music Inc is the major corporation behind Canada’s big book chains - Chapters, Coles, Indigo and the World’s Biggest Bookstore. And according to the November 7, 2013 copy of the Globe and Mail (“Indigo falls as dividend disappears”) it is in significant trouble. Please note for American, British or other readers, that you can be pretty sure that whatever is happening to Canada’s Indigo/Chapters is also happening to Barnes and Noble, Waterstones, or whatever your national big book retailer happens to be called.

Here’s a selection of quotes from the Globe and Mail article about Indigo/Chapters:

  • "dying bricks and mortar bookstore model"

  • "falling margins in its core book business"

  • remodelling… stores to step up its move away from books and into other products”

  • investors are considering whether to wait for the results"

  • The book part of the store will continue to decline in sales”

...

There was a net loss of $10.1 million dollars in quarter 2 (April to June) of 2013, based on lower sales and higher costs. In fact, revenues fell 3.3%, to $179.4 million, while costs of operations went up slightly. It should be noted that Q2, 2012 also saw a net loss, but a lower amount, about $4 million.

...

Because of this, the company decided to suspend its usual dividend payout for Q2 2013, and the stock price plunged 18% in one day. The company has been paying dividends since 2009, when Indigo finished paying off debt incurred from its acquisition of Chapters. So, it seems that investors are used to a dividend, and they don’t like to see it yanked.

The money that would have been paid out ($11 million) is to be redirected to its conversion into a “lifestyle company”, focused less on books and more on toys, gifts, house wares and electronics. This is due to falling margins in its core book business, related to pressure from online paper book and digital book sales.

...

I did an informal content analysis of the last 5 (Chapters/Indigo) flyers that came to our house, roughly corresponding to October and first half of November 2013...we find that:

  • 62% of ads were for non-book items.

  • 13% were for picture books.

  • 2% were cookbooks.

  • 2% were kobo ads.

  • 21% were narrative books.

...

So, what’s this mean for book publishing? Basically, the big bookstore chains are either failing or converting to other products and business models. That means the major “value proposition” for big publishers is withering away. What is that value proposition? Just this - they can put writer’s books into the bookstores. Self/Independent/Small publishers really can’t do this, for the most part.

...

The power law phenomenon in book sales will continue. A relatively small number of books will dominate sales. But that power law will probably flatten somewhat as the vectors of distribution open up (that just means that sales will spread out more evenly and the “long tail” will become more prominent). So, writing and publishing books will still be a tough way to make a living. As the value proposition of the middlemen withers away, it may become more and more a labour of love and art for the producers than a hard headed business. But that’s another blog.

 

Blog 41 - Whither Chapters 2 (and whither Barnes and Noble too) (2014-03-11)

 https://dodecahedronbooks.blogspot.com/2014/03/whither-chapters-2-and-whither-barnes.html

...I have written a couple of blogs about the fate of Chapters (or at least their recent results). In this blog, I will update some data on them, and also add some data on the U.S. giant, Barnes and Noble.

The first graph below shows the sales trajectory for Chapters from 1999 onward <y-axis in $millions>... in both current dollars, and in inflation-adjusted dollars (in this case using 1999 as the base year). As we can see, sales grew fairly nicely until about 2008 in inflation-adjusted dollars, then plateaued for a few years, before turning downwards in 2011. With nominal dollars (not inflation-adjusted) the growth continued until 2011, then also turned downwards. In that case, the growth from 2008 to 2011 was just books keeping up with general inflation.


The fact that sales in inflation-adjusted dollars hit their peak in 2008, then stayed there for a few years is probably a reflection of the worldwide financial crisis that happened about that time. But the downturn from 2011 onward is more likely due to the disruption of the book market by the widespread adoption of ebooks, which would have cut sharply into print-book sales.

...

We next look at operating expenses versus sales, and consequent operating income (operating profit or loss), in the graph below. I have just included the inflation-adjusted graph lines, so as to simplify the picture. As you can see, Chapters operating income dropped during the 2010 to 2012 period, eventually dipping below 0 in 2012, for an operating loss. In 2013 they ground out a small profit, as their cost-cutting measures managed to overtake their revenue declines.


