Today we're in Japan and not only are we in Japan, we're in Akihabara checking out the newly opened Warhammer store and cafe in Tokyo. This is the flagship store in Asia and the only one but they do some unique things inside as well as well as a kind of given. They do drinks and food but not only do they do stuff like that but they've got unique themed areas, things that you can only find here as well as stuff online like resin stuff from Forge World. So why don't we just get this in for over with and let's have a look inside. And as you can see there are so many amazing things but I can't do this by myself. I might know some things about Warhammer but let's be honest there's a lot to know here. I'm going to take a tour with James. Welcome! How you doing? Hey James, welcome in. Oh this is going to be fun too James's. I know right? Would you mind taking me on a tour of what you expect in this cafe? Yeah well we're really glad that you can make it today. Oh thank you. Obviously the pre-opening tomorrow is the grand opening. That's right. Right let me show you. Sure why to stop? At the store and cafe is an immersive experience for anyone to come enjoy across Asia. Although based in Tokyo Japan this store was actually designed for all of Asia. Right. Everyone can come in and immerse themselves in the worlds of Warhammer. So here we have our start here section where people get to experience Warhammer for the first time if they've never experienced it before. And you can see just the giant scales. Yes, yes. The titan might be overpowering things here but... I don't know I think they're the Orc by the start of chance. Yeah exactly. So this is where people would get to test out the game? Yeah absolutely. In the tutorials. The way we've designed this particular experience is we've got our Warhammer 40,000. Right. The Space Marines fighting off against the Necrons in interior of a city. Whilst on the other side you have a skirmish battle going on taking part in the kill team setting. The deathcore creed fighting against the Orc commandos. And what I love about this is that you see the models all painted. Yes, yes. And what you know you can do because the box art looks absolutely fantastic.  Oh okay, okay. Painting tutorial though maybe. Painting tutorial maybe. And you've got all of this up here as well. We've added these archways with various characters within the universes. So these characters all come from the Age of Sigmar universe. Which actually fall kind of within the Age of Sigmar. And as we walk down further we can see a few more. And I see in the middle you've got the Dark Angels. All the cafes have a particular theme. Right. So we do have two other cafes in the US. So LA has got an Imperial Fist theme. Whilst the Dallas Cafe has a Blood Angels theme. The Tokyo Cafe is themed after Dark Angels. I've never seen this before. An astromilitarium candle. Candle. Candle yeah. You see because I saw the green I thought oh no if that's deathguards. I don't know if I want to smell it. Well we have a tear dude. Well really? Yes, yes. When we walk over to that side we'll have to look at that.  Yeah I didn't realise just how big this is as well. How deep that is. I thought there was multiples on there. But no it is just one. And you said this is bigger than the box itself. I believe it's slightly bigger than the box. Are these Japan exclusives as well? So Space Marine Heroes was a Japan exclusive many many years ago. And we've reintroduced them into the Blood Angels theme. And it was actually just recently released globally. Oh okay. And I see you've also got weapons here. We do. We do. Is it alright if I...  Can I hold? Can I hold? Hold on sure. Plasma pistol. Oh yeah. I'll leave that to you. There's less things going wrong with this one. I feel that's better. This is more my forte. Although I wouldn't force myself with this either. Thank you. After having my fill of exploding weapons, it was about time to see what differentiated this place from other Warhammer stores and cafes. A series of drinks all themed around various characters. We've been working really hard to make some fantastic drinks. We have a particular specialty drink called the Rafiq Caliban. It has a secret menu hidden within there.  Oh wow, look at that. I mean, it's as if it was not scripted at all. That's not what I know. Is it alright if I try? Yeah. Oh okay. This is your Rafiq Caliban right here. Themed after Dark Angels. Stasho Frappuccino. Ooh, that's good. I like my Frappuccinos. Okay. I'll take all these with me. And the next one is effectively the same drink, but it's had chocolate sauce. Right, because this is a different Ravenwing. Allegiance to the Ravenwing. Ooh, these are also good. Mmm. And the final one. There's an existence of a fallen within the Dark Angels. So this is a combination of chocolate sauce and white chocolate sauce to give that dark effect. And the blue on the top is actually the plasma Frappuccino. Ooh, the forbidden one. I like this one the most. I think I prefer that one. I mean, they're all super nice. That's my favorite though. Yum! I might just take this one. You want me to take this one? This is something that I have not seen in any of the Warhammer stores, even in the UK, this sort of setup. Yeah, well all of our stores tend to have some sort of painting station or area, right? Yeah. And what we've done here is we've taken that concept and we've added a bit more to that experience. Okay. So this is effectively a painting counter. You can come here and you can build your models, paint your models while you're enjoying New York. Right, the Caliban, of course.  So we've added some ceramic tiles for painting. Yeah, that's a really good touch. So really easy to clean. Paintbrush is in here. You can put some paint pots in here so you don't necessarily fall over. Oh, so it's not going to end. You just knock it. It doesn't spill over. We thought about everything I said. I wouldn't say that. And then obviously you got your light and then the fun little bit here, this also acts as a charging station. I'm seeing this looks absolutely amazing. One of the centerpieces that was done by the studio for us and shipped over directly from the UK. So we've got the crew of boys facing off against the Stormcast Eternals, kind of a murky swamp. Oh, you've got loads of them. Yeah, so this is the Astro-Militarium. That's really nice. That's nicer than I was expecting it to smell for some reason. So what you've got like Tyroneed, you've got Astro-Militarium Space Marines, Slamnash and Tau.  My favorite is the Tau Empire one, but Space Marine. Yeah, it's Tau Empire. They're all so good though. So one of the things that is special about this store is that you guys have Forge World stuff, which is stuff you can only buy online. Yeah, typically, or it's been available in the other cafes of Warhammer World specifically, but this is the first store in Asia, Japan specifically, to carry a range of Forge World products. The majority of the character series, Warlord Titans, Thunder Hawks, a lot of some of your bigger kids actually available to purchase right on the shelf. I think the biggest one we have in store is going to be our Warlord Titan. These two boxes? These two boxes, yes. So it's so big that it has to come in two boxes? Yes. Ah, okay. That is one hell of a project. Now that it's here and you don't have to wait for it like shipping or anything, it's tempting just to be like, ah, I might just take one of those. But there was still one more Frappuccino I had yet to try and that was the Slanesh one. Can I continue the challenge here? Oh, yes, yes. Oh, God, that's sweet. That's nice. Oh, that hit you straight away. Okay, that's my favorite. This one, yeah. Yeah, you're going to have to wait for me to finish this. Even though this cool little section that mimics the inside of a Rhino, complete with Bolt Pistor and all, that's a lot of talking, Warhammer, but I think it's about time we've got to do some hands-on learning. So I am now with Sven, the store manager. Nice to meet you. Nice to meet you. So what are we going to be learning here today? Let's go. We are going to learn how to paint this base marine like the basics on him. Right. And we paint him as an ultramarine, blue off-scene. The blue, right. We are now going to get this pot. Okay. It gets just a fair ball up on your brush. So a little bit on the brush. Yeah, and then on the palette. Okay. Now, if this is your first time getting into the hobby, then you can book a painting tutorial. And there you'll be guided through how to paint one of the models. In this case, a space marine. It's been months since I've painted a miniature. Yeah, this is bringing back. Oh, yeah. I remember this is so satisfying. Well, that's it, isn't it? That's the fun thing with paint. You don't have to worry about making a mistake because you can just paint back over it. There is no better way to get into this hobby than the painting. It's how I started with it. And once you get that paint onto the model, you start to realize just how easy painting really is. But like everything, you get better at it the more you do it. I know you've painted one arm before. You just tried another experience. I did. Yes. What's that for you? Easy. Easy. Very easy. I haven't painted for six months now and stepping back into it, it's quite daunting. A lot of people collect the miniatures and then just, it's like, well, painting is a whole other beast. But this is something that you guys offer that is completely free and you even get to keep the model. Absolutely. Which I didn't even know about. We've got a little box that we're going to pop them in for you. Oh really? Oh. You can continue to paint in my home as well or bring them back. So this is what my Space Marine looked like after my brief painting session. Now, I know what you're thinking. This is an amazing paint job. You are so talented. And I know they say you can't improve on perfection, but let's give it a little bit of a shot. I was given this poster when I left the store and on the back of it, it shows a whole bunch of the Space Marine chapters. So why settle for Ultramarines? A Space Marine chapter that's heavily favored by Games Workshop. I mean, look at all of this. It's everywhere. So after taking a hard look at this poster, I decided to settle upon these guys, the White Templar. In fact, when I Google them, I can't find like anything about them except for they're part of like Imperial Fist and that's about it. So the perfect models to paint. So the first step was to get this model repainted. I could have achieved this with a spray can or a paintbrush, but because I have an airbrush handy, I thought I'll just use that. I started by spraying the model a mix of gray and white. This would allow me to add white highlights to the model without it being lost. While I was doing that, I also sprayed some regular gray onto the under parts of the model, allowing for a natural gradient to build up, something that you can only really achieve with an airbrush or a lot of dry brushing. Now with that all done, I decided to paint the recesses of the model. For