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--- |
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title: "CARTO17" |
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author: "Simon Gabay and Giovanni Pietro Vitali" |
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date: "9/26/2019" |
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output: html_document |
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--- |
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```{r setup, include=FALSE} |
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knitr::opts_chunk$set(echo = TRUE) |
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``` |
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# Preparation |
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```{r} |
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setwd("YOUR_PATH") |
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``` |
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Install packages if needed |
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```{r} |
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# install.packages("leaflet") |
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# install.packages("sp") |
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# install.packages("rgal") |
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# install.packages("RColorBrewer") |
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# install.packages("leaflet.esri") |
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``` |
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Call the libraries |
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```{r} |
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library(leaflet) |
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library(sp) |
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library(rgdal) |
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library(RColorBrewer) |
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library(leaflet.extras) |
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``` |
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Shapefile that contains the geographical information on the macro-area polygons |
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```{r} |
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shp <- readOGR('shapefile_1/area.shp') |
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``` |
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Counting the frequency of the recurrence of toponyms |
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```{r} |
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par(mar = c(5,5,0,0), cex = 10) |
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#hist(shp$number, breaks = 20, main = "") |
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``` |
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Creating a continuous palette function |
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```{r} |
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pal <- colorNumeric( |
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palette = "YlOrRd", |
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domain = shp$Notation) |
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``` |
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Loading the main csv file |
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```{r} |
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data <- read.csv("csv/theatre.csv") |
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``` |
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# Load the csv files of each author |
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1 Boyer |
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```{r} |
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boyer <- read.csv("csv/boyer.csv") |
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data_boyer <- data[complete.cases(boyer),] |
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boyer$long <- as.numeric(boyer$lng) |
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boyer$lat <- as.numeric(boyer$lat) |
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data_boyer.SP <- SpatialPointsDataFrame(boyer[,c(10,11)], |
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boyer[,-c(10,11)]) |
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``` |
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2 Corneille Pierre |
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```{r} |
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corneille_P <- read.csv("csv/corneille_P.csv") |
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data_corneille_P <- data[complete.cases(corneille_P),] |
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corneille_P$long <- as.numeric(corneille_P$lng) |
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corneille_P$lat <- as.numeric(corneille_P$lat) |
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data_corneille_P.SP <- SpatialPointsDataFrame(corneille_P[,c(10,11)], |
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corneille_P[,-c(10,11)]) |
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``` |
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3 Corneille Thomas |
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```{r} |
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corneille_T <- read.csv("csv/corneille_T.csv") |
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data_corneille_T <- data[complete.cases(corneille_T),] |
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corneille_T$long <- as.numeric(corneille_T$lng) |
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corneille_T$lat <- as.numeric(corneille_T$lat) |
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data_corneille_T.SP <- SpatialPointsDataFrame(corneille_T[,c(10,11)], |
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corneille_T[,-c(10,11)]) |
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``` |
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Du Ryer |
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```{r} |
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duryer <- read.csv("csv/duryer.csv") |
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data_duryer <- data[complete.cases(duryer),] |
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duryer$long <- as.numeric(duryer$lng) |
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duryer$lat <- as.numeric(duryer$lat) |
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data_duryer.SP <- SpatialPointsDataFrame(duryer[,c(10,11)], |
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duryer[,-c(10,11)]) |
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``` |
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5 Molière |
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```{r} |
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moliere <- read.csv("csv/moliere.csv") |
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data_moliere <- data[complete.cases(moliere),] |
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moliere$long <- as.numeric(moliere$lng) |
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moliere$lat <- as.numeric(moliere$lat) |
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data_moliere.SP <- SpatialPointsDataFrame(moliere[,c(10,11)], |
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moliere[,-c(10,11)]) |
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``` |
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6 Racine |
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```{r} |
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racine <- read.csv("csv/racine.csv") |
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data_racine <- data[complete.cases(racine),] |
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racine$long <- as.numeric(racine$lng) |
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racine$lat <- as.numeric(racine$lat) |
