Stevenson gets a big win over Levin and Valley 72-52 to my left Cameron Sapienza. We kind of got like a veteran and a rookie thing going on right here with the senior and the freshman Cameron Sapienza and Joey Lutz. Cam, I guess, it's age before beauty, right? That's the way that we do this. So we start with you. You were stroking it tonight, right? Like, what does that feel like when you're in a zone like that? When something goes down, do you just sort of say like, bro, I got to get more up. I got to put more towards the basket. It always feels good. You know, I've been struggling the past few years, but I've been trying to get in the gym as much as possible, get as many shots up, and it does feel good getting the ball through the rim. Is there a cool, maybe a dunk, I guess, would be cooler, but is there a cooler moment than a four-point playing basketball? No, that's the best. That's the best, especially when you make it. So yeah, that's what I live for. Joey, we were just talking a second ago with Coach. As a freshman, how important is it for you to show everybody that I can do a lot of things, that my game isn't just predicated on me having to go to the rim or having to take shots, that I can make all the right decisions? I think just confidence is a big thing. I think it's easy to come in as a freshman and kind of be a little intimidated sometimes, but just trusting that I've put in a good amount of work over the years and that I'm prepared for this moment. Also, just the older guys like Cam and some of the other guys in the locker room just kind of mentoring me, giving me encouragement when a shot doesn't fall down. Just leadership like that that kind of is helpful for a freshman like me. Where you are in finding your role with this team, how good has it felt to get these minutes that you've gotten early on in your career and to know that you have the confidence of Coach Stu and everybody on this team to be out there? It's felt really good. I feel really pleased with how we've played, especially the last two games, and it's nice to go into this kind of stretch now on back-to-back wins. But like I said earlier, it's really just the older guys in the locker room just being able to help me through everything. Like I said, when shots don't fall, stuff like that, they've done a great job of leading me. Cam, you've been here for a while, you've seen a lot of things, right? Like what this team is going to need to do in order to be able to make a run in conference play. What do you see and say, hey, these are the areas we've got to get better at. This is how we need to improve over the course of the next month before we get in the conference. Let's say it probably starts on the defensive end, because we know what we got in store for offensively. We know we can go out there and score if we get the ball side and stuff like that, but definitely the defensive end and limiting turnovers. That's our biggest thing. Every turnover we've been getting on the tire pushing a 45-pound plate down and back. We just got to get that out of our system. It will come eventually. So everybody's got to do it, or just whoever commits the turnover? So what's it like after... I haven't even picked up on this as I've been watching the game. Are you guys like shooting each other daggers when somebody throws the ball away? I guess. The legs get heavy after. But no, it's getting us better and getting us to where we need to be. All right, Joe, I'm going to give you the one I gave coach, right? Give me the favorite... The song that you love hearing and the one that just drives you absolutely bonkers. It's a tough one. I'm going to go the one I love hearing, never gets old. Mariah Carey, All I Want For Christmas. It's a classic. And the one that I could go without hearing would probably be... You know, I'm going to have to agree with coach on this one. I'm going to go Jingle Bells. No, not hate. I just feel like it's a little overplayed. Cam will come to you. The one that you love, the one that you hate. The one that I love. Probably got to say This Christmas by Chris Brown. I mean, when I'm in the car by myself, I don't want anyone seeing me. Kick please, please give us a little bit, Cam. Everybody's asking for a couple of bars. I can't, I can't. I'd probably say Jingle Bells as well. I can't stand it. I can't stand it. I mean, it's overplayed. Hey guys, great win, great performance, congratulations. Enjoy these weeks together as a team going out on the road. We'll see you back here in January. Thanks Joey, thanks Cam. Joey Lites, Cameron Sapienza, gomustangsports.tv


All right, it's a beautiful day in the neighborhood. I'm here with my wife. This is Lauren. Have you ever been on video? I have never been on video. What? It's a first and this deal's a first. How am I waiting so long? We've got a maxi in honor of March Madness. Your favorite time of the year. Yep. She's a huge basketball fan. We both are huge color basketball fans. Why don't you release it? We've got a master lead sale, but it was your idea. Although my blue devils are not in the final four, the madness is crazy. So I'm bringing the madness to you. We're only taking four deals, so be sure to be the first four to call. Call. You never know. You might get to wheel in. Deal with me. Cody, what number do they call? 83340Agent. Only taking four agents. Crazy, massive, awesome deal. It's her fault. If it was up to me, it wouldn't even release these prices or solo. They're nuts.  I'm bringing the madness to you. Do it. All right, call in 83340Agent. First four, only four, today only. Call me. They got to do it.


