If you if you could please make your way to the seats, we'll kick off very shortly. Thank you
There's still some seats in the front don't be shy
So welcome everyone this is
The final session for this open repositories, and I think as it's sort of good custom and practice. We've saved the best for last
You survived workshops
panels
presentations boat trips
minute madness
All to see Heather. I'm really excited to have her here
I think when sort of looking for your academic CV, it struck me that you're a little bit like a sort of Renaissance woman academic
So Heather has studied electric
Engineering she has about 10 years experience as a developer and computer scientist. She has a PhD in bioinformatics
She's done research on research data reuse and availability and in her spare time
She's also founded one of the key perhaps D key open access discovery service
and
It's co-founder of of impact story
You probably all have come across
Unpaywall or very likely to have used it even if not directly then in a range of even commercial products where it's now built in
so
when we thought about who to invite we saw Heather would be great because she has a very broad perspective and
She's now going to talk to us about a breakout moment for open repositories
And I think reflecting on what we've seen at my conference and all the exciting papers and how much momentum there is
both in terms of policy and uptake
Perhaps this is indeed the breakup moment for open repositories over to you have it
Good great. I am thrilled to be here guys. Thanks so much. I'm really excited to be here
I'm Canadian and so therefore I'm gonna talk about hockey
Because everyone's know how it's good to make those stereotypes come true. So I'm gonna I'm gonna represent right now
It was actually the Stanley Cup finals last night. So game seven. It doesn't always go to game seven
It was just last night the st. Louis Blues won. They've never won before they were oh, we've got someone who's happy about that
They've never won before right there the oldest team the oldest original
Right. So this this picture is from last night. Very happy person. So good day to talk about hockey
Another reason I want to talk about hockey is that I have a company a small company. It's eight years old
It's a nonprofit that I co-founded with Jason preem right here
And so small companies as well as big companies are always talking about hockey stick growth, right?
You guys have probably heard of hockey stick growth. So here we are talking about hockey
What they mean by hockey stick growth is over time
Then you plot your growth or revenue or users or whatever. It sort of goes along slowly for a while and then takes off
Okay, so here is some examples of
Percent adoption these aren't really start up things but they were of course start up things at one time
Right in their early phases before they got all sorts of growth. They were start up things
So here for example is color TV. So it started off pretty slowly than taking off now
Not everything follows this trajectory, but lots of people want their things
Especially when you're in this low part
You really hope that you're gonna turn the corner and get into this high growth opportunity, right?
So why is hockey stick growth relevant for repositories right now? I think it's because we're right here
That's what I think. I think open repositories are right there right now
She's a really super exciting moment
And so what do I mean by that what what evidence do I have that that's where we are I
Got two bits of evidence. I want to talk about the first is that right now
We have proof we have evidence that content in
Repositories is being used by more people than ever in a really explosive growth way
There's a huge growth in recent users and in users just in the last few years
So I'm gonna talk a little bit about that
Then furthermore second open repositories are uniquely positioned with trends going on right now in the big world
To be fundamentally important going forward with huge growth in users and influence
So I think there's been this big adoption and I think it's just gonna keep on going
So that's what I'm gonna talk about with you today. So let's dig into those two things
First that open repository data is reaching more people than ever before
So I want to give it a bit of an apology my my what I know about repositories is very article centric
And I do know that there's and lots and very research article centric frankly
Very do I research article centric and I know that for a lot of you in the room
You've got a lot of other stuff in your repositories, too, right?