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data_racine.SP <- SpatialPointsDataFrame(racine[,c(10,11)], |
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racine[,-c(10,11)]) |
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``` |
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7 Rotrou |
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```{r} |
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rotrou <- read.csv("csv/rotrou.csv") |
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data_rotrou <- data[complete.cases(rotrou),] |
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rotrou$long <- as.numeric(rotrou$lng) |
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rotrou$lat <- as.numeric(rotrou$lat) |
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data_rotrou.SP <- SpatialPointsDataFrame(rotrou[,c(10,11)], |
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rotrou[,-c(10,11)]) |
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``` |
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8 Scarron |
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```{r} |
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scarron <- read.csv("csv/scarron.csv") |
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data_scarron <- data[complete.cases(scarron),] |
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scarron$long <- as.numeric(scarron$lng) |
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scarron$lat <- as.numeric(scarron$lat) |
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data_scarron.SP <- SpatialPointsDataFrame(scarron[,c(10,11)], |
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scarron[,-c(10,11)]) |
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``` |
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9 Scudéry |
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```{r} |
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scudery <- read.csv("csv/scudery.csv") |
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data_scudery <- data[complete.cases(scudery),] |
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scudery$long <- as.numeric(scudery$lng) |
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scudery$lat <- as.numeric(scudery$lat) |
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data_scudery.SP <- SpatialPointsDataFrame(scudery[,c(10,11)], |
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scudery[,-c(10,11)]) |
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``` |
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Load the csv with the authors' data |
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```{r} |
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ecrivain <- read.csv("csv/ecrivain.csv") |
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ecrivain <- ecrivain[complete.cases(ecrivain),] |
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ecrivain$long <- as.numeric(ecrivain$lng) |
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ecrivain$lat <- as.numeric(ecrivain$lat) |
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data.SP <- SpatialPointsDataFrame(ecrivain[,c(6,7)], |
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ecrivain[,-c(6,7)]) |
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``` |
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### Load Icons for genre' markers |
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Comedies |
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```{r} |
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data_comedie <-read.csv("csv/theatre_comedie.csv") |
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icon_comedie <- makeAwesomeIcon(icon = "c", |
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markerColor = "red", |
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iconColor = "black", |
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library = "glyphicon", |
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text = data_comedie$publication, |
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fontFamily = "small") |
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``` |
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Tragedies |
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```{r} |
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data_tragedie <- read.csv("csv/theatre_tragedie.csv") |
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icon_tragedie <- makeAwesomeIcon(icon = "t", |
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markerColor = "green", |
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library = "fa", |
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iconColor = "black", |
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text = data_tragedie$publication, |
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fontFamily = "small") |
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``` |
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Tragi-comedies |
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```{r} |
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data_tragedie_comedie <- read.csv("csv/theatre_tragedie_comedie.csv") |
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icon_tragedie_comedie <- makeAwesomeIcon(icon = "tc", |
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markerColor = "blue", |
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library = "ion", |
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text = data_tragedie_comedie$publication, |
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fontFamily = "small") |
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``` |
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Loading the groups of authors divided by period |
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```{r} |
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theatre_groupe1 <- read.csv("csv/theatre_groupe1.csv") |
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theatre_groupe2 <- read.csv("csv/theatre_groupe2.csv") |
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theatre_groupe3 <- read.csv("csv/theatre_groupe3.csv") |
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``` |
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Add Icon for the genre |
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```{r} |
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html_legend <- "<p><b> Toponyms by genre:</b></p> |
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<img src='http://maps.google.com/mapfiles/ms/icons/red-dot.png' style='width:20px;height:20px;'>Comedy<br/> |
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<img src='http://maps.google.com/mapfiles/ms/icons/green-dot.png' style='width:20px;height:20px;'>Tragedy<br/> |
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<img src='http://maps.google.com/mapfiles/ms/icons/blue-dot.png' style='width:20px;height:20px;'>Tragicomedy" |
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``` |
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Loading the map |
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```{r} |
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m <- leaflet(shp) %>% |
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## Choose a standard basemap |
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## addTiles() %>% |
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## This is a first example of a possible basemap |
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## addProviderTiles(providers$OpenStreetMap) %>% |
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## This is a second example of a possible basemap |
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## addProviderTiles(providers$Stamen.Toner) %>% |
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## This is a third example of a possible basemap |
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addProviderTiles(providers$Esri.NatGeoWorldMap)%>% |
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## Add a Zoom reset option |