SEGA DRUNK! Porting games from computer systems like DOS, the Amiga, the Atari ST, or the Commodore 64 was usually a tough racket for home console gaming systems. Just take a look at stuff like civilization on Super Nintendo. Sure, at the time it may have been passable, but you were always way better off playing it on a computer. And that was considered a decent port. Don't get me started on stuff like SimCity 2000 for Super Nintendo, or even worse, Sim Earth. That's what makes Sid Meier's Pirates Gold for Sega Genesis such a revelation. It was great then, and to this day it's a great playthrough now. In fact, you could arguably call it a Top 10 Sega Genesis game. This game was originally made in 1987 by Sid Meier, who at the time was probably best known for his Flight Sim games for PC, like Solo Flight and F-15 Strike Eagle. He later went on to make the hugely popular Civilization series and the Tycoon series. But it started with Pirates on the Commodore 64. It eventually made its way to everything from the aforementioned Atari ST and Amiga, and even the NES. It wasn't until 1993 when Pirates arrived on Sega Genesis retitled Pirates Gold. What makes this game unique, especially for a home console release, is that it's open world, and even better you play as a pirate. So you have every incentive to capture cities, command a fleet of ships into battle, duel other characters, seek out buried treasure, and tons of other stuff. Now if you're more familiar with the Super Nintendo library like I am, this game's closest comparison would probably be Uncharted Waters New Horizons, but Pirates Gold is a bit more streamlined and a lot more user friendly with a much better visual presentation. One of the first things that sticks out about this game is how it looks. What's crazy is that it's almost shot for shot comparable to the Amiga CD32 version of the game. Pirates on that system is being played on a CD peripheral for a 32-bit console, but the Genesis port compares so closely it's unreal. There's a link in the description detailing the comparison if you want to know more. When starting a new campaign you pick your time period, nationality, and difficulty level, but it should be pointed out that the time period also functions as kind of a makeshift difficulty level itself because each choice provides a different map configuration, potentially with rival pirates looking to hunt you down, or even bad weather to contend with. But yeah, once you get started you immediately have to duel for the right to command your own ship. The controls are pretty intuitive and it's an easy fight to win, but after that you're totally on your own to do pretty much whatever you want, and you start off in an island town where you decide how you want to go about building your character. Most people in their first playthrough will just go full pirate, and why not? So to do that you gotta build up some money and get a crew together, you can visit the store to check prices and buy and sell stuff, visit the bank to address your financial situation, and visit the tavern to recruit people. If you'd rather have a more linear approach when you start this one you can always go visit the governor and he'll give you a mission, but when you do this you have to be wary of the reputation you're building and you'll be seen as an enemy by rival governors. Eventually you set sail, but you don't just move from point A to point B, sailing in and of itself can be pretty risky, for instance you have to keep the weather in mind at all times and watch out for other ships who are on to your schemes. The battle music here is great, as is the sound of the cannons echoing as they fire at each other. Most importantly just about everything here is pretty easy to figure out, like boarding other ships and engaging in a duel. You gotta be careful you're not boarding a ship bigger than you can handle though, otherwise you'll get overwhelmed quickly so pick your spots appropriately. You can also plunder entire towns which is pretty awesome. You can either stay in your ship and fire away or take on the authorities on land. You have way more to gain by going after towns, but it's also a lot riskier, so you gotta make sure you have a battle-hardened crew before heading in. I should also mention that there's a few other game options here as well, like a duel mode where you can practice fighting and command a historic expedition where you're put into a pre-planned scenario and you fight as a famous pirate from history. It's hard to sum up a game like Pirates Gold in just a 4-minute video. This is just one of those public service announcement videos that while this may be a PC port, it's still such a great game and probably the best open world game on a 16-bit console. Yeah, this game may be huge and overwhelming, but I'd recommend seeking out the manual online. It's pretty easy to find and it's very helpful. If you liked Uncharted Water's New Horizons, you will love Pirates Gold for Sega Genesis. It's intuitive, it's well-paced, the presentation is great and there's so much here you can do.  Pirates Gold has got to be one of the 10 best Genesis games ever.


