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LICENSE
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LICENSE
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13
Maritime-Pirate-Attacks.Rproj
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13
Maritime-Pirate-Attacks.Rproj
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|
|||
Version: 1.0
|
||||
|
||||
RestoreWorkspace: Default
|
||||
SaveWorkspace: Default
|
||||
AlwaysSaveHistory: Default
|
||||
|
||||
EnableCodeIndexing: Yes
|
||||
UseSpacesForTab: Yes
|
||||
NumSpacesForTab: 2
|
||||
Encoding: UTF-8
|
||||
|
||||
RnwWeave: Sweave
|
||||
LaTeX: pdfLaTeX
|
106
app.R
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106
app.R
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|
|||
# Packages
|
||||
|
||||
library(shiny)
|
||||
library(shinythemes)
|
||||
library(dplyr)
|
||||
library(readr)
|
||||
library(sf)
|
||||
library(leaflet)
|
||||
|
||||
pirate_attacks_sf_ss2 <-
|
||||
read_sf("data/geojson/pirate_attacks_sf_ss2.geojson")
|
||||
|
||||
source("pirateIcon.R")
|
||||
|
||||
# UI
|
||||
|
||||
ui <- fluidPage(
|
||||
theme = shinytheme("lumen"),
|
||||
titlePanel("Attaques pirates contre des navires"),
|
||||
sidebarLayout(
|
||||
sidebarPanel(
|
||||
# Select type of vessel to plot
|
||||
selectInput(
|
||||
inputId = "vessel",
|
||||
label = strong("Vessel category"),
|
||||
choices = unique(pirate_attacks_sf_ss2$vessel_category),
|
||||
selected = "Bulk"
|
||||
),
|
||||
# Select date range to be plotted
|
||||
dateRangeInput(
|
||||
"date",
|
||||
strong("Date range"),
|
||||
start = min(pirate_attacks_sf_ss2$date),
|
||||
end = max(pirate_attacks_sf_ss2$date),
|
||||
min = min(pirate_attacks_sf_ss2$date),
|
||||
max = max(pirate_attacks_sf_ss2$date)
|
||||
),
|
||||
),
|
||||
mainPanel(
|
||||
leafletOutput("pirateMap"),
|
||||
p(),
|
||||
tags$a(
|
||||
href = "https://github.com/newzealandpaul/Maritime-Pirate-Attacks",
|
||||
"Crime at Sea: A Global Database of Maritime Pirate Attacks (1993 - 2020)",
|
||||
target = "_blank"
|
||||
)
|
||||
)
|
||||
)
|
||||
)
|
||||
|
||||
# Server
|
||||
|
||||
server <- function(input, output) {
|
||||
# Filter data
|
||||
pirate_attacks_sf_maps <- reactive({
|
||||
req(input$date)
|
||||
req(input$vessel)
|
||||
validate(need(
|
||||
!is.na(input$date[1]) &
|
||||
!is.na(input$date[2]),
|
||||
"Error: Please provide both a start and an end date."
|
||||
))
|
||||
validate(need(
|
||||
input$date[1] < input$date[2],
|
||||
"Error: Start date should be earlier than end date."
|
||||
))
|
||||
pirate_attacks_sf_ss2 %>%
|
||||
filter(
|
||||
vessel_category == input$vessel,
|
||||
as.POSIXct(date) > as.POSIXct(input$date[1]) &
|
||||
as.POSIXct(date) < as.POSIXct(input$date[2])
|
||||
)
|
||||
|
||||
})
|
||||
|
||||
output$pirateMap <- renderLeaflet({
|
||||
source("leaflet_pirate_popuptext.R")
|
||||
|
||||
leaflet() %>%
|
||||
addTiles() %>%
|
||||
addMarkers(
|
||||
data = pirate_attacks_sf_maps(),
|
||||
popup = paste0(
|
||||
"Type: ",
|
||||
pirate_attacks_sf_maps()$vessel_category,
|
||||
"<br>",
|
||||
"Statut: ",
|
||||
pirate_attacks_sf_maps()$vessel_status,
|
||||
"<br>",
|
||||
"Type d'attaque: ",
|
||||
pirate_attacks_sf_maps()$attack_type,
|
||||
"<br>",
|
||||
"Distance de la côte: ",
|
||||
round(pirate_attacks_sf_maps()$shore_distance, 2),
|
||||
"km",
|
||||
"<br>",
|
||||
"Date: ",
|
||||
pirate_attacks_sf_maps()$date
|
||||
),
|
||||
icon = pirateIcon,
|
||||
clusterOptions = markerClusterOptions()
|
||||
)
|
||||
})
|
||||
}
|
||||
|
||||
shinyApp(ui, server)
|
BIN
capture_leaflet_exploration.png
Normal file
BIN
capture_leaflet_exploration.png
Normal file
Binary file not shown.