So I want to fess up and admit that I'm gonna talk about what I know
Because that's got value, but I'd love in the questions if people want to talk about ways
It works or doesn't work with other things. I actually care a lot about research data, which of course
If you have any repositories, that's where I got my start
So I care a lot about what else you've got, but I'm mostly going to talk about articles today
Okay, so open repository data and in this case
I actually mean research articles are reaching more people than ever before
The way I'm about to talk about and I am in the lucky position to know this
Because I'm in the last mile home for a bunch of this content right now via the unpaywall database
So the unpaywall database is really doing this building on shoulders of giants as all of you probably know because it's a lot of
Your shoulders that it's actually built on some in more ways than one
So the early idea both the code the concepts having a button the concepts having a redirector and so on
We're based on work and data from base to some and open access button and others
So I want to give them a really big call
It wouldn't be here if it weren't for some of that work and it currently uses data from cross off DOA J
PubMed Europe PMC and
Applause, please all of you guys
So unpaywall couldn't do what it does I'm gonna get to what it does in a minute
So if you don't know that much about it, don't worry
I'll help you out, but it couldn't do what it does without all of the repositories
So since we are gathering data from that and redistributing it
I have some insight into who's seeing it that you guys might not have that I want to highlight for you
So unpaywall is actually a database of all the DOA's in cross ref and metadata about them
Particularly where we have found an open copy of that paper somewhere on the web on the publisher page
Or in a repository usually so we of the 100 million DOA's there now are in cross ref
23 million of them something like that
We have found an open copy for which is pretty fantastic
For things published more recently, they're more likely to have an open copy
So this database is unpaywall. The database is unpaywall
This is the landing page on paywall.org in case you want to check it out
And I think you might because that products drop down right there if you haven't gone and seen what's there
I think you'll want to the integrations is probably out of date. Actually, I need to fix that
You may actually recognize unpaywall better from this image though. That is we have a free browser
extension for Chrome and Firefox and when you're on an
Article page that might otherwise be paywalled and we have found a free copy of it somewhere on the web
There's a little
Icon that looks like this that pops up turns green and you can click on it and go straight to the free text article and so
That picture is how lots of people know and represent unpaywall and I've got some stickers later if you want
So the extensions used by a lot of people it's used by more than
200,000 people which is pretty cool
Especially for a nonprofit and we're pretty happy about that
now really
That said Google Scholar has an extension too, and we don't talk about this very much, but is it two million?
I think two million installs
So 200,000 is great
but it pales in comparison to Google Scholar's extension to be honest and Google Scholar has got a pretty great page where you can
see the
links to articles that are in
Repositories and I understand Google Scholar came and gave a keynote kind of recently and and like Google Scholar is doing a good job here
And in fact in the first keynote that we open this up with
Jeff said you can't out Google Google
Right, which like there's something there like Google's Google's got some resources, right?
Both in terms of money and in terms of data and in terms of eyeballs like they've really got some resources
But here's the thing
We all did out Google Google and I'm gonna tell you how and why and show you together
We all out googled Google because on paywall is the result of the work of everybody in this room
right and paywall couldn't exist if you guys hadn't been slaving away for
Years building the repositories and getting them filled with content that on paywalls then serving and it's serving to
web of science
Scopus Europe PMC so to be clear almost all of the open access in these databases is coming from on paywall
dimensions lens
OCLC ProQuest Capernaum open access button core open air base the Internet archive the British Library and
More than a thousand academic libraries worldwide
So the the academic libraries are using it in their link resolver. They're using it to fill their irs and so on
All of that in the last two years
It's also used in a bunch of reports. It's used in the EU open science monitor now
It's used in slice and dices like a paper that we wrote which with this graph that you might have seen about
Trends in OA over time the Leiden University rankings in terms of OA
Like last week Nature News did a take on OA by country
So it's used for lots of slice and dices and the reason it is used for all of that is that it has an API
Google Scholar as we all know doesn't have an API
Right, so that means that all those integrations couldn't happen
So two million people do have it in there as an extension in their browser
Which is great and people do go to Google Scholar and it's really effective for that, but the eyeball like magnifier
To having this open access data this link to the papers that are in all of your repositories
Having that in Scopus having that in web of science those guys want it there because it helps them sell their databases
Because people in their institutions don't otherwise have subscriptions, right?