Before we are taught anything, we know there is more, and this is the case when considering the Great Pyramid. There is very little doubt left that what we are witnessing at the Giza Plateau is in fact a masterpiece that was created by a civilization that is no longer present here on the earth. Not only is the Great Pyramid the biggest anomaly in our understanding of the past, it is also the greatest wonder present on the planet today and one in which we completely do not understand. When this thing was first excavated in the 9th century, nothing was found inside. No treasure, no burial artifacts, nothing. It was bare. Abandoned long ago and completely sealed, possibly to contain radiation if it was a power plant before the flood. For something to be sitting in plain sight with no documentation, no hieroglyphics, no apparent purpose as to why it is there is mind blowing. Not only was the undertaking of such an industrious feat of engineering impossible for ancient man, but it would appear that it also lacks any fundamental value towards the society that is said to have created it. For us to be told that King Khufu ordered the construction of this thing for it to be built in such a way that it was never replicated. And for us to then believe this is the case against all the odds is astonishing. When you consider they would have to have had a constant construction line right around the clock for 25 years, which involved transporting and laying one mega block every two minutes and that was transported 400 miles from Ashwan. That is around 30 massive stone blocks per hour or 720-30 ton blocks per day. It's impossible. They tried to use the said method with one of these blocks and the stone capsized the boat as soon as the crane released the load. So how did they do this 720 times a day? Anyway, this is what they are categorically telling us to be true. It's a joke. Today we are going to talk about two inscriptions found at the Great Pyramid. So wait till you hear this. Let us tell you something. For the level of sophistication we see at Giza and in particular the Great Pyramid, you would need a society that were highly advanced in mathematics. You would need to understand the Earth's landmass and our position in the solar system. The secrets contained at Giza are literally out of this world and although there are no directives or explanations at the Great Pyramid, there could be secrets contained in its measurements for humanity's advancements. An example of this being the placing of the structure on the Earth. The coordinates for the Great Pyramid are the same digits for how fast you would need to travel to be traveling at the speed of light. The alignment of this thing at this very location on this planet is no doubt deliberate and there simply must be advanced secrets to our future hidden in advanced disciplines of teaching that we are yet to discover. Consider the original grand entrance to the wonder. Could it be that the structure we see today is in fact the outer jacket of a much more ancient structure? Now there are no hieroglyphics with the exception of a cartouche with Khufu seal on it. This single piece of documentary evidence is why they say it was built by Pharaoh to house Pharaoh after death and guess what? This is widely accepted to be an elaborate hoax set in place by Richard Weiss. The inscription which incredibly reads the gang of Khufu was found in 1837 by Sir Richard Weiss, a British soldier and adventurer who used gunpowder to blast his way into the inner chambers of the Great Pyramid. At the time it was believed to have been left there by the pyramid's builders. Sir Richard's critics asserted the cartouche was a forgery by the rough and ready adventurer in order to justify yet more evidence in his treasure hunting schemes. A professor of ancient Egyptian civilization at Cairo University, Ahmad said, says, there is now plenty of evidence to support the age of the cartouche and it's not from the reign of Pharaoh Khufu. Professor said, says, the cartouche contains the king's short name and not the full official version as is used during a Pharaoh's reign. So you see, the Great Pyramid was wrongly credited as being a tomb. In fact, no mummified remains have ever been found at any pyramid at all. Nowhere does it say these elaborate structures are tombs and in fact, we even have the place where kings and queens were entombed at the Valley of the Kings. So why are they still telling us this to be true when it is categorically dreamed up? The fact of the matter is they don't know what the Great Pyramid is, nobody knows. The only clear option shared by researchers is that it is an industrious wonder, the true age of which could be staggering and maybe even beyond our comprehension. Now what if we were to tell you that in 2006 a group of German researchers accessed and defaced Weiss's cartouche. They took the samples back to Dresden in Germany where tests were carried out on the dating of the red paint of the cartouche. The results, you guessed it guys, it dated to the 19th century and is more than likely in elaborate hopes by Richard Weiss. The German researchers were prosecuted by both the German and Egyptian authorities for uncovering this truth and there is actively a block to withhold this information. Egypt set up a heritage task force to counter the claims accusing the Germans of defacing a world monument. Above the main entrance of the Great Pyramid, four massive relieving stones