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+---
+title: "How housing is no longer a right"
+description: Visualization of the housing crisis in Spain according to official data from the Ministry of Transportation.
+categories: "2024"
+author: Maria Carda Gargallo
+date: "`r Sys.Date()`"
+output:
+ distill::distill_article:
+ self_contained: false
+ toc: true
+---
+
+
+## Introduction
+
+The original graph originates from the article published by elDiario.es on the occasion of a demonstration on rental prices in Madrid last October 2024 (["El aumento del precio del alquiler y la especulación avivan las protestas por el derecho a la vivienda"](https://www.eldiario.es/economia/aumento-precio-alquiler-especulacion-avivan-protestas-derecho-vivienda_1_11726321.html)). This article highlights different aspects of this housing crisis, and shows the boom in home purchase prices despite the slight increase in wages in recent years.
+
+
+### The original graph
+
+The graph shows the *Quarterly evolution of the appraised value of free housing per quarter in each Autonomous Community with respect to the quarter where the price of housing peaked in each community*, i.e. the variation in the appraised price of housing with respect to the 2008 crisis. It highlights the values of three communities (Madrid, Baleares and Canarias), which are those with the fastest growth trends in recent months.
+
+
+
+
+### Collecting data
+
+The data reflected in the graph is available free online. It is quarterly published by the Spanish Ministry of Transportation.
+
+The graph illustrates the appraised value of free housing.
+
+It can be easily downloaded [here](https://apps.fomento.gob.es/boletinonline2/?nivel=2&orden=35000000).
+
+## Basic elements
+
+### Packages
+
+The first step is to load the necessary libraries for the replication.
+
+```{r}
+library(ggplot2)
+library(dplyr)
+library(tidyverse)
+library(readxl)
+library(plotly)
+library(scales)
+```
+
+### Loading and preparing the data
+
+The database needs to be loaded and the missing values coded as "NA".
+
+```{r}
+data <- read_excel("BBDD_DATAVIZ.xls")
+data[data == "n.r"] <- NA
+```
+
+Once loaded, it is necessary to process the data to be able to work with it. First, the variable of the appraised value ("Valor Tasado") was renamed to eliminate the blank space between words to be more easily manageable.
+
+```{r}
+data <- data %>%
+ mutate(Valor_Tasado = `Valor Tasado`)
+```
+
+Then, the data was filtered to only consider the data of the major regions since it is also disaggregated by province. The filter is applied to the province column since the regional data has a missing value for this variable.
+
+```{r}
+data_filtered <- data %>%
+ filter(is.na(Provincia))
+```
+
+Once the data has been filtered, the highlighted regions were renamed to match the original graph's labels (Baleares, Madrid and Media Nacional). And a vector was created to contain the names of the specific regions to be highlighted in the following steps.
+
+```{r}
+data_filtered <- data_filtered %>%
+ mutate(CCAA = case_when(
+ CCAA == "Balears (Illes)" ~ "Baleares",
+ CCAA == "Madrid (Comunidad de)" ~ "Madrid",
+ CCAA == "Media Nacional" ~ "Media\nNacional",
+ TRUE ~ CCAA))
+
+comunidades_destacadas <- c("Baleares", "Madrid", "Canarias", "Media\nNacional")
+```
+
+Since the data is is provided in quarters, a new variable called "Fecha" (Date) has been created to easily represent the evolution of time. In this case, the variable has been coded to represent the last month of each quarter of the year.
+
+```{r}
+
+data_filtered <- data_filtered %>%
+ mutate(Fecha = as.Date(paste(Año, Trimestre * 3, "01", sep = "-"), format = "%Y-%m-%d"))
+```
+
+Following the previous steps, it is needed to calculate the maximum value of the appraised value during the housing crisis. Therefore, the data is filtered before 2009 (according to the period highlighted in the original graph). The, it is grouped by region to get the maximum value for each one of them. After that, if the value is missing it is replaced by 0 and since this calculus has been made in a different data frame, the results are finally joined by region.
+
+```{r}
+max_data <- data_filtered %>%
+ filter(Año < 2009) %>%
+ group_by(CCAA) %>%
+ summarise(
+ Valor_Max = max(Valor_Tasado, na.rm = TRUE),
+ .groups = "drop"
+ ) %>%
+ complete(CCAA, fill = list(Valor_Max = 0))
+
+data_filtered <- data_filtered %>%
+ left_join(max_data, by = "CCAA")
+```
+
+Finally, a variable is aggregated to be able to represent the evolution of housing prices according to the maximum value calculated before. This variable contains the porcentual change in housing prices for the maximum value in the crisis period. Moreover, it has been contemplated that if the maximum value is missing (equal to 0), the Evolution (Evolución) value is also 0.
+
+```{r}
+data_filtered <- data_filtered %>%
+ mutate(
+ Evolucion = if_else(
+ Valor_Max != 0,
+ ((Valor_Tasado - Valor_Max) / Valor_Max) * 100, 0 ))
+```
+
+
+## Replication
+
+Once the data is prepared, it is time to replicate the graph. The first step is to create a basic graph that includes the data to be represented and the axis variables. In this case, the x-axis represents the date ("Fecha") and the y-axis the Evolution. The data is grouped by CCAA and the color to represent each line is determined by the CCAA they belong to.
+
+```{r}
+mi_grafico_mal <- ggplot(data_filtered,
+ aes(x = Fecha, y = Evolucion, group = CCAA))
+mi_grafico_mal
+```
+
+To represent the lines, the command *geom_step* has been used since it represents the data according to the original graph (similar to a stairs/steps). Since there are two groups of CCAA, the first step has been to represent those that are not highlighted/labeled, which are represented in grey.
