[User] Please transcribe this text

[Assistant] The people that shouldn't be getting free stuff be getting free stuff. So what I kind of try to do is just give it to my friends. I've been more in my life just like going and getting things that I actually really want instead of just taking stuff that's free. I don't have an entourage. I would love one, but I'm 16 and


[User] Please transcribe this text

[Assistant] Right now it's just my family, which I'm okay with. I'm okay with having that while I can.


[User] Please transcribe this text

[Assistant] You know, when I don't really need that, when I can't really have that anymore, I'll miss it. So.


[User] Please transcribe this text

[Assistant] In life I don't have one. I have one, you know, I guess at shoots and stuff. Which is really just like my team. But I'm not, you know, going around the world with an entourage. I'm like me, pretty much alone.


[User] Please transcribe this text

[Assistant] With a per- some person, right? Whoever I'm with or...


[User] Please transcribe this text

[Assistant] My family. I mean, truly that, that, that's never really gonna change. My family is like the most important thing in my life, so I'm with them a lot. Or I'm just alone in my car. I love being alone in my car. That's my entourage is my car.


[User] Please transcribe this text

[Assistant] Uhm, I mean he's obviously not around as much as he was when he lived, when we all lived together. I mean we see each other all the time and also now we're, we're starting to make music again. We just started the, the process of,


[User] Please transcribe this text

[Assistant] Which is really nice because, you know, you get caught up in life. I'm hanging out with my brother a lot, actually. It's my buddy. Definitely. The homeschool one? Just anything about being homeschooled. And like, people don't know anything about it. How did you make friends? What?


[User] Please transcribe this text

[Assistant] That, that, I mean that question I've been asked my entire life before I had interviews. It's all anyone would ask. How do you make friends?


[User] Please transcribe this text

[Assistant] That was annoying, that was an annoying one. Didn't love that one.


[User] Please transcribe this text

[Assistant] I just get tired of being asked like, the same thing. I guess I just want creative questions.


[User] Please transcribe this text

[Assistant] Let's check this Instagram real quick. Here's what you are asking me.


[User] Please transcribe this text

[Assistant] Oh, these are good. Oh, these are really good. Least favorite song of your own? Watch. What was your favorite show this tour? Boston. How many songs are you working on? One, currently. Favorite thing about doing this interview? I don't know, I feel really connected to myself. It's really cool to have these, what, five versions of myself to interact with.


[User] Please transcribe this text

[Assistant] That's just so insane. It feels like I'm interacting with other people, but also, it's me. It's just really cool. I don't know, I really like that. Most growth between years. I've changed more.


[User] Please transcribe this text

[Assistant] From the beginning of this year until now than I have in the last, like, five years. I mean, honestly. Your favorite band.


[User] Please transcribe this text

[Assistant] Billy! Jesus loves you! Alright. Thank you guys for the questions. Back to the other questions. I just wanna-


[User] Please transcribe this text

[Assistant] I wanna try to be really in touch with who I am because there was a moment this year when I wasn't really aware.


[User] Please transcribe this text

[Assistant] That's true. I was still doing that in this moment. I knew it too. I knew when I was talking. I knew when I was sitting there.


[User] Please transcribe this text

[Assistant] What was going on? I have a couple other things that I like to keep to myself that are aspirations for me and we'll see how they go.


[User] Please transcribe this text

[Assistant] That's so annoying. I do that all the time. Honestly, I've done that so many times in these fucking interviews where...


[User] Please transcribe this text

[Assistant] I'll be like, well I can't say that, but me in the future will remember.


[User] Please transcribe this text

[Assistant] Like a bungee jump off a cliff or something. I really enjoy fear. I wanna get an electric car. I wanna rescue some horses. I've...


[User] Please transcribe this text

[Assistant] I had a very big transformation this year with my fitness lifestyle and...


[User] Please transcribe this text

[Assistant] Uhm, it's been a really insane process and been...


[User] Please transcribe this text

[Assistant] I feel better about myself than I ever have, which is...


[User] Please transcribe this text

[Assistant] Makes me feel proud. I worked really hard on it. And I just want to get really fucking buff. I just want to be buff. Uhm, yeah, so hopefully by next year I will be...


[User] Please transcribe this text

[Assistant] Oh, that I'm in the third season of Euphoria. That's not true. I'd like to be. Euphoria's fucking fire. No. I don't like dating. At all. No, no. No.


[User] Please transcribe this text

[Assistant] No, thank you! No, I don't have a boyfriend.


[User] Please transcribe this text

[Assistant] I ca- I could not have a boyfriend that would just be mean to him. I hate things that aren't exclusive. Yup.


[User] Please transcribe this text

[Assistant] Yes, I do. I feel extremely grateful for the relationship that I was in last year. And I think he's fucking so much happier now, which makes me really happy. Yeah, I do. And


[User] Please transcribe this text

[Assistant] I managed to get my way to a point in my life, my life, to a point where


[User] Please transcribe this text

[Assistant] I not only was known by a person that I thought was the hottest fucking fucker alive, but pulled his ass. Are we kidding me? Can we just... Round of applause for me. Thank you. Jesse Rutherford, everyone.


[User] Please transcribe this text

[Assistant] My, whatever they say, love language is just physical touch. I just need to be touching skin.


[User] Please transcribe this text

[Assistant] All the time. Touching and cuddling and hugging and, and...


[User] Please transcribe this text

[Assistant] Anything skin related is really a big thing for me, and other than that, just like, freedom.


[User] Please transcribe this text

[Assistant] You know, I don't want to be controlled. I want to be trusted and I want to be able to have space and I want love and, and attention and...


[User] Please transcribe this text

[Assistant] Equal admiration is really important. I just, I'm really inspired by this person and, you know, he's inspired by me. It's really cool. Judge me please. I don't.


[User] Please transcribe this text

[Assistant] Anything goes. I was gonna say back to basics. Maybe, or just like...


[User] Please transcribe this text

[Assistant] Solid choice. I used to watch that movie when I was a little kid, and it's like still one of my favorite movies. It's just, ugh, it's just so good. It never gets old, doesn't age. I love that film. Brockhampton.


[User] Please transcribe this text

[Assistant] Yeaah. That lasted for a bit. Like, we, the 2020 Billie was very identity crisis.


[User] Please transcribe this text

[Assistant] Uh, overboard. And then I was kind of freaked out by that and felt really distant from myself. The biggest thing I'm struggling with now is a specific relationship, friendship that I'm trying to figure out how to not be really angry and trying to learn to not hold grudges, not let it make me


[User] Please transcribe this text

[Assistant] Because of a fear of abandonment a little bit. It's pretty low. I can sing pretty low. Cause I kinda have like a manly voice. Low C? Maybe?


[User] Please transcribe this text

[Assistant] It's like Uber for pizza, that's kinda stupid. We can't say Uber. Two choices for now to keep it simple.


[User] Please transcribe this text

[Assistant] We'll, uh, we'll have to operate to save his life.


[User] Please transcribe this text

[Assistant] Now you're going to tell me to leave quietly.


[User] Please transcribe this text

[Assistant] I knew what kind of person you were back then.


[User] Please transcribe this text

[Assistant] So uhm, uh,


[User] Please transcribe this text

[Assistant] What I like about ink is that you, it involves a lot of water and you don't control it a lot, so it's a mix between control and letting go. And you know, going back and forth between...


[User] Please transcribe this text

[Assistant] Dude, this is tough. Yeah. There's nothing worse than needing to break through a brick ceiling and get away from thwomps and you just hear like, boop. Uh, polio.


[User] Please transcribe this text

[Assistant] Oh yeaah, it's a nightmare. Whoever created that should be kicked in the head.


[User] Please transcribe this text

[Assistant] Also, a fun anecdote is, uh, Aaron was playing another game, so, uh, he had to restart this level, and before we started recording, he was like, I just need to get back to the checkpoint, so, this might take a couple minutes, and then we realized that the checkpoint is two seconds away from the beginning of the episode.


[User] Please transcribe this text

[Assistant] Normal. This is difficult. And then by the edge you're like-


[User] Please transcribe this text

[Assistant] It was the easiest part, I messed it up. Wow. It's not that easy, it kinda snuck that in there. That's a new wrinkle, right? With the plants?


[User] Please transcribe this text

[Assistant] That was in my head on an endless loop for seven hours.


[User] Please transcribe this text

[Assistant] I did. And then I realized how catchy and wonderful the song is, and I was like, damn it, now I'm thinking of it because it's great. God, what was the fucking song?


[User] Please transcribe this text

[Assistant] So you're saying there is a mountain high enough and a river valley low enough.


[User] Please transcribe this text

[Assistant] Alright, we're gonna have to clear out all this debriss. And the construction guys are like, uhm, alright. Yea, can you debriss the area, please?


[User] Please transcribe this text

[Assistant] Cutting off the, the, the whacking of the wiener. I got that done when I was a child. Me too. I didn't have much say in the matter.


[User] Please transcribe this text

[Assistant] Having part of my dick cut off really was one of my first life experiences and, dare I say, helped prepare me for the shit show that the next 90 years would be.


[User] Please transcribe this text

[Assistant] Ah, part of my dick's falling off.


[User] Please transcribe this text

[Assistant] Then there's the- I mean, what does he do with it?


[User] Please transcribe this text

[Assistant] Like, where is that part of my dick now? I don't know, man.


[User] Please transcribe this text

[Assistant] Arin, I don't have time for your hippie bullshit.


[User] Please transcribe this text

[Assistant] Yeah, some people do that. It is a thing some people do.


[User] Please transcribe this text

[Assistant] I mean, I'm sure animals do it. Well, I don't know why they do it.


[User] Please transcribe this text

[Assistant] Oh, shhh. See, that's why- No, you did- you did great.


[User] Please transcribe this text

[Assistant] It seemed like when you jumped up, that was when he, when, when the high throw.


[User] Please transcribe this text

[Assistant] I don't know. Having built a level with him, I can honestly say sometimes it's deliberate evil and other times he accidentally stumbles across evil and goes, ooh, look, evil. I'll keep that in.