divert the immense weight piled above the entry passage. Linear geometric patterns formed by joints in the stonework reference the Paleo sanskrit glyphs, kharas kharas meaning workings workings while the triangular cavity below the giant blocks corresponds to the glyph for upama meaning the highest. These bold geometric architectural features together present a votive passage that was used at aligned sacred sites throughout the world to signify the deep infrasonic resonance of the pyramid structures that powered the global civilization. The glyphs embedded in the Great Pyramid's entry facade read, workings of the highest the only ancient inscription found. It is probably credible to note of the fact that the Great Pyramid niche inscription bears a close resemblance to glyphs embossed on metal debris from the 1947 Roswell, New Mexico via monodisk crash and also the Rendlesham forest incident. The Roswell debris texts were first translated in 2007 by applying the Schindelman cipher. It would seem that this decipher has disappeared from publication since the author's death. What does this type of inscription mean? There is little doubt that the world was connected in ways we don't understand today in the past. We see similarities in building techniques that can only be explained if there was contact between cultures in the past and indeed they very well may have all been connected prior to the Great Flood. For example, could it be possible that the ancient Hindus had a part to play in the construction at Giza, using their viamana to transfer the huge blocks? This is just as feasible as any other theory out there and adds weight to the argument that there was advanced technology in this region in the very distant past. Indian history is dating back to the time of the gods, just like the Egyptians does, and equally has tales that are so unbelievable that they are simply classed as myths so maybe there is some argument at least to such a theory. Indeed such a global civilization could be referencing an Atlantean culture, maybe guys, just maybe. The feeling that everything was once connected is strong, we can theorize on how the water separated the lands and contact was lost. Today we are left with the debris of the ancients and the clear picture that on this earth in the ancient past there was an advanced civilization that were capable of incredible feats of engineering that is almost beyond comprehension. The question then must be this, why are we actively being lied to as a civilization?  The builders of the pyramids were not fools, they have left clear cut proof that can't be destroyed and guess what? We are no longer ignoring this either. We will leave it at that for the moment guys, you can let us know what you think of these texts in the Great Pyramid because any ideas you may have towards it are probably closer to the truth compared to what they are teaching us today. We may not have the answers, but at least we do have the questions. Comments below and as always, thank you for watching.


Welcome to Geneva and the WSIS Forum 2022. With me is Yvette Ramos. Yvette is the President of Swiss Engineering Geneva, and also President of WomanVy. And you can tell me what WomanVy is. Thank you very much. Well, thank you so much for giving me the opportunity to the WSIS to welcome us. WomanVy is a very unique NGO that was created four years ago. Actually, it was co-founded by women and men that work together and are engineers, scientists, etc. They work together in the activities that are aligned with the SDGs, the Sustainable Development Goals, and also aligned with the WSIS Action Lines, because we've been myself and my friends, colleagues around the world, have been involved since many years now in the WSIS process. So we thought that we need to do that. Wonderful. And tell me about gender trend setters. Yes, actually, that's a unique and very new initiative. The champion is of course the ITUSG, Secretary-General. But I must recognize that Gitan Gallisa, who is the coordinator of that whole wonderful process, has been pushing so many years now for having a lot of women representation at all levels, that is, in the high-level summits, in the workshops, the sessions that we do organize, in fact, and we are pushing for many years now. So the gender trend setters were a group, in fact, that were nominated this year, around 15 people, men and women as well, coming from many countries. And we are very glad to have that mission of representing this specific and unique issue that is how to develop a truly mixed representation into the ICTs world, in fact. And what are the key challenges around that? Of course, key challenges is always, as you may know, that there is the glass ceiling. We are many women. I mean, we want to have good careers in our professional lives. We want to have the same representation and same opportunities when we are young engineers and scientists as the men have. So I think that's some of the policy that exists today, and it has been a few years that many policies exist. Now we have to go to action. And really, either in the private sector or the public sector, we need to emphasize that there is a gap in engineering, in science and technology. So why don't we take over this opportunity to ask women to join this society of engineers working in ICTs and for a better world, yes? Representation and positive action. Yes, exactly. Yvette Ramos, thank you so much for joining us. Thank you.


