Today,
I
want
to
give
a
little
presentation
about
using
the
JMP
Custom
Map
Creator
and
how
we
use
that
to
develop
a
human
heat
map.
I'd
like
to
give
a
shout
out
to
my
mentor,
Dr.
Benjamin
Caffender,
who
helped
push
this
project
along.
A
little
bit
about
the
Custom
App
creator,
it
allows
you
to
create
custom
shapes
that
can
be
displayed
in
Graph
Builder.
What
this
allows
you
to
do
is
to
take
statistical
data
and
percentages
in
particular,
and
present
them
in
a
color-coordinated
and
color-referenced
presentation.
The
way
that
this
is
used,
it
comes
with
some
built-in
maps
of
the
United
States
or different
places
in
the
world,
is
to
be
like,
oh,
in
this
state,
this
percentage
of
whatever
is
taking
place
is
occurring.
Gives
you
that
heat
map
approach,
but
it
also
allows
you
to
create
different
objects
as
well.
For
us,
this
was
a
dermatology
project,
so
we
had
cutaneous
disease,
and
so
we
wanted
to
show
lesion
involvement
on
what
part
of
the
bodies
were
affected
by
the
disease.
So
we
had
face,
90
%,
we
had
scalp,
but
just
under
20
%.
That
thing,
we
wanted
to
show
this
dynamically.
We
ran
into
what's
the
best
way
to
go
about
it.
We
did
some
digging.
We
found
this
custom
app
creator
to
do
that.
What
we
did
is
we
took
an
outline
of
an
image,
and
you
can
see
all
these
dots.
We
went
in
and
we
traced
this
image
and
created
our
different
body
areas,
and
JMP
will
set
those
into
specific
shapes
where
you
can
input
data
that
will
appear
in
those
areas.
You
can
take
whatever
picture
you
want.
This
is
is
an
example
of
one
that
we
used.
Then
that
data
will
get
incorporated
into
those
areas.
So
you
can
see
over
on
the
left
of
our
image,
really
to
show
the
face
has
significant
involvement
with
the
darker
red,
and
that's
correlated
up
with
the
90
%
involvement
versus
lighter
areas
such
as
the
trunk
or
upper
extremities.
But
the
custom
upgrade
lets
you
create
those
areas
and
then
put
those
inputs
and
put
those
percentages
in
very
easily.
Rather
than
me
talking
about
it,
I'd
like
to
show
you
a
little
demo
of
how
it
works,
and
we
will
get
going
from
there.
I
already
have
JMP
open.
Once
you
install
this
add-in,
it's
going
to
add-in
map
shapes
and
then
custom
map
creator.
We
put
custom
map
creator,
and
we
get
these
different
data
tables
that
pop
up
as well
as
our
map
creator
itself.
So
what
you
do
is
you
can
paste
an
image
in.
I
have
a
file
over
here
that
I
will
just
drag
and
drop
in.
You
can
copy
paste
however
it
may
be.
You
can
adjust
and
zoom
and
that
thing
to
get
it
exactly
how
you
want.
Give
it
a
name.
Now
you
start
drawing,
you
start
tracing.
I'll
just
quickly
click
through
here.
That's
one
shape.
We
hit
Next
Shape.
You
can
change
the
names
of
your
shape
to
whatever
it
may
be.
When
we
were
using
it,
we
had
different
body
areas.
If
you
look
over
on
the
right
at
the
data
tables
up
here
in
this
table,
this
example
X,
Y,
we're
seeing
the
different,
the
very
specific
data
points
or
dots
that
are
being
graphed.
Over
here,
we're
having
these
shape
IDs
be
placed.
You
can
see
up
here,
I'm
working
on
shape
five.
You
hit
Next
Shape.
As
you
put
that
in,
you
get
these
next
shapes.
These
are
linked
between
these
two
data
tables.
Now
we
have,
let's
say,
I've
finished
my
image,
I
have
everything
graphed
out,
you
can
hit
finish,
and
that
will
just
save
it,
or
you
can
also
finish
with
random
data,
which
I
think
is
an
easy
way.
It's
an
easy
wayto
show
it,
but
also
just
to
actually
have
the
data
show
up
in
the
right
place.
Hit
open.
Now
we
have...
This
is
our...
This
is
our
graph.
We
can
see
this
data
they
gave
us
over
here,
shape
one,
I'll
just
drop
this
down
to
one
over
to
shape
five
we'll
put
that
at
100.
You
can
see
over
here,
shape
five,
100,
this
is
our
red
and
has
the
most
involvement.
Down
here,
shape
one,
I
guess
we
have
a
couple
on
the
lower
and
this
is
the
darker
blue.
But
you're
able
to
get
that
stratification.
So
what
you
can
do
is
you
can
either
have
your
own
data
table,
or
you
can
just
put
in
your
own
data
into
these
shapes
as
well,
and
it
will
adjust
in
real
time.
What's
really
nice
about
this
add-in
is
you
can
go
right
here
and
you
can
change
these
gradients.
Right
now
we
have
a
red
to
blue.
You
can
change
it
from
this
yellow
to
red.
We
can
have
that
higher
volume
with
the
darker
colors
and
less
involvement
with
the
lighter
colors
really
easily.
The
two
big
things
as
you're
doing
this
that
are
important
to
know
is
if
this
is
your
own
data
table,
this
shape,
this
name
column
and
the
column
properties
and
map
role,
we
see
here
this
map
name
data
table
is
connected
to
our
example
name.
Jmp,
which
that
is
one
of...
That
is
this
file
over
here.
It
is
super
important
that
those
have
to
be
linked.
If
you
hit
generate
random
data,
it
does
it
for
you.
If
you
have
your
own
data
table,
you
have
to
manually
set
that.
But
what
you'll
notice
is
if
you
manually
create
your
own
data
table,
here
this
shape
1,2,3,4,5
matches
up
perfectly
with
shape
1,2,3,4,5
here.
Those
names
have
to
be
exact
and
those
roles
have
to
be
exact.
If
you
do
that,
then
you
can
have
this
data
pop
up
really
easily.
You
can
also
get
these
data
tables
through
Graph
Builder
as
well.
But
yeah,
that's
just
a
quick
overview
of
how
to
use
this
add-in.
It's
very
versatile.
Like
I
said,
we're
able
to
use
it
for
our
project.
Yeah,
I
hope
this
gave
you
just
a
brief
little
bit
of
guidance
on
that.
I've
uploaded
some
instructions
on
how
to
use
this
as
well,
which
you
can
also
find.
But
I
hope
you
have
a
great
day
and
a
great
rest
of
other
presentation
to
get
to
watch.