The third graph shows operating income (profit or loss) at a more useful scale. It is pretty clear that things took a nosedive after 2010, with a bounce back up in 2013. Is this the infamous dead cat bounce? (That’s a financial term that implies that one shouldn’t get too excited about a turnaround, because even a dead cat will bounce a bit after a big fall, but it doesn’t mean it’s getting back on its feet).


It’s hard to know that for sure. Perhaps Chapters will be able to turn things around, though given the technological disruption that they are facing, it might not be a smart bet, if you are thinking of investing for the long term. Companies can cut costs faster than they lose sales at the beginning by closing marginal stores, laying off inessential staff, selling unnecessary equipment (not sure if they have a corporate jet), and similar measures. But most of those things can only be done once, so if sales don’t turn around, it just delays the inevitable. As they say, you can’t shrink your way to greatness.

<Some other text and graphs went on to demonstrate that the big U.S. bookstore chain Barnes and Noble was going through similar challenges at this time, as were the French and German equivalents in the book selling business.>

 

Blog 60 – Whither Chapters 3 or Chapters Fiscal 2014 Results – Smooth Flow into Tragedy (June ‎4, ‎2014)

https://dodecahedronbooks.blogspot.com/2014/10/whither-chapters-3-and-whither-barnes.html 

...In this blog, I will update some of this financial data, in particular the results for fiscal year 2014 (in Canada the fiscal year usually runs from April 1 to March 31, so this time period is April 1, 2013 to March 31, 2014).

...

The first graph below shows the sales trajectory for Chapters from 2009 onwards (this data is widely available from online stock market information sources such as the Globe and Mail or from the Chapters/Indigo website). I show sales in both current dollars, and in inflation-adjusted dollars (in this case using 1999 as the base year, since this is an update of some earlier graphs that went back further in time). As we can see, the earlier trend of declining sales revenue continues during fiscal 2013-14. This is especially clear in the CPI adjusted line (the lower line).


We next look at operating expenses versus sales, and consequent operating income (operating profit or loss), in the graph below...graph certainly looks harmless enough - that’s why I called it smooth flow into tragedy. It appears that they couldn’t cut costs as quickly as revenue fell in 2014, not a good sign, even though they seem to be undergoing a gentle descent in revenues. But, under normal circumstances, their loss doesn’t seem impossible to recover from.


The third graph (below) shows operating income (profit or loss) at a more useful scale. This graph paints a much more alarming picture than the first two. We no longer have a smooth flow into tragedy but rather what appears to be a plummet into disaster. It is pretty clear that things took a nosedive after 2010, with a bounce back up in 2013. That appears now to be the infamous dead cat bounce, given the continuing and increased losses in 2014.

I note in passing that their major good news announcement in their annual report was “Indigo launched the first two American Girl Specialty Boutiques outside the United States”. Somehow I don’t think going into the business of selling dolls will save this bookstore chain, though it seems oddly appropriate that they are pinning their hopes on a children’s fantasy world.

 

Blog 75 - Whither Chapters 4 (and whither Barnes and Noble III) (October ‎3, ‎2014)

<The first part of the blog gives first quarter results, and has some statistical analysis on how well first quarter results correlate with whole year results. It showed that continuing losses were expected for the upcoming year.>

Here’s the trend, which looks more like wheel spinning than forward traction, to this observer (note that these are not inflation adjusted):

2009: -1.2 million loss

2010: -2.3 million loss

2011: -5.3 million loss

2012: -18.1 million loss

2013: -5.5 million loss

2014: -15.0 million loss

2015: - 14.0 million loss

...

Looking at the composition of sales, the big revenue gainers were in the non-book areas. Revenues from books were up about $0.5 million, which is a gain of less than half a percent. If we factor in inflation, that’s actually represents a reduction in real dollars.

General Merchandise (toys and stuff) were up, though. An example of this that they emphasize is the “American Girls” line of dolls that they are now marketing. The General Merchandise category now accounts for 27.4% of the business, compared to 21.9% last year.

Correspondingly, Books are now 68.1% of sales, compared to 72.6% last year. Note that “Books” also includes magazines, newspapers calendars and shipping revenue. The inclusion of shipping revenue with the “Print” category seems like a peculiar decision – perhaps it is money earned for shipping physical books.