What's going on everyone? Sam here with late in sports cards. We've got three boxes of 2022 top tier one Bundesliga soccer hobby for Joshua R. So good luck here Joshua. See what we got in here for you buddy. Pull a big holland that'd be cool. One of those jumbo patches. That would be fire. All right we've got Emil Forsberg 4 out of 25 for Leipzig on the two color two color. Some nice patches there. Grats on that one 4 out of 25. We've got for Wolfsburg 3 out of 25 Sebastian Bornau. Nice auto for you there. Grats on that one Joshua. Love the look of the refractor ish on the tier one card. So clean. Then we've got Ruben Vargas 11 out of 50 on the purple auto for Osberg. Pretty solid box right there I would say. Not too bad at all. Nice one there. Next up second box it's tier one. Again guys I know I sound like a broken record. I only got a couple orders in queue right now for personal. So if you want a personal rip it literally will go in about 20 minutes. We've got this one we've got some Chronicles Racing and then we got Chad with some UFC H2 and another Autograph Jersey. So yeah if you want a personal I would order it up for sure. 100% go today. So it'll be a very quick turnaround for you guys. Florian Kynes for Cologne. FC Cologne 7 out of 127 on the 100% Jersey. Nice for Borussia Ma, we've got Cardio Koenig. That is 28 out of 50. Yeah these cards are gorgeous for sure. Nice one there. We've got Gideon Jung for Gruyther 4th. There are Gruyther 4th excuse me. That is 37 out of 106 on the final auto. Nice. Nice hit for you. And box three. Messy come on baby. Wrong league just scored. I want to be in land so I care about. Felix Passlack that is 54 out of 127. For Borussia Dortmund nice one there. That is one colored jersey. Got Purple for Osberg. Rafaal Geikiewicz 46 out of 50 on the Purple. And I do apologize if I pronounce the names incorrectly. Still learning here. And we've got Bochum Maxim Lich that is 12 out of 75. Nice hit for you there as well. Maxim Lich for Bochum. That'll do it for the break there. For your break there. Joshua congrats on all the hits buddy. We'll get them right out to you. Thanks again.


My name's Molly Roach. I founded Solver Care and for several years was the chair of Solver Care. But I am now the trustee. At the time I was on the community council here. I went to a talk which was looking at the future and how it was perfectly possible that because of the rise in the number of elderly people and the fact they were living longer and the decline in the number of young people who stayed around here that there would be problems with care. And of course so it proved. It was extraordinarily difficult to get care agencies to come to Solver to look after people. It was not good and you could see that it needed fixing. And it seemed to me that we could probably fix it for ourselves. Mostly we deliver social care. So anything from dog walking to going to the shop to sitting with someone to taking them out for a walk. And of course it's expanded as we have expanded. So it's keeping fit and it's going on trips and it's whatever is needed really. Public Health Wales approached us and said we see what you're doing. We're interested in it. Can you set down what it is you did? Our toolkit what we have found is that people can use the toolkit but they adapt it to suit their own circumstances because every community is different. Being nominated for the award. I think the most important thing about it for me is it establishes the notion of community. It is something that everybody is involved in.