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal +
+ geom_step(data = subset(data_filtered,
+ !CCAA %in% comunidades_destacadas),
+ color = "grey80")
+mi_grafico_mal
+```
+The second part is to represent the highlighted regions, which are those contained in the vector of the previous steps and they are colored by region.
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + geom_step(data = subset(data_filtered, CCAA %in% comunidades_destacadas), aes(color = CCAA),
+ size = 1.2)
+mi_grafico_mal
+```
+
+Then, the marked line at the y-axis for value 0 is added in black.
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + geom_hline(yintercept = 0, linetype = "solid", linewidth = 0.3, color ="black")
+
+mi_grafico_mal
+```
+
+
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + geom_text(
+ data = subset(data_filtered, CCAA %in% comunidades_destacadas) %>%
+ group_by(CCAA) %>%
+ filter(Fecha == max(Fecha, na.rm = TRUE)),
+ aes(x = as.Date("2024-06-30") - 1,
+ y = Evolucion,
+ label = paste(CCAA, "\n", round(Evolucion, 1), "%"),
+ color = CCAA),
+ hjust = 0, vjust = 0.3, size = 2.8, fontface = "bold")
+
+mi_grafico_mal
+```
+To highlight the period of the economic crisis of 2008, a rectangle is created using *annotate* using the max and min values for the y-axis and the period between 2006 and 2008 for the x-axis.
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + annotate("rect",
+ xmin = as.Date("2006-01-01"), xmax = as.Date("2008-12-31"), ymin = -Inf, ymax = Inf,
+ fill = "grey", alpha = 0.2)
+
+mi_grafico_mal
+```
+
+However, this previous area contains the label "Burbuja Inmobiliaria" (Housing Bubble), which is also added using *annotate* to the estimated coordinates and style of the original graph.
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + annotate("text", x = as.Date("2007-07-01"), y = 10, label = "Burbuja\nInmobiliaria",
+ color = "black", size = 4, fontface = "bold", hjust = 0.5, vjust = -0.5)
+
+mi_grafico_mal
+```
+Now that all necessary data representation is prepared, the following steps are related to the theme and final adjustments to accurately represent the original graph.
+
+First, the x-axis is adjusted using the *scale_x_date* command to represent the date variable only for even years. To do so, the limit of the axis is set to the final month of available data (June of 2024, at the time of consultation) and then the breaks are set so that the year represented is divisible by 2 (to ensure even numbers).
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + scale_x_date(
+ limits = c(min(data_filtered$Fecha, na.rm = TRUE), as.Date("2024-06-30")),
+ breaks = seq(
+ from = as.Date(paste0(ifelse(year(min(data_filtered$Fecha, na.rm = TRUE)) %% 2 == 0,
+ year(min(data_filtered$Fecha, na.rm = TRUE)),
+ year(min(data_filtered$Fecha, na.rm = TRUE)) + 1), "-01-01")),
+ to = as.Date("2024-01-01"),
+ by = "2 years"),
+ date_labels = "%Y")
+
+mi_grafico_mal
+```
+Second, the y-axis is also adjusted so that values are represented by 10% and despite showing values for up to 30% and down to -80%, not show these limit labels.
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + scale_y_continuous(
+ limits = c(-80, 30), # Establecer el límite superior en +30%
+ breaks = seq(-70, 20, by = 10), # Mostrar etiquetas de cada 10 unidades
+ labels = function(y) ifelse(y == -80, "", paste0(y, "%")), # Ocultar etiqueta en -80
+ expand = expansion(mult = c(0, 0.05))
+)
+
+mi_grafico_mal
+```
+
+Afterwards, the original colors of the highlighted regions are manually coded. (PONER AQUÍ EL LINK DEL BUSCADOR DE COLORES)
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + scale_color_manual(values = c("Media Nacional" = "#5E5E5E", "Baleares" = "#ECDC49",
+ "Madrid" = "#2C7BCB", "Canarias" = "#175695", "Otros" = "#D9D9D9"))
+
+mi_grafico_mal
+```
+
+Then, the title, subtitle and caption are introduced using *labs*.
+
+```{r}
+
+mi_grafico_mal <- mi_grafico_mal +
+ labs(
+ title = "En Baleares y Madrid el precio de la vivienda ya está por encima del peor momento de la burbuja",
+ subtitle = "Evolución trimestral del valor tasado de la vivienda libre en cada CCAA respecto al trimestre donde el precio de la vivienda tocó techo en cada\ncomunidad",
+ caption = "Fuente: Ministerio de Transportes y Movilidad Sostenible"
+ )
+
+mi_grafico_mal
+```
+Finally, the theme is established to accurately replicate the graph. Here is necessary to eliminate the legend, both axis labels and the grid lines of the x-axis. Regarding the y-axis, the grid lines are styled according to the original in grey.
+
+```{r}
+mi_grafico_mal <- mi_grafico_mal + theme(
+ legend.position = "none", # Remove the legend
+ axis.title.y = element_blank(), # Remove y-axis title
+ axis.title.x = element_blank(), # Remove x-axis title
+ panel.grid.major.x = element_blank(), # Remove major grid lines on x-axis
+ panel.grid.major.y = element_line(color = "grey80", size = 0.5), # Style major y-axis grid lines
+ panel.grid.minor = element_blank(), # Remove minor grid lines
+ plot.margin = margin(5, 80, 5, 5), # Set plot margins
+ plot.title = element_text(face = "bold"), # Make the plot title bold
+ panel.background = element_rect(fill = "white", color = NA) # Set plot background to white
+)
+
+
+mi_grafico_mal
+```
+
+Finally, *coord_cartesian* is employed to eliminate the limits that do not allow to see the highlighted regions' labels (concretely, the key command is clip = "off").