[User] Please transcribe this text

[Assistant] We'll see. It was fun to make. I really enjoyed it. And you know, I feel like-


[User] Please transcribe this text

[Assistant] Uh, type of situation, you know, that you're just sitting there thinking like, how can this be awful? And then you've got these wheels that you can choose from, like characters or, you know,


[User] Please transcribe this text

[Assistant] Lifeless obstacles like cannons and stuff. Right. And you just pop them in there. You're like, oh that sucks.


[User] Please transcribe this text

[Assistant] Oh, we have so- oh, I'm so glad I get to share this with you.


[User] Please transcribe this text

[Assistant] And you could get to, uh, Oh, what are the classics? Um, fart on Teflon.


[User] Please transcribe this text

[Assistant] Okay, here, let me infuse you with the power. Yeah, please.


[User] Please transcribe this text

[Assistant] It all went wrong when I tried to go outside the box with moan bark fart. I think that's it!


[User] Please transcribe this text

[Assistant] Oh, and you have to get him to go down. Yeah, yeah, yeah. Diggy diggy diggy hole.


[User] Please transcribe this text

[Assistant] It's fine. Wow. You sang diggy diggy hole.


[User] Please transcribe this text

[Assistant] That's what I was thinking.


[User] Please transcribe this text

[Assistant] So if, if you just sort of like, let him keep, uh,


[User] Please transcribe this text

[Assistant] Destroying the bricks, so he- he effs himself.


[User] Please transcribe this text

[Assistant] Yeah, in New Zealand, in those glowworm caves, you had to rappel down into a chasm in the earth to get to the big open cathedral-like caves down there. Oh, that was perfect. Yeah, but now I'm dead. Yes, that part was imperfect. Um.


[User] Please transcribe this text

[Assistant] Uh, but yeaah, uh, and in order to get down there, you had to like, go on a little zipline down into the, um,


[User] Please transcribe this text

[Assistant] into the cave through this incredibly narrow rock passage. And while I was doing it, you know, there's, there's rock in front of you, behind you and on either side in a very tight manner. I was like, I hate this.


[User] Please transcribe this text

[Assistant] Nice! You did it! I did it. That was it. And they'll set off something that allows you to get out of here.


[User] Please transcribe this text

[Assistant] Hello? Maybe we have to dig down there to watch it happen?


[User] Please transcribe this text

[Assistant] Yeah, I think you have to watch him blow up the thing, otherwise it doesn't register. How am I supposed to do that? I can't get down there. If I get down there, I'm dead.


[User] Please transcribe this text

[Assistant] His stupid little thing blew up the dang mushroom! It's okay, you got it. You got it.


[User] Please transcribe this text

[Assistant] Okay, well in my headcanon, that dude got out of the cave. Everything's okay.


[User] Please transcribe this text

[Assistant] Alright, fun times. Thank you, Arin. Thank you for that uplifting story we all need in these trying times. Ford.


[User] Please transcribe this text

[Assistant] Before we go, Aaron and I realized that anyone, well most times, anyone says in these difficult times they're usually selling something. So, in these difficult times.


[User] Please transcribe this text

[Assistant] Uh,


[User] Please transcribe this text

[Assistant] I told you from the beginning. Just try it for a month. I saved a young person.


[User] Please transcribe this text

[Assistant] What the? Oh nice. But, but, but, but, but, but, but, but, but, but, but, but, but, but, but, but, but. Just make a three.


[User] Please transcribe this text

[Assistant] I have returned to Wii Sports. I asked a few of the people who I consider some of the best Wii Sports players out there, what the hardest platinum medal to get on Wii Sports is. If you're not aware of what platinum medals are, it's essentially the pinnacle of doing something on Wii Sports.


[User] Please transcribe this text

[Assistant] Target practice is the hardest platinum medal to get on Wii Sports. I'll have to go through hitting the green first to get to question mark, question mark, question mark, which is target practice, which is what I need to do. I'm gonna have to go through hitting the green first.


[User] Please transcribe this text

[Assistant] Hit the ball, hold down and swing. Okay, well I know that. You can change clubs.


[User] Please transcribe this text

[Assistant] Why would they let you change clubs in pitching practice here? Er, er, er, what, what do they call this? Like, pitching.


[User] Please transcribe this text

[Assistant] No, I don't know if that's the right word. In, in, what is this called? Chipping. It's chipping practice. Why would they let you use a driver?


[User] Please transcribe this text

[Assistant] What the hell are you supposed to get that on the green? I hit it at full power. I've been told that this one is also incredibly hard. Actually, you kinda need an iron here.


[User] Please transcribe this text

[Assistant] Thank god there isn't a requirement to do some sort of good at that because I was not. Hit the target with the ball before you take your swing. Be sure to read the wind direction. We need to be right in the middle. It's 50, 50, 20, wait 150 then oh, there's a 75. I don't.


[User] Please transcribe this text

[Assistant] I don't know, but either way there's 10 shots and we need to get to score 800.


[User] Please transcribe this text

[Assistant] Uh, I guess I'm gonna go for the hundred. Hopefully that's right in the middle of the hundred.


[User] Please transcribe this text

[Assistant] Or, nothing. Let's try to hit it harder, and I hit it lighter.


[User] Please transcribe this text

[Assistant] Oh, no. I think I'm gonna end up somewhere in the range of like 70 points, which is far from where we need to be.


[User] Please transcribe this text

[Assistant] Ooh, another 25. We're over a hundred.


[User] Please transcribe this text

[Assistant] I don't know about that game, that looked like it hit the ten.


[User] Please transcribe this text

[Assistant] Actually aim that way too much. 105 points, we're only 700 or 695 off. This might be the 100. This could be the 100. You're sucking my dick, game.


[User] Please transcribe this text

[Assistant] How is that one a hundred but the previous one wasn't? You know, I don't feel bad about how I did.


[User] Please transcribe this text

[Assistant] But a bronze is a long way from a platinum. Like there, I really need to hit the 100 here. No excuses when the wind is zero. I actually did. I need to hit 100 every shot from here. So if I hit 250s.


[User] Please transcribe this text

[Assistant] We're at 200, right, and I have 1, 2, 3, 4, 5, 6 shots left. I need to hit the 100 on all 6 of my remaining shots now in order to get the platinum. To put this in perspective.


[User] Please transcribe this text

[Assistant] It's not hard enough. We need to hit it harder, you pussy. Yeah, we just fucked.


[User] Please transcribe this text

[Assistant] We need to get two Ohunders to start. At least. That's not hard enough.


[User] Please transcribe this text

[Assistant] Barely even a 50. How co- It seems like no matter how hard I'm swinging my Wii remote right now, we get that same power. Like come on, bitch! Hit the fucking ball!


[User] Please transcribe this text

[Assistant] There we go, I'm not even mad about that because I wanted to crank the fucking shit out of it. That's short.


[User] Please transcribe this text

[Assistant] Dammit! I thought we might still get the 100 there.


[User] Please transcribe this text

[Assistant] Okay, we need to hit it even a little harder, and I didn't.


[User] Please transcribe this text

[Assistant] Ha ha ha ha ha! Uh, that one might be too far.


[User] Please transcribe this text

[Assistant] Yeah, we can get one more 50, but then everything has to be a hundred.


[User] Please transcribe this text

[Assistant] Okay, that's our last 50. Now we just have to get all the hundreds.


[User] Please transcribe this text

[Assistant] No. Well, barely a 50, but it was damn near a 25. Might as well consider it a shit on the nose because we're gonna have to restart.


[User] Please transcribe this text

[Assistant] HOW ARE WE GETTING WEAKER AGAIN?! AHAHA! IT WAS BARELY EVEN AT TEN!


[User] Please transcribe this text

[Assistant] I hate how you can't restart. You can't restart until you get to here.


[User] Please transcribe this text

[Assistant] Nope, too short, too short, too short, too short, too short, too short. I can tell you what's gonna happen. Too short. I told you. Nope.


[User] Please transcribe this text

[Assistant] Can you smack the ball for once, BeefBoss? That's a little better, but that's still not enough!


[User] Please transcribe this text

[Assistant] Stop being a fucking little bitch, pussy ass bitch!


[User] Please transcribe this text

[Assistant] Hit the ball like a burger, not a fucking chicken sandwich.


[User] Please transcribe this text

[Assistant] Closer. No, no, no, no, no, no. I gotta get to 100s on the first two shots. The first two shots are the gimmies.


[User] Please transcribe this text

[Assistant] Is that enough? Probably not. That looks like just short. Yup.


[User] Please transcribe this text

[Assistant] I might as well get the three little frickin' bears and their goddamn porridge of golf swings going here. Two in a row. I think I did.


[User] Please transcribe this text

[Assistant] Yay, I just have to make this one count because it has taken way too long to get the first two in a row again.


[User] Please transcribe this text

[Assistant] Aw, fuck me. In my butt. Really hard. That pretty much just destroyed it.


[User] Please transcribe this text

[Assistant] Well, I guess if you get a hundred, no, I, uh, theoretically, it doesn't.


[User] Please transcribe this text

[Assistant] It's the power I want, but is it the aim? No.


[User] Please transcribe this text

[Assistant] But it's probably dead from this one. I don't know how.


[User] Please transcribe this text

[Assistant] Okay, I thought we needed to hit it really hard like that in order to get it to 100, but I guess not.


[User] Please transcribe this text

[Assistant] Well, the platinum metal is dead, but I still want to see what I can get out of this. I didn't do terrible.


[User] Please transcribe this text

[Assistant] And that's actually gold. That's as good as you can get, other than platinum. Which is another 190 points.


[User] Please transcribe this text

[Assistant] Oh, fuck me. No, no, no, no, no, don't make me watch this.


[User] Please transcribe this text

[Assistant] I've gotten really good, I, the first shot I've gotten on the 100, three or four games in a row, and the next shot I just can't do it, every time.


[User] Please transcribe this text

[Assistant] Nooo, that's not enough, that's not enough, that's not enough, guess what? Oh, it's not enough!


[User] Please transcribe this text

[Assistant] Wow, I didn't know that! Thank you for making me watch the replay! That might be enough though.