After Width: | Height: | Size: 92 KiB |
218
data/csv/country_codes.csv
Normal file
218
data/csv/country_codes.csv
Normal file
|
@ -0,0 +1,218 @@
|
|||
"country","region","country_name"
|
||||
"ABW","Latin America & Caribbean","Aruba"
|
||||
"AFG","South Asia","Afghanistan"
|
||||
"AGO","Sub-Saharan Africa","Angola"
|
||||
"ALB","Europe & Central Asia","Albania"
|
||||
"AND","Europe & Central Asia","Andorra"
|
||||
"ARE","Middle East & North Africa","United Arab Emirates"
|
||||
"ARG","Latin America & Caribbean","Argentina"
|
||||
"ARM","Europe & Central Asia","Armenia"
|
||||
"ASM","East Asia & Pacific","American Samoa"
|
||||
"ATG","Latin America & Caribbean","Antigua and Barbuda"
|
||||
"AUS","East Asia & Pacific","Australia"
|
||||
"AUT","Europe & Central Asia","Austria"
|
||||
"AZE","Europe & Central Asia","Azerbaijan"
|
||||
"BDI","Sub-Saharan Africa","Burundi"
|
||||
"BEL","Europe & Central Asia","Belgium"
|
||||
"BEN","Sub-Saharan Africa","Benin"
|
||||
"BFA","Sub-Saharan Africa","Burkina Faso"
|
||||
"BGD","South Asia","Bangladesh"
|
||||
"BGR","Europe & Central Asia","Bulgaria"
|
||||
"BHR","Middle East & North Africa","Bahrain"
|
||||
"BHS","Latin America & Caribbean","Bahamas, The"
|
||||
"BIH","Europe & Central Asia","Bosnia and Herzegovina"
|
||||
"BLR","Europe & Central Asia","Belarus"
|
||||
"BLZ","Latin America & Caribbean","Belize"
|
||||
"BMU","North America","Bermuda"
|
||||
"BOL","Latin America & Caribbean","Bolivia"
|
||||
"BRA","Latin America & Caribbean","Brazil"
|
||||
"BRB","Latin America & Caribbean","Barbados"
|
||||
"BRN","East Asia & Pacific","Brunei Darussalam"
|
||||
"BTN","South Asia","Bhutan"
|
||||
"BWA","Sub-Saharan Africa","Botswana"
|
||||
"CAF","Sub-Saharan Africa","Central African Republic"
|
||||
"CAN","North America","Canada"
|
||||
"CHE","Europe & Central Asia","Switzerland"
|
||||
"CHI","Europe & Central Asia","Channel Islands"
|
||||
"CHL","Latin America & Caribbean","Chile"
|
||||
"CHN","East Asia & Pacific","China"
|
||||
"CIV","Sub-Saharan Africa","Côte d'Ivoire"
|
||||
"CMR","Sub-Saharan Africa","Cameroon"
|
||||
"COD","Sub-Saharan Africa","Congo, Dem. Rep."
|
||||
"COG","Sub-Saharan Africa","Congo, Rep."