this step, I used an enamel wash and then cleaned it up with an enamel thinner. You can use Games Workshop's washes such as Null Oil and Agrax Earthshade. And in the end, I ended up using them anyway. Next, I moved onto the bits that weren't going to be white, like the gun and bits of material in between the armor pieces. And let's not forget the Aquila now. After that, I painted all the bits of the model that would be metal black, as well as the shoulder pads. And now onto the miracle worker that is the Null Oil. I slopped this onto all the bits that I had painted gray. This will get into all of the recesses. And as that wash dries, it'll make a gradient adding that extra layer of depth. I used Mournfang Brown to paint the satchels and paper parts of the purity seal on the shoulder pad. Now it's time to paint metal onto all of those gun and backpack parts. Then I used Agrax Earthshade wash to the brown parts and Null Oil again for the metal. For the Aquila on the gun, I drybrushed some gold as to not accidentally paint over the recesses. Then came the fiddly part of highlighting the model. I mixed the original colors with a little bit of white and slowly ran the edge of my brush along the sides of the model that I wanted the highlights to be on. The white isn't as noticeable as the other highlights, but it'll make a difference in the end. At least that's what I kept telling myself. For the eyes, I picked up this trick while painting some of the death guard I'd done in the past by using a very fluorescent orange as a base coat and then a very watered-down yellow paint to put over the top. With one final drop of white in the eyes, we were done. At this point, I had completely forgot to paint the red of the purity seal. So I quickly did that, washed it with Agra's Earthshade again and then used a lighter color to add highlights. And finally, I fixed up any areas that I thought needed it. Mainly here, I pinwashed all of the recesses again with Null Oil to make them stand out more. Finally, I added the arrow to the shoulder, painted the base black, and we're done. And here's the side-by-side shot, a paint job that took around about 5 minutes and a paint job that took around about 5 hours. I mean, there's a tiny bit of an inference, but it's hard to see really. What would be a good starting point for someone who's just getting into the hobby? Maybe they're a bit, you know, it's not been getting into painting and they don't want to paint something that, you know, is very complicated. What would be the best sort of army or faction to start with, would you say? We have multiple different options on how you can start the hobby. For example, if you want to get into a really big army with plastic terrain and lots of miniatures, so this space for your necrons, or you want to go a little bit smaller, but even a smaller set that allows you little less miniatures, similar contents, a little more digestible initially. I mean, those things with the necron, the space marine, well, the space marine we've just painted, so if you feel quite confident with that, then you can launch into something like this. Or I mean, even you've got the painting sets there. What's great about this place is that sometimes your favorite unit or favorite army has drinks that are named after them. That is a thing, yes. So you can paint them while drinking the thing of them. That is absolutely a thing. So that was my experience at the Warhammer Store and Cafe in Tokyo. Completely exclusive sort of thing. I just want to say a big thank you to Warhammer for inviting me down. If you want to buy Warhammer stuff, even the Ford World stuff you can only get on the internet is here. Painting tutorials, you know, a lot of people find it daunting to get into.  But it is so easy and you even get to take the stuff away. This is great. So if you've enjoyed this video, maybe like it until next time. I'll see you guys later. Bye-bye.


We said we would never do this again. We're about to take three planes over 11 hours to do it again We made it to Idaho and some of you already may know where we are This is Courtney and Riley also known as Ambition Strikes on YouTube These two have spent the last few years building an incredible off-grid property with their own two hands in the mountains of Idaho From their garage home build to constructing a road Nothing is off-limits and no experience is necessary as they have the ambition to learn We plan to help them build their new container workshop, and yep, we signed ourselves up to roof it Courtney and Riley called us in to give them a hand with their Equipment shed and this thing is absolutely massive and beautiful So let's see what we can all accomplish this week as you all know there may be some roofing this week But this is just a warm-up In this episode we not only roof this container workshop But we are going to drive giant machines try welding for the first time and captain a yacht So what is absolutely so cool about this build is everything they do it here is so custom and unique These two shipping containers made up by this roof Moved with this machine to store these beauties. It's just very cool all very unique first step is to do the trim Work then we're going to stain this nice. We don't like staining and then it'd be a good job. Oh, thanks so much I can't wait to start staining Okay, good at least we have one painter in this crew But they do have a really fun way that we get to stain so I can't wait for that and that way we actually finish The container workshop we're starting slow here to make sure we all know each other's roles You know it seems Courtney and Crystal share the same roles seems like Riley and I share the same roles To full PPE, I love it How big is it? Well, they're 40 foot containers and there's 23 feet in between them So it's like the outside is like 40 by 44. Wow. What a dream. Hey, does he yeah, well their machines are also a dream All of us are filming this incredibly unique build So make sure you head on over to their channel to watch us take this project to the finish line Jazzy you're gonna have to try the skid steer.  Can I go under the snow? Um, sometimes it shoots rocks. Oh, okay, so Jazzy's going for a ride Why did I do it like that day one is looking pretty good out here Jazzy's doing what she does best and I'm doing what I do best Looks fun my happy place. Oh gosh. That's no one ever First time ever with a fancy camera. I am learning it so much over here who trusted me with this thing I am So how are we doing up here? That looks so good This is the first time I've seen it like since the stain was going on really since the first three or four boards I think I'm getting better at Courtney's technique. She's a little heavy. You might have had to go to the hardware store again I think oh, I learned how to zoom too. I Think that reckless Riley is wearing off on somebody Crystal what are you doing up there? Look at that. I thought you were afraid of heights Yeah, yeah Mighty fine Working hard a day one, baby. Oh, yeah, look at it. Oh Yeah, it's looking so good I can't believe how much work they've done to get to this point and it's so cool that we're here to cross the finish line Almost yeah, and see it come together. It's gonna be really satisfying Crystal's brush. Oh, yeah. Oh my gosh. I'm very Is there just so much paint on it? Yeah, just a little bit. I told you you're a heavy painter I know I painted my art It's like clear like there's like corny that you can probably return this I Can't wait to roof in the morning We just enjoyed our coffee with the most gorgeous mountainous Sunrise and it's so nice of here and the air is chef's kiss. Cheers everyone Doing Riley's thing. Sorry. It's a gentle cheers Today's the day that this building gets a new roof and we do the thing that we said we never do again Are you ready? Courtney's warming up the skid steer because she has a fantastic plan where we're not actually gonna have to lift up these metal sheets on our own Metals on the skid steer we're getting a heck of a lot closer to putting that metal up I love machines Courtney is so badass in her skid steer. I love seeing her in there. She just loves that machine. It's so obvious It really makes me more on It looks so handy for everything. I can't believe how high you can actually lift materials I feel like I could come in handy at our homestead Okay, Jazzy all honesty. How are you feeling about this roof? I'm actually excited to do it with more hands and just crystal and I when we roofed our cabin Back home in Nova Scotia It was just the two of us and we only had building experience probably for four months before that and Nothing nothing close to roofing and we roofed our entire cabin just the two of us and Crystal wouldn't go on the roof at that time So I was constantly going up and down lifting those heavy metal sheets Just the two of us over the scaffolding and back on the roof So this is a lot less intimidating every single person here has roofed before which is super helpful And everyone is so handy and knowledgeable that I think it's going to be like I think we're gonna bang out this entire roof in one day Not gonna lie. Thank you to electric bikes for sponsoring this week's video and for making my life ten times more fun We've been riding these bikes for over a year out here and when we heard they wanted to partner We were so excited because we know all of you will love these if we could have driven these to Idaho We would have the team at electric proudly makes the most affordable electric bikes in North America But using the most durable materials like a 500 watt motor that peaks at 1,000 watts hydraulic disc brakes front suspension and the ability to carry a hundred and fifty pounds in the rear Basket these bikes are made for people who want to get out there and explore making commuting to work or the grocery store Easy, but also the ability to explore trails and places like these woods with their off-road tires It seriously is such a great family activity to do together my mom had it wrote a bike in 20 years And she loves them especially the XP 3.0, which has this really nice step through So you can get on and off the bike with ease as well as the pedal assist you can control the amount of work you want to do with the pedal assist function by clicking plus or minus on the bike and Even just pedaling it engages the motor and allows you to do either less work or more work Depending on the type of activity you want to do that day if you've been thinking about an electric bike for you or someone You love click on the link in the description and check out all of their models and their accessories. They're super sweet Couldn't recommend them more All right back to Idaho we go gonna take the bike there Hey, I believe in us. Oh, I can't wait It's so cool to like do something that you've said you would never do again Step one make sure the first piece is level and square and all of that jazz that way our roof doesn't look like a slope or a hill You never know a way could go and rally's gonna tell you how we're gonna do that. Oh, I guess the question is Did