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addResetMapButton() %>% |
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## Choose the zoom of the map and its central point |
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setView(lng = -13.439978, |
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lat = 37.804134, |
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zoom = 2.2 ) %>% |
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## Add the layer with the polygons used for the big areas |
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addPolygons(data = shp, |
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stroke = FALSE, |
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smoothFactor = 0.2, |
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fillOpacity = 1, |
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color = ~pal(number), |
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group = "Areas", |
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label = ~paste("Area:", area, "that has", |
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number, "occurences", |
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sep = " ")) %>% |
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## Add a legend with the occurrences of the toponyms according to the macro areas |
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addLegend("bottomleft", |
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pal = pal, |
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values = ~number, |
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title = "Occurrences of toponyms by region:", |
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labFormat = labelFormat(suffix = " occurrences"), |
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opacity = 1, |
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group = "Areas") %>% |
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## Add a layer of circles for each author |
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## 9 Scudéry |
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addCircleMarkers(lng = scudery$lng, |
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lat = scudery$lat, |
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color = "brown", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Scudéry", |
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label = ~paste("The toponym", |
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scudery$occurrence, |
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"is mentioned in the work", |
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scudery$titre, |
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"by", |
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scudery$auteur)) %>% |
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## 9 Scudéry - Create a layer with colored dots |
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addCircleMarkers(lng = scudery$lng, |
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lat = scudery$lat, |
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color = "brown", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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scudery$occurrence, |
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"is mentioned in the work", |
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scudery$titre, |
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"by", |
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scudery$auteur)) %>% |
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# 8 Scarron - Create a layer with colored dots |
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addCircleMarkers(lng = scarron$lng, |
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lat = scarron$lat, |
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color = "white", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Scarron", |
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label = ~paste("The toponym", |
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scarron$occurrence, |
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"is mentioned in the work", |
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scarron$titre, |
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"by", |
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scarron$auteur)) %>% |
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# 8 Scarron - Create a layer with colored dots |
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addCircleMarkers(lng = scarron$lng, |
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lat = scarron$lat, |
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color = "white", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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scarron$occurrence, |
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"is mentioned in the work", |
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scarron$titre, |
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"by", |
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scarron$auteur)) %>% |
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##1 Boyer |
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addCircleMarkers(lng = boyer$lng, |
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lat = boyer$lat, |
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color = "blue", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Boyer", |
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label = ~paste("The toponym", |
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boyer$occurrence, |
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"is mentioned in the work", |
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boyer$titre, |
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"by", |
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boyer$auteur)) %>% |
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##1 Boyer - Create a layer with colored dots |
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addCircleMarkers(lng = boyer$lng, |
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lat = boyer$lat, |
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color = "blue", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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boyer$occurrence, |
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"is mentioned in the work", |
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boyer$titre, |
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"by", |
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boyer$auteur)) %>% |
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## 2 Corneille Pierre |
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addCircleMarkers(lng = corneille_P$lng, |
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lat = corneille_P$lat, |
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color = "Yellow", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Corneille Pierre", |
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label = ~paste("The toponym", |
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corneille_P$occurrence, |
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"is mentioned in the work", |
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corneille_P$titre, |
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"by", |
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corneille_P$auteur)) %>% |
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## 2 Corneille Pierre - Create a layer with colored dots |
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addCircleMarkers(lng = corneille_P$lng, |
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lat = corneille_P$lat, |
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color = "Yellow", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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corneille_P$occurrence, |