|
||||
"COL","Latin America & Caribbean","Colombia"
|
||||
"COM","Sub-Saharan Africa","Comoros"
|
||||
"CPV","Sub-Saharan Africa","Cabo Verde"
|
||||
"CRI","Latin America & Caribbean","Costa Rica"
|
||||
"CUB","Latin America & Caribbean","Cuba"
|
||||
"CUW","Latin America & Caribbean","Curaçao"
|
||||
"CYM","Latin America & Caribbean","Cayman Islands"
|
||||
"CYP","Europe & Central Asia","Cyprus"
|
||||
"CZE","Europe & Central Asia","Czech Republic"
|
||||
"DEU","Europe & Central Asia","Germany"
|
||||
"DJI","Middle East & North Africa","Djibouti"
|
||||
"DMA","Latin America & Caribbean","Dominica"
|
||||
"DNK","Europe & Central Asia","Denmark"
|
||||
"DOM","Latin America & Caribbean","Dominican Republic"
|
||||
"DZA","Middle East & North Africa","Algeria"
|
||||
"ECU","Latin America & Caribbean","Ecuador"
|
||||
"EGY","Middle East & North Africa","Egypt, Arab Rep."
|
||||
"ERI","Sub-Saharan Africa","Eritrea"
|
||||
"ESP","Europe & Central Asia","Spain"
|
||||
"EST","Europe & Central Asia","Estonia"
|
||||
"ETH","Sub-Saharan Africa","Ethiopia"
|
||||
"FIN","Europe & Central Asia","Finland"
|
||||
"FJI","East Asia & Pacific","Fiji"
|
||||
"FRA","Europe & Central Asia","France"
|
||||
"FRO","Europe & Central Asia","Faroe Islands"
|
||||
"FSM","East Asia & Pacific","Micronesia, Fed. Sts."
|
||||
"GAB","Sub-Saharan Africa","Gabon"
|
||||
"GBR","Europe & Central Asia","United Kingdom"
|
||||
"GEO","Europe & Central Asia","Georgia"
|
||||
"GHA","Sub-Saharan Africa","Ghana"
|
||||
"GIB","Europe & Central Asia","Gibraltar"
|
||||
"GIN","Sub-Saharan Africa","Guinea"
|
||||
"GMB","Sub-Saharan Africa","Gambia, The"
|
||||
"GNB","Sub-Saharan Africa","Guinea-Bissau"
|
||||
"GNQ","Sub-Saharan Africa","Equatorial Guinea"
|
||||
"GRC","Europe & Central Asia","Greece"
|
||||
"GRD","Latin America & Caribbean","Grenada"
|
||||
"GRL","Europe & Central Asia","Greenland"
|
||||
"GTM","Latin America & Caribbean","Guatemala"
|
||||
"GUM","East Asia & Pacific","Guam"
|
||||
"GUY","Latin America & Caribbean","Guyana"
|
||||
"HKG","East Asia & Pacific","Hong Kong SAR, China"
|
||||
"HND","Latin America & Caribbean","Honduras"
|
||||
"HRV","Europe & Central Asia","Croatia"
|
||||
"HTI","Latin America & Caribbean","Haiti"
|
||||
"HUN","Europe & Central Asia","Hungary"
|
||||
"IDN","East Asia & Pacific","Indonesia"
|
||||
"IMN","Europe & Central Asia","Isle of Man"
|
||||
"IND","South Asia","India"
|
||||
"IRL","Europe & Central Asia","Ireland"
|
||||
"IRN","Middle East & North Africa","Iran, Islamic Rep."
|
||||
"IRQ","Middle East & North Africa","Iraq"
|
||||
"ISL","Europe & Central Asia","Iceland"
|
||||
"ISR","Middle East & North Africa","Israel"
|
||||
"ITA","Europe & Central Asia","Italy"
|
||||
"JAM","Latin America & Caribbean","Jamaica"
|
||||
"JOR","Middle East & North Africa","Jordan"
|
||||
"JPN","East Asia & Pacific","Japan"
|
||||
"KAZ","Europe & Central Asia","Kazakhstan"
|
||||
"KEN","Sub-Saharan Africa","Kenya"
|
||||
"KGZ","Europe & Central Asia","Kyrgyz Republic"
|
||||
"KHM","East Asia & Pacific","Cambodia"
|
||||
"KIR","East Asia & Pacific","Kiribati"
|
||||
"KNA","Latin America & Caribbean","St. Kitts and Nevis"
|
||||
"KOR","East Asia & Pacific","Korea, Rep."