+
+```{r, fig.height=8, fig.width=17}
+mi_grafico_mal <- mi_grafico_mal + coord_cartesian(xlim = c(as.Date("1995-03-01"),
+ as.Date("2024-06-30")), clip = "off", expand = 0)
+
+mi_grafico_mal
+```
+
+
+However, this final graph has an issue since Ceuta and Melilla are not represented in the original graph. Therefore, the data is filtered to eliminate this two regions and then the code is executed altogether to represent the graph correctly.
+
+```{r, fig.height=8, fig.width=17}
+data_limited <- subset(data_filtered, CCAA != "Ceuta" & CCAA != "Melilla")
+
+mi_grafico <- ggplot(data_limited,
+ aes(x = Fecha, y = Evolucion, group = CCAA, color = CCAA)) +
+ geom_step(data = subset(data_limited, !CCAA %in% comunidades_destacadas),
+ color = "grey80") +
+ geom_step(data = subset(data_limited, CCAA %in% comunidades_destacadas), aes(color = CCAA), size = 1.2) +
+ geom_hline(yintercept = 0, linetype = "solid", linewidth = 0.3, color ="black") +
+ geom_text(
+ data = subset(data_filtered, CCAA %in% comunidades_destacadas) %>%
+ group_by(CCAA) %>%
+ filter(Fecha == max(Fecha, na.rm = TRUE)),
+ aes(x = as.Date("2024-06-30") - 1,
+ y = Evolucion,
+ label = paste(CCAA, "\n", round(Evolucion, 1), "%"),
+ color = CCAA),
+ hjust = 0, vjust = 0.3, size = 2.8, fontface = "bold") +
+ annotate("rect", xmin = as.Date("2006-01-01"), xmax = as.Date("2008-12-31"), ymin = -Inf, ymax = Inf,
+ fill = "grey", alpha = 0.2) + # Rectángulo gris
+ annotate("text", x = as.Date("2007-07-01"), y = 10, label = "Burbuja\nInmobiliaria",
+ color = "black", size = 3.5, fontface = "bold", hjust = 0.5, vjust = -0.5) +
+ scale_x_date(
+ limits = c(min(data_filtered$Fecha, na.rm = TRUE), as.Date("2024-06-30")),
+ breaks = seq(
+ from = as.Date(paste0(ifelse(year(min(data_filtered$Fecha, na.rm = TRUE)) %% 2 == 0,
+ year(min(data_filtered$Fecha, na.rm = TRUE)),
+ year(min(data_filtered$Fecha, na.rm = TRUE)) + 1), "-01-01")),
+ to = as.Date("2024-01-01"),
+ by = "2 years"),
+ date_labels = "%Y") +
+ scale_y_continuous(
+ limits = c(-80, 30),
+ breaks = seq(-70, 20, by = 10),
+ labels = function(y) ifelse(y == -80, "", paste0(y, "%")),
+ expand = expansion(mult = c(0, 0.05))) +
+ scale_color_manual(values = c("Media Nacional" = "#5E5E5E", "Baleares" = "#ECDC49",
+ "Madrid" = "#2C7BCB", "Canarias" = "#175695", "Otros" = "#D9D9D9")) +
+ labs(title = "En Baleares y Madrid el precio de la vivienda ya está por encima del peor momento de la burbuja",
+ subtitle = "Evolución trimestral del valor tasado de la vivienda libre en cada CCAA respecto al
+ trimestre donde el precio de la vivienda tocó techo en cada\ncomunidad",
+ caption = "Fuente: Ministerio de Transportes y Movilidad Sostenible") +
+ theme(
+ legend.position = "none",
+ axis.title.y = element_blank(),
+ axis.title.x = element_blank(),
+ panel.grid.major.x = element_blank(),
+ panel.grid.major.y = element_line(color = "grey80", size = 0.5),
+ panel.grid.minor = element_blank(),
+ plot.margin = margin(5, 60, 5, 5),
+ plot.title = element_text(face = "bold"),
+ panel.background = element_rect(fill = "white")) +
+ coord_cartesian(xlim = c(as.Date("1995-03-01"), as.Date("2024-06-30")), clip = "off", expand = 0)
+
+mi_grafico
+```
+
+### Interactive version
+
+In addition, *ggplotly* has been used to make the plot interactive, which enables to see the price value, the quarter, the year and the corresponding region when the cursor is moved across the plot.