Welcome to this quick demo of how to upload your data from Galaxy to a number of different local data stores. So an issue people are often times facing once they have finished their first couple of real-world data analyses with Galaxy is how to retrieve key results files efficiently for further use or storage outside of Galaxy. If you have been using collections in your analysis, then even the download of a batch of results files is not too complicated. You simply go inside your collection of interest, like I show this here, for a collection of viral consensus faster sequences. You click on download collection and you get a download of all elements of the collection in the form of a zip file. Easy. There are two issues with this method though. First of all, getting the data out of Galaxy may only be the first step you want to take for sharing it or to then upload it onto some other platform anyway. In that case, having to download an entire collection of data to your own computer just to re-upload it from there elsewhere may not be your preferred solution, especially if you're in home office like many of us and have a relatively slow internet connection. You might much rather want to upload to an online platform from Galaxy directly in that case. Another issue is if the data you would like to download is not contained in just one collection. Let's imagine you've set up a sask of two genome analysis spot, like the one running on usegalaxy.eu. This spot may now produce many, many similar histories, one for each batch of sequencing data it analyzes. So here's an example of the situation on usegalaxy.eu which demonstrates the issue for consensus building histories. Each of these histories contains one collection of viral faster sequences, but how can we get at them conveniently? So in both of these situations, connecting your Galaxy user account to a data store is the answer. To set this up, go to user preferences, then manage information and on that page scroll down about halfway. You will find the option to connect Galaxy to either your Dropbox account or alternatively to your personal NextCloud or ownCloud account. Of course, you will have to provide credentials of some sort that Galaxy can use then to authenticate itself against the other platform. In my case, my department at the University of Freiburg operates their own NextCloud server on which every member of the department gets an account. So I'm going to use this in this demo. So I'm copy pasting my NextCloud's server domain in here. And then I would complete this with the server path and the username and password, which I will do outside of this video now. And then I will scroll down and press Save here and I will store that information with my account. Now once configured, I can use this connection in two directions. I can either upload data from the configured data store now, which is done via the regular upload manager. So I open the upload manager here. I go to choose remote files. And now in this dialogue, I'm seeing NextCloud on cloud offered. And if I click that and if I entered my credentials correctly, then I get access to all my files and folders on that NextCloud server. So for example, I'm seeing here a folder called Galaxy Workshop demo, which I generated on this NextCloud instance before the workshop. And can go inside there and then disappointingly, I find there's nothing in here. But if there was data, I could upload it now into Galaxy. What I can also do, however, is to use a dedicated tool to export data to any folder on the configured data store. So that tool can be found in the send data section of the tools bar. And it's called export datasets to different data storages. Selecting this tool brings up a tool interface like for any regular tool. You can now select datasets you'd like to export, which can either be regular datasets or collections. So I will again choose here my collection of faster files from before this one. And then under the option directory URI, you can reach a dialogue that again lets you navigate any of the data stores configured for your account, like the NextCloud on cloud account in my case. And I can now navigate using these small arrows to my demo folder on this NextCloud instance and select it as the place to export to. So let's test this and I press execute now. And while this job is running, let's head over to my NextCloud web interface. And I should see those datasets come in there now. So I'm inside my Galaxy Workshop demo folder and now I can just refresh that page. And then in fact, all these faster files are coming in. Few of them have been transferred already.  Here we go. We have all 18 files ready on my folder now and the corresponding Galaxy job has turned to green. It's marked as completed. I can also read in the logs that in total 18 files have been exported to my NextCloud server. Now one particularly powerful feature of this way of exporting data is that it's tool based and as such can be used in workflows. So going back to that other example with the many, many consensus histories produced in the SARS-CoV-2 bot account on usegalaxy.eu, we solved that issue of getting access to all key results files with an additional export workflow. Now that workflow gets launched again through our bot scripts. Whenever a consensus workflow run finishes and it uses this export datasets to different data storages tool that I've shown you before, to send not only the collection of faster files but also the collection of BAM files of aligned reads and the collection of variant calls in VCF format that both of these service input to the consensus workflow. So it exports all these three collections of key results files to an FTP server hosted at the Barcelona Supercomput Center and from there all these key results files are then made available publicly via any FTP client. I'm going to show you these data export histories now. So here you see one of these data export histories created by the viral beacon export workflow. And when we go inside there, then you can see that this has actually three export logs in it. So it exported the faster consensus sequences, it exported the BAM files and it exported the VCFs. And so you can see that in that case it exported 339 faster files, 339 VCF files and actually twice the number apparently of BAM files. But this is because of this export indices, Galaxy generated indices options of that tool. So just bring up the to run again here. So here I selected in that workflow export also Galaxy generated index files for supported data types. And I set this to yes. And that means that not only the BAM files in that collection of aligned reads but also their BAM indices will get exported to the Spanish SPTP server. So to save compute time there because they do not have to be recalculated on the Spanish side. So this is how powerful this tool is. And it's really a great addition, very recent but great addition to the Galaxy toolbox.