|
||||
"KWT","Middle East & North Africa","Kuwait"
|
||||
"LAO","East Asia & Pacific","Lao PDR"
|
||||
"LBN","Middle East & North Africa","Lebanon"
|
||||
"LBR","Sub-Saharan Africa","Liberia"
|
||||
"LBY","Middle East & North Africa","Libya"
|
||||
"LCA","Latin America & Caribbean","St. Lucia"
|
||||
"LIE","Europe & Central Asia","Liechtenstein"
|
||||
"LKA","South Asia","Sri Lanka"
|
||||
"LSO","Sub-Saharan Africa","Lesotho"
|
||||
"LTU","Europe & Central Asia","Lithuania"
|
||||
"LUX","Europe & Central Asia","Luxembourg"
|
||||
"LVA","Europe & Central Asia","Latvia"
|
||||
"MAC","East Asia & Pacific","Macao SAR, China"
|
||||
"MAF","Latin America & Caribbean","St. Martin (French part)"
|
||||
"MAR","Middle East & North Africa","Morocco"
|
||||
"MCO","Europe & Central Asia","Monaco"
|
||||
"MDA","Europe & Central Asia","Moldova"
|
||||
"MDG","Sub-Saharan Africa","Madagascar"
|
||||
"MDV","South Asia","Maldives"
|
||||
"MEX","Latin America & Caribbean","Mexico"
|
||||
"MHL","East Asia & Pacific","Marshall Islands"
|
||||
"MKD","Europe & Central Asia","North Macedonia"
|
||||
"MLI","Sub-Saharan Africa","Mali"
|
||||
"MLT","Middle East & North Africa","Malta"
|
||||
"MMR","East Asia & Pacific","Myanmar"
|
||||
"MNE","Europe & Central Asia","Montenegro"
|
||||
"MNG","East Asia & Pacific","Mongolia"
|
||||
"MNP","East Asia & Pacific","Northern Mariana Islands"
|
||||
"MOZ","Sub-Saharan Africa","Mozambique"
|
||||
"MRT","Sub-Saharan Africa","Mauritania"
|
||||
"MUS","Sub-Saharan Africa","Mauritius"
|
||||
"MWI","Sub-Saharan Africa","Malawi"
|
||||
"MYS","East Asia & Pacific","Malaysia"
|
||||
"NAM","Sub-Saharan Africa","Namibia"
|
||||
"NCL","East Asia & Pacific","New Caledonia"
|
||||
"NER","Sub-Saharan Africa","Niger"
|
||||
"NGA","Sub-Saharan Africa","Nigeria"
|
||||
"NIC","Latin America & Caribbean","Nicaragua"
|
||||
"NLD","Europe & Central Asia","Netherlands"
|
||||
"NOR","Europe & Central Asia","Norway"
|
||||
"NPL","South Asia","Nepal"
|
||||
"NRU","East Asia & Pacific","Nauru"
|
||||
"NZL","East Asia & Pacific","New Zealand"
|
||||
"OMN","Middle East & North Africa","Oman"
|
||||
"PAK","South Asia","Pakistan"
|
||||
"PAN","Latin America & Caribbean","Panama"
|
||||
"PER","Latin America & Caribbean","Peru"
|
||||
"PHL","East Asia & Pacific","Philippines"
|
||||
"PLW","East Asia & Pacific","Palau"
|
||||
"PNG","East Asia & Pacific","Papua New Guinea"
|
||||
"POL","Europe & Central Asia","Poland"
|
||||
"PRI","Latin America & Caribbean","Puerto Rico"
|
||||
"PRK","East Asia & Pacific","Korea, Dem. People's Rep."