+
+```{r}
+y <- ggplot(data_limited,
+ aes(x = Fecha, y = Evolucion, group = CCAA, color = CCAA,
+ text = paste("CCAA:", CCAA, " Año:", format(Fecha, "%Y"), " Trimestre:",
+ Trimestre, " Evolución:", round(Evolucion, 2), "%"))) +
+ geom_step(data = subset(data_limited, !CCAA %in% comunidades_destacadas),
+ color = "grey80") + # Comunidades en gris claro
+ geom_step(data = subset(data_limited, CCAA %in% comunidades_destacadas),
+ size = 1.2) + # Comunidades destacadas
+ geom_hline(yintercept = 0, linetype = "solid", linewidth = 0.1, color = "black") +
+geom_text(
+ data = subset(data_filtered, CCAA %in% comunidades_destacadas) %>%
+ group_by(CCAA) %>%
+ filter(Fecha == max(Fecha, na.rm = TRUE)),
+ aes(x = as.Date("2024-06-30") + 60,
+ y = Evolucion,
+ label = paste(CCAA, "\n", round(Evolucion, 1), "%"),
+ color = CCAA),
+ hjust = 0, vjust = 0.3, size = 2.8, fontface = "bold")+
+ annotate("rect", xmin = as.Date("2006-01-01"), xmax = as.Date("2008-12-31"), ymin = -Inf, ymax = Inf,
+ fill = "grey", alpha = 0.2) +
+ annotate("text", x = as.Date("2007-07-01"), y = 10, label = "Burbuja\nInmobiliaria",
+ color = "black", size = 3, fontface = "bold", hjust = 0.5, vjust = -0.5) +
+ scale_x_date(
+ limits = c(min(data_limited$Fecha, na.rm = TRUE), as.Date("2024-12-31")),
+ date_breaks = "2 years",
+ date_labels = "%Y"
+ ) +
+ scale_y_continuous(
+ limits = c(-80, 30),
+ breaks = seq(-70, 20, by = 10),
+ labels = function(y) ifelse(y == -80, "", paste0(y, "%")),
+ expand = expansion(mult = c(0, 0.05))
+ ) +
+ scale_color_manual(values = c("Media Nacional" = "#5E5E5E", "Baleares" = "#ECDC49",
+ "Madrid" = "#2C7BCB", "Canarias" = "#175695", "Otros" = "#D9D9D9")) +
+ labs(
+ title = "Evolución del precio de la vivienda libre en cada CCAA:
+ Comparación trimestral respecto al valor máximo antes de la burbuja",
+ caption = "Fuente: Ministerio de Transportes y Movilidad Sostenible"
+ ) +
+ theme(
+ legend.position = "none",
+ axis.title.y = element_blank(),
+ axis.title.x = element_blank(),
+ panel.grid.major.x = element_blank(),
+ panel.grid.major.y = element_line(color = "grey80", size = 0.5),
+ panel.grid.minor = element_blank(),
+ plot.margin = margin(5, 60, 5, 5),
+ panel.background = element_rect(fill = "white")
+ )
+
+interactive_plot <- ggplotly(y, tooltip = "text")
+
+interactive_plot
+
+```
+
+However, this function has trade-offs. In this sense, in order to make the chart dynamic, the final labels of the highlighted regions are not represented and it is not possible to include the box displaying the period of the crisis.
+
+## Alternative representation of the graph
+
+The original graph from elDiario.es is a good approach to represent the evolution of housing prices in relation to the economic crisis of 2008. Nonetheless, there are some issues that could be improved. For example, the user is not able to see the values for all the regions since only the highlighted ones are easy to identify (which are the ones where prices have been recently growing faster).
+
+Consequently, two alternatives are proposed to improve the representation of the data.
+
+### Option 1: Tile graph
+
+The first improvement option consists of transforming the graph into a tile graph. First, the date variable (Fecha) is ensured to be established as a date. Then, the base graph is created where date, region and evolution are represented in tiles.
+
+```{r}
+data_limited$Fecha <- as.Date(data_limited$Fecha)
+
+tile <- ggplot(data_limited, aes(x = Fecha, y = CCAA, fill = Evolucion)) +
+ geom_tile(color = "white", height = 0.5)
+tile
+```
+
+Afterwards, the highlighted crisis period is represented by a yellow rectangle so it can be easily identified. Plus, the national average is also highlighted in green.
+
+```{r}
+
+
+tile <- tile + geom_rect(aes(xmin = as.Date("2006-01-01"), xmax = as.Date("2008-12-31"),
+ ymin = -Inf, ymax = Inf, color = "Burbuja Inmobiliaria"),
+ fill = NA, linewidth = 1) +
+ scale_color_manual(
+ name = NULL,
+ values = c("Burbuja Inmobiliaria" = "yellow")
+ ) + annotate(
+ "rect",
+ xmin = as.Date("1995-03-01"), xmax = as.Date("2024-06-30"),
+ ymin = which(levels(factor(data_limited$CCAA)) == "Media\nNacional") - 0.5,
+ ymax = which(levels(factor(data_limited$CCAA)) == "Media\nNacional") + 0.5,
+ fill = NA, color = "green", linewidth = 0.4
+ )
+
+tile
+```
+
+Then, the x-axis is set to represent the date every 2 years (like the original graph).
+
+```{r}
+tile <- tile +
+ scale_x_date(
+ limits = c(min(data_limited$Fecha, na.rm = TRUE), as.Date("2024-12-01")),
+ date_breaks = "2 years",
+ date_labels = "%Y")
+
+tile
+```
+For this graph, it is important to determine the colors of the gradient for an easier visualization. Consequently, the gradient has been coded so that values around 0% are white, the values above are orange and the inferior values are blue.
+
+```{r}
+tile <- tile + scale_fill_gradientn(
+ colours = c("blue", "white", "orange"),
+ values = rescale(c(-75, 0, 30)),
+ name = "Evolución (%)")
+
+tile
+```
+The final steps include determining the title, subtitle and caption according to the original graph.
+
+```{r, fig.height=6, fig.width=12}
+tile <- tile +
+ labs(
+ title = "En Baleares y Madrid el precio de la vivienda
+ ya está por encima del peor momento de la burbuja",
+ subtitle = "Evolución trimestral del valor tasado de la vivienda libre en cada CCAA
+ respecto al trimestre donde el precio de la vivienda tocó techo\nen cada comunidad",
+ caption = "Fuente: Ministerio de Transportes y Movilidad Sostenible")
+
+tile
+```
+
+And finally, establish the theme of the plot: white background, eliminating the axis labels and the margins of the plot.