Have it get in Europe PMC or if people are looking at health conditions
They can find anyway you get my gist so having so all those integrations are dramatically increasing the number of people
Who are coming and finding papers in your repository?
Repository is that otherwise they probably wouldn't read or would need to pay a lot of money for
So this API is getting two moon calls a day
it is also
Licensed for commercial use right that's another key part even if Google did have an API it would have to be a license for commercial use
Yeah, I'm getting ahead of myself anyway because of all this
Nature wrote an article called the rise and rise of on paywall
Which is a pretty great headline right and really that means the rise and rise of the work that we've all been doing
To get it there
They gave a few numbers so these are numbers
I don't have numbers of users unfortunately right like how does having open access link in web of science?
How many how many extra users does that mean are clicking on the open access links?
I don't know so I can tell you right now though the number of
articles that had
Free full text link to from web of science was 2 million and then they pulled in on paywall and it went to 12 million
So that's pretty fantastic scope is what from 1.5 million to 7 million
Europe PMC
Which I would have thought would have had like most of the free text there right because they're PMC that all stands for
Sort of freely available, but no even they jumped from four point six to seven point three because they weren't getting stuff in repositories
or hybrid pages or so on before
So let's let that sink in for a minute because all those integrations as I've been saying mean a lot more
users
for open repositories
And I think they're not the sort of users we often think about because they're not the users who are depositing
And they're not often people in our own
Universities who are doing discovery on our own repository pages right they're users from who knows where?
Coming and reading the articles that we've got
I
Don't know if you guys get emails like this we frankly don't get a lot of emails like this
But we get some right read the bit they're
Genuine genuinely kind act of academic humanity
So I do keep this somewhere where I can read it every once in a while
And I really want you guys to read it too because I think this is like part of what we're all doing
Right, and I think we've all felt a little bit like this about various things on the internet
But we normally don't take the time to write it down and tell people yeah
But the fact that sometimes people do mean there's tons of people out there who aren't writing it down
But they're still feeling it and if they're not feeling it as hard as this guy
they're still feeling it a little bit, and I think it's easy to lose sight of this and
Yeah, so if you want to read it every once while these slides are gonna be available afterwards
And I suggest you pull it up, and you know that this is about you as well
Okay
Okay, so and none of those integrations would have happened with just a Google solution
Right because it wasn't the Google solution wasn't open enough to facilitate all this additional use
We out googled Google because we built an open API and other mechanisms of getting the data basically open data right
On the shoulders of your great work
Because this is this conference has a bit of a nice techie bent to it
I really want to take a moment for a tech stat call out because I am a developer
I'm actually the one that wrote all the code behind the on paywall backend to start with
I'm not the one that maintains it anymore, but if you've got techie questions. I am your girl
So it's built on Python flask escrow alchemy sickle is the library
We used to pull from all of your OII PMH endpoints
Upgrading it recently really helped some bugs about dates. That was good
We use Postgres a really big postgres database
Including a custom queue that we go through there. That's our queuing mechanism. It's all hosted on Heroku an
impact story is only three people
And so we're sort of paying Heroku the equivalent of another developer
So we don't need to have so so that we can just just make that work and the code is MIT licensed
The data is openly licensed
So there's different ways to get at the data in case you don't know some of these they might be helpful for you in your
Repository they might be helpful to help fill your repository. Sorry. They might be helpful to help fill your repository with
Content that you're not sure if it's openly on the web and you can pull it in
Or you don't know if you're yeah
Anyway, here's that so there's various ways to get at it. There's an open API. That's the form of the API
There's documentation on our site. There's this redirection URL
I think that's not documented very well
But if you type if you type that in it will take you it will redirect to the openly available
Copy if there is one and if there isn't it'll just take you wherever do I org would have taken you
So that can be handy sometimes to have that form where you might have otherwise put a do I org URL