The latest Chapters catalogue came out with the Globe and Mail, in September. It is entitled “The Joy of Fall, 2014 Guide”. An informal content analysis that I did showed that:

  • 90 of 176 identifiable items were books, for 51% of the total.

  • 14 of 32 pages were primarily dominated by books, for 44% of the total.

So, depending on how you operationalize this variable, just over or just under half the content being pushed were books, with the remainder being non-books. The non-book items consisted primarily of household items for the kitchen, a lot of soft snugly stuff like pillows, throw rugs, scarves, and a selection of electronic items, including some ebook related items.

...

So, Chapters is well on its way to being a general merchandise store that features a substantial book presence, rather than a bookstore per se. For writers and publishers, this means that Chapters is effectively shrinking in importance, even if their changing business strategy helps them to remain profitable. No doubt this is especially the case for mid-listers, who will be the first to be displaced by the transformation to general merchandise.

 

Blog 265 - Requiem for a Heavyweight – Barnes and Noble Booksellers Sold to a Hedge Fund

https://dodecahedronbooks.blogspot.com/2019/06/requiem-for-heavyweight-barnes-and.html 

 

On June 8 of this year (2019) The Globe and Mail reported that a U.S. Hedge Fund is to buy the American bookseller Barnes and Noble, the largest bookstore chain in America. That means that it will cease being a publicly traded stock, and will be owned by a private capital concern, Elliot Management Corporation. That may be a lifeline for the troubled book giant, or it may be a signal that the company will be out of business soon, at least as far as selling books is concerned.

....

The hedge fund is taking over and says it is bringing in new talent from the U.K., to effect a turnaround, but the chances of that working don’t seem very good to me. Amazon isn’t going away anytime soon, and neither are e-readers. The trend looks inevitable and hedge funds aren’t generally noted for having long time-lines.

  

Blog 307 - Chapters/Indigo vs Barnes and Noble – Sales, Expenses and Income (‎July ‎18, ‎2020)

https://dodecahedronbooks.blogspot.com/2020/07/is-end-approaching-for-chapters-and.html 

A few weeks ago (late June 2020), The Globe and Mail reported that Chapters/Indigo, Canada’s largest bookseller was facing financial hardship. This was credited, in part, to the lockdown of bookstores and other retailers during the Covid-19 pandemic, during the spring. That being said, the financial period in question didn’t actually include the lockdown; trouble was already there, which the lockdown was likely to exacerbate.

The lockdown is interesting, however. Physical bookstores often use the face-to-face contact and the touch, look and feel of print books as selling points. Now those factors are precisely the things people want to avoid during a pandemic.


The graph above shows the company’s sales over the past two decades or so, adjusted for inflation (CPI). Sales were on an upward curve until about 2008, when they flattened then fell. Two things happened at that time, the financial crisis (and ensuing recession) and the launch of the Kindle eBook (and related products, including Chapters own Kobo, which they later sold). Sales then picked up quite nicely until about 2018, when they once more fell off a cliff. It’s not clear what the causative factor might have been – perhaps it was related to a generalized drop in book prices, associated with the continuing penetration of e-books into the print business along with the closing of bookstores that didn’t drive much business.

Interestingly almost a year earlier (June 8 2019) The Globe and Mail also reported that a U.S. hedge fund was to buy the American bookseller Barnes and Noble, the largest bookstore chain in America. That meant that it ceased being a publicly traded stock, and is owned by a private capital concern, Elliot Management Corporation. That may be a lifeline for the troubled book giant, or it may be a signal that the company will be out of business soon, at least as far as selling books is concerned. At least so far, Barnes and Noble is still in business, though now that it is private, its sales and expenses are no longer publicly available.

The graph below shows sales for both companies over past 20 years or so, adjusted to 2019 constant dollars in the appropriate currencies (the figures come from the annual reports, available on their websites). Since the two countries differ by about a factor of ten, each company has a different y-axis. I should note that stitching together time series like these is a bit tricky – there are frequent restatements of numbers, and entities such as big corporations tend to morph a bit over two decades, buying and selling new assets to add to and subtract from the business.