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"is mentioned in the work", |
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corneille_P$titre, |
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"by", |
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corneille_P$auteur)) %>% |
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## 3 Corneille Thomas |
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addCircleMarkers(lng = corneille_T$lng, |
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lat = corneille_T$lat, |
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color = "Green", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Corneille Thomas", |
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label = ~paste("The toponym", |
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corneille_T$occurrence, |
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"is mentioned in the work", |
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corneille_T$titre, |
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"by", |
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corneille_T$auteur)) %>% |
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## 3 Corneille Thomas - Create a layer with colored dots |
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addCircleMarkers(lng = corneille_T$lng, |
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lat = corneille_T$lat, |
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color = "Green", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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corneille_T$occurrence, |
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"is mentioned in the work", |
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corneille_T$titre, |
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"by", |
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corneille_T$auteur)) %>% |
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## 4 Du Ryer |
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addCircleMarkers(lng = duryer$lng, |
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lat = duryer$lat, |
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color = "Purple", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Du Ryer", |
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label = ~paste("The toponym", |
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duryer$occurrence, |
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"is mentioned in the work", |
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duryer$titre, |
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"of", |
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duryer$auteur)) %>% |
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## 4 Du Ryer - Create a layer with colored dots |
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addCircleMarkers(lng = duryer$lng, |
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lat = duryer$lat, |
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color = "Purple", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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duryer$occurrence, |
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"is mentioned in the work", |
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duryer$titre, |
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"of", |
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duryer$auteur)) %>% |
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## 5 Molière |
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addCircleMarkers(lng = moliere$lng, |
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lat = moliere$lat, |
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color = "Violet", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Molière", |
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label = ~paste("The toponym", |
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moliere$occurrence, |
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"is mentioned in the work", |
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moliere$titre, |
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"by", |
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moliere$auteur)) %>% |
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## 5 Molière - Create a layer with colored dots |
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addCircleMarkers(lng = moliere$lng, |
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lat = moliere$lat, |
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color = "Violet", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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moliere$occurrence, |
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"is mentioned in the work", |
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moliere$titre, |
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"by", |
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moliere$auteur)) %>% |
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## 6 Racine |
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addCircleMarkers(lng = racine$lng, |
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lat = racine$lat, |
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color = "Orange", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Racine", |
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label = ~paste("The toponym", |
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racine$occurrence, |
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"is mentioned in the work", |
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racine$titre, |
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"by", |
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racine$auteur)) %>% |
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## 6 Racine - Create a layer with colored dots |
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addCircleMarkers(lng = racine$lng, |
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lat = racine$lat, |
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color = "Orange", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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racine$occurrence, |
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"is mentioned in the work", |
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racine$titre, |
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"by", |
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racine$auteur)) %>% |
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## 7 Rotrou |
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addCircleMarkers(lng = rotrou$lng, |
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lat = rotrou$lat, |
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color = "red", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Rotrou", |
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label = ~paste("The toponym", |
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rotrou$occurrence, |
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"is mentioned in the work", |
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rotrou$titre, |
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"by", |
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rotrou$auteur)) %>% |
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|
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## 7 Rotrou - Create a layer with colored dots |
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addCircleMarkers(lng = rotrou$lng, |
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lat = rotrou$lat, |
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color = "red", |
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weight = 1, |
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radius = 14, |
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fillOpacity = 0.6, |
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group = "Toponyms by author", |