here we're using a whole lot of information so if you're looking at something that would conform to a bell curve you would think that if you had the more data that you had the more smooth looking the shape would look and the more you can be kind of certain that it looks like it follows a bell curve type of distribution so we're going to go okay it looks like a bell curve kind of does the thing I'm going to move this off to the side and let's start to build an actual bell curve so I'm going to say let's say that this is going to be x this is our x this is going to be p of x let's say I'm going to make this black and white so we're going to go hometown font group making this black and this white and then I'll center it and then let's make a skinny x skinny up the x it's on the lighter side of our bell curve it weighs less because it's skinny it's a skinny x but it could be skinny with big bones you know it just has but any case so now we're going to say okay well what am I going to start because I'm measuring in pounds I could start from like one pound and go up to like I don't know 500 pounds or something but it's I don't probably need to go that far because it's not likely that someone weighs one pound so what's the range that I need on my x's that are going to be on the x parameter so I could say well everything let's do that for standard deviations again that should pick up almost everything and for standard deviation so let's go that we're going to say the numbers of of standard deviations which I'm just going to say sd's in our chart the number of x's that we want are going to be equal to uh well let's four let's just say four of them and so that means that the lower x and then the upper x we can calculate so the lower x is going to be the mean the middle point minus the standard deviation 1166 times four of them to go to go four standard deviations and we're going to say okay boom so we've got 80 so I so people don't weigh less than 80 oftentimes right and then we're going to say pounds we're talking pounds I know if you're not in the United States you're like what are you talking about or what a pound what in the world but whatever that's how we do it man so now we're going to say the upper one is going to be 127 uh plus a standard deviation times four and enter so now uh 173 pounds is going to be our upper end okay and so now let's let's just build this I'm going to say this is going to be an x of let's go from starting point is just going to be one less than this one or or 80 you know at the lower end I'm going to get rid of the decimals because I'm not going to do the decimals here I'm just going to take it to the whole pounds and I'm going to drag it well let's do 81 so we can see the pattern get rid of the decimals select those two I'm going to drag it down to 174 174 and that should be good so I'm going to drag it down until I get the pattern down to 174 that doesn't even fit me man I'm because I'm yoked up what about my someone like me that's like huge like Arnold Swartz snager but not now because he's old but like when he was I'm not you know when he was not old no anyways uh so now we're going to say p of x we're going to say this equals then norm dot disc so we've seen this in prior presentation so we're just going to take the norm dot disc I won't do the spill function this time I'll just do the normal process I'm going to take the x comma the mean the mean is outside the data we're working in so I'm going to f for it making it absolute so it will copy down uh and not move that cell down comma the standard deviation is that one again it's outside the data I'm working with I don't want it to move down so I'm going to select f for dollar sign before the f and the three making it absolute comma cumulative not cumulative false or zero and then enter I'm going to percentify it home home tab number group percentify you better percentify if you want to recognize I still don't recognize it's still zero but if I double click on the fill handle copies it down and there we have it now if I if I was to total this up total and say alt equals to some trusty some formula we get one or 100 because basically all the data is in there all right so that looks good and so so now I'm going to say okay uh so so now let's ask well let's see how closely that fits to our actual data now now remember our actual data is actual samples not given to us in percents so I want to either adjust my actual data to percents or adjust this curve to actual data right so first I've got to take all my information here and group it together and that's going to be our frequency so this is going to be actual frequency actual frequency and then I'll wrap that home tab alignment wrap it center it black white so so this is going to be the one where we're going to say the frequency is going to tell us everything for example this one that is above 80 up to and including 81 is going to go into that bucket when we count our actual data all right so we're going to use our frequency which is a spill array function frequency tab I'm just going to select all of our data with the little arrow selecting all of the data comma and then I'm going to select all of my x's by putting my cursor on the top x control shift and down arrow don't want to pick the total so I'm just going to say shift up and then control backspace to get up to the top without the dancing frequency ants uh stopping their frequency dance and then I'm going to say enter and boom spills it on down so these are the number of of occurrences of these datas that are are in between 100 in this case or above 100 up to and including 101 I don't want it to it spilled down a little one more than I wanted it to go so I'm going to double click here I'm going to get rid of that last one so it spills out right to there now if I sum this up how do I know it picked up all my numbers well if I say alt equals down here summing it up comes out to 25 000 and I could say does that equal my count of data right I can check my actual count say how many data points do I have over here imagining these are our bunch of data that we actually counted right so we're going to say this is going to be count I'm just going to say count all of my data how many are there there's 25 000 we picked up all 25 000 are represented in one of these buckets so that looks good check confirmed so now I can either convert my percentages to counts by multiplying all the percentages by 25 000 then I can then I can compare my actual to my to my uh the smooth curve or I can convert which is probably the better thing to do the actual frequency to the percent by taking the percent of the total and I'm going to say let's go home tab numbers black white wrap it center it and I'm going to do