- Predicting the model three is gonna be fun,
everything around like when it's gonna be delivered,
what the final cost might be and all that
and I'm super excited because I found a great data source
for this at model3tracker.info.
So today we're gonna dive into that
and I'm gonna show you what I think the top features
that are gonna be purchased and upgraded
for every single country in the world
and then for every state in the United States
as well as every state in Canada.
Hey guys,
thanks for joining me here on Teslanomics.
I'm Ben Sullins
and I'm super excited because,
as I just mentioned,
we're gonna dive into some data that we got
from model3tracker.info.
So first, if you're unfamiliar with that,
it's a site where you can enter what reservation you have,
what options you're choosing and all that,
and get things, like a cost estimate.
It's using some currency conversions
and it's really well-built data.
It's a great data collection tool.
I wanna show that to you and dive in
and then we'll get into the analysis I've done
and I'll show you at the end how you
can actually help make this project better.
So let's dive in now to model3tracker.info.
So here on model3tracker.info,
you have basically on the front
nothing but a login page
and if you don't already have an account,
you'll want to go to register
and then after you register,
you'll be able to enter your reservation
and this will give you all the tools and everything
to help do things like estimate the final cost
and figure out what the configuration you might want is
based on some of the priced estimates
that they've put together.
If you're aren't familiar as well,
they also have modelxtracker.com
which is similar, but for the model x.
In fact, they just kind of copied this over
and made this site for the model 3.
Now, I already have a login,
so I'll just go ahead and enter that and click login.
And when you do so,
you get some really good information at the dashboard here.
You can see your summary statistics
or these are at least for the overall community.
You can see the reservation tally
and some of the other interesting things
that are going on with the data that people have entered.
So you can see so far,
they have about 66 hundred and 45 records entered
from 8,000 different users and you can see
exactly what's going on there.
So this site is really just a cool data collection site
as well as they have some different
dashboards and visualizations here.
But we're gonna build our own and take
a look at some of our own analysis.
Now when you enter a reservation,
you have it entered here.
You can view all the records and I can even add more.
Then I click on vehicle,
and you can see where I get the drop down for everything,
the city, the state,
and that's what we'll use to actually map things out.
Then down below you set up the configuration,
so what the battery you think you'll get is
and it even has prices here in USD.
I believe is you're in a different country
it'll convert them to most places.
There are some exceptions, I believe,
because just currency conversion
and it's so fluid in it changing so often.
So take all of this as estimates.
So then once you're in here you can, again,
just enter all that stuff and at the
very bottom you get a cost estimate.
So you can enter your budget and that's something
that'll be super helpful for us to analyze.
And then here's the estimated cost
based on your configurations.
So they have some modeling and different ways
that they've put that together
and of course, it's just speculation at this point,
but hey, it's fun to play around with this data.
So I've actually partnered with them
and they've given me early access
to some of the more detailed level data they have.
So in this video what I'm gonna do
is show you what's going on with that
in terms of the top features by country.
Let's switch over to our data now and see what we have.
So on my dashboard here what I've done is
for all of the states in the United States,
I've listed what the most popular upgraded feature is
so the highest one that will be upgraded
by everybody that's entered a reservation.
You also have a summary here.
You can see that for the US
from model3tracker.info.
We have close to 4,000 entries,
3,400 of them are being upgraded
and we have a overall percentage of about 87%.
So when I publish this out there,
and this will be available on teslanomics.co,
it'll be a link in the description of this video.
You can see this live
and I'll update this every week or so,
whenever we have new good amount of data coming in
and that's where you can actually help
and this will change over time.
Now for the states up above,
when you hover over them,
it shows you all of them.
You can see some states like South Dakota,
there might only be a couple entries,
and they chose almost every option to upgrade,
so that's why you have the comma-separated list.
Now because it doesn't make sense
to try to put that overlay on the state,
it would have to be incredibly tiny,
I only took the first one, the first words.
So it has the most popular one,
but in some cases,
you know the color coding might be different, right?
So autopilot down here is a different color
then autopilot up here
and when you hover over it,
you get to see the full list of options
that are basically tied for first.