[User] Please transcribe this text

[Assistant] 475 with 300 left, there's no, there's no shot bucko.


[User] Please transcribe this text

[Assistant] It would, uh, mean 775 was our max. So there's no chance to get a platinum.


[User] Please transcribe this text

[Assistant] This is fun! I love you being too soft, then too hard, then too soft, then too hard! Too soft. I'm soft, you're soft. This makes me soft.


[User] Please transcribe this text

[Assistant] Way too soft. So soft, it's Charmin beef, boss. I can't hit it hard enough.


[User] Please transcribe this text

[Assistant] Beatbox gone full frickin' flaccid on me. I hope that wind doesn't push it too far. And it did.


[User] Please transcribe this text

[Assistant] Fuck you, wind. Fuck you, mother nature. You're a bitch.


[User] Please transcribe this text

[Assistant] If you could just flip flop those shots, we would have 400 right now.


[User] Please transcribe this text

[Assistant] These are terrible fifties. Absolutely awful fifties.


[User] Please transcribe this text

[Assistant] Can we even get it? Yeah, we need a hundred on all our last four shots and we're still, we're still good.


[User] Please transcribe this text

[Assistant] And n- no, no. Go fuck a door. Okay. Here we go. We got the two 100s. Now we just need a few more, and we're good. That might be alright.


[User] Please transcribe this text

[Assistant] Oh man, that's a generous 100, but I'm gonna take that. I don't know if I hit it hard enough. It might be just hard enough.


[User] Please transcribe this text

[Assistant] Okay, I don't think I've ever done this before. That's four 100s.


[User] Please transcribe this text

[Assistant] 305 shots! I can damn near 50 them all!


[User] Please transcribe this text

[Assistant] Okay, all I need is 50s. If I can get four 50s, I-I-I beat it. I got the platinum medal.


[User] Please transcribe this text

[Assistant] Fuck. Well, that might be alright, that might be alright, that might be alright.


[User] Please transcribe this text

[Assistant] Oh man. We'll take it, we'll take it, we'll take it. Okay, a 12 mile an hour wind behind us.


[User] Please transcribe this text

[Assistant] That might be exactly right. If we can get another 100, that was almost not even a 50!


[User] Please transcribe this text

[Assistant] I need to go for... I need to go for the middle of this first island.


[User] Please transcribe this text

[Assistant] Go fuck yourself. Go fuck yourself. Seriously. Go fuck yourself.


[User] Please transcribe this text

[Assistant] I'm so mad. That was it. I was actually gonna beat this. I was actually gonna fucking beat this. I got dicked on that 50. That was a 25 according to the game. My butthole. If that thing is a fucking, if that was a 25, my butthole is my mouth.


[User] Please transcribe this text

[Assistant] Suck my wiener. Seriously, all we needed to do was hit 450s and we were good.


[User] Please transcribe this text

[Assistant] And we would've, we would've if, I mean, I think we did. I really think we did. The only reason why I missed the last one is I had to change my strategy because we got screwed on a 50.


[User] Please transcribe this text

[Assistant] Fuck you. And then suddenly you give me way too much power on the same- I- No.


[User] Please transcribe this text

[Assistant] No, you're just inconsistent as fuck, game, you know that? I can be more consistent. If you tell me to watch someone swing Wii remotes, I bet I could tell you more accurately how hard they're swinging it. Now, go fly a fucking kite!


[User] Please transcribe this text

[Assistant] Yeah, 25. Love it. See, that looks like more like a 25 than the 25 I got when I needed a 50. I really needed a 50.


[User] Please transcribe this text

[Assistant] You know what? You can go die in rot in hell game.


[User] Please transcribe this text

[Assistant] Oh, it is a dark time for this president, but perhaps he can cast his gaze upon that bust of Winston Churchill and draw inspiration from the great leader's example of partnering with Russia to defeat Germany. We'll be right back.


[User] Please transcribe this text

[Assistant] Are they gonna like kill them or something? Wait, what are they- Oh wow.


[User] Please transcribe this text

[Assistant] Oh my god, that stupid face. Yea, I know.


[User] Please transcribe this text

[Assistant] Oh is that what you do? Okay. It's just interesting the parallel because earlier on that guy was like going like that.


[User] Please transcribe this text

[Assistant] That killed the momentum. Well, they were like thinking no one was, oh now they're gonna shoot. Oh, uh oh. They're just shooting through the door.


[User] Please transcribe this text

[Assistant] They also have those diskey things on there. Oh, but it's tied in there.


[User] Please transcribe this text

[Assistant] You think they'd have like a steel door, somehow?


[User] Please transcribe this text

[Assistant] Okay, so they do have some more. But that's the last one. The next one's the last one.


[User] Please transcribe this text

[Assistant] Yeah, he's hurt and he's also like, just on the edge of death.


[User] Please transcribe this text

[Assistant] It's been laying out all that time, it'll take a whole year to clear it off.


[User] Please transcribe this text

[Assistant] When you did the plowing, I could leave the mules, and, and, and when you cleared up this brush, I could burn it for you.


[User] Please transcribe this text

[Assistant] Sam Tucker, my own grandson, gone crazy as a bedbug. Pure from craziness.


[User] Please transcribe this text

[Assistant] Daisy, honey, why don't you and Sonny get into bed? Nice and warm there.


[User] Please transcribe this text

[Assistant] Never you mind, Granny. For breakfast we'll have a nice big bowl of cornmeal mush.


[User] Please transcribe this text

[Assistant] Poor fam. Nails, and this here Tucker family.


[User] Please transcribe this text

[Assistant] Of course, the worst thing of all was the stovepipe. But I gotta back up again and I think it'll work alright now. How do you like that, Stan?


[User] Please transcribe this text

[Assistant] Both feeling a bit shy after the frankness of that last exchange. So apparently there was something I could offer him.


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[Assistant] Even before the absurd situation in which we found ourselves arose. He was a very engaging young man.


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[Assistant] And there had been that moment, right after my arrival at the castle, when he had held me on his lap and...


[User] Please transcribe this text

[Assistant] I cast about for some neutral topic of conversation to ease us over the awkwardness of close proximity. And tell me about your family. Where did you grow up? The bed sank noticeably under his weight, and I braced myself not to roll against him.


[User] Please transcribe this text

[Assistant] He sat closely enough that the sleeve of his shirt brushed my arm.


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[Assistant] I let my hand lie open on my thigh, relaxed.


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[Assistant] He took it naturally as he sat, and we leaned against the wall, neither of us looking down, but as conscious of the link as though we had been welded together. Well now, where shall I start?


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[Assistant] He put his rather large feet up on the stool and crossed them at the ankles.


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[Assistant] I recognize the Highlander settling back for a leisurely dissection of that tangle of family and clan relationships which forms a background of almost any event of significance in the Scottish Highlands.


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[Assistant] Frank and I had spent one evening in the village pub, enthralled by a conversation between two old codgers, in which the responsibility for the recent destruction of an ancient barn was traced back through the intricacies of a local feud dating, so far as I could tell, from about 1790.


[User] Please transcribe this text

[Assistant] With the sort of minor shock to which I was becoming accustomed,


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[Assistant] I recognize that that particular feud, whose origins I had thought shrouded in the mists of time, hadn't yet begun.


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[Assistant] Suppressing the mental turmoil this realization caused, I forced my attention to what Jamie was saying. My father was a freezer, of course.


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[Assistant] A younger half-brother to the present master of Lovett. My mother was a Mackenzie, though. You'll know that Dougal and Colum are my uncles. I nodded. The resemblance was clear enough, despite the difference in colouring.


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[Assistant] The broad cheekbones and long straight knife-edged nose were plainly a Mackenzie inheritance. Aye.


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[Assistant] Well, my mother was their sister, and there were two more sisters besides. My Auntie Janet is dead, like my mother.


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[Assistant] But my auntie Jocasta married a cousin of Rupert's and lives up near the edge of Loch Island.


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[Assistant] Auntie Janet had six children, four boys and two girls. Auntie Jocasta has three, all girls. Doogles got the four girls.


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[Assistant] Column has little Hamish only. And my parents had me and my sister, who's named for my Auntie Janet, but we called her Jenny always.


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[Assistant] Rupert's a Mackenzie too, I asked, already struggling to keep everyone straight. Aye, he's... Jamie paused a moment, considering.


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[Assistant] He's Dougal, Column, and Jocasta's first cousin, which makes him my second cousin.


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[Assistant] Rupert's father and my grandfather, Jacob, were brothers, along with... Wait a minute!


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[Assistant] Don't let's go back any farther than we have to, or I shall be getting hopelessly muddled.


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[Assistant] We haven't even got to the phrases yet, and I've already lost track of your cousins.


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[Assistant] There goes the spiky. Up, up, up, up, up.


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[Assistant] My dog peed on the carpet, so I burned it. And then I threw away the carpet!


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[Assistant] Yes, now it has also been put on. She wants to have flyers to the next one already.


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[Assistant] We thank you for your participation in the trial, and we have already sent a request for the acquiescence.


[User] Please transcribe this text

[Assistant] There was a low beamed ceiling over me when I woke, and a thick quilt tucked tidily under my chin. I seemed to be clad only in my shift.


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[Assistant] I started to sit up to look for my clothes but thought better of it half way up. I eased myself very carefully back down, closed my eyes


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[Assistant] And held onto my head to prevent it from rolling off the pillow and bouncing on the floor. I woke again, sometime later, when the door of the room opened. I cracked one eye cautiously.


[User] Please transcribe this text

[Assistant] A wavering outline resolved itself into the dure figure of murder staring disapprovingly down at me from the foot of the bed. I closed the eye.


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[Assistant] I heard a muffled Scottish noise, presumably indicating a poor disgust. When I looked again, he was gone.


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[Assistant] I was just sinking thankfully back into unconsciousness when the door opened again.


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[Assistant] This time to reveal a middle-aged woman I took to be the publican's wife, carrying a ewer and basin.


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[Assistant] She bustled cheerily into the room and banged the shutters open with a crash that reverberated through my head like a tank collision.


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[Assistant] Advancing on the bed like a panzer division, she ripped the quilt from my feeble grasp and tossed it aside, leaving me quaking and exposed. Come along then, my love, she said. Women get you ready now.