+
+```{r, fig.height=6, fig.width=12}
+ tile <- tile +
+ theme(
+ legend.position = "right",
+ axis.title.y = element_blank(),
+ axis.title.x = element_blank(),
+ panel.grid.major.x = element_blank(),
+ panel.grid.major.y = element_blank(),
+ panel.grid.minor = element_blank(),
+ plot.margin = margin(5, 60, 5, 5),
+ plot.title = element_text(face = "bold"),
+ panel.background = element_rect(fill = "white"))
+
+tile
+```
+
+### Option 2: Interactive bubble graph
+
+The second option consists of an interactive bubble graph inspired by gapminder. The aim is to represent the evolution of the appraised value of housing in relation with the average wages and the population of each region throughout the years.
+
+#### Introducing new data
+
+The first step is to introduce the new data that is needed. Both, the average wages and the population size are available at [INE's webpage](https://www.ine.es).
+
+Regarding [the average wages per region](https://www.ine.es/jaxiT3/Tabla.htm?t=9949), the data is available from 2008 to 2023 in this database since it is divided into different datasets depending on which year is taken as the baseline to calculate the monetary value.
+
+And regarding [the population per region](https://www.ine.es/jaxiT3/Datos.htm?t=2915), the data is available from 1996 to 2021 (excluding 1997 in this period) for all Autonomous Communities and including the national average.
+
+```{r}
+renta_CCAA <- read_excel("RENTA PER CAPITA CCAA.xlsx")
+
+POP <- read_excel("POP.xlsx")
+```
+
+However, the data is not in a tidy format and it needs to be arranged accordingly to be able to join all databases.
+
+```{r}
+
+renta_CCAA <- renta_CCAA %>%
+ rename(CCAA = Año) %>%
+ pivot_longer(cols = 2:17, names_to = "Año", values_to = "renta_media")
+
+POP <- POP %>%
+ pivot_longer(cols = 2:27, names_to = "Año", values_to = "population")
+
+merged_data <- renta_CCAA %>%
+ left_join(POP, by = c("CCAA", "Año"))
+
+merged_data <- merged_data %>%
+ mutate(CCAA = case_when(
+ CCAA == "Balears, Illes" ~ "Baleares",
+ CCAA == "Madrid, Comunidad de" ~ "Madrid",
+ CCAA == "Media Nacional" ~ "Media\nNacional",
+ CCAA == "Asturias, Principado de" ~ "Asturias (Principado de )",
+ CCAA == "Castilla - La Mancha" ~ "Castilla-La Mancha",
+ CCAA == "Comunitat Valenciana" ~ "Comunidad Valenciana",
+ CCAA == "Navarra, Comunidad Foral de" ~ "Navarra (Comunidad Foral de)",
+ CCAA == "Rioja, La" ~ "Rioja (La)",
+ TRUE ~ CCAA
+ ))
+
+```
+
+Once the new data has been prepared, the original database has to be filtered again since wages and population are not aggregated by quarter. Therefore, the filter is going to be applied so that the year prices are the ones corresponding to the end of each year (fourth quarter). Plus, it ensure that the year is coded as a numeric variable to join the datasets.
+
+```{r}
+data_filtered_filtered <- data_filtered %>%
+ filter(Trimestre == 4)
+
+merged_data <- merged_data %>%
+ mutate(Año = as.numeric(Año))
+
+
+combined_data <- merged_data %>%
+ left_join(data_filtered_filtered, by = c("CCAA", "Año"))
+
+filtered_data <- combined_data %>%
+ filter(!Año %in% c(2022, 2023)) %>%
+ filter(!CCAA == "Media\nNacional")
+```
+
+The last part of the code filters the combined dataset to exclude rows the years 2022 and 2023 since population and wages data is not included for those years. Additionally, the national average value is also excluded because it disproportionately included data from all the Autonomous Communities and it made visual representation unbalanced.
+
+#### Axis range
+
+The second step of the second alternative is to set the ranges for the x-axis and y-axis. Here, it takes the minimum and maximum values of wages and appraised value respectively, ignoring any missing values. Each range is then scaled to expand the upper and lower bounds) to ensure the plot includes some extra space around the data points for better visualization.
+
+```{r}
+x_range <- range(filtered_data$renta_media, na.rm = TRUE) * c(0.5, 1.3)
+y_range <- range(filtered_data$Valor_Tasado, na.rm = TRUE) * c(0.5, 1.3)
+
+```
+
+#### Visualization
+
+In order to visualize the evolution of salaries (renta_media) and housing prices (Valor_Tasado) across regions (CCAA) over time, the code below uses *plotly* to build an animated bubble plot. Each bubble represents a territory; the color of the bubble indicates the region (CCAA), and the size of the bubble is proportional to the population. The animation moves through frames corresponding to different years. Details such as the year, region, average salary, and house price are displayed when you click over a bubble.
+
+```{r, fig.height=8, fig.width=12}
+animated_plot <- plot_ly(data = filtered_data,
+ x = ~Valor_Tasado,
+ y = ~renta_media,
+ size = ~population,
+ color = ~CCAA,
+ frame = ~Año,
+ text = ~paste("Año: ", Año,
+ " CCAA: ", CCAA,
+ " Renta Media: ", renta_media,
+ " Valor Tasado: ", Valor_Tasado),
+ hoverinfo = "text",
+ marker = list(sizemode = 'diameter', opacity = 0.6, line = list(width = 0))) %>%
+ layout(title = "Evolution of housing prices and wages per region",
+ xaxis = list(title = "Valor Tasado de la Vivienda", range = y_range),
+ yaxis = list(title = "Renta Media", range = x_range),
+ showlegend = TRUE,
+ hovermode = "closest") %>%
+ animation_opts(frame = 300, transition = 0, easing = "linear", redraw = FALSE)
+
+
+animated_plot
+
+```
+
+
+## Conclusions
+
+The alternative versions of the original graph allow to extract some information that perhaps was not easily to consider in the article of the online newspaper. For example, it is easier to observe the differences between regions, since those that are in a worse situation than during the 2008 crisis (in orange in the tile graph) stand out against those that have not yet reached their prices during the crisis. Plus, each region is easier to identify.
