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Tom Rushby
woRkflow
Commits
5dce4049
Commit
5dce4049
authored
4 years ago
by
Tom Rushby
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Tidy up.
parent
9e3c114e
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howTo/openGeogAPI/app.R
+35
-24
35 additions, 24 deletions
howTo/openGeogAPI/app.R
with
35 additions
and
24 deletions
howTo/openGeogAPI/app.R
+
35
−
24
View file @
5dce4049
# Load libraries ----
library
(
readxl
)
library
(
ggplot2
)
library
(
ggplot2
)
library
(
sf
)
library
(
sf
)
library
(
htmltools
)
library
(
htmltools
)
...
@@ -8,6 +9,9 @@ library(plotly)
...
@@ -8,6 +9,9 @@ library(plotly)
library
(
dplyr
)
library
(
dplyr
)
library
(
reshape2
)
library
(
reshape2
)
# List local authority areas to load
# These used to filter emissions data
# and construct Open Geog API query (geo_query ... to do)
las_to_load
<-
c
(
"Southampton"
,
"Portsmouth"
,
"Winchester"
,
las_to_load
<-
c
(
"Southampton"
,
"Portsmouth"
,
"Winchester"
,
"Eastleigh"
,
"Isle of Wight"
,
"Fareham"
,
"Eastleigh"
,
"Isle of Wight"
,
"Fareham"
,
"Gosport"
,
"Test Valley"
,
"East Hampshire"
,
"Gosport"
,
"Test Valley"
,
"East Hampshire"
,
...
@@ -15,8 +19,6 @@ las_to_load <- c("Southampton","Portsmouth","Winchester",
...
@@ -15,8 +19,6 @@ las_to_load <- c("Southampton","Portsmouth","Winchester",
# Load GHG emissions data ----
# Load GHG emissions data ----
library
(
readxl
)
url_to_get
<-
"https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/894787/2005-18-uk-local-regional-co2-emissions.xlsx"
url_to_get
<-
"https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/894787/2005-18-uk-local-regional-co2-emissions.xlsx"
tempf
<-
tempfile
(
fileext
=
".xlsx"
)
tempf
<-
tempfile
(
fileext
=
".xlsx"
)
...
@@ -24,6 +26,30 @@ download.file(url_to_get, tempf, method = "curl")
...
@@ -24,6 +26,30 @@ download.file(url_to_get, tempf, method = "curl")
dt
<-
readxl
::
read_xlsx
(
tempf
,
sheet
=
"Full dataset"
,
skip
=
1
)
dt
<-
readxl
::
read_xlsx
(
tempf
,
sheet
=
"Full dataset"
,
skip
=
1
)
x_min
<-
min
(
dt
$
Year
)
x_max
<-
max
(
dt
$
Year
)
# Load LA geography ----
# URL as API query - sometimes we don't want all boundaries
geo_query
<-
"https://ons-inspire.esriuk.com/arcgis/rest/services/Administrative_Boundaries/Local_Authority_Districts_December_2018_Boundaries_UK_BGC/MapServer/0/query?where=lad18nm%20IN%20(%27Southampton%27,%27Portsmouth%27,%27Winchester%27,%27Eastleigh%27,%27Isle%20of%20Wight%27,%27Fareham%27,%27Gosport%27,%27Test%20Valley%27,%27East%20Hampshire%27,%27Havant%27,%27New%20Forest%27,%27Hart%27,%27Basingstoke%20and%20Deane%27)&outFields=lad18cd,lad18nm,long,lat&outSR=4326&f=geojson"
message
(
"Loading LA geometry from ONS Open Geography API"
)
sf_data
<-
st_read
(
geo_query
)
#plot(st_geometry(sf_data))
# Useful lookup spatial reference for CRS
# https://spatialreference.org/ref/epsg/27700/
st_coord_sys
<-
st_crs
(
sf_data
)
# check coord system
st_coord_sys
# current coord system EPSG: 4326 (is what leaflet wants - good)
# transform the coord system if required
if
(
st_coord_sys
$
epsg
!=
4326
){
sf_data
<-
st_transform
(
sf_data
,
"+proj=longlat +datum=WGS84"
)
}
# Functions ----
lvl_detail
<-
"high"
lvl_detail
<-
"high"
filter_detail
<-
function
(
lvl_detail
=
lvl_detail
){
filter_detail
<-
function
(
lvl_detail
=
lvl_detail
){
...