The next graph shows... sales for each company relative to sales in 1999, the beginning of the time series. The interesting feature here is the comparison of B&N in 2015-2018 to Chapters in 2018-2020. During those intervals, each company lost about 20% of sales as stated with this index number measure (B&N from 0.93 to 0.74, Chapters from 1.37 to 1.18).


So, the question is, will Chapters end up like Barnes and Noble, either bought by a hedge fund or simply go out of business. It has managed to get through some fairly wild swings of fortune over the past decade or so. However, using this measure, its sales are about back to where they were in 2000. Furthermore, the graphical comparison with Barnes and Noble cannot be reassuring.



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And  after all that, here is a book plug about something real, working on the railroad.

A Summer Working on the Railroad


What follows is an account of a few weeks one long-ago summer, when I was 19 and was working for the Canadian National Railway (CNR) on a railroad construction gang, in the wilds of north-central British Columbia, Canada.

The journal is in the form of a letter, that was never sent. Decades later, I think it has an interesting historical resonance. At times I come off like a callow youth – I plead guilty as charged. I swore a lot more in those days than I do now, but in places the writing is surprisingly good, at least in my humble opinion. And the story has a compelling narrative arc.

There were a lot of interesting and dramatic events that occurred – a number of industrial accidents being the most serious. There were also some colorful characters on the crew, which resulted in some dramatic and at times amusing conflicts and altercations. I perhaps flatter myself by including myself in that number. Or perhaps I condemn myself – I’m not sure.

So, if you want to be reminded of one of those summer jobs that was kind of life-changing, read on. My story may just kick-start some memories of your own.

The memoir/journal is about 9,000 words, a length that can usually be read in an hour or so. It is priced at 99 cents U.S. (equivalent in other currencies) and is free on Kindle Unlimited. Periodically, it will be offered as a free promotion.

U.S.: https://www.amazon.com/dp/B0CN661P8Z

UK: https://www.amazon.co.uk/dp/B0CN661P8Z

Canada: https://www.amazon.ca/dp/B0CN661P8Z

Australia: https://www.amazon.com.au/dp/B0CN661P8Z

India: https://www.amazon.in/dp/B0CN661P8Z

Germany: https://www.amazon.de/dp/B0CN661P8Z

France: https://www.amazon.fr/dp/B0CN661P8Z

Spain: https://www.amazon.es/dp/B0CN661P8Z

Italy: https://www.amazon.it/dp/B0CN661P8Z

Netherlands: https://www.amazon.nl/dp/B0CN661P8Z

Japan: https://www.amazon.co.jp/dp/B0CN661P8Z

Brazil: https://www.amazon.com.br/dp/B0CN661P8Z

Mexico: https://www.amazon.com.mx/dp/B0CN661P8Z



 

 



 

Friday 22 March 2024

The Haunted Park - A Ghost Story

The Haunted Park

This story is composed of two interconnected narratives, with Part 1 describing a tragic family situation that is resolved by the events in Part 2. The families involved are separated in both time and space, but their fates intertwine in this location which has become known by the locals as "the haunted park". Philosophically, the story explores the notion of a ghosts and the afterlife from a several different perspectives.  And of course, it is just a satisfying ghost story.

The characters in Part 2 are also found in Helena Puumala’s selection of ‘Lake’ stories, entitled Five Holiday Mysteries”. The characters unique and special backgrounds, personalities and abilities are explored more fully in those stories, though this story can be read as a stand-alone ghost story.

The story is about 7500 words, which can be read within about 45 minutes to an hour, at typical reading speeds.

U.S. https://www.amazon.com/dp/B0CYK1MTK4
U.K.
https://www.amazon.co.uk/dp/B0CYK1MTK4
Can:
https://www.amazon.ca/dp/B0CYK1MTK4

Germany: https://www.amazon.de/dp/B0CYK1MTK4

France: https://www.amazon.fr/dp/B0CYK1MTK4

Spain: https://www.amazon.es/dp/B0CYK1MTK4

Italy: https://www.amazon.it/dp/B0CYK1MTK4

Netherlands: https://www.amazon.nl/dp/B0CYK1MTK4

Japan: https://www.amazon.co.jp/dp/B0CYK1MTK4

Brazil: https://www.amazon.com.br/dp/B0CYK1MTK4

Australia: https://www.amazon.com.au/dp/B0CYK1MTK4

Mexico: https://www.amazon.com.mx/dp/B0CYK1MTK4

India: https://www.amazon.in/dp/B0CYK1MTK4



Wednesday 20 March 2024

What to Expect During a Total Solar Eclipse

 What to Expect During a Total Solar Eclipse

 Here is my response that I wrote recently, to a question on Quora.  With another solar eclipse coming up, the subject has become timely, so it got a fairly good response, so I thought I would share it on this blog. 

