what's going on everybody welcome back to another video today we're going to be talking about the best places to find data sets [Music] now why do we need to find data sets at all well you may just be wanting to build a personal project and you don't have the data for it so you want data on a country or a product or just really anything you could want this is where a data set would come in handy where you can just download it and use it you may also need a data set for your actual job and this happened all the time for me I would need a data set on some very specific data but my company just doesn't have that data so I would go out and I'd search for it and I'd find it and I would use it in the actual work I was doing so let's jump on my screen I'm going to show you some of my favorite websites for getting data sets all right so I'm going to start with some of the more popular ones I think you might recognize or know and then we'll get to some of the ones that probably are a little bit more nuanced or you may never have heard of the first one is of course kaggle this one is fantastic I've gotten a ton of data sets from kaggle it's open source anybody can post data sets here and what's great is you can just download it right from here so if we come in here we'll go over to I don't know this earthquake data set and then we'll come down and they'll give a little description of it and then you can have this earthquake data set right here you just click on it you download it and you have the actual data it's as simple as that what's really great is you can actually just search these data sets so if we go back let's say I want one on sales so I type in sales and then we have all these different data sets on sales now some of these are very old four five six eight years old but they're still really good and if you're just trying to build a product or just a project these can be perfectly fine I really recommend kaggle for people who are just starting to build projects because they have such a wide variety of actual data sets the next place to find data sets is Google dataset Search now this is a little bit different than kaggle and let's try this out you can still search for data sets and let's just try the coronavirus covid-19 it prompted us to do it so why not what this is going to do is it's going to search the web and find data sets for you so then you can come over here and you can see it's a CSV it's a zip file we have a PDF and they even can Source in kaggle data sets as well but then you can come in here and you can say it have found data sets and it's going to explore them so you can find these data sets at these locations so it's often not as straightforward you have to do a little bit more digging than kaggle but typically you're getting more reliable sources of data so with this if you're looking for an actual covid-19 data set things like data world is another kind of reputable place to find data sets although I think you may have to pay for some of them on some of these websites but you can find data sets from the entire internet not just one website that's what this is really really good for so you may have to search around to kind of find it and then click on these links and then download it from those websites but this is kind of an all-in-one place to search which is really helpful again just a little bit different than kaggle now the next website is called 538 now if you've never heard of them they're in analytical News website so it's like a data driven website for news I follow them every so often I think they're pretty cool but they also have open access to the data that they use use for their news articles which is just really really cool so you can come over here and let's say I wanted to do um NHL predictions so hockey I'll click on this link and it's going to actually download all of the data in here now you can click in here as well and you can actually look at the data that you're about to download and so you can just download a lot of these free data sets and they're pretty wide and varied um but you know you can kind of look through and find some really really interesting data sets and if you find the news article you can actually go and look at the exact data that they use and you can kind of verify what they're posting and talking about the next website for finding data sets is data.gov now this one is for people in the US although anybody can use it but there should be one very similar to this for almost any local government or Agency for most countries as well so this one is just one that I've used but you can come in here it can prompt you to search for things I'll search for healthcare and what it's going to do is it's going to find all the data sets that they have on Healthcare they'll tell you if it's a CSV if it's an API that's not an API but sometimes they'll have PDFs apis Json XML and then you can click into these like this licensed Healthcare facility listing this isn't a data set that I'm interested in but then you can go and just download it click on this and download that data set this is definitely more government data so for this website it's more us specific state-specific local government specific or federal government specific but they have really really good stuff I've used a lot of data from this website the next place that we're going to look is GitHub now GitHub isn't typically known for data sets but I personally put a ton of data sets in here for free for all my YouTube stuff and so do a lot of other people as you can see if you search for a data set in GitHub there's 276 000 repositories that have data set in them so if you want to search for something like healthcare data set or something like that you can scroll down and you can find stuff for that so this one's nhsr data sets um it looks like this one's for the r Community but we can also use that so you just find their working files and now here's some mortality rates with a CSV so this one is a little bit more tricky you have to really kind of understand how GitHub works but I found a lot of great data sets from githubs from people who are doing projects similar to mine so if you have a project that you want to build you may be able to find the entire project with code and everything on GitHub but also be able to download that data set as well now the last one I'm going to show you is kind of a nuanced one right this is pretty specific but one that I personally am super interested in and there's another kind of government one this is data.nasa.gov so NASA has their own portal for their data so you can come in here go to their data sets and now you can see all of their data that they have just available for free most of this is NASA specific as you could guess it but it's also super interesting stuff the date in here is extremely specific and very very detailed so if you're looking for really specific data sets this is not where I'd go I'd go to kaggle Just for sample data sets this one is like real data thousands and millions of rows of actual data that you could use to build a product or you know do some real research for NASA again you may not use this data at all but if you have a really specific Niche that you're looking for something like Google data set search might be the exact thing because then you can find websites like this for your specific data and Niche so there you go those are some of my favorite websites to get data sets I've used all of those many times for a lot of different things and some of those websites I've even found through Google data set search just trying to find specific data and then I'm like whoa this is a great place to find a ton of other data and so you know as you go down that rabbit hole you'll find you just kind of find data where it is and you find different ways and websites to actually collect and get those data sets so I hope that this was helpful I hope that these websites help you get really good data sets for your projects or your work if you like this video be sure to like And subscribe below and I'll see you in the next video [Music] foreign [Music]