@@ -53,28 +79,10 @@ filter_detail <- function(lvl_detail = lvl_detail){
...
@@ -53,28 +79,10 @@ filter_detail <- function(lvl_detail = lvl_detail){
return
(
ghg_emissions
)
return
(
ghg_emissions
)
}
}
ghg_emissions
<-
filter_detail
(
lvl_detail
=
"high"
)
ghg_emissions
<-
filter_detail
(
lvl_detail
=
"low"
)
# ghg_emissions_high <- filter_detail(lvl_detail = "high")
rm
(
dt
)
rm
(
dt
)
# Load LA geography ----
# URL as API query - sometimes we don't want all boundaries
geo_query
<-
"https://ons-inspire.esriuk.com/arcgis/rest/services/Administrative_Boundaries/Local_Authority_Districts_December_2018_Boundaries_UK_BGC/MapServer/0/query?where=lad18nm%20IN%20(%27Southampton%27,%27Portsmouth%27,%27Winchester%27,%27Eastleigh%27,%27Isle%20of%20Wight%27,%27Fareham%27,%27Gosport%27,%27Test%20Valley%27,%27East%20Hampshire%27,%27Havant%27,%27New%20Forest%27,%27Hart%27,%27Basingstoke%20and%20Deane%27)&outFields=lad18cd,lad18nm,long,lat&outSR=4326&f=geojson"
message
(
"Loading LA geometry from ONS Open Geography API"
)
sf_data
<-
st_read
(
geo_query
)
#plot(st_geometry(sf_data))
# Useful lookup spatial reference for CRS
# https://spatialreference.org/ref/epsg/27700/
st_coord_sys
<-
st_crs
(
sf_data
)
# check coord system
st_coord_sys
# current coord system EPSG: 4326 (is what leaflet wants - good)
# transform the coord system if required
if
(
st_coord_sys
$
epsg
!=
4326
){
sf_data
<-
st_transform
(
sf_data
,
"+proj=longlat +datum=WGS84"
)
}
# Create map (leaflet) ----
# Create map (leaflet) ----
# create popup first (requires htmltools)
# create popup first (requires htmltools)
...
@@ -166,12 +174,15 @@ server <- function(input, output, session) {
...
@@ -166,12 +174,15 @@ server <- function(input, output, session) {
ggplot
(
ghg_subset
(
auth_area
=
input
$
authmap_shape_click
$
id
),
aes
(
x
=
Year
,
y
=
value
))
+
ggplot
(
ghg_subset
(
auth_area
=
input
$
authmap_shape_click
$
id
),
aes
(
x
=
Year
,
y
=
value
))
+
geom_col
(
aes
(
fill
=
variable
),
position
=
"stack"
)
+
geom_col
(
aes
(
fill
=
variable
),
position
=
"stack"
)
+
scale_x_continuous
(
limits
=
c
(
x_min
-1
,
x_max
+1
),
breaks
=
x_min
:
x_max
)
+
#scale_y_continuous(limits = c(y_min,y_max)) +
labs
(
x
=
"Year"
,
labs
(
x
=
"Year"
,
y
=
expression
(
"tCO"
[
2
]),
y
=
expression
(
"tCO"
[
2
]),
fill
=
"Sector"
,
fill
=
"Sector"
,
title
=
plotTitle
,
title
=
plotTitle
,
caption
=
plotCaption
)
+
caption
=
plotCaption
)
+
theme
(
legend.position
=
"bottom"
)
theme
(
legend.position
=
"right"
)
+
theme_classic
()
})
})
...
...
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