you build this building square? Probably not I? Built it as square as I could but every time I tried to move a container to get them square to each other Things would move and I eventually got I never actually thought of that because you're placing two containers Everyone's played that game where you pull one side and then the other side goes out and you pull the other side and the other side Goes out. That's probably what he was doing Courtney, are you excited? I am so excited to get this roof on we've been staring out at this Structure from our house for a week, and I can't wait to put the metal on friends by friends of safety harness, right? Okay, what they're doing here is super cool. We're making a triangle a giant triangle This is some proper roofing folks My calf muscle is shaking uncontrollably and I am not doing it Okay, everything is going so smooth. I love roofing. I can't believe I'm saying that we're on our fifth sheet of metal It's not even 10 and it's not even 10 a.m. Well, maybe it's 10. Oh five. All right. It's 10 a.m How many panels we go out? No, you just put the same thing you did. Yep. Okay. You get it twice I was feeling like I didn't need to measure and mark for these screws until I looked down my line and We should have started with the other side, eh? We would have learned that mistake We always start with a side people can't see because then we learn so many things. That's smart Every single build squared it off to the fascia won't point any fingers or anything just kidding It's going to be a little bit of a stair like but we're gonna go down by like we did this on our roof at one Quarter you can't even notice it on the side. You can't see and you can't notice it at all Also, there's gonna be another roof here. So You're never noticing. Yeah, so this board here the fascia. Well is it's milled so it's not quite perfect, right?  Yeah, not the vibe That's so sick. Look how smooth they are. I need these first side is completed and I have to say Riley Courtney, you've made me love roofing all over again That's probably the most fun. I've ever had on the roof too. Yeah Roofing fun with friends when we start roofing at another building. I'm calling you I just got the best update ever. Look at what Bella's doing Playing with lamb chop. Gosh. I miss those girls One for the view side number two this time we use the string. So we're gonna be it's gonna be even easier Wow, you are crushing can you just take in how far we've made it I am shocked like what time is it? We're gonna have time to break and go out to dinner. I think we're going for dinner Have to say we are the dream team. Look at these impact drivers going One all shocked that it is only day two here and the roof is on I for sure thought When Courtney and Riley said that we would be able to do this all in three days I was like, there's no way it might take a week or however long But it goes to show when you've got a good team get stuff done because this is looking Incredible and we are on the very last The electric shears are out. That is honestly the coolest machine. I just see double when I try it I think I need glasses you 100% need glasses and every time I try our goal blurry And then I get an instant headache Just see everything Are you done I am done don't slide from all the way up there Riley Did it thank you both so much like honestly, I thought we were calling in the a YouTube team, but maybe like the C builder team, but I feel like you guys are like the AA team Thanks for teaching us how to roof Remember all the special little tricks that I'd forgotten Teamwork makes a dream work crushed it welcome to ambition strikes where yet again our equipment has run out of fuel Let's be real it isn't all work out here a lot of it is fun It is basically Disneyland for adults out here for us. Anyway, this is amazing. Are you ready? I'm so ready also after all that hard work. It's obviously time to play today We're going to drive giant machines try welding for the first time and captain yacht The fact that this excavator has a Google I makes my day Jazzy's in the excavator That was too much fun. Oh my goodness. I can't believe I just drove a 12 ton Excavator I never in my wildest dreams thought I'd be operating a 12 ton excavator. So I was capped at five my turn Look Chris, there's a sunroof Oh true well Chris is a lot smarter than me. It's an escape hatch You're welcome you should make that googly eye talk that was the time of my life good work Wow, it's such a big machine though. He's like really quite spooky to be in there at one point Why did you guys get this excavator and why so we've had this excavator for about six months now? And we needed a bigger machine to build the road behind me This was actually the companion machine to a much larger cat excavator We got a lot of work done this summer look at that road everyone Road builder looking around out here at their property You may think that they have loads of experience and that you know They've adapted this knowledge from someone else over years But they are new to almost all of what they've done here and that is what is so impressive about them Hence the name ambition strikes They really just love to learn and get their hands dirty and it's super inspiring Honestly having such a great time just wandering around their land Playing with their toys and their tools and learning so much from them This is what I love so much about YouTube is our wonderful community and the ability to make friends All around the world and meet people like Courtney and Riley. I feel like we've made friends for life just like jazz and crystal We're also fully off-grade here with a similar Victron system, but a little bit bigger Can't wait to see it also this DIY solar array Sweet 20,000 lots of Victron inverters 60 kilowatt hours of batteries It's enough so that we can weld plasma cut do all kinds of fabricating right here on the property fully off-grid You heard that right just like we are off-grid in Nova Scotia Courtney and Riley are fully off-grid out here in the mountains in Idaho and this is their home and their workshop Welcome to the shop. Come on in. I love it. So we live in a 12 by 40 apartment upstairs right above me Courtney has a surprise for us today. We are going to be learning how to weld. They're pretty good welders as you can see Everything is metal. I think I just showed you all wood and drywall, but everything is metal here I'm going to be just as surprised as all of you Welding I know I've been wanting to learn actually like the last 10 years Yeah Whoo So we're both doing welding projects today There is the first one that's been cut and now our surprise is about to be cut So we have to blindfold ourselves if anyone has any guesses on what they think it is leave them in the comments Because I actually don't even know I wonder if they all know before me. Let us know I Love it. Thank you so much I'm excited for you guys to weld it. Yeah, now we get to weld. It gets better and better and better. Oh my gosh It's beautiful, right? If you haven't subscribed to our friends already, you really should get over there now, please Look how kind this is. I was just thinking about how kind you guys are on doing this. My mom is gonna be obsessed with us there No one can't see you Forget I can't look at it Is it good? Oh Wow the first one How much welding experience do you have? Question is do you think the wind will spin it? Maybe The hurricane wind Come on, it's the best thing ever. I think it's totally gonna work certified welders The interactive theory doesn't end here time to become an operator a skid steer operator We're just putting our forks in more that way we can carry the IBC tote as it's a little bit more narrow I can't see go in And I go back to their beautiful equipment shed that's not only an equipment shed But it's going to store all their firewood and so much more which is so handy Oh Courtney, I kind of want to steal your skid steer Jazzy's having the absolute best time in the skid steer But I have to say Courtney and Riley are also having a fantastic time showing us around You can tell they absolutely just love every inch of what they do out here. Thanks for taking me to Disneyland That was so fun. Then I captain the cheapest yacht. All right We're about to finish this workshop build over on ambitious Drake's channel. Go check it out. Thank you for having us Thank you for coming like helping and we couldn't have done this without your help. Yeah, you could I'll take the fun. I'll take the fun car really sunny. Is this okay?  Bye pack


morning my friends. Welcome back to another day in the life of a teacher vlog. So it is Wednesday January 20th. A big day in the US. I think today is inauguration day and I am teaching virtual. So if you guys follow me on Instagram you already know that our school district did send us back virtual for two weeks. So we will be at home until January 29th I believe is the day that we're scheduled to come back. Teachers are required to come and work on campus so that's why I'm here. Otherwise I would probably work from home honestly because these last couple of days being here by myself has been really exhausting. Just the fact that I have everything I've been planned out for like about a month and grading is going by really quickly. So I'm kind of sitting here twiddling my thumbs a lot which if I was at home I could be way more productive. So I'm a little bit you know irked about that but there's nothing I can do about it so I'm just making the best out of my days while I'm here. A couple things I really wanted to share with you. So I am doing another collaboration. This video is actually not sponsored but is in collaboration with Zymph Optical and you guys know I love my glasses. I wear them every single day.  