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Mike Bostock
Visualization toolmaker. Founder @observablehq. Creator @d3. Former @nytgraphics. Pronounced BOSS-tock.
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Published
Data Analysis
By
Mike Bostock
Edited
Oct 20, 2018
Importers
22 stars
Data Analysis
Manipulating Flat Arrays
Nested Groups
Group
Insert cell
Insert cell
data
=
[
{
name
:
"jim"
,
amount
:
"34.0"
,
date
:
"11/12/2015"
}
,
{
name
:
"carl"
,
amount
:
"120.11"
,
date
:
"11/12/2015"
}
,
{
name
:
"stacy"
,
amount
:
"12.01"
,
date
:
"01/04/2016"
}
,
{
name
:
"stacy"
,
amount
:
"34.05"
,
date
:
"01/04/2016"
}
]
Insert cell
Insert cell
new
Map
(
Array
.
from
(
group
(
data
,
d
=>
d
.
name
)
,
(
[
name
,
data
]
)
=>
[
name
,
group
(
data
,
d
=>
d
.
date
)
]
)
)
Insert cell
Insert cell
function
nest
(
values
,
...
keys
)
{
return
(
function
regroup
(
values
,
i
)
{
if
(
i
>=
keys
.
length
)
return
values
;
const
map
=
group
(
values
,
keys
[
i
]
)
;
return
new
Map
(
Array
.
from
(
map
,
(
[
k
,
v
]
)
=>
[
k
,
regroup
(
v
,
i
+
1
)
]
)
)
;
}
)
(
values
,
0
)
;
}
Insert cell
nest
(
data
,
d
=>
d
.
name
,
d
=>
d
.
date
)
Insert cell
nest
(
data
,
d
=>
d
.
name
)
Insert cell
nest
(
data
)
Insert cell
Insert cell
function
rollup
(
values
,
reduce
,
...
keys
)
{
return
(
function
regroup
(
values
,
i
)
{
if
(
i
>=
keys
.
length
)
return
reduce
(
values
)
;
const
map
=
group
(
values
,
keys
[
i
]
)
;
return
new
Map
(
Array
.
from
(
map
,
(
[
k
,
v
]
)
=>
[
k
,
regroup
(
v
,
i
+
1
)
]
)
)
;
}
)
(
values
,
0
)
;
}
Insert cell
rollup
(
data
,
v
=>
v
.
length
,
d
=>
d
.
name
,
d
=>
d
.
date
)
Insert cell
rollup
(
data
,
v
=>
v
.
length
,
d
=>
d
.
name
)
Insert cell
rollup
(
data
,
v
=>
v
.
length
)
Insert cell
Insert cell
Insert cell
One platform
to build and deploy the best data apps
Experiment and prototype by building visualizations in live JavaScript notebooks. Collaborate with your team and decide which concepts to build out.
Use Observable Framework to build data apps locally. Use data loaders to build in any language or library, including Python, SQL, and R.
Seamlessly deploy to Observable. Test before you ship, use automatic deploy-on-commit, and ensure your projects are always up-to-date.
Try it for free
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