When there's a solar eclipse, do you have to protect your eyes? Doesn't it just get dark?

Yes, you should take reasonable care with your eyes while watching an eclipse. I have actually experienced at total solar eclipse and it does get rather dark and rather cool as the sun is eclipsed. That said, it is by no means pitch dark nor night-time cold, as the eclipse doesn’t last long. For that reason, it doesn’t cool down all that much (though it is noticeable) and it doesn’t get majorly dark (though you might see Venus or some other bright stars). Here’s a photo of the 2017 eclipse from Idaho:

 

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I should add a couple of things to my post, as I submitted prematurely by accident. You can safely look at an eclipse without filters, during totality (it is quite remarkable at that time). While it is in partial eclipse state, it is best to have some solar filters to look through (they are quite inexpensive), though a quick glance without a filter won’t render you instantly blind. That said, the whole event is rather amazing, so you could forget yourself and stare too long during partiality, so best to use the filters then.

There is a lot of weird lore around solar eclipses and the “struck instantly blind” is one of them. In practice, if looking directly at the sun for a short interval was that harmful, most of the human population would be blind by the time they were ready to go to school. But, there is the temptation to stare, so be careful.

I think there are also a lot of written accounts of eclipses that are quite “other the top”. It is a pretty remarkable experience, and worth going out of your way for it, assuming that you have the time and money. But, contrary to some accounts, you probably won’t have a mystical experience or see God.

Here are a couple of the people (relatives) that I went to the Idaho eclipse with, wearing their filter glasses. The binoculars also have solar filters. You won’t see God, but it will make you smile. There were little kids watching too. They got really excited, which was neat.


 

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While I am blogging this, I might as well plug my book about that trip.  It has a much more detailed description of the eclipse, as well as some associated touring from Alberta to Idaho.

The Great American Solar Eclipse of 2017


Here's a travel story about a trip to see the Total solar eclipse in 2017, in Idaho Falls U.S.A.. Total solar eclipses are quite fascinating to experience, some people even plan their lives (well, vacations, anyway) around seeing just one more total eclipse.

The trip involved some touring in the mountain parks of Alberta, Canada, followed by a journey through the rugged coulees and beautiful mountains of Montana and Idaho. It culminated with the spectacular total solar eclipse of August 21, 2017 as seen in totality from the scenic small city of Idaho Falls. The story also includes some scientific and historical background about the eclipse phenomenon in general.

The story is about 12000 words (about an hour reading time at typical reading speeds) and features many photographs. It is only $0.99 on Amazon (U.S. or equivalent in other currencies) and is also on Kindle Unlimited. You can also watch for it on free promotions, every 3 months or so.


Amazon U.S.: https://www.amazon.com/dp/B07BH7WBQ1

Amazon U.K: https://www.amazon.co.uk/dp/B07BH7WBQ1

Amazon Canada: https://www.amazon.ca/dp/B07BH7WBQ1

Amazon Australia: https://www.amazon.com.au/dp/B07BH7WBQ1

Amazon Germany: https://www.amazon.de/dp/B07BH7WBQ1

Amazon Spain: https://www.amazon.es/dp/B07BH7WBQ1

Amazon Italy: https://www.amazon.it/dp/B07BH7WBQ1

Amazon Netherlands: https://www.amazon.nl/dp/B07BH7WBQ1

Amazon Brazil: https://www.amazon.com.br/dp/B07BH7WBQ1

Amazon Mexico: https://www.amazon.com.mx/dp/B07BH7WBQ1

Amazon Japan: https://www.amazon.co.jp/dp/B07BH7WBQ1

Amazon France: https://www.amazon.fr/dp/B07BH7WBQ1

Amazon India: https://www.amazon.in/dp/B07BH7WBQ1