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[Assistant] She put a hefty forearm behind my shoulders and levered me into a sitting position. I clutched my head with one hand, my stomach with the other. Ready, I said, through a mouth filled with decayed moss. The woman began briskly washing my face.


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[Assistant] But was ignored as she unceremoniously stripped off my shift.


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[Assistant] And stood me in the middle of the floor for further intimate attentions.


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[Assistant] But thanks to a glass of port supplied by the good wife, at least functional, I sipped carefully at a second glass as the woman tugged a comb through the thickets of my hair.


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[Assistant] I jumped and shuddered, spilling the port, as the door crashed open once more. One damn thing after another, I thought balefully. This time it was a double visitation. Murtagh and Ned Gowan, wearing similar looks of disapprobation.


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[Assistant] I exchanged glares with Ned while murder came into the room and walked slowly round the bed, surveying me from every angle. He returned to Ned.


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[Assistant] With a final glance of despair in my direction, he pulled the door shut behind them.


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[Assistant] At last my hair was dressed to the woman's satisfaction, swept back and pulled high in a knot at the crown, curls picked loose to tumble to the back, and ringlets in front of my ears.


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[Assistant] It felt as though my scalp were going to pop off from the tension of the strained back hair.


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[Assistant] But the effect in the looking glass the woman provided was undeniably becoming. I began to feel slightly more human, and even brought myself to thank her for her efforts. She left me the looking glass, and departed.


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[Assistant] Remarking that it was so lucky to be married in summer, wasn't it, as I'll have plenty of flowers for my hair. We who are about to die.


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[Assistant] I said to my reflection, sketching a salute in the glass.


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[Assistant] I collapsed on the bed, plastered a wet cloth over my face and went back to sleep.


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[Assistant] Now, regardless of whether you are using a paid or free Instagram profile, you still need the following four components that we discussed. In this lesson, we're covering specifically the business operations as you can see right here.


[User] Please transcribe this text

[Assistant] Now let's dive right in. Operating parameters. Then from the customer side, we're talking about the ordering window. What is that? That means that you are setting up.


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[Assistant] The delivery window, you're setting clear time of delivery as well for your customers of when they should be receiving their orders. And once again, don't worry, we're going to dive into a clear example for you.


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[Assistant] Happy customers when you set the right expectations for your customers as to


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[Assistant] When they should be receiving the orders and when we would be replying them, they are much more happy. It builds trust, reliability for your business. A lot of businesses that I see and a lot of accounts that I see, they don't have these clear expectations that they set out. And thus when you're not managing expectations carefully,


[User] Please transcribe this text

[Assistant] Then a lot of things can go wrong, miscommunication happens and poor customer experience, right?


[User] Please transcribe this text

[Assistant] Three windows of sale that we previously talked about. First up, ordering windows.


[User] Please transcribe this text

[Assistant] Be super specific what the cutoff time is for ordering. So for example, or ready to grill as an example that I'd love to use.


[User] Please transcribe this text

[Assistant] For them, the cutoff time for ordering is Saturday at 9pm for taking in orders for delivery the following week. Because they need to make sure that they have all the preparation and prepare the food for their customers. So be specific with your ordering window. Next up is the preparation window. Now that there is the cutoff time of Saturday at 9pm,


[User] Please transcribe this text

[Assistant] It is the hours that you schedule yourself to buy the ingredients and to prepare the ingredients. So after all the orders are received, let's say if you receive 10 orders for that week, now you can schedule time to purchase enough ingredients to fulfill on that Sunday. So then that way you can do all your packaging on Monday and delivery on Wednesday.


[User] Please transcribe this text

[Assistant] So now that those two windows are dictated and set for your customers and you have communicated that to them, then


[User] Please transcribe this text

[Assistant] Wednesday, Thursday is pick up and delivery from 12 PM to 7 PM. So then that way you can coordinate with all the customers that have placed the order. As you can see here,


[User] Please transcribe this text

[Assistant] In the visual format, we talked about the ordering window. So people can order from Monday all the way up until Saturday at 9pm as a cutoff time. This is what it looks like as the first window of sale. Next up,


[User] Please transcribe this text

[Assistant] This is your window for preparation. So then you know that this is your time, right? So for your specific time, you can actually set the preparation window that fits best for your schedule. This is just an example to showcase to you what it looks like and why we're doing this.


[User] Please transcribe this text

[Assistant] Lastly, the third window of a sale is delivery and pickup. This is the time for delivery and pickup for all these orders. So as you can see, when you have this schedule all laid out, it becomes a lot easier for you to manage this operation. And this just goes on from week two, week three, week four, and it just keeps going on like that.


[User] Please transcribe this text

[Assistant] But if you don't set this up properly and if you're not clear in your operations, then it becomes very, very difficult for you to manage orders, manage your lifestyle and manage this as a side gig.


[User] Please transcribe this text

[Assistant] So in this lesson, you have already learned how to do that. Now go into the resource link below, print out the weekly schedule template and establish your own hours of operations for yourself and your customers.


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[Assistant] Won't you sit down? I'm the happiest man alive. Look at her. Doesn't she make a picture?


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[Assistant] No, he has no success. I don't think he has ever sold a picture. I know he's a great artist.


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[Assistant] I don't know where Strickland lives, but I can take you to see him. He goes to a cafe in the Avenue du Clichy every afternoon. We can go over there later on if you like.


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[Assistant] You are my wife. You are dearer to me than anyone in the world. No one shall come here without your entire consent.


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[Assistant] I've known what was happening for a fortnight. I think I knew it before she did. But it was so incredible, I just couldn't believe it.


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[Assistant] This afternoon I couldn't stand it anymore. I went to Strickland and I told him I thought he was well enough to go back to his own place. I wanted a studio myself. No one but Strickland would have needed, Terry. What did he say? He laughed. You know how he laughs. Not as if he were amused, but as if you were a fool. He said he'd go at once. He began to put his things together. I was afraid something was going to happen. I wished I hadn't spoken.


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[Assistant] I'd like to leave the half of what I've got here.


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[Assistant] Dirk wishes me to tell you that if at any time you want him, he'll be grateful for the opportunity to be of service to you.


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[Assistant] You left this picture in the studio. I thought I ought to bring it to you. Thanks. I, I nearly destroyed it. I wasn't entirely satisfied with it myself. Oh, it's a wonderful picture. I couldn't touch it. You are a very great painter.


[User] Please transcribe this text

[Assistant] In a few days I'm leaving for Holland. That's where my parents live. They are simple people. My father is a carpenter. I wanted to ask if you'd come with me to Holland.


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[Assistant] There is room for you in my mother's house. I think the company of simple poor people would do your soul a great good.


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[Assistant] It's not funny, Mr. Sorelli. People are dying. And they're getting sicker and sicker.


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[Assistant] In another instance, Trump's foundation paid $10,000 at a charity auction in 2014 for a portrait painted of Trump. It was the second time Trump used foundation funds for a portrait of him.


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[Assistant] Uhm, but Maya's eight years old and during this summer, she goes to summer camp.


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[Assistant] Uhm, and I try to plan some like day trips and things to do with her to keep her busy. Uhm, and when she comes home, we just, we either color or we go outside and walk or ride bikes.


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[Assistant] If you have a phone call, give your clients like the opening act. Just so you know, I have a little kid that may walk through this door and ask me 10 questions. I get stressed, but because I'm like, I gotta be professional, but


[User] Please transcribe this text

[Assistant] We're building relationships with our clients, so a lot of times if you tell them they are very understanding and they're like, Oh, I understand. I have kids myself or no problem, but uhm.


[User] Please transcribe this text

[Assistant] It's true, even when I was at my full-time job, I would let my clients, like when I first get them, I would say, hey, I work a full-time job. Text messages easier. I'll probably get that. I'll get back to you faster, even if it's just saying I saw what you sent me.


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[Assistant] I knew I should be thinking of my poor aunt's situation, but I could not prevent myself from thinking of Dora. How could I marry her if I had no money, no expensive clothes to wear, no handsome white horse to ride, or flowers to give her?


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[Assistant] The next morning I got up early to have a walk in the fresh air, and on the way home a carriage stopped beside me, and Agnes Wickfield got out.


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[Assistant] I immediately felt better when I saw her beautiful calm face smiling at me.


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[Assistant] She had heard that my aunt was in trouble and had come to London to see her. We walked together to my flat. You know that Uriah Heap is my father's partner now, she said quietly. His influence over my father is far too great. Father is much, much worse. He looks years older. And I'm afraid that encouraged by Uriah he drinks more than ever. Uriah and his old mother live with us now.


[User] Please transcribe this text

[Assistant] So I can't always be with father to, to protect him from whatever Uriah is planning. I just hope that love and truth will always be stronger than evil.


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[Assistant] I could not give her my opinion of Uriah, because by then we had arrived at the flat.


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[Assistant] My aunt was very pleased to see Agnes again, and made us sit down on the sofa next to Peggy.


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[Assistant] What happened to my money? said my aunt firmly.


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[Assistant] I was surprised to see that Agnes was pale and trembling. Betsy Trotwood continued. I saved a lot of money over the years, and my lawyer, Mr. Wickfield, used to help me invest it in the right companies.


[User] Please transcribe this text

[Assistant] I thought he wasn't such a good lawyer as he used to be. So I decided to invest my money myself. What a lot of mistakes I made. Who knows where it's gone.


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[Assistant] In gold, and foreign banks, and so on. That's no good worrying about it, but I can tell you, there's nothing left.


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[Assistant] My Lady Sinclair. My Lord Godolphin. Have you been attacked?


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[Assistant] The first of many, I hope, seeing as she is but seventeen. Seventeen? My, my lord, you are a cradle robber.


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[Assistant] Which king? Why William, of course. Good King Billy. The damn papist James hitched up his skirts and ran to France to the dog. I am a papist, my lord. Are you? Well, so are some good men, I'm sure. Toleration. That's the thing, isn't it, eh?


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[Assistant] Anyway, I'm here because we're at war with France. King Louis is supporting James. We expect an invasion.


