❝There are lies, damned lies, and statistics.❞
-Mark Twain
Not way back, I requested my publication subscribers for suggestions. I questioned how they like studying the weekly articles I ship out. I provided just a few decisions, together with 1) maintain it as it’s, 2) maintain it as it’s, however ship it as soon as each two weeks (fewer articles), 3) maintain it weekly however make the articles shorter, and 4) make the content material shorter and ship it twice per week.
The outcomes had been overwhelming! Individuals just like the publication as it’s!

The very first thing to note is that exactly ZERO folks need to get an e-mail twice per week!
The second factor to note is that a big majority of individuals choose to learn long-form articles as soon as per week.
That might be an fascinating story to inform, in addition to permission to maintain doing what I am doing and say it is “backed by analysis.”
However that is not the entire story.
What if we requested who responded? We might get an image that appears one thing like this.

Wait a second, although. Most individuals did not reply. What does that say in regards to the outcomes? It definitely tells us a unique story.

We might additional ask who the subset of people that did not reply is. Each week, variety of folks open the publication e-mail, however many do not. I definitely do not open each e-mail I get, even my favourite newsletters!
It seems that just below half of the individuals who subscribe opened the e-mail with the ballot in it. The remaining did not even know there was a ballot to take!

Now issues are beginning to get somewhat iffy. The one individuals who might have chosen to not reply are those that noticed there was a ballot to absorb the primary place.

And this brings us to the complete story. Individuals needed to open their e-mail as a way to know there was a ballot to take. Then, folks had to decide on to take it. Solely after these two ranges do I get to see the ballot outcomes.

We will, in fact, put this into one pie chart.

As you possibly can see, seeing the entire image tells a unique story than seeing the ballot outcomes. It is now not a good assertion to say that almost all of individuals prefer it the way in which it’s.

There may be data right here. In fact the individuals who take pleasure in studying the publication each week are going to be extra prone to open the e-mail and vote for holding it as is. Those that would like a unique method to obtain it, both fewer articles or shorter articles, are much less prone to open it to even know there is a vote taking place!
Preserve this in thoughts as we enter a interval the place we’ll begin to see ballot consequence after ballot consequence. Simply ask your self, is there extra to this story, or should you could also be misled with statistics?