+
+Finally, the interactive version of the bubble plot provides a view of the trend in relation to wages, which puts the issue in perspective, since they are not on an even trend. This approach is key to understanding the magnitude of the housing problem and regional disparities in housing affordability.
+
+
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+ How housing is no longer a right
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How housing is no longer a right
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+
+
2024
+
+
+
Visualization of the housing crisis in Spain according to official data from the Ministry of Transportation.
+
+
+
+
+ Maria Carda Gargallo
+
+ 2024-12-21
+
+
+
+
+
+
+
Introduction
+
The original graph originates from the article published by elDiario.es on the occasion of a demonstration on rental prices in Madrid last October 2024 (“El aumento del precio del alquiler y la especulación avivan las protestas por el derecho a la vivienda”). This article highlights different aspects of this housing crisis, and shows the boom in home purchase prices despite the slight increase in wages in recent years.
+
The original graph
+
The graph shows the Quarterly evolution of the appraised value of free housing per quarter in each Autonomous Community with respect to the quarter where the price of housing peaked in each community, i.e. the variation in the appraised price of housing with respect to the 2008 crisis. It highlights the values of three communities (Madrid, Baleares and Canarias), which are those with the fastest growth trends in recent months.
+
+
+Original graph
+
+
Collecting data
+
The data reflected in the graph is available free online. It is quarterly published by the Spanish Ministry of Transportation.
+
The graph illustrates the appraised value of free housing.
Once loaded, it is necessary to process the data to be able to work with it. First, the variable of the appraised value (“Valor Tasado”) was renamed to eliminate the blank space between words to be more easily manageable.
Then, the data was filtered to only consider the data of the major regions since it is also disaggregated by province. The filter is applied to the province column since the regional data has a missing value for this variable.
Once the data has been filtered, the highlighted regions were renamed to match the original graph’s labels (Baleares, Madrid and Media Nacional). And a vector was created to contain the names of the specific regions to be highlighted in the following steps.
Since the data is is provided in quarters, a new variable called “Fecha” (Date) has been created to easily represent the evolution of time. In this case, the variable has been coded to represent the last month of each quarter of the year.
+
+
+
data_filtered<-data_filtered%>%
+mutate(Fecha =as.Date(paste(Año, Trimestre*3, "01", sep ="-"), format ="%Y-%m-%d"))
+
+
+
Following the previous steps, it is needed to calculate the maximum value of the appraised value during the housing crisis. Therefore, the data is filtered before 2009 (according to the period highlighted in the original graph). The, it is grouped by region to get the maximum value for each one of them. After that, if the value is missing it is replaced by 0 and since this calculus has been made in a different data frame, the results are finally joined by region.
Finally, a variable is aggregated to be able to represent the evolution of housing prices according to the maximum value calculated before. This variable contains the porcentual change in housing prices for the maximum value in the crisis period. Moreover, it has been contemplated that if the maximum value is missing (equal to 0), the Evolution (Evolución) value is also 0.
Once the data is prepared, it is time to replicate the graph. The first step is to create a basic graph that includes the data to be represented and the axis variables. In this case, the x-axis represents the date (“Fecha”) and the y-axis the Evolution. The data is grouped by CCAA and the color to represent each line is determined by the CCAA they belong to.
+
+
+
mi_grafico_mal<-ggplot(data_filtered,
+aes(x =Fecha, y =Evolucion, group =CCAA))
+mi_grafico_mal
+
+
+
+
To represent the lines, the command geom_step has been used since it represents the data according to the original graph (similar to a stairs/steps). Since there are two groups of CCAA, the first step has been to represent those that are not highlighted/labeled, which are represented in grey.
+
+
+
mi_grafico_mal<-mi_grafico_mal+
+geom_step(data =subset(data_filtered,
+!CCAA%in%comunidades_destacadas),
+ color ="grey80")
+mi_grafico_mal
+
+
+
+
The second part is to represent the highlighted regions, which are those contained in the vector of the previous steps and they are colored by region.
To highlight the period of the economic crisis of 2008, a rectangle is created using annotate using the max and min values for the y-axis and the period between 2006 and 2008 for the x-axis.
However, this previous area contains the label “Burbuja Inmobiliaria” (Housing Bubble), which is also added using annotate to the estimated coordinates and style of the original graph.
+
+
+
mi_grafico_mal<-mi_grafico_mal+annotate("text", x =as.Date("2007-07-01"), y =10, label ="Burbuja\nInmobiliaria",
+ color ="black", size =4, fontface ="bold", hjust =0.5, vjust =-0.5)
+
+mi_grafico_mal
+
+
+
+
Now that all necessary data representation is prepared, the following steps are related to the theme and final adjustments to accurately represent the original graph.
+
First, the x-axis is adjusted using the scale_x_date command to represent the date variable only for even years. To do so, the limit of the axis is set to the final month of available data (June of 2024, at the time of consultation) and then the breaks are set so that the year represented is divisible by 2 (to ensure even numbers).
Second, the y-axis is also adjusted so that values are represented by 10% and despite showing values for up to 30% and down to -80%, not show these limit labels.