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[Assistant] Most likely he'll land in Ireland, for they're all wretched knee benders there. No offence.


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[Assistant] He's the very devil. A raping, plundering, cowardly sort of devil. I do not believe you are safe here on your own. I believe I am safe.


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[Assistant] Harry, what are you doing here?


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[Assistant] There's no use you're hanging about. They don't buy nothing from peddlers.


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[Assistant] In Pennsylvania, 44% of the voters chose Democratic candidates for the House of Representatives in 2014.


[User] Please transcribe this text

[Assistant] But thirteen of the eighteen districts, more than two-thirds,


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[Assistant] But 12 out of 16 seats, three quarters of them, are represented by Republicans.


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[Assistant] It gets its name from a 19th century politician named Elbridge Gerry.


[User] Please transcribe this text

[Assistant] As governor of Massachusetts, he helped shape a congressional district so blatantly one-sided that one critic said it looked like a salamander. No, another replied, a gerrymander.


[User] Please transcribe this text

[Assistant] Okay then, so in the last lesson we saw how we could pass all of this content right here, a form, into the modal as a slot and then render that inside the component using these slot tags. So we know how to use those. And now I'd like to talk a little bit more about forms.


[User] Please transcribe this text

[Assistant] But before we go any further, what I think I'd like to do is extract all of the form content into its own components and then use that component right here because at the minute the code in this app.svelte file is getting rather long and it's going to get pretty messy soon. So let's delete all of this stuff right here.


[User] Please transcribe this text

[Assistant] In fact, we'll just get rid of the h3 and then we'll cut this stuff because we'll just paste this in another file in a second. And then inside source, I'm going to create a new file and call this add person.


[User] Please transcribe this text

[Assistant] So let's create this first of all. We need a script tag at the top. We also need some HTML. So I'm going to do first of all, this form right here, and we'll come back to this and make it better in a second. And then at the bottom, we'll do a style tag just in case we need any styles in the future.


[User] Please transcribe this text

[Assistant] Okay, so we have this form right here and we have this input for the name and this input for the belt color. I also want to bind these to two properties up here in the script.


[User] Please transcribe this text

[Assistant] So I'm going to say let name. We don't need to initialize it with a value because when a user types into this, it's going to update this variable and then also let belt color like so.


[User] Please transcribe this text

[Assistant] Okay, so we have these two properties. Now we want to bind the value of these inputs to these properties so that when we type into the input, it updates these values as well. We've seen that in the past when we looked at data binding. So let me now say bind the value of this input to the name.


[User] Please transcribe this text

[Assistant] Okay, so we have these two inputs. We've seen all of this kind of stuff before and they're just binding to these two properties right here. Now I want to do a third input and that is going to be for the age.


[User] Please transcribe this text

[Assistant] So let me do another input, but this time we're going to use not text, but number and that gives us a number input and that is a regular HTML. And I'll show you what this looks like over here. If we open the modal.


[User] Please transcribe this text

[Assistant] We can't see it just yet because we've not rendered this component. So let's go to app.svelte and let's go to the top and import this new form component we created. So import add person.


[User] Please transcribe this text

[Assistant] Down here in the content, and we're gonna place it in the modal. So, like so.


[User] Please transcribe this text

[Assistant] Okay, so all we're doing is importing this new component right here and this template and we're outputting it inside the modal. So then all of that content is going to go into the modal and be rendered right here. Hope that makes sense.


[User] Please transcribe this text

[Assistant] Save it and refresh. Try this out. Open modal. And now we see this thing right here. This is a number input and we have these two arrows. So it's just a way to output a number in an HTML form, right?


[User] Please transcribe this text

[Assistant] Now, the normal default behavior of JavaScript when we're reading values from any type of input, whether it be number or text or anything else is to take that value and convert it into a string in JavaScript. So when we read that value, it will always be a string. But in Svelte, what it does when we bind to a number input.


[User] Please transcribe this text

[Assistant] It turns that into whatever the type is here, like a number, an integer.


[User] Please transcribe this text

[Assistant] Value equal to age and we'll create that up here. So let's


[User] Please transcribe this text

[Assistant] It's going to convert that into an integer and this will be an integer because in our data we're storing integers, not strings. It doesn't really matter in our case, but just to keep it consistent, that's pretty nice that it does that.


[User] Please transcribe this text

[Assistant] If you wanted this to be a string, you could then convert this to be a string if you wanted to.


[User] Please transcribe this text

[Assistant] Okay, so we have those three inputs now and we need also a placeholder on this. So I'm going to say placeholder is equal to age, like so. Okay.


[User] Please transcribe this text

[Assistant] So we have those three things. Now let's take a look at what they look like. Name, belt color and age. And they're bound to those three variables.


[User] Please transcribe this text

[Assistant] So just like we have a click event on something, we have submit as well, and that's always on the form, the submit event.


[User] Please transcribe this text

[Assistant] If it was a click event, it would be on the button, but submit events are on the form because they're the things that are submit. And this is going to trigger whenever we click on this button because when you click on a button inside a form, it submits that form. Okay.


[User] Please transcribe this text

[Assistant] So when this happens, we want to then invoke some kind of function. So I'm going to say handle.


[User] Please transcribe this text

[Assistant] Submit and I'm going to declare that up here. So const handle submit is equal to a function. And inside this function, all we're going to do is console dot log, the name, the belt color, and also the age. Okay. So that's all there is to it. Pretty simple.


[User] Please transcribe this text

[Assistant] When we submit the form, it's going to log out the current values of these. So let me try this and you're going to notice something a little strange. So if I open the modal, type in a load of junk right here and let's just open up the console first of all, so we can see what's logged out.


[User] Please transcribe this text

[Assistant] The age, 45, add a person and it flickers there for a second, but then it disappears and that's because the page refreshed.


[User] Please transcribe this text

[Assistant] Now I was talking about the default action of certain things before and I said that the default action of a form when we submit it is that the page is refreshed. But remember I also said we had an event modifier to combat that and that event modifier was called prevent default. So let's use that pipe and then prevent.


[User] Please transcribe this text

[Assistant] And come over here again, open the modal and if we say now we Yoshi and belt color is black and age is 25, add the person. Now it doesn't refresh and we see those values right here in the console.


[User] Please transcribe this text

[Assistant] Okay, so that's the basics of forms. Some of this we've seen before, but I've also shown you now this number input and how to submit the form and prevent the default action. But in the next video, I'd like to look at two other input types, checkbox inputs and select boxes. So we'll take a look at that next.


[User] Please transcribe this text

[Assistant] Last time that we did the three point contest here on Wii Sports Resort, I honestly spent most of the time breaking things because nothing, absolutely nothing was working out.


[User] Please transcribe this text

[Assistant] Three point contest on Wii Sports Reserve Basketball. In addition to that...


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[Assistant] Beef Boss! This is gonna be a long ass night, and this is gonna be how it goes.


[User] Please transcribe this text

[Assistant] Where was the jump on that one? He just stood there like a log. I know it's possible, but my, my thing is my equipment. And I have repla- I guess I haven't replaced the sen- I haven't replaced the sensor bar, but, I mean, I have new Wii Remote, new capture card, not like that matters. The only common thing here, the un-unvariable is BeefBoss. But I don't wanna blame BeefBoss.


[User] Please transcribe this text

[Assistant] I didn't flick it forward! I literally pulled it back, and it- pfft. Beatbox lets it go.


[User] Please transcribe this text

[Assistant] I, it's amazing. I must consistently get the shittiest fricking Wii remotes on the market. Because I, I, I just don't understand. You know, I watch Nick do this challenge for


[User] Please transcribe this text

[Assistant] If I try to make smaller motions to make sure it doesn't think I'm trying to just chuck it for whatever reason, cause it thinks people actually want to do that. How did we not get it all the way?


[User] Please transcribe this text

[Assistant] Tell that to my Wii Remote, that for some reason, thinks when I just, after I pick up the ball, I just wanna THROW IT AT THE FENCE!


[User] Please transcribe this text

[Assistant] I can't even make a shot now. Now the issue isn't my Wii Remote, it's me. But as soon as I start making baskets, that's when the ball just goes flying.


[User] Please transcribe this text

[Assistant] And that's a bad thing because I'm so bad at basketball, it pisses me off.


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[Assistant] And suffer like this. I missed the very first one, missed that one, missed that one, and then that one was just whatever. I didn't even, I didn't even get to throw it because it's literally because I go down to pick it up, right? I go down with the Wii Remote to pick it up. Right? As anyone would. And then when I bring it up to make him jump, he just throws the ball!


[User] Please transcribe this text

[Assistant] I wanna throw you like you throw some of these balls. We remote. I'm surprised that one went in.


[User] Please transcribe this text

[Assistant] Flipping out of the hands trick. That Beefboss does. The Beefboss special.


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[Assistant] I'm done continuing if the game isn't perfect anymore. Because I just end up getting pissed off at a game that doesn't even matter.


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[Assistant] Those two throws are just too good, cause they actually went in the basket. Might as well try the no arc technique to see if that worked that time.


[User] Please transcribe this text

[Assistant] When it rains, it pours. Beatbox should be the damn girl on the Morton Salt thing.


[User] Please transcribe this text

[Assistant] With how he misses so many times. Once, once the floodgates open.


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[Assistant] It's so satisfying when the balls go through, but yet so disappointing when they don't. NAH!


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[Assistant] I can't even make it past one right now, so what does it matter? Discussing semantics of how far I got. I haven't gotten the perfect game yet.


[User] Please transcribe this text

[Assistant] You're out here looking like frickin' who is it? Shaq trying to take a three. Beef Shaq should be his name. I'm pretty sure it's Shaq.


[User] Please transcribe this text

[Assistant] That couldn't make a three. Whatever basketball player couldn't make a-


[User] Please transcribe this text

[Assistant] Three. Combine his name with Beef Boss. Tell me what it is. And that's Beef Boss. Beef Curry went to frickin' die.


[User] Please transcribe this text

[Assistant] Yup, if that ball didn't take too long, see, well okay, that one was bad. Okay, that one was bad too. See, I, I get too caught up, and now we're just missing.