So whenever a new glasses company reaches out to collaborate with me I dive in because I know I'm gonna wear them and so I decided to partner up with Zymph Optical for this video and so I'm going to share with you guys three pairs of glasses that I ordered and I will have links and coupon codes and all of that good stuff down in the description box below for all of you if you are interested in purchasing any of these frames or any other frames from Zymph that you're interested in. So the very first pair is obviously the pair that I have on now and I'm just going to take them off to kind of show you. So they're kind of like a round cat eye kind of shape going on and there's like this empty triangle on the side there. I think that is so cool. I love the structure of the glasses. They're very sturdy. They're not like loose or flimsy or anything like that. The earpieces are really interesting. They're not like flat so these are not going to fall off my head. They grip onto my head pretty good. I've only worn these a couple of times and the first time I wore them my head did hurt a little bit just because it was the first time I've worn them I haven't really broken them in yet so they did kind of hurt but I love them. Zymph is very similar to many glasses companies online. You put in your prescription, you buy the frames, you pay extra for the lenses depending on what type of lens you want, the price can increase, the price can decrease, you can do blue light blocking, bifocal transitions, all of that good stuff within the website. So Zymph is definitely a company that I will be using again just because their styles are really cute. So this first pair obviously I'm wearing today and then the other two pairs are actually sunglasses because I feel like I have an abundance of regular glasses and I just don't have enough sunglasses. Next time I'll probably get more glasses glasses but this pair is super cute. Very different than what I'm used to purchasing but I think it's exactly the same kind of situation here. The same kind of shape. These ones are more of like a they're almost like hexagonal but they're not. They have this like cool like hexagonal shape at the bottom and then again with like the pointed geometric corners. So I thought these were kind of interesting and I actually really like them. They're kind of like a super stylish aviator wannabe and I really like them. I really like the dark black on gold so I got that and I like how these kind of wrap around the lens. Those are kind of cool and then these are my all-time favorite glasses like from here on out like nothing can top these. I wasn't sure I was going to be so in love with them but they showed up and I was like getting giddy. So these are my favorite. They're these super cute obviously sunglasses but they have these super awesome lightning bolts on the side there and they just look super fun. They also have lightning bolts on the earpiece. I'm about to get interrupted but I just think they're super cute. Hello! So if you guys are interested in checking out Zimf and any of their glasses go ahead and check the description box below for some discount codes and for all the direct links to the products that I purchased. Okay so we are t-minus six minutes until my first google meet begins. So Wednesdays are a little bit different. This time around teaching virtual is very different. So we have different schedules. We're not filming video lessons anymore. We're google meeting for longer not by much but it's a little bit more balanced and it's a lot like our schedule at school. So usually on regular days we have 45 minute google meets and then the kids have 45 minutes to work independently per class and then there's a bunch of scheduled breaks within the day. Wednesdays are a bit different. There are less breaks but it's a shorter day. So today I'm going to see my homeroom kids for about 15 minutes. I will send them to watch their library videos and then I will meet them again for science class and that's at 10 o'clock and then we have a second period from 1040 to 1110 and then we have a 40 minute lunch break and then we have one more 30 minute meet. So our google meets on Wednesdays are 30 minutes instead of 45 but it's still fine because they have a shorter day. So anyways I have my setup here. I'm just adding some stuff to my little to-do list that I have for the kids. So there's a cool like experiment we were going to do. If we were in class it's like the celery with the food coloring but obviously we're not here so I'm going to give the kids the option to do that at home and if they can then cool and if they can't oh well. I'm not grading them on their ability to do an at home experiment. So it's just an option it's just like a something that they can do if they have the things or if they want to get the things. So and yeah so I think what I'm going to do is jump off of here do my first google meet and then during my break I do have some planning and prepping that I need to do for next week. Next week we are working on classifying plants and animals with bivertebrate and invertebrate mammals amphibians all of that good stuff. So this the last three weeks we have spent talking about plant and animal functions and structures and so next we're going to talk about classifying them and then adaptations. And then once that's over with we'll move through the rest of the life science standards. I'm not really doing a lot of social studies right now just because science is kind of like taking the front seat because it is a tested subject and it is just more of a priority. So I have been doing more science I will probably push some social studies toward the end of the quarter and do our study on the South American cultures which will be really fun. But it is you know science is a little bit more important and I do need to cover all of the standards. So I am focusing on making sure I cover those first and then if there's time well I make time for social studies. So anyway I'm going to get move in here so that I can get prepared and then I'll see you guys in just a minute. Okay guys so I just finished my second Google Meet and I am now watching the presidential inauguration. I just have it on in the background just you know because everybody's kind of watching it today. I need to go to the restroom and I need to go heat up my food so I'm going to do that really fast. I do have one of my Google Meets open up for my home room kids though because they're going to hang out during lunch time. They want to see each other and socialize during lunch so I do open that up for them. But anyway I'm going to go get my lunch warm that up and then I do have one more Google Meet at 12.05 and then I'm done with Google Meets for the day and I go on to meetings and planning and all that fun stuff and I'm already tired. All right you guys so I just finished up with my last Google Meet it's 12.52 For the rest of the day I have to go through my little to-do list so I have a couple of parents that I need to call. I have a few emails I need to send and then I need to finish, excuse me, preparing some lessons for next week. I'm just making the Google Slides. I'm trying to decide if I want to do it as a near pod like the lesson presentation as a near pod and then make a presentation a PowerPoint that goes with the near pod or if I should just make everything a slideshow and share the slideshow that's connected to near pod so that if they're not in the lesson they can still see what we did on the near pod. I think I'm going to have to do it that way just so that they're able to see it or I can make it student paced and then make it so that the kids have to do it along with me. I don't know yet. I'm going to try and see how that works. We have PLC at 245 so I will be doing a virtual PLC and then the end of the day is at 350. I did forget to bring my gym clothes in today so I think I'm probably just going to change at the gym and call it a day. Anyway the day is going good. I am feeling a little sluggish so I need to drink some more water and then I think I might drink an energy drink just because I feel like I'm starting to like slip into sleepiness and I need to be alert and functioning the rest of the day. So I think I might drink an alani new energy drink because I have one in my fridge. Okay I'm going to go get some work done and I'll see you guys in a minute. Second split second see second later. So I have been working here for about an hour and a half and I have created three out of the five Google slideshows that I'll be using next week for classifying plants and animals. So I just made, I used a couple of teachers be teachers things to kind of like create a lesson slideshow and assignments for my students for next week. So I have two more to go but I think I'm going to save those for next week. It is 205 so I think what I'm going to do is start cleaning up my space here. Pack up my stuff and then I'm going to walk on over to my friend Ashley's classroom. She teaches seventh grade science. My husband and her partner work together and so we see each other all the time but we both are in the same PLC group because we both teach science. So I think I might trot over there and just hang out in her classroom during PLC and then leave from there. So I also think I'm going to skip the gym today and the reason why is I am getting a little bit of a headache just from my glasses being a little bit too tight so I've moved them like onto my ears just because they are a little bit tight on me. So I know that I can go in and get them adjusted but this is only my second time wearing them so I know that my they'll kind of stretch out a little bit. Even just moving them like that helped a little bit. I don't want to break them. There we go that's a little bit better but and I haven't seen my husband in a few days so I think I might skip the gym just so that I can like go home relax with him just hang out before we pick up cash and then possibly take cash to the park or something as a reward for having a good day at school. So yeah I think I might skip the gym but I will be back at the gym tomorrow and I will probably go Saturday and Sunday because I'm skipping today. So I did crack open a energy drink because I just I'm starting to like slowly lose my stamina. Teaching virtual is very exhausting. Teaching in person is exhausting but it's a different kind of exhausting. You know we have our students in front of us. We're interacting with them and it's just it's different. So anyway I think that's what I'm going to do. First I need to go potty turn off all my lights and pack up my stuff which includes my work laptop. Actually I think I might yeah I'll just bring my work laptop with there. So anyways I think that's where I'm going to go ahead and end the vlog here you guys because I'm pretty much done for the day and I'm ready to go. So thank you guys so so much for watching and for being here today. If you are interested in my Zymph glasses all of the information and coupon codes will be down in the description including links to the same exact frames that I purchased. So those will all be down there for you guys to use and enjoy and if I haven't said it before thank you guys so so much for being here and for supporting this channel and for hanging out with me all my virtual friends. Big hugs from me. I appreciate you and if you guys didn't already know I do have a new twitch account that I have been live streaming on at least twice a week. Give or take here and there at least twice a week maybe more but it is just called apples and tiaras and I play the Sims 4 on there and I just kind of hang out. It's kind of like a live hang out um and I play the Sims and sometimes I'll stream myself um editing videos and just hanging out. So if you guys are interested in following me down in the description will be a link to my twitch account. Go on there give me a follow. Once I get enough followers on twitch I can post videos there so I don't want to crowd my youtube channel with like Sims videos because you know this is like a teaching and lifestyle channel but I will be able to post videos on twitch so if you're interested in watching me play the Sims or any of my Sims gameplay you can follow me there on twitch and of course on instagram if you want to catch up with me more often. So I will see you guys in the next video. I hope you guys have a great rest of your day and I will see you later. Bye!