Because it'll take people to an open copy if there is one
There's a CSV download I forget exactly but I think you can pick just paste in we've got a box on our site
5,000 DOIs just one per line and it'll email you the
CSV and the JSON raw data about that. We do a full data dump every six months
So as you can see, we're really trying to get the data out openly as possible
the extension as I said, and then we do have this is our
Sustainability model a subscription to a weekly update feed and an uptime contract
For companies that want that so that's how we keep it all going and keep it open for everybody else
So I think I am maybe short on time here want to ask lots of questions
I'm gonna leave time lots of time for questions. So feel free to ask me more about any of these things in question time
I would love to tell you about why did we do this on paywall thing? Anyway, it's kind of a fun story
More about the technical details or more details about the sustainability of a nonprofit
We'd actually really like to be really
Forcoming about all of this because I think it helps
Others who are you know, trying to do similar things to do being there done that and so I'm happy to tell you embarrassing details
Okay, so that's that's the insight that I've got about why there are
More users now than there've ever been to repositories when we think about users broadly
Which I think we should there are way more users now than there were just a few years ago
But a bunch more users isn't enough to be a hockey stick moment because it has to keep growing and keep growing fast
Right, you can't just have a bump and then go back to the same speed. It's got to keep growing
So I think there's some real reasons why now I'm not sure if you just all sit on your laurels
This is gonna happen. But I think if you don't sit on your laurels, I think if you're hungry and think big
I think it's a hockey stick moment. I think you've got the wins at the back of open repositories right now
for continual growth
So I'm gonna talk about briefly about five different trends that I see and how I think open repositories are uniquely placed to capitalize on them
And I think these trends most of them aren't all that insightful. So I don't want any credit for
Insightfulness of the I think the fact that AI is popular is kind of out of the box now
I think that's I think that's new better. Yeah, but anyway, we count them in and I think that together
You can see there is a real
Zeitgeist dare I say for open right now
So people are thinking about who owns the research output, right?
So this is the discussion people have been having for 20 years or more now
about open access articles and
licensing and open research data and so on and whether all of that belongs to the for-profit publishers in which case it's
not so open
To the authors to research gate. How's all this gonna shake out, right?
and I think that
People there is definitely a feeling people want it to shake out
where all of this stuff is owned by the authors or the communities not locked away in silos of
Publishers not locked away in silos of
commercial repositories or whatever
social media platforms research gate classifications in so I think there's there's
The extent that the open access movement and the research data movement are really pushing ahead
That's part of the moment that's making open repositories super relevant that one's pretty obvious a
Second one, which I think is really taken off not in the last 20 years
I think in the last like three years it feels like to me is who owns the pipes
So who owns the infrastructure?
Right, so the paper could still be copyright the author
But if it's hosted on Elsevier site
That means Elsevier has all of the metrics about who's reading it and how often they're reading it and how many pages are they
Reading it and so on. I don't need to tell you guys this you live and breathe this but
If it's an Elsevier then gets to choose how much they want to share that
and
Their incentives are different than if they'd be in a member of a community if they'd been a nonprofit and so on. Yeah
so
Who owns the pipes the infrastructure the the plumbing is is really a question
What who controls the metrics the costs and often the licenses at the user experience?
I mean this is this actually who controls so much of it, right?
That list could go on and on and like I said, I think people are starting to care
In the US there was a group that got together last summer called J rost
I don't remember what it stands for now, but it was a group of small startup nonprofits that basically had open source
In skull calm. They're all making tools and we all got together to share
success stories war stories funding stories all sorts of things there were about 50 of us or something and
It feels like it's a real there's real momentum there and it's out of that group that this invest in open infrastructure
Initiative has come about that you guys probably just saw
Mentioned the last week or two
Scoss has been going on in Europe for a little while now, right? How do we fund DOA? J? How do we fund?