|
||||
"PRT","Europe & Central Asia","Portugal"
|
||||
"PRY","Latin America & Caribbean","Paraguay"
|
||||
"PSE","Middle East & North Africa","West Bank and Gaza"
|
||||
"PYF","East Asia & Pacific","French Polynesia"
|
||||
"QAT","Middle East & North Africa","Qatar"
|
||||
"ROU","Europe & Central Asia","Romania"
|
||||
"RUS","Europe & Central Asia","Russian Federation"
|
||||
"RWA","Sub-Saharan Africa","Rwanda"
|
||||
"SAU","Middle East & North Africa","Saudi Arabia"
|
||||
"SDN","Sub-Saharan Africa","Sudan"
|
||||
"SEN","Sub-Saharan Africa","Senegal"
|
||||
"SGP","East Asia & Pacific","Singapore"
|
||||
"SLB","East Asia & Pacific","Solomon Islands"
|
||||
"SLE","Sub-Saharan Africa","Sierra Leone"
|
||||
"SLV","Latin America & Caribbean","El Salvador"
|
||||
"SMR","Europe & Central Asia","San Marino"
|
||||
"SOM","Sub-Saharan Africa","Somalia"
|
||||
"SRB","Europe & Central Asia","Serbia"
|
||||
"SSD","Sub-Saharan Africa","South Sudan"
|
||||
"STP","Sub-Saharan Africa","São Tomé and Principe"
|
||||
"SUR","Latin America & Caribbean","Suriname"
|
||||
"SVK","Europe & Central Asia","Slovak Republic"
|
||||
"SVN","Europe & Central Asia","Slovenia"
|
||||
"SWE","Europe & Central Asia","Sweden"
|
||||
"SWZ","Sub-Saharan Africa","Eswatini"
|
||||
"SXM","Latin America & Caribbean","Sint Maarten (Dutch part)"
|
||||
"SYC","Sub-Saharan Africa","Seychelles"
|
||||
"SYR","Middle East & North Africa","Syrian Arab Republic"
|
||||
"TCA","Latin America & Caribbean","Turks and Caicos Islands"
|
||||
"TCD","Sub-Saharan Africa","Chad"
|
||||
"TGO","Sub-Saharan Africa","Togo"
|
||||
"THA","East Asia & Pacific","Thailand"
|
||||
"TJK","Europe & Central Asia","Tajikistan"
|
||||
"TKM","Europe & Central Asia","Turkmenistan"
|
||||
"TLS","East Asia & Pacific","Timor-Leste"
|
||||
"TON","East Asia & Pacific","Tonga"
|
||||
"TTO","Latin America & Caribbean","Trinidad and Tobago"
|
||||
"TUN","Middle East & North Africa","Tunisia"
|
||||
"TUR","Europe & Central Asia","Turkey"
|
||||
"TUV","East Asia & Pacific","Tuvalu"
|
||||
"TZA","Sub-Saharan Africa","Tanzania"
|
||||
"UGA","Sub-Saharan Africa","Uganda"
|
||||
"UKR","Europe & Central Asia","Ukraine"
|
||||
"URY","Latin America & Caribbean","Uruguay"
|
||||
"USA","North America","United States"
|
||||
"UZB","Europe & Central Asia","Uzbekistan"
|
||||
"VCT","Latin America & Caribbean","St. Vincent and the Grenadines"
|
||||
"VEN","Latin America & Caribbean","Venezuela, RB"
|
||||
"VGB","Latin America & Caribbean","British Virgin Islands"
|
||||
"VIR","Latin America & Caribbean","Virgin Islands (U.S.)"
|
||||
"VNM","East Asia & Pacific","Vietnam"
|
||||
"VUT","East Asia & Pacific","Vanuatu"
|
||||
"WSM","East Asia & Pacific","Samoa"
|
||||
"XKX","Europe & Central Asia","Kosovo"
|
||||
"YEM","Middle East & North Africa","Yemen, Rep."