Hey guys, what's up? It's Kinsey and welcome back to my channel or welcome to my channel if you guys are new here I'm gonna go out of lifestyle videos today is actually the first day of vlogmas for me. I'm so excited I'm gonna be doing daily uploads until Christmas. So from December 1st today to December 25th Expect a new video. There's gonna be new normal videos new vlogs a lot of them are gonna be vlog style But let me know what you guys want to see down below I'm so excited any vlogmas every year, and I'm just like so pumped and I'm like really re-inspired my youtube channel again The whole podcast thing I've been kind of distracted, you know But now I'm very excited, and I'm just so excited just for vlogmas in general and all of that Anyways, so that being said I thought I would start off the year with my Christmas wish list wish list wish My Christmas wish list these videos are definitely super weird if you don't know they're really popular on YouTube Also, if you guys are new here, and you guys want to stay up to date with vlogmas And just all the new future uploads and the lifestyle videos and all that stuff subscribe follow me on Instagram I'm gonna be doing a ton of holiday gift guides on my Instagram stories guys like I'm so excited Giving gifts is my favorite thing like it's my love language how I show love I will I literally have a note in my phone of everyone in my life their name and like throughout the year as they tell Me they like something and they talk about things that they want I keep it no because I'm looking crazy stalker essentially, but I'm just the best gift giver ever and I love it So with that being said, um, yeah these Christmas wish list videos honestly, I It's kind of like a gift guide a little bit, but wish list videos do better on YouTube So just think of it like that. I'm not gonna get any of these things I'm just asking for money so I can buy myself an iPad basically is what I'm gonna do But if I was asking for more stuff, this is what I would ask for I'm well aware This is not Christmas is about I know these videos can be weird if you're new But they're the most requested videos in the holiday season, and I'm done with the disclaimer Love you guys so much speaking of this on my podcast anyways The only thing that I'm really asking for for Christmas is an iPad Pro But I'm not gonna make my parents spend much money Slash, they probably wouldn't so I'm just gonna ask for money and then buy one and that's my plan That's really what I'm doing But if I was asking for more things, this is what I would be asking for I'm gonna do like my gifts and then also just kind of stalking stuffers So if you guys are thinking about like just random things to get or give Poco, that's so rude. Stay in the room. I'm filming Rude dog, right? Okay, well, she's up whatever. Um, these are just some good ideas Can you tell me excited for Christmas? I'm listening to Casey Musker's Christmas forever guys Everyone can you just tell Casey Musker's how much I love her and how much I want to do my podcast Just like every day if you can just like spam her comments I would love that Okay, so the first thing I want as an iPad Pro somewhere along the lines I have allowed myself to believe that if I have an iPad Pro That my life will be more put together I don't know where I got that idea from but I just feel like it's really put together I'm gonna use it in meetings. Um, I'm gonna use like notes on it all the time I'm gonna use it for like designing stuff because you can have like all the software from Adobe that I don't use And I need to learn how to use you can have it all on there But I also want it for thumbnails I just like I have so many ideas and like design things that I want to do on there So that's really why I wanted I'm very excited for this So that's what I want an iPad Pro and that way I can just edit on my laptop and then do everything else on my iPad Pro Does that make sense? Like I feel like I'm just be great I want to lug this thing around unless I'm editing a video, you know The next thing I want is the iPad pin. Did you guys know it literally sticks to the side of it in charges? By the way, I'm gonna have this all linked down below. That's incredible That's the best thing I've ever heard of my life and it's magnetic because you know, I would lose it So I want to do that. Next thing I want is an iPad keyboard I know a lot of the time you guys can just like buy keyboards or somewhere else and they're cheaper So if you guys know anything about that, let me know Yeah, if you guys have iPad pros, tell me all about them. What's your favorite app that you use on them? Tell me everything. I'm about to be an iPad pro girl through and through. I'm very excited for this new like, you know Transition into my life. It's a new season. So I'm excited And the next thing that I actually need so I'm probably gonna buy this for myself ASAP because Coco chewed my Saint Laurent card case Which is already trashed anyway, so it wasn't bad But not only did she do that she chewed my credit cards and that idea She's never done that before like I she's never had like actual like cards I think she was just trying to take them out and go in the town or something I don't know like she turned 21. Coco's my dog by the way in case you don't know. So anyways, I Need a new card case. I really like card cases over wallets and Surprisingly, I'm so in not surprisingly, but I'm so into Mark Jacobs this year like their new direction incredible I have Two bags from them that I use every day and in my backpack is from them I'm just the biggest fan seriously best stuff So I want the card case from the same line that I've been buying from And they have some different colors. So I really honestly should just buy one. It's cyber Monday right now I should just buy one But yeah, I like Mark Jacobs literally better than like big designers like nicer higher-end designers very weird But big fan love them. Okay, it's something that I would I'm not gonna be getting these but something that I love that I think would be a really good Christmas gift would be like any sort of Like high-end designer sneaker. I am obsessed with the sneaker trend, but I just want $5,000 to spend on sneakers So like that's my issue like that's where things just like aren't lining up right now But I love the Chanel sneakers incredible, and I love the Balenciaga sneakers. I'll have them on the screen I'll have them down below one of you buy them seriously. I'll have them look down below I want this for you if not for me, you know buy them the last thing that I have on this list I feel like when I was younger, I had so many things in the list and now it's a card for me to even think of things But I'm also very impulsive and I think I just buy things so maybe that's why I don't have anything to ask for But I've been seeing these leopard made while slippers everywhere. I wore my slippers I literally have them on right now fun fact that I also got this for Christmas, but I wear slippers 24-7 and me know how much I love leopard print. I just bought a new leopard coat or cheetah coat What's the difference? I've looked it up and they still look the same to me Anyways, they have a new they have the slippers out that are leopard That's literally the only thing I need to say But I think they're so cute, and I think that you can never go wrong with asking for a pair of slippers again literally Here they are. I wear my slippers every day, and I've asked them for Christmas. I Got a pair in seventh grade, and then I got a new pair recently like I wear them for years and years and years They're like such a great investment, especially if you're someone who loves like lounge kind of stuff I'm a huge fan of that stuff. Love it. So check those out. Okay for the stocking stuffers Let me check my list right here. I feel like Santa Claus. Okay, so I have five things that I Think are just the best Absolute best to give in a stocking and these are the things that mom if you're watching this that I want in my stocking Okay, a beauty blunder you can never go wrong with a beauty blunder Um, I actually like the real techniques orange sponge better than the beauty blunder And it's like less than half the price It is so amazing But I feel like I just always need more and those are just such good stocking stuffers and like everyone uses them and they're incredible Next thing super weird, but brats. I'm wearing them right now.  So any like hair accessories because hair accessories are back Really came out of nowhere, but here we are next thing. I'm sure it's gonna surprise you but hoop earrings I wear a pair of hoops every single day last night in church during worship I took out my hoops, and that's how you know that I really love that place because in order for me to do that Takes a lot of sacrifice, you know should really have a heart for the house, but anyways No, I'm getting these are from H&M, and they're like the best one to have them in gold as well Best earrings ever. They're like seven dollars. Everyone has really good earrings Yeah, I'm just super into earrings and just I think that's like a really good gift anyways My next thing scrunchies if you guys follow me in anything watch any of my stuff You know, I wear scrunchies like all the time. I'm constantly pulling my hair back constantly wearing Literally a bun with a scrunchie and hoops. That's like my everyday look. Good. Look. It's just a good look big fan of that one I also got my scrunchies from Urban. I'm sure you can get them somewhere. That's way cheaper But I'm just lazy, and I like the Urban ones. Next thing I have would be candles I understand how this would be a little bit confusing to put in a stocking So maybe you get the mini ones or you just put them outside the stocking and it's like, you know The idea that counts my favorite candle. I love marshmallow fireside about the body works I actually just ordered six holiday candles to be delivered tomorrow And I also tweeted that my life is on hold until they come and I really do feel that but no I love candles literally like when people are like, oh like don't give candles and mugs like those gifts I think the candles and mugs are the best gifts. I love that I think it's so cute and what the muggy can be personal, but this is not a gift guide So we'll get there later Follow my Instagram, but and then also volcano from anthropology They can also get like altered state and stuff. So I know have any of you guys been to altered state lately?  