Some of these things these open resources that we count on people have talked about it
2% fund Peter super is critiquing plan s in a way. I haven't seen him critique things before
He's saying a problem with the plan s
Details is it doesn't specify that things need to be hosted on open infrastructure and that feels like it's raising the bar
In a place that people hadn't taken the time to critique things for that before
And here's the thing. I think you guys realize this but I don't think everyone else realizes it
And I don't think maybe you realize it hard enough
You guys are the most open infrastructure in all of skull calm best. I can tell
Like you're already doing this
Right open repositories. It has open right there
You guys are doing this in a way at a percentage level at a at a market share level like in
repositories in a way that publishing isn't
Metrics aren't
peer review isn't
Chris's whatever that's called isn't right. I mean
repositories
You're doing open infrastructure and that's super exciting because people want to do open infrastructure
But they mostly haven't before and you guys have so you've got all this knowledge
And there's lived experience about what's gone, right? What's gone wrong what you can't tell it
But it's messy and someone should figure this out
Like I get you're kind of in the weeds on like not in the weeds, but like you're living it so much
It's hard to think about it top-down
But people I think are really interested in your top-down
Experiences right now because other people are trying to do this in other areas of skull calm
And I think really appreciating how much you're out ahead is is a thing
I hope you really take away because I think you should and I think that you should tell that story
To others so your experience is one that others need to hear I don't think people understand outside
You know you and the people who talk to you often. I'm not sure people understand how much repositories are different. They are like
Open source and nonprofit and and owning the pipes in a way that I think a lot of people aspire to for the rest of
Skull come and that means what I think you guys should do is keep talking talk about that
Talk about that a lot write about it and write about it not just in academic articles
Which is great, but people really only read them when they're researching when they've got their research hat on right
That's when you go read academic articles
I know blogs are kind of passé, but I think if you link to them
Like I think that's a pretty good way people do like reading long read still sometimes
And so my take for what it's worth if I want to know if I want to hear this story from you guys
Which I think I do I think writing blog posts, and they don't have to be great
They don't have to have it all figured out just saying here's what we know here's what we don't know and the more people
Who do it trends will emerge and so on
Propose to lead things propose that you're good at things so that general idea anyway
I think you guys actually know more what you should be doing there than I do right whoops
Including maybe about how to keep this on
It's a good thing I'm not going skate, so I'm gonna cut it
Oh
Did it okay
Hmm well, that's what it looks like on my screen too. Maybe that's good
I
Hope you're all thinking about what I said and thinking about ways
Well, okay, let me start again I
Just bragged on Twitter recently that I really like debugging and now I feel like
I
Seen this problem before have code
So I was just talking recently about my laptop
So it's six years old, and it looks like this has so many
Stickers on it that I love and I'm gonna be so sad when it dies, but the possibility of it having a
Port that I just ruined
My darling six-year-old laptop
Sure, that's probably a good idea
Oh
That was I saw that too, okay, I don't think that helps does it
Sorry guys
Oh
But my I actually can't see enough to
Do you have any chance of an online copy? I know that was silly, right?
Well, I found out we yeah, okay, we're now trying the classic windows
Okay, okay, we have a screen should I try it on here again, that would be easier
I
Okay
And we're back hold on let me make sure my no one in my family's gonna what's that up us during it
But I think we're good
Okay, okay
Here we go a recap
Okay, thanks guys sorry about that
Okay, there we go
Thanks
Turn it off and on again really it doesn't feel okay, and I'm gonna not do that again
Okay, so finally keep choosing open partners
So so you've got lots of the open unlocked right around the repositories and lots of other parts of it
Don't have open options yet, right?
It's pretty hard to get an open option for metrics or for a Chris or something
Yeah
keep your eyes open because I think they're gonna start showing up and if you guys can be to the extent that you either
Can be early adopters of those things or early adopt early champions?
Give them give them encouragement give them feedback be beta testers, or how do you say in the UK big beta?