+
+
+
mi_grafico_mal<-mi_grafico_mal+scale_y_continuous(
+ limits =c(-80, 30), # Establecer el límite superior en +30%
+ breaks =seq(-70, 20, by =10), # Mostrar etiquetas de cada 10 unidades
+ labels =function(y)ifelse(y==-80, "", paste0(y, "%")), # Ocultar etiqueta en -80
+ expand =expansion(mult =c(0, 0.05))
+)
+
+mi_grafico_mal
+
+
+
+
Afterwards, the original colors of the highlighted regions are manually coded. (PONER AQUÍ EL LINK DEL BUSCADOR DE COLORES)
Then, the title, subtitle and caption are introduced using labs.
+
+
+
mi_grafico_mal<-mi_grafico_mal+
+labs(
+ title ="En Baleares y Madrid el precio de la vivienda ya está por encima del peor momento de la burbuja",
+ subtitle ="Evolución trimestral del valor tasado de la vivienda libre en cada CCAA respecto al trimestre donde el precio de la vivienda tocó techo en cada\ncomunidad",
+ caption ="Fuente: Ministerio de Transportes y Movilidad Sostenible"
+)
+
+mi_grafico_mal
+
+
+
+
Finally, the theme is established to accurately replicate the graph. Here is necessary to eliminate the legend, both axis labels and the grid lines of the x-axis. Regarding the y-axis, the grid lines are styled according to the original in grey.
+
+
+
mi_grafico_mal<-mi_grafico_mal+theme(
+ legend.position ="none", # Remove the legend
+ axis.title.y =element_blank(), # Remove y-axis title
+ axis.title.x =element_blank(), # Remove x-axis title
+ panel.grid.major.x =element_blank(), # Remove major grid lines on x-axis
+ panel.grid.major.y =element_line(color ="grey80", size =0.5), # Style major y-axis grid lines
+ panel.grid.minor =element_blank(), # Remove minor grid lines
+ plot.margin =margin(5, 80, 5, 5), # Set plot margins
+ plot.title =element_text(face ="bold"), # Make the plot title bold
+ panel.background =element_rect(fill ="white", color =NA)# Set plot background to white
+)
+
+
+mi_grafico_mal
+
+
+
+
Finally, coord_cartesian is employed to eliminate the limits that do not allow to see the highlighted regions’ labels (concretely, the key command is clip = “off”).
However, this final graph has an issue since Ceuta and Melilla are not represented in the original graph. Therefore, the data is filtered to eliminate this two regions and then the code is executed altogether to represent the graph correctly.
+
+
+
data_limited<-subset(data_filtered, CCAA!="Ceuta"&CCAA!="Melilla")
+
+mi_grafico<-ggplot(data_limited,
+aes(x =Fecha, y =Evolucion, group =CCAA, color =CCAA))+
+geom_step(data =subset(data_limited, !CCAA%in%comunidades_destacadas),
+ color ="grey80")+
+geom_step(data =subset(data_limited, CCAA%in%comunidades_destacadas), aes(color =CCAA), size =1.2)+
+geom_hline(yintercept =0, linetype ="solid", linewidth =0.3, color ="black")+
+geom_text(
+ data =subset(data_filtered, CCAA%in%comunidades_destacadas)%>%
+group_by(CCAA)%>%
+filter(Fecha==max(Fecha, na.rm =TRUE)),
+aes(x =as.Date("2024-06-30")-1,
+ y =Evolucion,
+ label =paste(CCAA, "\n", round(Evolucion, 1), "%"),
+ color =CCAA),
+ hjust =0, vjust =0.3, size =2.8, fontface ="bold")+
+annotate("rect", xmin =as.Date("2006-01-01"), xmax =as.Date("2008-12-31"), ymin =-Inf, ymax =Inf,
+ fill ="grey", alpha =0.2)+# Rectángulo gris
+annotate("text", x =as.Date("2007-07-01"), y =10, label ="Burbuja\nInmobiliaria",
+ color ="black", size =3.5, fontface ="bold", hjust =0.5, vjust =-0.5)+
+scale_x_date(
+ limits =c(min(data_filtered$Fecha, na.rm =TRUE), as.Date("2024-06-30")),
+ breaks =seq(
+ from =as.Date(paste0(ifelse(year(min(data_filtered$Fecha, na.rm =TRUE))%%2==0,
+year(min(data_filtered$Fecha, na.rm =TRUE)),
+year(min(data_filtered$Fecha, na.rm =TRUE))+1), "-01-01")),
+ to =as.Date("2024-01-01"),
+ by ="2 years"),
+ date_labels ="%Y")+
+scale_y_continuous(
+ limits =c(-80, 30),
+ breaks =seq(-70, 20, by =10),
+ labels =function(y)ifelse(y==-80, "", paste0(y, "%")),
+ expand =expansion(mult =c(0, 0.05)))+
+scale_color_manual(values =c("Media Nacional"="#5E5E5E", "Baleares"="#ECDC49",
+"Madrid"="#2C7BCB", "Canarias"="#175695", "Otros"="#D9D9D9"))+
+labs(title ="En Baleares y Madrid el precio de la vivienda ya está por encima del peor momento de la burbuja",
+ subtitle ="Evolución trimestral del valor tasado de la vivienda libre en cada CCAA respecto al
+ trimestre donde el precio de la vivienda tocó techo en cada\ncomunidad",
+ caption ="Fuente: Ministerio de Transportes y Movilidad Sostenible")+
+theme(
+ legend.position ="none",
+ axis.title.y =element_blank(),
+ axis.title.x =element_blank(),
+ panel.grid.major.x =element_blank(),
+ panel.grid.major.y =element_line(color ="grey80", size =0.5),
+ panel.grid.minor =element_blank(),
+ plot.margin =margin(5, 60, 5, 5),
+ plot.title =element_text(face ="bold"),
+ panel.background =element_rect(fill ="white"))+
+coord_cartesian(xlim =c(as.Date("1995-03-01"), as.Date("2024-06-30")), clip ="off", expand =0)
+
+mi_grafico
+
+
+
+
Interactive version
+
In addition, ggplotly has been used to make the plot interactive, which enables to see the price value, the quarter, the year and the corresponding region when the cursor is moved across the plot.