I don't know to get southern store. It's honestly not super my style But oh my gosh, I was at stone bar em all frisco texas. It was the most beautiful store and store display I have ever seen I am a huge fan of altered state that killed it Even if you don't like that style that's not your thing go to alter state right now Do yourself a favor. It is a winter wonderland and it is absolutely beautiful. I literally could not say enough good things about it I'm a huge huge fan. So that is it for what I want for Christmas again This is not Christmas is about Christmas is all about giving and people in love and whatever faith you have Whatever but you guys request this video time and I wanted to kick off vlogmas Also, I'm sure it really annoyed you guys that these are still not in frames guess who denies more me so But I have done absolutely nothing about it, which is literally my entire life I also picked up my car and they got towed this morning. So anyways, love you guys so much Hope you guys enjoy this video because have not already be sure to subscribe if you still like me after this video Check out my podcast that'll be linked down below That's pretty much all I have to say. Hope you guys enjoy this video. That is it I'm saying to you for tomorrow to vlog where you guys will see why I got my car towed and how much money It cost me to get it back. So that's awesome. Love you guys so much. Everything will be linked down below. See you guys soon. Bye


Next talk is going to be by Gabriel Becker, who will be speaking to us about our tables, leveraging data visualization concepts to declare and create clinical trial tables. And I think they will be speaking live, I see you're here and unmuted, so just go ahead and share your slides and get started. Yep, I just, is that, do you see the schedule or do you see my slides? I see your slides. Great, okay. Yeah, so this is gonna be a pretty different talk from the last one, the last one is very interesting, but sort of covering a pretty different scope than we're gonna talk about here. So just some basic background about me. So I'm a statistical computing consultant. I've been working with an organization called Nest within Roche for a number of years now, developing the R Tables software, which provides a general table generation framework which they are using to generate the tables that are going to be going into the clinical trials, clinical trial reporting. Yeah, I have my email there if you want to get in contact with me and I'm also on GitHub. So tables are very important and they're useful for EDA but they're also a crucial aspect of the reporting process. And now you're probably wondering, what's why I'm talking about tables with a picture on the screen. So let me just go through some things here. What it ends up being the case is that we can understand tables and how we should think about them and how we should create them by thinking about things that aren't tables. This may be a little bit counterintuitive but it ends up being really powerful and I'm gonna try to showcase a few of the ways that it helps us today. This is a multi-year project, a very sophisticated and complex piece of software. So I'm not gonna be able to cover everything but I should be able to sort of hopefully convince you that there are benefits to thinking about tables in a way that's pretty fundamentally different from the way that most people typically think about them, I think.  And so we can see here, this is the same information represented side-by-side in a faceted bar plot and a sort of complex structured table. And so we can see each element of the table corresponds to exactly one element or one aspect of the plot and vice versa. So we have the concept of rows in tables and we can sort of, we can look at what the concept of row would mean in this faceted data visualization. Now it's notable that a row is not a set of these subplots, it's actually a slice across these subplots. And then we have a single subplot here and that corresponds to what we generally call a sort of vertical section within the table. And then we've got the columns here, we've got the faceting, the faceting information, which is recreated in the table here. And then we have the individual cell element in the table, which corresponds to an individual bar, a single bar within this bar plot, which again is not a full subplot, it's an element within a subplot. Now this bar has a width zero because the count was zero here, but the point stands, this is also an add and I'll log to a single cell right here. So tables are faceted data visualizations, they are plots and it's useful to think about them as plots. Now, what do I not mean when I say that? I do not mean tables have a similar purpose to faceted data visualizations. That's true, but that's not what I'm saying here. I do not mean that faceted data visualizations are similar to tables, that is also true and it's also not what I'm talking about here. I do not mean that we should be rendering our tables in ggplot2, that would be very silly and we're not going to do it. And finally, I do not mean that technically everything's made out of pixels which have an X position and a Y position and therefore they are data visualizations. That's not what we're talking about even though it's technically true. So what do we need in order to describe a faceted plot that we would like to make? We don't need very many things. We need a fasting structure in the row or Y dimension. We need a fasting structure in the column or X dimension and then we need information about what will be drawn in each subplot and in the ggplot2 framework that's gonna be your geomes and your stats, the combination of the stats and the geomes, right? And then there's some various other miscellaneous metadata annotations like titles and access ticks and things like that. And those do have analogs in the table space for the most part but we're not really gonna, some of them do like ticks, not so much but access labels do, but we're not really gonna talk a ton about those in this talk here. But here we can just see, I didn't draw the plot but this is pretty basic ggplot code that is probably familiar to many other people in the audience here. And here we have the geome bar that's gonna be number three which is our what's drawn in each subplot. And then we have the facet grid which is gonna define both one and two. So both the faceting structure in the y dimension and the faceting structure in the x dimension which are the rows and columns respectively. Okay, so that's what we need to describe a faceted plot. So what then do we need to describe a table? It's the same because as we just talked about tables are faceted plots. So what do we need? We need the faceting structure in the row dimension and the faceting structure in the column dimension and what's gonna be drawn in each of the panes, each of the subplots, that's it. That's all we need to define our table. So our tables defines a framework of verbs we call them layouting verbs for reasons that I may have time to get into at the end. But we have these verbs and they allow you to declare the various aspects that we just talked about. So that's it. This is the list of things that you need to define any table other than like the actual logic for calculating the cell values which you're up to, is up to you to implement. But in terms of declaring table structure, this is it. It's a very sort of like deep layer like situation where you have a number, relatively small number of low level verbs and you can combine them to do sort of arbitrarily complex things. So faceting, we have these split functions. So we split rows by and split columns by. And so we, unlike facet grid, we incrementally declare faceting. And whenever we declare a faceting by default that's gonna happen inside whatever faceting already existed in that image. And we're gonna see an example of that which will I think make it a little more clear. I mean, it looks like there's a lot of stuff going on in the chat. Let me just look at that quickly. Okay, so thanks for the feedback. It doesn't look like there's any questions there though. So if you do have questions, please do ask in the chat and we'll try to keep an eye on it. But yeah, so that's for declaring faceting. That's all we need. And then cell value derivation, this is the equivalent to the stat plus geome situation where you're defining the calculations that are gonna generate the values that appear in the cells of your table. We call that cell value derivation because those are what those words mean. And so we have just two of these. And then we have summary situation which is equivalent to marginal or group summaries in a plot which weren't actually in the sort of Titanic dataset plot that I showed you earlier, but they could have been and we'll talk a little bit about that as things move forward. But that's it. That's all there is. So now let's go through some examples. Column faceting in ggplot. We've got our facet grid calls equals arm. And in our tables, split columns by arm. And there you go. Side by side, everything is nice. We can also see just as a brief aside here, the range is multi-valued. So, whoops, sorry, getting ahead of myself there. Range is multi-valued here. So we can have multiple values in a cell if we want to. We can also, as we'll see, I think we'll see later, have multiple cells within a facet again to having those multiple bars in a single subplot in the bar chart. So, row faceting, not