Whatever the other way to say beta is anyway beta testers
Thank you
Yeah
Adopt them because I think early on right they're gonna be small
Attempts going against big established
Solutions and if we want them to be a real option
We're gonna need people to choose them even when they're still a little shaky
so figure out when you can be the people who choose them when they're still a little shaky and
And do that I think it helps to build this
Owning the pipes that we want to do and remember that non-commercial restrictions hurt
So all of those integrations can't have happened if on paywall put a non
Commercial license on that yeah, I mean it doesn't get to be in all those things and the world's better when it's in all
Those things so non-commercial licenses aren't they aren't just being nice. They aren't just being friendly
They actually reduce the usage of things so think about that when you're choosing them
Okay, another trend posting preprints. We all know that this is currently popular right it like I could have put up the graph
It's its own hockey stick graph right more and more people posting preprints now
Repositories are obviously a natural host for preprints though
I do know lots of people won't want to put their preprints in their institutional repositories
They'll want to put it in their discipline repository or something like that right?
I know that but also you guys know about preprints you've been in the preprint game before preprints was what it was called right?
Like you know and you also know that if preprints keep being popular and people keep wanting to do that
It's gonna float all boats right preprints are so much like what you actually do want to fill your repository with
I mean you like to fill it with preprints don't get me wrong
but it you know your your natural experts in this area and and I think both
riding on that preprint wave and
Encouraging it and bringing your expertise to it is one of the ways that you can help
Do the hockey stick growth of open repositories?
Okay
Some more trends big data, right? This has been a trend for a while now
But I haven't have you how many people have played with big query redshift apache spark or something else?
I should have put on this list and didn't know enough to do that
Yeah, so they're fun right they're really fun
And they're really empowering and you all of a sudden can realize things you could do that
You didn't know and they're not that hard to get started with you could put tons of day
You just put tons of data in it's not that expensive and you query it with SQL like normal things
it changes your mind about what you think is possible and it also changes your mind about what you think other people might want to
Do with your data right how they might want to mash up your data in big query
How they might want to combine your data with somebody else's data?
I think it's a it's a place where it's a real mind-opening. It's not too late to jump on this bandwagon
You're not too late. It's okay. If you don't know it yet. It's easy to learn at some level, right?
You can do it. Anyway, if you want to you totally can
Yeah, so that open air is already doing some great stuff here. They're good people to talk to we are there's lots of people
You can talk to as well
Okay, here we go artificial intelligence, right? Everyone knows that's a trend and it's
Subset machine learning and it's subset natural language processing. So core is a leader here. Oh, sorry that's on the next slide, but
you have a lot of text right and
People want a lot of text right now people are doing their natural language processing learning on
Email and on movie reviews and things like that because those are the corporate that they easily have access to
So we are getting really good at some of the tasks related to those corporate
But we're not getting as good at tasks related to the scholarly literature and partly because that those
That data hasn't been easily available now it it brings up questions of licenses
It brings up questions of can you get if you get PDFs?
Can you get the clean text out of it?
But I actually think that's an area where repositories need to get really good to the extent that you're not really good at that
Right now. It's an area like that. Maybe not every single university their people need to be good, but in general
It's a it's a thing that um
It's an area that you don't want the rest of the world to pass you by on that. Yeah, it's an area where um
where
OR should be
Taking advantage of this moment to ride that curve and propel it and so on and you can you're not too late
I
One great way I just want to say you've got people doing natural language processing in your universities right now
Maybe they're in your med schools it lots of work in this and bio lots and digital humanities
Obviously lots all over the place talk to them
See if you can become a resource to them apply for grants together host
Competitions that they would apply to or or go to domain conferences and host anyway
I think this idea of being like Center of expertise for doing
Research on the data that you've got is really powerful
Okay, so all of this means I think I think often there's users in your institution
That are users of the repositories to to post data there to upload yeah
There's also all these users around the world for discovery and use and I know that you think about them some
Partly what I'm thinking what I'm suggesting is think really big think even more out of the box about who hasn't been part of these
Conversations and that you could engage in could be
So in summary these trends for supporting this growth is a yeah these you know
Okay, and that's how I think we can get the hockey stick growth
You're probably thinking yeah, I have a day job
How am I gonna find all this time to do it, and I think that you know that better than I do right?