|
||||
"ZAF","Sub-Saharan Africa","South Africa"
|
||||
"ZMB","Sub-Saharan Africa","Zambia"
|
||||
"ZWE","Sub-Saharan Africa","Zimbabwe"
|
|
5900
data/csv/country_indicators.csv
Normal file
5900
data/csv/country_indicators.csv
Normal file
File diff suppressed because it is too large
Load diff
55
data/csv/custom_vessel_categories.csv
Normal file
55
data/csv/custom_vessel_categories.csv
Normal file
|
@ -0,0 +1,55 @@
|
|||
vessel_type,vessel_category
|
||||
Accommodation Barge,Other
|
||||
Asphalt/Bitumen Tanker,Tanker
|
||||
Bulk Carrier,Bulk
|
||||
BULK CARRIER,Bulk
|
||||
Bunkering Tanker,Tanker
|
||||
Cable Ship,Other
|
||||
Cement Carrier,Bulk
|
||||
Chemical Tanker,Tanker
|
||||
Container,Container
|
||||
CONTAINER,Container
|
||||
Crude Oil Tanker,Tanker
|
||||
Crude Tanker,Tanker
|
||||
Dhow,Other
|
||||
Dredger,Other
|
||||
Fishing Vessel,Fishing
|
||||
Floating Production Storage and Offloading,Other
|
||||
Floating Storage and Offloading,Other
|
||||
FPSO,Other
|
||||
General Cargo,Cargo
|
||||
Heavy Load Carrier,Cargo
|
||||
Hopper Dredger,Other
|
||||
Landing Craft,Other
|
||||
LNG Tanker,Tanker
|
||||
LPG Tanker,Tanker
|
||||
Maintenance Pontoon,Other
|
||||
Offshore Supply,Tanker
|
||||
Offshore Supply ship,Tanker
|
||||
Offshore Supply Ship,Tanker
|
||||
OFFSHORE SUPPLY SHIP,Tanker
|
||||
Offshore Support Vessel,Tug
|
||||
Offshore Tug,Tug
|
||||
Oil Tanker,Tanker
|
||||
Ore Carrier,Bulk
|
||||
Other,Other
|
||||
Passenger Boat,Passenger
|
||||
Passenger Ship,Passenger
|
||||
Pipe Lay Barge,Other
|
||||
Pipe Layer,Other
|
||||
Pleasure Craft,Passenger
|
||||
Product Tanker,Tanker
|
||||
PRODUCT TANKER,Tanker
|
||||
Refrigerated Cargo,Cargo
|
||||
Research Vessel,Passenger
|
||||
Ro-Ro,Passenger
|
||||
RO-RO CARGO SHIP,Passenger
|
||||
Supply Vessel,Tanker
|
||||
Support,Other
|
||||
Tanker,Tanker
|
||||
Tug,Tug
|
||||
Tug / Barge,Tug
|
||||
Tug and Barge,Tug
|
||||
Vehicle Carrier,Cargo
|
||||
Wood Chips Carrier,Bulk
|
||||
Yacht,Passenger
|
|
8681
data/csv/pirate_attacks.csv
Normal file
8681
data/csv/pirate_attacks.csv
Normal file
File diff suppressed because it is too large
Load diff
5871
data/geojson/pirate_attacks_sf_ss2.geojson
Normal file
5871
data/geojson/pirate_attacks_sf_ss2.geojson
Normal file
File diff suppressed because it is too large
Load diff
120
exploration.Rmd
Normal file
120
exploration.Rmd
Normal file
|
@ -0,0 +1,120 @@
|
|||
---
|
||||
title: "R Notebook"
|
||||
output:
|
||||
html_document:
|
||||
df_print: paged
|
||||
---
|
||||
|
||||
```{r}
|
||||
library(tidyverse)
|
||||
library(lubridate)
|
||||
library(sf)
|
||||
library(leaflet)
|
||||
library(dataReporter)
|
||||
```
|
||||
```{r}
|
||||
source("importer_donnees_csv.R")
|
||||
source("pirateIcon.R")
|
||||
```
|
||||
|
||||
```{r}
|
||||
glimpse(pirate_attacks_sf, width = 67)
|
||||
```
|
||||
```{r}
|
||||
pirate_attacks_sf_ss <- pirate_attacks_sf %>%
|
||||
filter(data_source == "imb") %>%
|
||||
select(
|
||||
date,
|
||||
attack_type,
|
||||
shore_distance,
|
||||
vessel_type,
|
||||
vessel_status
|
||||
) %>%
|
||||
replace_na(list(vessel_status="Underway")) %>%
|
||||
mutate(month_event = month(date),
|
||||
year_event = year(date))
|
||||
```
|
||||
|
||||