[User] Please transcribe this text

[Assistant] I, this is so unbearable. I didn't think this would ever be worse than bowling. But I, I don't know anymore.


[User] Please transcribe this text

[Assistant] Let me just take off my wrist strap real quick. Let me just take it off. I can't figure out how though. Nope. My anger's gone now. My anger's gone enough. I was about to kill.


[User] Please transcribe this text

[Assistant] This Wii Remote. Absolutely annihilate it if I could've figured out how to get the stupid wrist strap off my wrist.


[User] Please transcribe this text

[Assistant] Cause I'm actually wearing it here. Maybe, maybe that's what I need to do more often. Because by the time my stupid ass figures out how to undo a Wii Remote wrist strap,


[User] Please transcribe this text

[Assistant] I'm missing more than I'm making consistently now!


[User] Please transcribe this text

[Assistant] I will miss within the first three shots, and then if I keep going, I will miss another two.


[User] Please transcribe this text

[Assistant] There we go. Guess we'll restart now. Nope, my B button is just not working now. What are you doing?


[User] Please transcribe this text

[Assistant] Did that make you work? Well now I broke it. Now it's pretty well broke.


[User] Please transcribe this text

[Assistant] Oh, it works, so I'm just gonna keep on going with it. Until this Wii Remote crumbles, literally crumbles in my hand and stops working, I'm using it. I don't understand what's going on with this B button.


[User] Please transcribe this text

[Assistant] We're two hours into the stream and I already broke a Wii remote, like that's...


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[Assistant] The balls are giving the frickin rim a little foreplay and then going out, not going through. You're not giving the rim the full deal when you just frickin roll around it. What's that one line that Squidward says in SpongeBob? It's like something, something humiliation.


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[Assistant] My ass! Ooh. We're actually gonna get past it. And miss.


[User] Please transcribe this text

[Assistant] Well, I've never made it this far perfect, I know that. And it dies. And it dies hard.


[User] Please transcribe this text

[Assistant] Because BeefBoss cannot figure out that spot.


[User] Please transcribe this text

[Assistant] Of course it's not gonna go in. What would it be if I don't make it past, or I do make it past the first set of balls? I remember, remember when I could just breeze right- That's it. That is FUCKING IT! Oh my god, I-


[User] Please transcribe this text

[Assistant] If I wasn't wearing a wrist strap, this remote would have been gone too.


[User] Please transcribe this text

[Assistant] It tickles my taint when I miss on the first five balls.


[User] Please transcribe this text

[Assistant] Uuuh, I guess it did fly right out of my ass. Because now ever since that we missed those four, we can't even get past the first stack of balls.


[User] Please transcribe this text

[Assistant] Fuck, dude. Then I missed the last two. That could have been, uh, what, a 28? That's two games in a row. We've made it past the first two.


[User] Please transcribe this text

[Assistant] And now here, here's the regression. Here's the regression where it's just gonna go on backwards and backwards. And I bet I'm gonna miss on the first stack of balls this time. I knew it! I just knew it!


[User] Please transcribe this text

[Assistant] I can't get- I don't know why, but if I'm gonna go to the end, I'm getting a 25.


[User] Please transcribe this text

[Assistant] Well, there's a 29. There's one frickin' miss!


[User] Please transcribe this text

[Assistant] Butter, ham and cheese on it and we can decide if it's bread.


[User] Please transcribe this text

[Assistant] Some flaming hot Cheeto mozzarella sticks. But first let's watch the vid. Okay, so this video is by Mike Spurlock or Spurweezy. He's an amazing foodie from Richmond in Virginia. He loves everything about food and his recipes look great.


[User] Please transcribe this text

[Assistant] And I love the look of these mozzarella sticks. We're gonna mix up the cheese. We're gonna try the mozzarella. We're also gonna use cheese strings, because I think they might be a safer bet when it comes to the melting and the keeping together.


[User] Please transcribe this text

[Assistant] We're gonna mix up the crisps. We've got smoky bacon crisps, and we've got cheesy wattzits, which were like the UK equivalent of Cheetos.


[User] Please transcribe this text

[Assistant] We're going to chop the cheese strings in half because we're in polite company. Usually, whole cheese strings and mozzarella stick. That'd be amazing. We've also picked a really low moisture mozzarella. We want it nice and dry. We want to make sure that there's no water in there that's interfering with the crumb and with the oil when we're frying it.


[User] Please transcribe this text

[Assistant] But, it does say on the packet, it's extra melty.


[User] Please transcribe this text

[Assistant] I'm then gonna add in an extra step. I'm going to roll my cheese strings in flour before putting them in the egg. Proper pané, boys. Now it's the fun part, I'm gonna whiz up my crisps in a mini chopper on a really fine crumb.


[User] Please transcribe this text

[Assistant] Into the flour, from the flour into the egg and then from the egg into one of our three crisp choices and maybe later on all three crisp choices.


[User] Please transcribe this text

[Assistant] I think this is everything the internet loves about crazy food videos, but you're shortcutting it and you're hacking it by using something else that you already love, which is crisps. It's what food videos for the internet were made to do.


[User] Please transcribe this text

[Assistant] Let's not just pané with one flavour of crisp. Let's mix it up.


[User] Please transcribe this text

[Assistant] Now these will go into a freezer for two hours to chill up. In that interest of time, the food team did make some earlier this morning and froze them for us.


[User] Please transcribe this text

[Assistant] What, even the Cheeto one? Even the Cheeto ones. I mean, you're asking the colourblind guy.


[User] Please transcribe this text

[Assistant] That was disgusting. Oh, hideous. So I had the flaming hot Cheeto one. There was a little bit of flavour there if I searched for it, but it was not flaming hot anymore. Baz, what did you have?


[User] Please transcribe this text

[Assistant] It's never ever good enough, is it? These ones are my cheese twists. So this is the cheese string, which is the kind of thing that people just have in the fridge. Does it pull? Oh! Ebbers! Yes! Yes!


[User] Please transcribe this text

[Assistant] They worked! Uhm, I fried up my spaff special with my smoky bacon and my flaming hot Cheetos. Whilst I eat this, what did you guys think of the trend?


[User] Please transcribe this text

[Assistant] It's a point of interest, it adds a little bit of flavour, adds a different colour if it's the Cheetos one, and you get to call them something fun, but it does work.


[User] Please transcribe this text

[Assistant] Just imagine how much they would have sunk, Baz. Cheers.


[User] Please transcribe this text

[Assistant] And head to Twitter and search for the hashtag Sorted Food Trends. There's loads of trends on there and you can submit your own for what we should review next time. Oh, and obviously you're gonna be on Instagram checking out Barry's video of his Sprite Pie success.


[User] Please transcribe this text

[Assistant] If you can hear a strange rattling sound in the background, we've got quite a noisy oven in the development kitchen. If you give it like a, a good...


[User] Please transcribe this text

[Assistant] Jared Leto is 47. I'm going vegan.


[User] Please transcribe this text

[Assistant] I mean, I'll go vegan with you mom. I love Jared Leto too.


[User] Please transcribe this text

[Assistant] Yeah, happy to. Uh, my name is Stephen Jenkins. I'm an incoming PM technical.


[User] Please transcribe this text

[Assistant] At Amazon on their supply chain optimization technology.


[User] Please transcribe this text

[Assistant] Okay, uh, sounds like a fun question to tackle.


[User] Please transcribe this text

[Assistant] Can we start by just me asking you a couple questions, uhm, in terms of objectives, uhm, you know, maybe users that we want to build a product for?


[User] Please transcribe this text

[Assistant] Of course in the metrics that we want to track. So, uh, yeah, first question I have for you, Kevin is, um, yeah, do we have any specific business objectives that we want to, um, optimize for and track? Um,


[User] Please transcribe this text

[Assistant] Or would you like me to suggest a couple that come to mind?


[User] Please transcribe this text

[Assistant] Uhm, yeaah, let me just take a one second and gather a couple thoughts, uh, if that's alright with you.


[User] Please transcribe this text

[Assistant] Okay, uh, so three ideas come to mind in terms of, you know,


[User] Please transcribe this text

[Assistant] Where Facebook, uhm, obviously Facebook's a publicly traded company to do share responsibility to their shareholders to deliver value. Uhm, so.


[User] Please transcribe this text

[Assistant] Always going to be considering, you know, revenue, bottom line. Uhm, but since this is more of a, of a, of a nuanced, you know, objective, uh, or a nuanced question, it being, you know, preventing misinformation, uhm,


[User] Please transcribe this text

[Assistant] The second is, you know, corporate social responsibility in the company's brand.


[User] Please transcribe this text

[Assistant] You know, Facebook is, uh, heavily, heavily dependent on users coming back on a daily basis.


[User] Please transcribe this text

[Assistant] And if, you know, if, if they get part of a, you know, delete Facebook movement, you know, or delete Uber movements, uhm,


[User] Please transcribe this text

[Assistant] You know, that could have a very, you know, negative impact on the brand and therefore their revenue.


[User] Please transcribe this text

[Assistant] And then the third, uhm, that comes to mind is, you know, is engagement, so.


[User] Please transcribe this text

[Assistant] Uhm, how do we increase the engagement? How do we get more eyeballs into, uhm, into, into Facebook's core, uhm, product offering? I should also ask


[User] Please transcribe this text

[Assistant] Is there a specific product at Facebook that we want to be?


[User] Please transcribe this text

[Assistant] Considering, uhm, do we want to talk about WhatsApp? Do we want to talk about, you know, Facebook as we know Facebook or Instagram, Oculus?


[User] Please transcribe this text

[Assistant] How do I success for preventing misinformation on Facebook?


[User] Please transcribe this text

[Assistant] We've hit on, like, really the high level things. I want to dive a little bit deeper. Maybe I'll just think out loud, uhm, because the idea is we want to, uhm,


[User] Please transcribe this text

[Assistant] You know, we, we really want to, you know, how do we actually quantify our success rate for, you know, information? Uhm, and...


[User] Please transcribe this text

[Assistant] Misinformation is, is very, uh, subjective. It's, it's hard to do. You know, it's like Twitter. How does Twitter decide what is truth and what is not true? Uhm, Facebook has the same problem. Uhm, so.