You can also select on the right
any one of the selections
like if I wanted to see all the states
where autopilot is the most popular,
I can just click on autopilot
and if I wanted to see, conversely,
all the ones where drive is the most popular.
So this is just a fun little tool as you can kinda see
all the different states in the United States
and which ones are doing upgrades.
And if you wanted to dig in to some more details,
you could do so by clicking on a state
that you're interested in.
So for example, I live in California,
so I click on California.
And then down below you can see for the data we have
we have 963 entries,
833 upgrades,
giving us 87% of people that are upgrading.
And then I also listed out all the reservations down below.
So I can hover over the state and
get the overall number for the state
and then you can go down into
the individual data points here
and see in Burbank, we have six reservations.
In Los Angeles, we have 82.
In San Diego, we have 71.
Let's go up to San Francisco,
San Jose.
So you can kinda dig in there and you can
even search if you want to.
So let's say I wanna say search for San Francisco.
You can see exactly what the map shows for San Francisco.
So this is just kind of a fun way
to dig into the data for the state level.
And then on the right, you may not have noticed,
but the bar chart actually updated as well.
So now they're in descending order
with the most popular on top
all the way down to the bottom.
Let's take a look at a different state.
For example, maybe one of the states with drive and it,
like New York.
When I click on New York,
you can see that everything was changed and updated
and 72% of the people are gonna
upgrade the drive in New York,
67% upgrade the autopilot,
60% upgraded the interior weather.
Obviously, it gets cold in New York.
And then you can see down here exactly
where those reservations are coming from.
So New York City.
You can see White Plains,
you can see Buffalo, all these different things.
So I just think this was just fun,
especially if you're a model three holder
or if you're just interested in what's going on with it.
A tool to kind of explore the data
and see where it's coming from
and what people are interested in
in terms of what features they wanna upgrade.
Now let's take a look at Canada
and I couldn't leave them out
because this is actually where the guys
that make model3tracker.info live.
So I had to include Canada for sure,
but it's also I think relevant
and kind of helpful and interesting.
Obviously the weather in Canada is much colder
than most of the United States,
so you can see that a few of the provinces in Canada
actually chose the interior weather package
as the most popular one.
So again, if I click on something like Quebec,
you can see that 90% of people there
are upgrading based on the data we have,
granted it's a small sample right now.
And then you can see exactly where those are coming from.
So if you wanted to see,
let's take a look at Montréal.
You can see exactly what's going on.
So you have 58 reservations there
and PQ is another one which is in there,
so you can count that as 60.
So all the different areas inside of there
and in fact I can just zoom out a little bit
and you can kinda see exactly where
all the reservations are near that area.
Click off of that and go back to the original one.
So there you have it,
so that's US and Canada by state.
Now I wanted to include the EU as well,
but breaking it down to the state and province level
is kind of hard because the naming
and a lot of the data is a little bit messy
'cause it's a free-form field.
So I kept it at the country level.
So here you can do this for the EU,
where again you can see 1,700 total entries,
1,500 are upgrading,
giving us an 89% upgrade rate.
And then the same functionality exists.
So if I click on something like Sweden,
you can see it will upgrade over here.
Autopilot at 74%, battery at 70,
93% overall upgrading.
That's pretty high.
And again I can actually zoom in
and kinda see all the different areas there.
So this is just a fun way to look at some of this data
that I think is super interesting.
I also have a world map
and the word map is trying to show it by country,
what is the most popular feature.
It's kind of fuzzy again because
there's not a ton of data for every country
and also really some of these countries are quite large.
So I think the other ones are bit more interesting,
but I just thought that this would be kind of fun
to throw out there as well and see which countries
are having autopilot as a top one.
But there you go.
You can see a lot of Europe, the UK, Sweden,
the United States and Australia,
as well as New Zealand.
So you can kinda see just kind of a fun look at this data.
So there you have it,
some fun data to look at and play with.
Again, this tool will be available at teslanomics.co.
You can go check it out there.
Just search for model three top features and you'll find it.
It'll be a full-screen map
and you can kind of play around with it.
Download this data, do whatever you want.
Also, if you're on the email list,
I'll actually send you a downloadable copy
that you can analyze on your own machine,
whether that's a Mac or PC.
So thanks for joining me again
and I hope to see you back here next time.