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label = ~paste("The toponym", |
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rotrou$occurrence, |
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"is mentioned in the work", |
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rotrou$titre, |
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"by", |
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rotrou$auteur)) %>% |
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|
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## Add a legend to link colored dots to their authors of reference |
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addLegend("bottomleft", |
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|
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colors= c("blue", "Yellow", "Green", |
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"purple", "Violet", "Orange", |
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"red", "white", "brown"), |
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|
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labels=c("Claude Boyer", "Pierre Corneille", "Thomas Corneille", |
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"Pierre du Ryer", "Molière", "Jean Racine", |
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"Jean Rotrou", "Paul Scarron", "Georges de Scudéry"), |
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title= "Toponyms by author:", |
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group = "Toponyms by author") %>% |
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|
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## Create the markers layer with a html pop-up |
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addMarkers(data = data, |
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lng = ~lng, |
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lat = ~lat, |
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group = "List of places", |
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popup = ~paste("<h4>Information on this place:</h4>", |
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"Occurrence:", "<b>", occurrence,"</b>","<br>", |
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"Type:", "<b>", type, "</b>", "</b>","<br>", |
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"Author:", "<b>", auteur, "</b>","<br>", |
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"Title:", "<b>", titre, "</b>", "<br>", |
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"Year:", "<b>", publication, "</b>", "<br>", |
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"Genre:", "<b>", genre, "</b>", "<br>", |
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sep = " "), |
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clusterOptions = markerClusterOptions()) %>% |
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|
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## Create markers with custumised custom made icons |
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## Commedies |
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addAwesomeMarkers(data = data_comedie, |
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data_comedie$lng, |
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data_comedie$lat, |
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group = "Comedy", |
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icon = icon_comedie, |
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popup = ~paste("<h4>Information on this place:</h4>", |
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"Occurrence:", "<b>", occurrence,"</b>","<br>", |
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"Type:", "<b>", type, "</b>", "</b>","<br>", |
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"Author:", "<b>", auteur, "</b>","<br>", |
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"Title:", "<b>", titre, "</b>", "<br>", |
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"Year:", "<b>", publication, "</b>", "<br>", |
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"Genre:", "<b>", genre, "</b>", "<br>", |
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sep = " ")) %>% |
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|
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## Tragedies |
|
addAwesomeMarkers(data = data_tragedie, |
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data_tragedie$lng, |
|
data_tragedie$lat, |
|
group = "Tragedy", |
|
icon = icon_tragedie, |
|
popup = ~paste("<h4>Information on this place:</h4>", |
|
"Occurrence:", "<b>", occurrence,"</b>","<br>", |
|
"Type:", "<b>", type, "</b>", "</b>","<br>", |
|
"Author:", "<b>", auteur, "</b>","<br>", |
|
"Title:", "<b>", titre, "</b>", "<br>", |
|
"Year:", "<b>", publication, "</b>", "<br>", |
|
"Genre:", "<b>", genre, "</b>", "<br>", |
|
sep = " ")) %>% |
|
|
|
## Tragic-commedies |
|
addAwesomeMarkers(data = data_tragedie_comedie, |
|
data_tragedie_comedie$lng, |
|
data_tragedie_comedie$lat, |
|
group = "Tragicomedy", |
|
icon = icon_tragedie_comedie, |
|
popup = ~paste("<h4>Information on this place:</h4>", |
|
"Occurrence:", "<b>", occurrence,"</b>","<br>", |
|
"Type:", "<b>", type, "</b>", "</b>","<br>", |
|
"Author:", "<b>", auteur, "</b>","<br>", |
|
"Title:", "<b>", titre, "</b>", "<br>", |
|
"Year:", "<b>", publication, "</b>", "<br>", |
|
"Genre:", "<b>", genre, "</b>", "<br>", |
|
sep = " ")) %>% |
|
|
|
## Add a group of heatmap, one for each period of writers' production |
|
## First period: Du Ryer, Scudéry, Rotrou, Scarron |
|
addHeatmap(theatre_groupe1$lng, |
|
theatre_groupe1$lat, |
|
group = "First Period", |
|
blur = 20, |
|
max = 0.5, |
|
radius = 15, |
|
gradient = '#ff7f50') %>% |
|
|
|
## Second Period: Pierre Corneille |
|
addHeatmap(theatre_groupe2$lng, |
|
theatre_groupe2$lat, |
|
group = "Second Period", |
|
blur = 20, |
|
max = 0.5, |
|
radius = 15, |
|
gradient = '#6495ed') %>% |
|
|
|
## Third Period: Boyer, Thomas Corneille, Molière, Racine |
|
addHeatmap(theatre_groupe3$lng, |
|
theatre_groupe3$lat, |
|
group = "Third Period", |
|
blur = 20, |
|
max = 0.5, |
|
radius = 15, |
|
gradient = '#9acd32') %>% |
|
|
|
## Add a legend for genre |
|
addControl(html = html_legend, position = "bottomleft") %>% |
|
|
|
# Add a legend that combines icon markers layers and heatmap layers |
|
addLegend(position = "bottomleft", |
|
labels = c("First Period", |
|
"Second Period", |
|
"Third Period"), |
|
|
|
colors = c("red", |
|
"blue", |
|
"green"), |
|
|
|
title = "Toponyms by period:") %>% |
|
|
|
## Add a legend with the credits |
|
addLegend("topright", |
|
|
|
colors = c("trasparent", "trasparent"), |
|
|
|
labels=c("Mapping: Giovanni Pietro Vitali - [email protected]", |
|
"Extraction: Simon Gabay - [email protected]"), |
|
|
|
title="Mapping French Theatre:") %>% |
|
|
|
## Add the layer selector which allows you to navigate the possibilities offered by this map |
|
|
|
addLayersControl(baseGroups = c("List of places", |
|
"Empty layer"), |
|
|
|
overlayGroups = c("Areas", |
|
"Comedy", |
|
"Tragedy", |
|
"Tragicomedy", |
|
"First Period", |
|
"Second Period", |
|
"Third Period", |
|
"Toponyms by author", |
|
"Authors", |
|
"Boyer", |
|
"Corneille Pierre", |
|
"Corneille Thomas", |
|
"Du Ryer", |
|
"Molière", |
|
"Racine", |
|
"Rotrou", |
|
"Scarron", |
|
"Scudéry"), |
|
|
|
options = layersControlOptions(collapsed = TRUE)) %>% |
|
|
|
## Hide the layers that the users can choose as they like |
|
hideGroup(c("Empty", |
|
"Authors", |
|
"Toponyms by author", |
|
"Comedy", |
|
"Tragedy", |
|
"Tragicomedy", |
|
"First Period", |
|
"Second Period", |
|
"Third Period", |
|
"Boyer", |
|
"Corneille Pierre", |
|
"Corneille Thomas", |
|
"Du Ryer", |
|
"Molière", |
|
"Racine", |
|
"Rotrou", |
|
"Scarron", |
|
"Scudéry")) |
|
``` |
|
|
|
```{r} |
|
|
|
#labelFormat(prefix = "", suffix = "", between = " – ", |
|
# digits = 3, big.mark = ",", transform = identity) |
|
``` |
|
|
|
Showing the map |
|
|
|
```{r} |
|
m |
|
``` |