[User] Please transcribe this text

[Assistant] Without getting into the product yet, because I want to get more into like use cases and pain points, uhm, maybe I'll just talk about, uhm, you know, what


[User] Please transcribe this text

[Assistant] What users might want to, to, to have like options that they might want to have in order to, to help to, to


[User] Please transcribe this text

[Assistant] Do we want to consider a specific demographic? Do you have anyone in mind? Age groups, geographies, languages, things like that?


[User] Please transcribe this text

[Assistant] Uhm, and just to clarify, are we more concerned for the sake of this discussion about


[User] Please transcribe this text

[Assistant] The people who are sharing spreading misinformation, then we are the people who are consuming it.


[User] Please transcribe this text

[Assistant] Uhm, well you want to cut it off at the, at the butt, right? So uhm,


[User] Please transcribe this text

[Assistant] The people who are, you know, really the ones who are creating it, uhm, then, then I think we'll have the most success.


[User] Please transcribe this text

[Assistant] Um, it might be a little bit more difficult because there's just so much more nuance in deciding what is truth, what is not truth, um, versus like someone who's just


[User] Please transcribe this text

[Assistant] Okay, great. And uhm, so we're gonna, we're gonna want to talk about metrics. Do you want to talk about metrics through the context of actually suggesting a product enhancement or are you more interested in uhm, just like specific metrics that we can track? Because I do have some ideas on how we could like create improvements or changes to the product that we could then use in order to


[User] Please transcribe this text

[Assistant] Potentially uhm, track those metrics and know whether or not we're meeting this, you know, core objective


[User] Please transcribe this text

[Assistant] So, okay, so Facebook metrics, the key ones for spreading misinformation that come to mind are, uhm, you know, so Facebook has a bunch of different sort of ways in which to know whether or not something is


[User] Please transcribe this text

[Assistant] He's being interacted with on, on, in a, in a big way. Uhm, so.


[User] Please transcribe this text

[Assistant] We can be tracking likes, uhm, but.


[User] Please transcribe this text

[Assistant] Obviously they also have, you know, dislikes, they have happy, uhm, you know, they have,


[User] Please transcribe this text

[Assistant] The different engagement levels uhm, something could be shared.


[User] Please transcribe this text

[Assistant] So we might want to track shares, uhm.


[User] Please transcribe this text

[Assistant] You know, when it comes to like spreading misinformation, I know a lot of misinformation is spread throughout, uhm, like Facebook groups, right?


[User] Please transcribe this text

[Assistant] Uhm, so we might want to track, like, how likely is someone to, you know, what happens, uhm, with, you know, a post, for example.


[User] Please transcribe this text

[Assistant] Uh, like what, what the difference is when it's just like me posting up to everyone on my feed versus like me posting up to someone.


[User] Please transcribe this text

[Assistant] Who is, you know, in a group, so like QAnon, for example. Uhm, what is the impact of that?


[User] Please transcribe this text

[Assistant] So I break out sharing into two different segments. The first is to friends and to family. Uhm, but the second one is into like these groups.


[User] Please transcribe this text

[Assistant] And, and of the three, yeah, between groups and public, I'd say, um, that's where the most virality comes from. Um, but, but yeah, I'd be looking for, for things to sort of originate in this echo chamber. Um,


[User] Please transcribe this text

[Assistant] And then tracking whether or not, you know, if they are, if it is a public piece of information, how widely shared it's being.


[User] Please transcribe this text

[Assistant] A proxy for, uhm, whether or not this is a very divisive topic, uhm, and a lot of these divisive topics, of course, are, uhm,


[User] Please transcribe this text

[Assistant] Uh, you know, I imagine that there's a correlation between something that's very divisive and something that's potentially misinformation. Uhm, I know that Facebook also has, uh, experimented with, you know, flagging the same way Twitter has. Uhm, you know, is this, you know, information, uh, trustworthy, for example?


[User] Please transcribe this text

[Assistant] So we'd be wanting to, to, to, uh, measure whether, you know, how, how widely flagged is something and also,


[User] Please transcribe this text

[Assistant] You know, misinformation I know spreads more, you know, incorrect information spreads faster than correct information.


[User] Please transcribe this text

[Assistant] You know, this, for the same reason that, you know, it's hard to take your eyeballs off of a car crash. Uhm, so.


[User] Please transcribe this text

[Assistant] I'd be wanting to, to, to look at the velocity of sharing, uhm, that's taking place on a specific post.


[User] Please transcribe this text

[Assistant] But of course it'd be very difficult to actually start to quantify these, maybe build AI around preventing this.


[User] Please transcribe this text

[Assistant] Uhm, I know that that's not the objective of what we're talking about here, but


[User] Please transcribe this text

[Assistant] Uhm, it could be a potential benefit having, you know, really strong metrics in place.


[User] Please transcribe this text

[Assistant] So yeaah, so to, to, to sort of start to build out a foundation for, uhm,


[User] Please transcribe this text

[Assistant] For the second half of this discussion, I would say the things that I'm looking at, uhm, very closely, metrics-wise on a specific post, uhm, is, you know, is it public? One, uhm, how many, what's the likes to dislikes ratio? Uhm, what is the total engagement for the post? Uhm, how many flags, uhm, has this been given?


[User] Please transcribe this text

[Assistant] And if I were to start to prioritize them.


[User] Please transcribe this text

[Assistant] I think the flag is one of the most, uh, powerful one.


[User] Please transcribe this text

[Assistant] Because we're getting the user feedback saying hey, this might be misinformation.


[User] Please transcribe this text

[Assistant] The other ones, it's much harder to do, but it's just information that we'll want to track so that later on we can...


[User] Please transcribe this text

[Assistant] Maybe go, go, go back and say this is indeed misinformation and here are the, uhm, sort of heuristics or the.


[User] Please transcribe this text

[Assistant] Uhm, these are the patterns that we see in terms of velocity.


[User] Please transcribe this text

[Assistant] Likes to des- dislikes ratio, volume of engagement, these types of things.


[User] Please transcribe this text

[Assistant] They absolutely could, which is why I'm saying it's information that we'll want to track, but we'll want to bring in some metadata after the fact on whether or not this is, you know,


[User] Please transcribe this text

[Assistant] misinformation or it's just really viral content like, uh, you know.


[User] Please transcribe this text

[Assistant] Someone did something great. You know, you see those videos on Facebook all the time, like someone doing something sweet for a stranger. Those are.


[User] Please transcribe this text

[Assistant] That's personally, that's, that's one of my favorite things to see on these social platforms is cool. Good people doing good things. Uhm, and, and, and you know, when you do see.


[User] Please transcribe this text

[Assistant] A good person doing a good thing, you will see a lot more upvotes than you will downvotes, right? And that's why as, you know, maybe a second correlation, uhm, you know, second metrics to check is like


[User] Please transcribe this text

[Assistant] You know, what is the likes to dislikes ratio and what's, you know, maybe multiply that by the total engagement, um, because of what I said early in term.


[User] Please transcribe this text

[Assistant] Devisiveness and misinformation associated with divisiveness, things like that.


[User] Please transcribe this text

[Assistant] Uhm, yeah, in terms of ideas for products, I mean, I, I, I do feel like, you know, it would be difficult, uh, after the fact to actually create like enough, uhm,


[User] Please transcribe this text

[Assistant] Uh, a large enough data set to do any meaningful machine learning. Um, but, you know, we have a lot of resource, uh, fact checkers, you know, so we could at least start to, um, start to build a decent sized database of,


[User] Please transcribe this text

[Assistant] No, here are all the inputs, uhm, in terms of the main metrics that we've listed out.


[User] Please transcribe this text

[Assistant] And this is misinformation or not, just like a binary classifier.


[User] Please transcribe this text

[Assistant] And use that as a way to potentially not completely replace the need for, uh, um,


[User] Please transcribe this text

[Assistant] For a team of fact checkers, uhm, which is probably the worst job in the world, by the way. I feel for those people.


[User] Please transcribe this text

[Assistant] Uhm, but at least support their efforts, you know, so it could be the


[User] Please transcribe this text

[Assistant] Just something that, a tool that they reach for.


[User] Please transcribe this text

[Assistant] Uh, a useful tool to have at Facebook, uhm, in terms of.


[User] Please transcribe this text

[Assistant] You know, being able to identify misinformation before it, before it surfaces before it goes completely viral.


[User] Please transcribe this text

[Assistant] Yeah, uhm, I mean, I think that I wanted to turn into a product.


[User] Please transcribe this text

[Assistant] Question, uh, this was very obviously a metrics question.


[User] Please transcribe this text

[Assistant] I think metrics questions are a little bit easier than product questions, at least in my experience. I've had more success with them. Uhm, but, uh, but, you know, I recognize that pretty early on.


[User] Please transcribe this text

[Assistant] Reel it back, focus on the metrics. This is, you know, and I think you did a great job of, uhm,


[User] Please transcribe this text

[Assistant] Bringing me back to the actual question at hand. Uhm, so, so that, that's my thought on the.


[User] Please transcribe this text

[Assistant] I'm, I'm like the, the, the question answer. Uhm, I have some like general feedback, but we can do that, we can do that later or.


[User] Please transcribe this text

[Assistant] Uhm, yeaah, thanks for that feedback. Uhm, yeaah, any general feedback? Uhm, just, I can really only speak to my experience. Uhm, and...


[User] Please transcribe this text

[Assistant] What I've been telling people since I've gone through this process is that, you know, practice is so, so important. Uhm, being able to


[User] Please transcribe this text

[Assistant] Take the most mundane idea and turn it into an interesting product. I feel like it's such a cool skill to have and it's one that I've just started to hone myself.


[User] Please transcribe this text

[Assistant] Uh, but I'll like walk around. I live in Denver. I'll walk around Denver and I'll look at the street.


[User] Please transcribe this text

[Assistant] Lamp. I'll think, how can I improve that? And then I'll go through the, you know, the circles methodology or, you know.