really very much different than what we were doing a second ago, but now everything's taller. So we do row equals far as sex in the ggplot side and then we do split rows by sex, which is the cdisk specified variable name. For that, which is why we're using it here. And there you go. We've got a nice tall table and plot here. So xADSL is a synthetic ADSL dataset that ships with our tables. It was generated by another open-source tool called random cdisk data, which also came out of the Nest project. But yeah, it's correct. It's the data and that particular dataset is included with actually it's included with four matters, which is a dependency of our tables. So whenever you have our tables, you will have this dataset. So grid faceting, we can have faceting and columns and rows at the same time. Obviously we know that ggplot can do this mostly because even if you didn't know before today, you saw it earlier in the Titanic plot that it was doing that. And here we can see that we can also have that in our tables. You just do split columns by and then you do split rows by. And if anyone isn't familiar, this sort of vertical line greater than thing is the native pipe. So you can just think of that. There's the same as the greater pipe for the purposes here. There are a few differences, but they're not important. Thanks, Pavel. Pavel is the technical lead of the larger project of which our tables is one of the packages. So that's that. We can also nest faceting structure. I don't have the code here because I thought the tree was a little bit more useful, but in both ggplot and our tables, we can nest faceting. So we can split by arm and then for each arm, we can split by gender via the sex variable, right? So you can see that on the left and on the right here for the plot and the table, respectively. And let me just look at what time it is. Okay, and yeah, so that's that. So I've just talked about how our tables is basically gonna be leveraging the fact that tables, specifically the type of complex structured tables that are involved in clinical trial analysis or EDA of data are faceted data visualizations. And now we're gonna talk about some generalizations to how certain aspects of visualization work typically that sort of arise from applying them to tables. So first is what faceting does. Typically and traditionally, faceting is a partition of the data, which means it is both mutually the sets, the different facets are both mutually exclusive and exhaustive potentially with the exception of the removal of NAs. And so you're gonna take a categorical variable, you'll look at the values of the variable and that will define your subsets. This is the sort of group by in deep layer type of thing. That's fine, our tables is happy to do that, but it doesn't have to be. Our tables doesn't care whether things are mutually exclusive or whether they're exhaustive. So what this allows you to do is it allows you to very easily, as we see on the right here, have facets that overlap each other. And in the table space, this is actually pretty common. It's very common to have a all patients category, for example, but just that you can also, as we see here, combine arms to have sort of virtual combined arms for certain analytical purposes and things like that. And our tables is happy to do that. So that's one thing. So fastening has been sort of generalized beyond what people typically think of when they're talking about fastening. Yeah, exactly. Let's see both versus everything else would be another example of this. Next, we have subplots and what's sort of what's happening in subplots. It's not, I drew a table on the left here, but in GG plot, typically, unless you sort of really want to go through a fair bit of pain, the subplots are all gonna look the same. They're gonna be plotted on different data, which is associated with the facet pains of your faceting that you've declared, but they're all gonna be bar charts, for example, and the example that I had before. Or they're all gonna be scatter plots with different stuff in them, right? But our tables doesn't care if you have the same stuff in the facets or not. So here we have, we're splitting by sex. So the facets are male and female, female and male, right? And then within that, those facets, we have various things, right? We have a mean and a range, right? So that's the equivalent of like a bar and a line, a scatter plot line or something like that. And you can also, I don't show this here, but you can also have columns that have fundamentally different meanings within the R tables framework, which is another thing that you would not see in a sort of faceted plot. Like you can have a column where the first column is N and the second column is a confidence interval from a model that you have fit. And the third column is the p-value of that confidence interval, including zero, et cetera, right? So I will, yeah. So I'm gonna, I've got about one minute. I'll try to address your question, Eric, but I do want to get through a couple of things first. The last thing is marginal summaries. These are not really possible in sort of base GG plot two, but there are extensions to GG plot two, one of which is the GG side function where you can do that. We also have that in our tables, where you can, there's a native verb that we saw in the list called summarized row groups, which generates sort of marginal group summaries and puts them in your table. And by default, that means count and then percentage of the count in the column. Something that you can't really do in plots is have multiple different levels of information being marginally summarized, but you can in tables very easily. So you can see here we're marginally summarizing both the genders and within each gender we're marginalizing the strata one, which is like a made up variable. Doesn't really mean anything, but yeah. So with that, I'm going to very briefly, this might actually answer your question, Eric, but a lot of people don't know this, but the Nest team has released what is called the TLG catalog, which is an open source compendium or code for TLG generation. It is open source with a commercially permissive license. It's publicly available now. And it is also the code that is used internally at Roche to generate these tables during clinical trial analysis starting this year. It's based on turn in our tables. I don't have time to talk about turn. It is another open source package is currently on GitHub. It will be coming to Cran soon and Pavel put a clickable link in the chat there so people can go look at that. This has 225 table variants with code that's just there that you can use. That's, you know, this uses synthetic data, obviously in the actual catalog, but the code you can use any data set that meets the spec, right? There are 88 sort of top level table named tables and then each of them has a number of variants. This is the, these are the numbers. So there's 68 different variants for reverse events tables which seemed like a lot to me, but you know, I'm not a biostatistician. And then very last thing, I know I'm very short on time, but another sort of larger project of which our tables is apart. Oh, and the other thing. So the TLG catalog, the sort of analytics are done by this package called turn, but all the tables themselves are generated using the core our tables framework, which is why I'm mentioning it here. And then I'm also part of a working group for our tables for regulatory submission from the R consortium. And we have authored a book and it's available now for sort of, you can look at the repo, which I have a link there. I know you guys can't click on my slides, but that's the URL. And then it is slated to be published as an official first edition on the 23rd of this month. So that book covers six different table engine packages of which our tables is one. And then it has worked examples for sort of five archetypal reporting tables from clinical trial analysis done in all six packages so that you can compare and contrast. And with that, I think I'm maybe a little bit over time, but hopefully not too much. And I'd like to thank everyone for listening. Hopefully that was helpful and informative. And I don't know if I have time for questions or not. That's up to the moderator. I think we'll save any questions for the chat. That was a really fantastic presentation of our tables. Thank you so much. It looks like there's a lot of great stuff there and please answer any remaining questions in the chat. And if there's any relevant links you wanna drop for us there, that would be great and thanks so much. Sounds great. Thank you. Thanks everyone. All right, and with that, we'll move on to our last speaker of this little block.


United States Naval Ship Spearhead, the first of nine catamaran high-speed vessels being built for the United States Navy, made a brief stop at Naval Station Mayport. We go in excess of 35 knots and we can carry 600 tons of cargo in our mission bay. And with such a small crew, we're able to man the bridge with four people, including engineers. The spearhead is designed to travel 1200 nautical miles at an average speed of 35 knots and to operate in remote ports and waterways. The size of the crew is very small, it's only 22 merchant mariners that are operating the ship. Fuel consumption goes down, maintenance costs are down because we're an unpainted haul. From Naval Station Mayport, I'm Petty Officer Salt CB.


Pediculosus capidus is a common skin condition that primarily affects children. During the COVID-19 pandemic, various restrictions were implemented worldwide, including in Poland. This study assessed the effect of these restrictions on the prevalence of head lice infestation among school and kindergarten attendees in Poland. Results showed that the restrictions decreased the number of children infested with head lice compared to pre-pandemic data. This suggests that head lice infestations remain an ongoing epidemiological concern and should be monitored.