I don't know I do have one observation from being at the conference for the last few days
And maybe this doesn't apply to you. Maybe it only applies to the person beside you so I think that could be true
But one observation is that because things are open source it feels like people do a lot of customization
Like a lot, and it's a little hard for me to believe that all the universities have such diverse needs
Like I bet yours does I bet each of yours does
But like there's a lot a lot of resources into making things that are
Really specialized for that for what somebody in your institution said
And I think that that
Spend I won't say wastes spends
Spends resources that could be used doing bigger things big things outside
Yeah, so my suggestion is where you can try to satisfy
Right that combination of satisfy whatever satisfies on the on the things internally and remember
That's not your whole job. That's not all you have to do
Being on that hockey stick making bringing your lessons learned to the greater world bringing your repositories to the greater world
That's that's what you've got to do as well
Think about your users most broadly. This is actually a bus in Vancouver. I saw this ad a
Bus is just a limo full of friends. You haven't met yet
Just kind of ballsy, but I like how much it's thinking outside the box right so think about all the users that you haven't met yet
Even in places you're like, I don't think so. I don't know maybe think big
Okay, I want to take a moment to say so. This is Yammer. Yogger
He so I moved from Canada where I didn't like hockey at all to Pittsburgh where I must admit
I kind of fell in love with hockey. They were winning. It was great
So Yammer Yogger was one of the reasons they first started winning. He actually is from the Czech Republic
He is the second highest point scorer in the NHL like he's legit good
And the top point scorer of the European from Europe, I think
But what he's perhaps most known for is his hair
Which is good hockey mullet hair, we'd say it's business in the front party in the back
And the reason that I mentioned it is because I want to be a little like personal
that's a good thing to do in talks, right and
I when I lived in Pittsburgh, I got my haircut in Pittsburgh and
One time I went in and there was some there was some hair on the floor. They were sweeping it up
They're like, do you know what just happened?
Yogger got his mullet cut off. So I was the haircut right after the haircut
So I was telling this I was getting ready to tell the story and I was trying to say
Well, how do I say about this hair and it being a big deal? And I feel there's blogs devoted to his hair
So you just never know who the users may I don't know it feels like there's a tie in here somewhere anyway
Someone's missing his and also his hockey again. He's the second highest point scorer
Like they're really into his hair this shaped game hair on way to anyway, so there's even a bunch of people
The traveling yoggers so he played until he was 45 that does help you be the second highest point scorer to be fair
But he didn't get like sick. He just kept on playing. He's a really great player
So these are traveling yoggers and they travel to his games all dressed up to with hair and costume
Which is pretty awesome. So the truth is I just have more normal hair
I think like all of us even with our more normal hair
And without a fan club devoted to our hair. We can still do some of this great thing
Even if we're not really into hockey is what I also want to wrap up by saying you might not be into hockey
That's okay. You might be into field hockey
or
Golf, I think it also looks like a golf. What do you think?
or crochet
I
Think if you brush your teeth, I think that's actually a place to you or like to sit on the couch
So what I'm really trying to say is like for everybody
I think there's ways you can think big and out of the box and do great work
And I do have a video it is a good time to play or should I not it's three minutes long
Should I skip it or play? Okay, I'm gonna play
Okay. Now this actually I'm gonna whoopsies. I'm gonna try to I'm gonna try to play it
Um, it's possible. I'm not on the internet anymore. So if it doesn't work, it doesn't work
Okay, I'm going to
Stream it
Okay, it's just gonna take one more minute
This is one of my favorite videos I watch it for inspiration like regularly so it is worth it
You
Right and I got the volume
You
Yeah, so that
Oh, you're getting all my notes. So find a way to make it yours. Yeah, I think I've got play
Oh, we're gonna watch some more videos here by mistake
Okay, think big and if we do we'll all make the world a better place that's it thanks everybody