## Statistiques descriptives
|
||||
|
||||
```{r}
|
||||
makeDataReport(pirate_attacks_sf_ss, replace = TRUE)
|
||||
```
|
||||
## Exporter les types de navires
|
||||
|
||||
```{r}
|
||||
pirate_attacks_sf_ss %>%
|
||||
group_by(vessel_type) %>%
|
||||
st_set_geometry(NULL) %>%
|
||||
count() %>%
|
||||
arrange(desc(n)) %>%
|
||||
write_csv("vessel_types.csv")
|
||||
```
|
||||
|
||||
## Traitement manuel
|
||||
Je crée manuellement des catégories plus larges, puis je réimporte
|
||||
|
||||
```{r}
|
||||
custom_vessel_categories <-
|
||||
read_csv(
|
||||
"data/csv/custom_vessel_categories.csv",
|
||||
col_types = cols(vessel_type = col_character(),
|
||||
vessel_category = col_character())
|
||||
)
|
||||
```
|
||||
|
||||
|
||||
```{r}
|
||||
pirate_attacks_sf_ss2 <- pirate_attacks_sf_ss %>%
|
||||
left_join(custom_vessel_categories)
|
||||
```
|
||||
|
||||
```{r}
|
||||
pirate_attacks_sf_ss2 %>% sf::write_sf("data/geojson/pirate_attacks_sf_ss2.geojson")
|
||||
```
|
||||
|
||||
## Filtrage
|
||||
|
||||
```{r}
|
||||
pirate_attacks_sf_maps <- pirate_attacks_sf_ss2 %>%
|
||||
filter(year_event == 2015, month_event==1)
|
||||
```
|
||||
|
||||
```{r}
|
||||
m <- leaflet(pirate_attacks_sf_maps) %>%
|
||||
addTiles() %>%
|
||||
addMarkers(
|
||||
popup = paste0(
|
||||
"Type: ",
|
||||
pirate_attacks_sf_maps$vessel_category,
|
||||
"<br>",
|
||||
"Statut: ",
|
||||
pirate_attacks_sf_maps$vessel_status,
|
||||
"<br>",
|
||||
"Type d'attaque: ",
|
||||
pirate_attacks_sf_maps$attack_type,
|
||||
"<br>",
|
||||
"Distance de la côte: ",
|
||||
round(pirate_attacks_sf_maps$shore_distance, 2),
|
||||
"km",
|
||||
"<br>",
|
||||
"Date: ",
|
||||
pirate_attacks_sf_maps$date
|
||||
),
|
||||
icon = pirateIcon,
|
||||
clusterOptions = markerClusterOptions()
|
||||
)
|
||||
```
|
||||
|
||||
```{r}
|
||||
m
|
||||
```
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
352
exploration.html
Normal file
352
exploration.html
Normal file
File diff suppressed because one or more lines are too long
482
exploration.nb.html
Normal file
482
exploration.nb.html
Normal file
File diff suppressed because one or more lines are too long
23
importer_donnees_csv.R
Normal file
23
importer_donnees_csv.R
Normal file
|
@ -0,0 +1,23 @@
|
|||
pirate_attacks_sf <-
|
||||
read_csv(
|
||||
"data/csv/pirate_attacks.csv",
|
||||
col_types = cols(
|
||||
date = col_date(format = ""),
|
||||
time = col_character(),
|
||||
longitude = col_double(),
|
||||
latitude = col_double(),
|
||||
attack_type = col_character(),
|
||||
location_description = col_character(),
|
||||
nearest_country = col_character(),
|
||||
eez_country = col_character(),
|
||||
shore_distance = col_double(),
|
||||
shore_longitude = col_double(),
|
||||
shore_latitude = col_double(),
|
||||
attack_description = col_character(),
|
||||
vessel_name = col_character(),
|
||||
vessel_type = col_character(),
|
||||
vessel_status = col_character(),
|
||||
data_source = col_character()
|
||||
)
|
||||
) %>%
|
||||
st_as_sf(coords = c("longitude", "latitude"))
|
0
leaflet_pirate_popuptext.R
Normal file
0
leaflet_pirate_popuptext.R
Normal file
BIN
pirate-ombre.png
Normal file
BIN
pirate-ombre.png
Normal file
Binary file not shown.