What is that? This is something that I thought of I'm sure that people have thought of it, but it has changed my life I encourage you all to do it. It is a homemade popsicle made with nothing, but pure orange juice It's better than any popsicle you'll ever eat. It's cheaper. It's natural. It's glorious Hey, welcome back to our stupid Rex's eating some Corbett I'm really and today we're on to episode five of family men season two And season I'm episode four where we left off Monos and that other guy were caught With the dead. Yeah with the dead body by that police officer So they're obviously gonna have to figure out that Samantha is just kicking ass And I I'm glad I'm not the only one I read some comments that said yeah I don't think I'm supposed to root for Samantha, but I'm Now that I think about it man, I Can't think of any other thing I've ever seen TV or film where I'm rooting for the terrorist. I'm always rooting for the bad guys, man I was rooting for the iceberg in Titanic it was it was weird Anyways, but yes, so we are on to episode five. This one is called homecoming Double entendre in some ways if you think about it long enough Monos probably coming back to the force full time I guess and probably other stuff I think most of these probably have to do with Samantha. I feel like she's a big big part of this season Anyways, but in case you are new Because sometimes people just jump into random episodes I can only use five minutes if not less Sometimes because the first episode was still blocked even though some people said they can see it Even though it says blocked on my end. So that's weird But I can only use five minutes of each episode cut up picture-in-picture on YouTube if you'd like to see the full uncut reactions of every episode of this season and The first season family man Mizzapur Deli crimes all those those are all over on patreon. You can go check those out I'll put the description below and in the pinned comment. Let's just get into this. You ready? Let's go Let's go. Yeah, let's do it. Let's go. I'm ready. Let's go. It's family man. Let's just get involved and do it. Here we go Do you go? No, here you go. No, they're in jail Just beautiful skin, I know that you know, they didn't make up and stuff with her her complexion is very pretty It's actually a big controversy about that. Oh Really, they don't they darkened her skin Well, makeup did a great job. Why did they do that? I don't know But that's a big controversy obviously because obviously if they did that here that would be a big up Or but it doesn't make sense to me because she's already to lugu like she's from South India So it makes no sense to me why they actually did that Because the act the actress is to lugu or So it makes it doesn't really make sense to me, but it's a big controversy. I know Well, rightly so they didn't need it. Yeah, she's doing a great job the actress It's been in there all night. I still feel like something's gonna happen with the daughter Like I think she's gonna get kidnapped or something Yeah, good chemistry both of them The guy in the front seat almost has an earphone look to him. I don't know if you notice them I didn't pick up on that. I don't have to look again like he could be like his brother Stay away from my phone I was she killed him with her bare hands. Yeah, I think she's a train fighter guys. It's fine. He was a rapist He likes her decision has been made Yeah, there was an earphone. I just thought in the profile. Yeah It's the eyes the eye shape.   Whiskey Yeah You stink! Small Nice They're drinking all month, that was an all month bottle I totally just saw that Also I like how they're shooting this The lighting that they're using for these That's great lighting, but man, they only had a certain window of time Yeah And that call time sucked It was definitely morning Yep They were probably, crew was there at 2.30 Ah, that's personal In a unit make lady kitty Everything, the color correction is magnificent It's so balanced, every frame Hey!  She's the bad guy, I shouldn't be rooting for her, but I am I just can't help it Yep Thank you Thank you, Sarah Samantha I'm sorry, Samantha Every episode is ended with her killing people Yeah, basically Yeah Yeah, I like her Like I said, it's so weird because She's part of the bad guys And she's basically killing good guys who are doing their job But like, you just can't help but root for her It's true, it's kind of like, you know I don't know I don't know if she'll You can't even proceed to ledger in Dark Knight I like you And I don't know if she's gonna have like a redeeming Like, arc in the end Or if she's just gonna end up dying as the martyr essentially But it's like That's sadly in my mind's eye I think it comes down to a confrontation between her and Manoj And I think he ends up killing her And we'll be very sad to see her go Yeah It's good writing though, because We've said this many times If writing is doing it correct, you should feel for Characters that are essentially bad Because they're human And so the point of them is not just to be this I mean, some characters is to be this evil menacing character But not all characters Most characters are this type that are just In the gray area And, well, I don't know if she's in the gray area Honestly, because I mean, she hasn't really done anything that wasn't part of this Terrorist movement But, you know, it's I think it's good writing The fact that It is That you feel for this character that I don't know if you're supposed to But Yeah, it's good writing and it's good acting combined And it touches upon something that both Udha Hagan and especially Howard Fine teaches As do other people, but it's really important to Howard About not judging a character And we've talked about that And he'll talk about the fact that You can't because If you're going to be the character Whether you're writing the character or you're portraying the character You can't judge the character as an objective observer Because you don't do that to yourself Everything you do is from within yourself And every motivation you have You're going to justify those reasons based on your personal needs Your personal wants And when you're portraying that character You can't And that's why characters like this one And anti-heroes and other characters That are well Well-played The quintessentials heath Playing Joker Is that you And that's why That's why it was so hard We bring him up a lot For DiCaprio to play Candy in Jango And why it would be really hard to play a character Like a child molester Or a priest who's a pedophile Because you can't judge that character And you have to find yourself in that character And that means you have to allow really, really Dark places in yourself to come out So it's really a testament to how good the writing and her acting is And obviously the cinematography Is still a tough notch But also the humor is so, so good in the show And they bring it subtle It's not like In shows where it's a comedy series And they're playing for the joke They're, this is just It's well done writing That is funny Because of the situation That they're in I like the partner I apologize for not knowing his name Yeah, they have great chemistry Monoosh's partner, him They have great chemistry I liked a little Now he has a little love interest with the The officer who was so bad to him Yeah And then It's a very complex relationship with Monoosh and his wife And that other guy still That I don't know how they're going to end it Like what resolution they're going to come up with that In that relationship Because I don't read Your show has given me nothing like That relationship is going to end fine Right I read And I also, we can't stress enough For the whole stupid family The fact that, you know We'll be the first ones to jump up and down and point out As you should Spectacular technicalities Like the long shots And incredibly complex lighting That are just standouts But equally And maybe even more worthy of the shout out That sequence of shots That were on the shore Then on the water That all had the same tone I can't Guys, we can't stress How hard it is To have those sequence of shots Maintain the same lighting And the same feeling and the same color palette It's a testament to cinematography, editing And post-production effects To make that all feel just like a seamless experience You're feeling in real time That was, for me That was one of the greatest moments in both seasons Cinematography-wise Yeah, it was absolutely beautiful And like I said in the beginning They, I know there is a controversy about her darkening Her skin, which I don't And obviously it's different Because obviously when we talk about that here Obviously for a long time in American history And even in cinema It was done with extremely racist undertones Blackface Yeah, it was done on purpose To be racist and to make fun of Which is why it's such an awful thing here The history of it is just awful I don't know what the history is in India But obviously I'm never in favor of people Even though, because somebody did bring up Just like people will darken their skin to make fun of And obviously the show is not trying to make fun of anybody Not at all I don't think that's great I don't think that's creators intent at all But it is strange to me And I would like to know why they decided Because I know this actress is South Indian And there's not just dark people in South India And so I don't, I just And I know they're playing people that are based off of real people Even though I don't, the situation is not real But they're playing How many of the Sri Lankan tamilians that came over there From regions that are definitively darker Because if that's, if they're wanting to be historically accurate Based on the fact that the Sri Lankan tamilians are From parts of South India where they're darker I would imagine, that's the only reason I could justify Doing that both as a creative and a production team Or as the actor receiving the make up Yeah, I don't, I don't know that I'd ever Tell anybody to do anything to their skin Outside of obviously legit like if you're in Like Super 30 Yeah, or like Paul Benton Like David Rithik was portraying a real guy Yeah, it's just I know it's different I know in India But I know it's equally as sensitive in India It's, obviously it's When we're talking about blackface like when we saw Shredevi With the people in blackface That's why it was so, it was so jarring to us Coming from an American perspective Because it's, it's completely different here I had heard about the controversy And I don't understand it And I just don't know why they had I don't know why they had to darken her skin Because she is South Indian The actress is South Indian And obviously there's not just dark South Indians In South India And so like you would have believed this character Regardless of if they did that or not And so I, I don't know I just wanted to talk about it Because I know people were talking about it So I wanted to give our two cents to that Sure, sure, sure, sure So, but I love it's nothing against the creators Nothing against Samantha She's doing great I love the show I just wanted to people asked about it So I wanted to give our two cents on that But loving it so far Once again, if you'd like to see our full uncut reactions To every episode Since I can only use five minutes on YouTube Go head over to Patreon Those are always in the description And the pinned comment below On to the next episode!