[User] Please transcribe this text

[Assistant] Uh, any of the others that you read out there, um, on places like exponent and stuff. Um, and I say practice cause it'll give you the confidence to, um, to, to, to really present yourself in the best light. Uh, I remember when I did my first phone interview with Google, uh, I had just the worst product pitch. Um, but I was, uh, confident in that pitch.


[User] Please transcribe this text

[Assistant] Uhm, and I also, I was comfortable enough to show some empathy. Uhm, I think that's the reason why I advanced. Uhm, so just practicing being yourself, have fun with it.


[User] Please transcribe this text

[Assistant] Uhm, I think a lot of people freeze up in the interview process. Uhm, but if you make it interactive, uhm, it makes it fun for the person who's interviewing you.


[User] Please transcribe this text

[Assistant] So let them talk, let them think, let them encourage you, get them on your side, talk about, you know, us and we.


[User] Please transcribe this text

[Assistant] Uh, and together, these types of things, I think that goes, that goes a long way. Uhm, and, you know, the last thing I can say is that, uhm, you know, just, eh, just, you know, when you are interviewing, this, this might be,


[User] Please transcribe this text

[Assistant] Uh, more to later on, you know, after you've had a couple of years.


[User] Please transcribe this text

[Assistant] Uhm, but engage with the PM network. I have had.


[User] Please transcribe this text

[Assistant] Uhm, engage with them and have them recommend you for the job. Like, uh, I had great success with like the big companies because I went in through, uh, a friend, um, or someone I went to college with.


[User] Please transcribe this text

[Assistant] But there were companies in my case where I just applied that you'd never heard of and they never wrote me back.


[User] Please transcribe this text

[Assistant] So really work your network, uhm, and, and like,


[User] Please transcribe this text

[Assistant] Of course, be, uh, cognizant of their time. Uhm, but, uh, people want to help, so help them help you.


[User] Please transcribe this text

[Assistant] I thought you'd be gone, Vogel. Promoted to a little diamond stat all your own. I was waiting for you. And your blue jacket. The one with my blood stains. Is that waiting too?


[User] Please transcribe this text

[Assistant] Don't lose your temper in this heat, Commandant. It's bad for the blood pressure. What do you want here? That's my business. Come on, let's get this stuff out of here.


[User] Please transcribe this text

[Assistant] Michael. Whiskey and soda. You did a good job on my boy, Doc.


[User] Please transcribe this text

[Assistant] Martin Gayle, I'm dead from Cape Town to the Belgian Congo. I'm an undesirable, a clinko. I can't get a job and I can't get a passport to go anywhere else. And you are the one man that can help me to get my license. That's why I came back here. But now you're a little too late. Yesterday might have been different. Virgo. I didn't like what that smiling sadist did to me at the dock, or what he did to a friend of mine.


[User] Please transcribe this text

[Assistant] If you asked me how long I walked, the answer could be five hours or two days. Time was a circle that had no end.


[User] Please transcribe this text

[Assistant] Beating like that does something to you. When I came around, I wouldn't have told them my name. Didn't feel any different then, I don't feel any different now.


[User] Please transcribe this text

[Assistant] How do they know I never tell them, never quit? Then why?


[User] Please transcribe this text

[Assistant] I wonder why. By now according to the rules I should be floating in the bay. Maybe he was horrified at the sight of blood.


[User] Please transcribe this text

[Assistant] We take our chances on getting out, and you take your chances, I send you the diamonds. You'll give us a pass, of course.


[User] Please transcribe this text

[Assistant] It says there above your signature that Mademoiselle Renault did not kill Dr. Hunter. Then who did, Mogul? Who did? Who else but you was in the room when he was killed? You just signed a confession of murder.


[User] Please transcribe this text

[Assistant] Homicide is related to the desperation of young men, and particularly black young men in the United States. And that's what we're seeing in Chicago.


[User] Please transcribe this text

[Assistant] When there were too many black people, they said, what are we going to do? Well, let's build these high rises. But we can't put them in the white areas. Let's rip down houses in the black community and house people within those neighborhoods. And all of those projects, the exception of Cabrini, were built in all black neighborhoods. And Cabrini then became an all black neighborhood.


[User] Please transcribe this text

[Assistant] It's just to try not to cope. Not even to deal with it. Ignore it like it's not happening because it becomes too much. And people are afraid. When a six-year-old girl from my school says to me, Father Mike, we pray for me. I told her I'm going to pray for her. She said that I'm alive at the end of the summer.


[User] Please transcribe this text

[Assistant] That a child has to even think like that at six? They deserve their future. They have a right to grow up.


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[Assistant] I'm so proud of all of the women who have had the courage to speak out. Rich, famous, powerful men have to understand there are rules. There are boundaries. They must respect those boundaries. This has got to end and it needs to end right now.


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[Assistant] He thinks no more women will come forward. He is very wrong. Power only understands power.


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[Assistant] The federal government said its high rises are yet nothing. Everyone took the high rise across the country.


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[Assistant] Isolating, as pointed out, low income people in 10 or 20 story concrete boxes has failed.


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[Assistant] Hundreds of gunshots are reported. More than a dozen killings in one weekend. Many of the victims are teenagers. New gang wars are breaking out in Chicago and as the homicide rate is at a near record high.


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[Assistant] His mother on the street. He the oldest. He got a sister 13 years old. He got a little brother 8 years old.


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[Assistant] Hi there. In this video, I'm going to be talking about what happens when two variables, which we include in our regression, are highly multicolinear.


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[Assistant] Note that it doesn't have to be exactly linear. It could be exactly sort of a polynomial. So it could be some sort of curve. But the idea is that if I know x1, I know x2 exactly. So that's the example of perfect linearity. Here I'm talking about what happens if


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[Assistant] x1 and x2 are both sort of highly correlated with one another and we think that both of them are important in influencing a dependent variable. So here we've got some sort of


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[Assistant] And let's say we were interested specifically in finding out how a company's level of TV advertising, which I'm indicating here with these sort of red bars, uhm,


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[Assistant] If we were to sort of think about a graph of TV advertising spend, again, sort of radio advertising spend, then


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[Assistant] So, what effect does that actually have on our sort of ability to determine one's effect from the other when we estimate our regression?


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[Assistant] So let's say we estimate our sort of aggression, which has company sales as the dependent variable and has each of these variables, say the level of TV advertising and the level of radio advertising as independent variables in our aggression. Well,


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[Assistant] We might, let's say, have an R squared value which was equal to, uhm, 0.9. So that means that our model might explain 90% of the variance in the company sales over time. We might find that individually,


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[Assistant] We might find that statistically we cannot conclude that individually these two things have an effect on company sales over time. So that's how it kind of manifests in our model.


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[Assistant] Haven't made a very good experiment here because of the fact that we have got TV advertising and radio advertising being very correlated with one another. We don't really have a control region whereby let's say we have some sort of TV happening on its own or we have


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[Assistant] Some radio happening on its own as well. So it's very difficult for us to disentangle the effect of TV from radio.


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[Assistant] The times when we can completely count on others, they are over to a certain extent. I've experienced this in the last few days, and that is why I can only say that we Europeans must really take our fate into our own hands.


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[Assistant] Okay, there was a little bit of a controversy because for the video for vitamin D, people were saying you had CGI'd abs. Let's take a look at that picture right there.


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[Assistant] Yes, well what's funny, what's funny is, uh, first of all, I want them to get...


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[Assistant] But it's also making me think, why can't we have that on this show? You should do that. How much would it cost? If I walk out and do the top of the show, why can't they put that even over my suit? You should do that.


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[Assistant] Good evening, dear participants. I'm happy and honored to be here as a resource person to just to discuss the topic chi-square test with you all.


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[Assistant] I hope you all had a very fruitful and wonderful session all these 6 days and this 7th day also we will be learning one more tool in the SPSS that is chi-square tests.


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[Assistant] I'm Dr. Excelsi, Assistant Professor from the Department of Management and I'll be sharing you


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[Assistant] Uh, just we, uh, we all know what is chi-square test, but in, uh, uh, SPSS, through SPSS, how we can, uh, simplify the calculation and how we can interpret the data. That is what we are going to see. So I'll be just explaining what is chi-square test and, uh,


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[Assistant] What is the basic theory related to that? And then we'll be working out the, uh, uh, means we'll be applying


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[Assistant] Before starting, I'd like to start with a quote.


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[Assistant] The ability to learn is a skill. The willingness to learn is a choice. So this is a quote given by, uh, given by Brain Herbert. So you all have taken a very good choice of learning new things. So, uh, with this quote, I'm going to start today's session.


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[Assistant] So generally we all know that in the statistical tool in the nonparametric test, chi-square is one of the nonparametric test. Now we will see in detail why we are using the chi-square test in the, in our research data.


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[Assistant] So chi-square test, it is a statistical test used to compare observed and expected results. Can anyone of you tell me or you can put it in the chat box, you can unmute and tell. So far in six classes you have, uhm, attended the session. So what is compared, uh, and observed result?


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[Assistant] Yes, actually, uh, very good ma'am. Thank you. Uh, observed data as the data which we got as the output and they expected this before, uh, applying the tool. Before applying the tool, we expect some results.


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[Assistant] So, this Kaisper test will help you, will help us to, uh, that is statistically find out is there any relationship between the observed data and the expected data. Whether both are having association or whether both are not associated with each other or both are irrelevant.


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[Assistant] This, uh, test will help us to find out the relationship or association or significance easily.


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[Assistant] Okay, here, uh, uh, there is an association between, in the screen itself you can see, there is an association between categorical variable. We are going to take only categorical variable. What is categorical variable?


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[Assistant] In the second day, I think you would have learnt about this.


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[Assistant] Nominal and ordinal, very good. So, uh, what is the other one?


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[Assistant] So here in chi-square test we are going to, uh, see is there any association between the categorical variables. Hope you will understand. So which type of variable we are going to take for this test.


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[Assistant] Or for a particular type of data what we have collected.


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[Assistant] Uh, we are going to take only the categorical variables that is, uh, um, ordinal and nominal. So this test is also known as chi-spare test of association. Mainly we are going to find out, suppose if we are taking ordinal and nominal values, uh, is there any association between those two values? We are going to see that only.