After Width: | Height: | Size: 5.2 KiB |
BIN
pirate.png
Normal file
BIN
pirate.png
Normal file
Binary file not shown.
After Width: | Height: | Size: 2.1 KiB |
12
pirateIcon.R
Normal file
12
pirateIcon.R
Normal file
|
@ -0,0 +1,12 @@
|
|||
pirateIcon <- makeIcon(
|
||||
iconUrl = "pirate.png",
|
||||
iconWidth = 32,
|
||||
iconHeight = 32,
|
||||
iconAnchorX = 16,
|
||||
iconAnchorY = 31,
|
||||
shadowUrl = "pirate-ombre.png",
|
||||
shadowWidth = 64,
|
||||
shadowHeight = 64,
|
||||
shadowAnchorX = 32,
|
||||
shadowAnchorY = 62
|
||||
)
|
|
@ -0,0 +1,14 @@
|
|||
name: AttaquesPiratesMaritime
|
||||
title: AttaquesPiratesMaritime
|
||||
username:
|
||||
account: francoispelletiertest
|
||||
server: shinyapps.io
|
||||
hostUrl: https://api.shinyapps.io/v1
|
||||
appId: 5356361
|
||||
bundleId: 5395742
|
||||
url: https://francoispelletiertest.shinyapps.io/AttaquesPiratesMaritime/
|
||||
when: 1640058609.23462
|
||||
lastSyncTime: 1640058609.23463
|
||||
asMultiple: FALSE
|
||||
asStatic: FALSE
|
||||
ignoredFiles: data/csv/country_codes.csv|data/csv/country_indicators.csv|data/csv/custom_vessel_categories.csv|data/csv/pirate_attacks.csv|exploration.nb.html|exploration.Rmd
|
55
vessel_types.csv
Normal file
55
vessel_types.csv
Normal file
|
@ -0,0 +1,55 @@
|
|||
vessel_type,n
|
||||
Bulk Carrier,322
|
||||
Product Tanker,252
|
||||
Container,119
|
||||
General Cargo,67
|
||||
Chemical Tanker,53
|
||||
Tug,45
|
||||
Crude Oil Tanker,40
|
||||
LPG Tanker,40
|
||||
Tanker,30
|
||||
Fishing Vessel,27
|
||||
Crude Tanker,23
|
||||
Refrigerated Cargo,16
|
||||
Offshore Supply Ship,15
|
||||
LNG Tanker,9
|
||||
Offshore Tug,9
|
||||
Asphalt/Bitumen Tanker,8
|
||||
Heavy Load Carrier,7
|
||||
Offshore Support Vessel,7
|
||||
Offshore Supply ship,6
|
||||
Pipe Layer,6
|
||||
Research Vessel,6
|
||||
Vehicle Carrier,6
|
||||
Tug and Barge,5
|
||||
Ore Carrier,4
|
||||
PRODUCT TANKER,4
|
||||
BULK CARRIER,3
|
||||
Bunkering Tanker,3
|
||||
Dhow,3
|
||||
Offshore Supply,3
|
||||
Support,3
|
||||
Dredger,2
|
||||
Landing Craft,2
|
||||
OFFSHORE SUPPLY SHIP,2
|
||||
Other,2
|
||||
Ro-Ro,2
|
||||
Tug / Barge,2
|
||||
Wood Chips Carrier,2
|
||||
Yacht,2
|
||||
Accommodation Barge,1
|
||||
Cable Ship,1
|
||||
Cement Carrier,1
|
||||
CONTAINER,1
|
||||
Floating Production Storage and Offloading,1
|
||||
Floating Storage and Offloading,1
|
||||
FPSO,1
|
||||
Hopper Dredger,1
|
||||
Maintenance Pontoon,1
|
||||
Oil Tanker,1
|
||||
Passenger Boat,1
|
||||
Passenger Ship,1
|
||||
Pipe Lay Barge,1
|
||||
Pleasure Craft,1
|
||||
RO-RO CARGO SHIP,1
|
||||
Supply Vessel,1
|
|
Loading…
Reference in a new issue