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Rishav Sen
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Published
By
Rishav Sen
Edited
Apr 26, 2022
1 star
1
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
kde
=
require
(
'fast-kde'
)
Insert cell
selected_dataset
=
traffic_2021_by_weather
[
0
]
Insert cell
locations
=
selected_dataset
[
1
]
.
map
(
d
=>
d
.
location
)
Insert cell
lat_ext
=
d3
.
extent
(
locations
.
map
(
d
=>
d
[
0
]
)
)
Insert cell
lon_ext
=
d3
.
extent
(
locations
.
map
(
d
=>
d
[
1
]
)
)
Insert cell
values2d
=
[
[
2.1
,
2
]
,
[
2.9
,
3
]
,
[
3.1
,
4
]
,
[
5.7
,
5
]
,
[
6.6
,
6
]
,
[
8.5
,
7
]
]
;
Insert cell
density2d
=
kde
.
density2d
(
locations
,
{
bandwidth
:
1
,
extent
:
[
[
-
88
,
-
86
]
,
[
34
,
37.5
]
]
,
bins
:
[
600
,
600
]
}
)
Insert cell
viewof
bw2d
=
Inputs
.
range
(
[
0.1
,
3
]
,
{
step
:
0.01
,
value
:
1
,
label
:
'Bandwidth'
}
)
Insert cell
Insert cell
Insert cell
density2d
.
bandwidth
(
bw2d
)
.
heatmap
(
{
color
:
d3
.
interpolateBlues
}
)
// returns an HTML canvas
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
traffic_data_weather
=
FileAttachment
(
"Processed_Traffic_Accidents-1.json"
)
.
json
(
)
Insert cell
traffic_2021_by_weather
=
d3
.
groups
(
traffic_2021
,
d
=>
d
.
weather_description
)
.
slice
(
0
,
4
)
.
sort
(
(
a
,
b
)
=>
d3
.
descending
(
a
[
1
]
.
length
,
b
[
1
]
.
length
)
)
Insert cell
sorted_traffic_year
=
traffic_data_weather
.
slice
(
)
.
sort
(
(
a
,
b
)
=>
d3
.
descending
(
a
.
year
,
b
.
year
)
)
Insert cell
Insert cell
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kde
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selected_dataset
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locations
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lat_ext
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lon_ext
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values2d
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density2d
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bw2d
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chart_80
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chart_20
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norm_density2d
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y_scale
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x_scale
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color_scale
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height
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width
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traffic_data_weather
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traffic_2021_by_weather
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sorted_traffic_year
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traffic_2021
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