My artisan pride cannot tolerate such sloppiness.

Is she an artisan or an artist?

Do you like French wines?

All the descriptive statistics for these four wines for the 30 wine experts who rates these wines.

I picked four red wines that have really funny names, but they're really, they're true red wines.

The finest wines are those from France.

The store has a large stock of wines.

What are some of your favorite French wines?

The three Pomerol wines and the Saint Émilion.

I came up with a saying, which is, I collect bad wines.

Remember the four wines, that we, we had our wine experts, taste?

So, Ricky and John tell me you're a connoisseur of fine wines.

There are various types of wines and the way they are matured varies accordingly.

So, I can zip through it quickly. The four wines, demonstrated four different distributions.

The impression that many German wines are sweet, and don't go well with food, is widespread.

And remember, the four different wines that we're looking at are RedTruck, WoopWoop, HobNob, and FourPlay.

A 10 billion dollar chip fab uses a process a village artisan would recognize you spread stuff around and bake it.

Château Lafitte is one of the greatest wines in the world, the prince of any wine cellar.

So, these are actual red wines, you can go find them at your local ah, wine store.

Everything about locally derived products and services, supporting your local neighborhoods, whether it's cheeses, wines and other products.

So, let's assume ah, that we have 30 wine experts rate the overall quality of four different red wines.

But drinking 60 great wines over three days, they all just blurred together, and it became almost a grueling experience.

Now we probably can't always get our hands on all 300 of these wine experts if we want to test out different wines.

Some workmen in Paris had broken through a brick wall, and happened upon this hidden cache of wines apparently the property of Thomas Jefferson.

Remember there are 30 wine raters. That each rated the four different wines so this data frame is a 30 by 4 data matrix.

So, we could calculate the mean rating for all the wines and see which one did the best. So that's the idea behind summary statistics.

This is the boat that that lady was paddling around in, and this artisan makes the boat and the paddles and sells directly to the people who need the boat and the paddles.

Where we assume that 30 wine experts rated the overall quality of four different wines on a scale of one to ten, and ten is highest quality.

So he set off on one last drive, over to Tiny's Liquors which specialized in fine wines and bought a bottle of 2001 Azalea Springs Merlot which set him back almost 70.

Any one of the wines served at this tasting, if I'd been served it at a dinner party, it would have been, you know, the wine experience of my lifetime, and incredibly memorable.

So we put a tent in front of the chateau, and we put tents in from of it to make Chateau la Cabanne, because we could not make Chateau la Cabanne or the other Pomol wines here.

Well, in this technique, what I've tried to do is kind of gather all of the knowledge that the bread baking world, the artisan bread baking community, has been trying to accumulate over the last 20 years or so since we've been engaged in a bread renaissance in America and put it together to come up with a method that would help to take whole grain breads.

With the wine ratings, so if I got a sample of, of 30 wine experts and I had them rate one of the wines, I might get an average of like 5.5 on a scale one to ten, but then if I got a sample of a different 30 then I might not get 5.5 exactly, I might get 5.6.