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Master Data Science: Information Visualization
By
xaquingv
Edited
Jan 18, 2023
4 forks
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data_AFG
=
_data
.
AFG
.
data
.
map
(
d
=>
(
{
id
:
'AFG'
,
parsedDate
:
new
Date
(
d
.
date
)
,
...
d
}
)
)
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data_ALL
=
Object
.
entries
(
_data
)
.
map
(
(
[
key
,
value
]
)
=>
(
[
...
value
.
data
.
map
(
d
=>
(
{
id
:
key
,
parsedDate
:
new
Date
(
d
.
date
)
,
...
d
}
)
)
]
)
)
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data_ALL_flat
=
data_ALL
.
flat
(
)
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Insert cell
data
=
data_ALL_flat
.
filter
(
d
=>
countries
.
includes
(
d
.
id
)
)
.
filter
(
d
=>
d
.
parsedDate
<
new
Date
(
"2020-09-01"
)
)
Insert cell
Insert cell
Insert cell
Insert cell
Plot
.
plot
(
{
marks
:
[
Plot
.
ruleY
(
[
0
]
)
,
Plot
.
line
(
data
,
{
x
:
"parsedDate"
,
y
:
"new_cases_smoothed_per_million"
,
z
:
"id"
}
)
]
}
)
Insert cell
Insert cell
Insert cell
Plot
.
plot
(
{
marks
:
[
Plot
.
ruleY
(
[
0
]
)
,
Plot
.
line
(
data
.
filter
(
d
=>
d
.
parsedDate
>
new
Date
(
"2020-04-15"
)
&&
d
.
parsedDate
<
new
Date
(
"2020-05-01"
)
)
,
{
x
:
"parsedDate"
,
y
:
"new_cases_smoothed_per_million"
,
z
:
"id"
,
curve
:
"natural"
}
)
]
}
)
Insert cell
Insert cell
Insert cell
Plot
.
plot
(
{
marks
:
[
Plot
.
dot
(
connected
,
{
x
:
"stringency_index"
,
y
:
"reproduction_rate"
,
fill
:
"currentColor"
}
)
,
Plot
.
line
(
connected
,
{
x
:
"stringency_index"
,
y
:
"reproduction_rate"
,
z
:
"id"
,
curve
:
"natural"
}
)
]
}
)
Insert cell
Insert cell
Plot
.
plot
(
{
y
:
{
grid
:
true
,
label
:
""
}
,
marks
:
[
Plot
.
ruleY
(
[
0
]
)
,
Plot
.
line
(
data
,
{
x
:
"parsedDate"
,
y
:
"total_cases_per_million"
,
z
:
"id"
,
curve
:
"natural"
}
)
]
}
)
Insert cell
Insert cell
Plot
.
plot
(
{
y
:
{
type
:
"log"
,
grid
:
true
,
label
:
""
}
,
marks
:
[
Plot
.
ruleY
(
[
0
]
)
,
Plot
.
line
(
data
,
{
x
:
"parsedDate"
,
y
:
"total_cases_per_million"
,
z
:
"id"
,
curve
:
"natural"
}
)
]
}
)
Insert cell
Insert cell
Plot
.
plot
(
{
y
:
{
type
:
"log"
,
grid
:
true
,
label
:
""
,
}
,
color
:
{
legend
:
true
}
,
marks
:
[
Plot
.
ruleY
(
[
0
]
)
,
Plot
.
line
(
data
,
{
x
:
"parsedDate"
,
y
:
"total_cases_per_million"
,
stroke
:
"id"
,
curve
:
"natural"
}
)
]
,
}
)
Insert cell
Insert cell
Insert cell
Plot
.
plot
(
{
y
:
{
grid
:
true
,
}
,
marks
:
[
Plot
.
ruleY
(
[
0
]
)
,
Plot
.
areaY
(
data
,
{
x
:
"parsedDate"
,
y
:
"total_cases"
,
z
:
"id"
,
fill
:
"black"
}
)
]
}
)
Insert cell
Insert cell
Plot
.
plot
(
{
y
:
{
grid
:
true
,
}
,
color
:
{
legend
:
true
}
,
marks
:
[
Plot
.
ruleY
(
[
0
]
)
,
Plot
.
areaY
(
data
,
{
x
:
"parsedDate"
,
y
:
"total_cases"
,
fill
:
"id"
}
)
]
}
)
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Insert cell
stream
.
legend
(
"color"
)
Insert cell
stream
=
Plot
.
plot
(
{
width
:
width
,
y
:
{
grid
:
true
}
,
marks
:
[
Plot
.
areaY
(
data_ALL_flat
,
Plot
.
stackY
(
{
offset
:
"silhouette"
,
order
:
"inside-out"
,
x
:
"parsedDate"
,
y
:
"new_cases_smoothed"
,
fill
:
"id"
}
)
)
,
Plot
.
ruleY
(
[
0
]
)
]
}
)
Insert cell
Insert cell
Insert cell
Plot
.
plot
(
{
grid
:
true
,
width
:
width
,
height
:
width
/
6
,
facet
:
{
data
:
data
,
x
:
"id"
}
,
y
:
{
grid
:
true
,
label
:
""
}
,
marks
:
[
Plot
.
ruleY
(
[
0
]
)
,
Plot
.
line
(
data
,
{
x
:
"parsedDate"
,
y
:
"new_cases_smoothed_per_million"
,
z
:
"id"
,
curve
:
"natural"
}
)
]
}
)
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data
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w
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