+
+
+
y<-ggplot(data_limited,
+aes(x =Fecha, y =Evolucion, group =CCAA, color =CCAA,
+ text =paste("CCAA:", CCAA, "<br>Año:", format(Fecha, "%Y"), "<br>Trimestre:",
+Trimestre, "<br>Evolución:", round(Evolucion, 2), "%")))+
+geom_step(data =subset(data_limited, !CCAA%in%comunidades_destacadas),
+ color ="grey80")+# Comunidades en gris claro
+geom_step(data =subset(data_limited, CCAA%in%comunidades_destacadas),
+ size =1.2)+# Comunidades destacadas
+geom_hline(yintercept =0, linetype ="solid", linewidth =0.1, color ="black")+
+geom_text(
+ data =subset(data_filtered, CCAA%in%comunidades_destacadas)%>%
+group_by(CCAA)%>%
+filter(Fecha==max(Fecha, na.rm =TRUE)),
+aes(x =as.Date("2024-06-30")+60,
+ y =Evolucion,
+ label =paste(CCAA, "\n", round(Evolucion, 1), "%"),
+ color =CCAA),
+ hjust =0, vjust =0.3, size =2.8, fontface ="bold")+
+annotate("rect", xmin =as.Date("2006-01-01"), xmax =as.Date("2008-12-31"), ymin =-Inf, ymax =Inf,
+ fill ="grey", alpha =0.2)+
+annotate("text", x =as.Date("2007-07-01"), y =10, label ="Burbuja\nInmobiliaria",
+ color ="black", size =3, fontface ="bold", hjust =0.5, vjust =-0.5)+
+scale_x_date(
+ limits =c(min(data_limited$Fecha, na.rm =TRUE), as.Date("2024-12-31")),
+ date_breaks ="2 years",
+ date_labels ="%Y"
+)+
+scale_y_continuous(
+ limits =c(-80, 30),
+ breaks =seq(-70, 20, by =10),
+ labels =function(y)ifelse(y==-80, "", paste0(y, "%")),
+ expand =expansion(mult =c(0, 0.05))
+)+
+scale_color_manual(values =c("Media Nacional"="#5E5E5E", "Baleares"="#ECDC49",
+"Madrid"="#2C7BCB", "Canarias"="#175695", "Otros"="#D9D9D9"))+
+labs(
+ title ="Evolución del precio de la vivienda libre en cada CCAA:
+ Comparación trimestral respecto al valor máximo antes de la burbuja",
+ caption ="Fuente: Ministerio de Transportes y Movilidad Sostenible"
+)+
+theme(
+ legend.position ="none",
+ axis.title.y =element_blank(),
+ axis.title.x =element_blank(),
+ panel.grid.major.x =element_blank(),
+ panel.grid.major.y =element_line(color ="grey80", size =0.5),
+ panel.grid.minor =element_blank(),
+ plot.margin =margin(5, 60, 5, 5),
+ panel.background =element_rect(fill ="white")
+)
+
+interactive_plot<-ggplotly(y, tooltip ="text")
+
+interactive_plot
+
+
+
+
+
However, this function has trade-offs. In this sense, in order to make the chart dynamic, the final labels of the highlighted regions are not represented and it is not possible to include the box displaying the period of the crisis.
+
Alternative representation of the graph
+
The original graph from elDiario.es is a good approach to represent the evolution of housing prices in relation to the economic crisis of 2008. Nonetheless, there are some issues that could be improved. For example, the user is not able to see the values for all the regions since only the highlighted ones are easy to identify (which are the ones where prices have been recently growing faster).
+
Consequently, two alternatives are proposed to improve the representation of the data.
+
Option 1: Tile graph
+
The first improvement option consists of transforming the graph into a tile graph. First, the date variable (Fecha) is ensured to be established as a date. Then, the base graph is created where date, region and evolution are represented in tiles.
+
+
+
data_limited$Fecha<-as.Date(data_limited$Fecha)
+
+tile<-ggplot(data_limited, aes(x =Fecha, y =CCAA, fill =Evolucion))+
+geom_tile(color ="white", height =0.5)
+tile
+
+
+
+
Afterwards, the highlighted crisis period is represented by a yellow rectangle so it can be easily identified. Plus, the national average is also highlighted in green.
+
+
+
tile<-tile+geom_rect(aes(xmin =as.Date("2006-01-01"), xmax =as.Date("2008-12-31"),
+ ymin =-Inf, ymax =Inf, color ="Burbuja Inmobiliaria"),
+ fill =NA, linewidth =1)+
+scale_color_manual(
+ name =NULL,
+ values =c("Burbuja Inmobiliaria"="yellow")
+)+annotate(
+"rect",
+ xmin =as.Date("1995-03-01"), xmax =as.Date("2024-06-30"),
+ ymin =which(levels(factor(data_limited$CCAA))=="Media\nNacional")-0.5,
+ ymax =which(levels(factor(data_limited$CCAA))=="Media\nNacional")+0.5,
+ fill =NA, color ="green", linewidth =0.4
+)
+
+tile
+
+
+
+
Then, the x-axis is set to represent the date every 2 years (like the original graph).
For this graph, it is important to determine the colors of the gradient for an easier visualization. Consequently, the gradient has been coded so that values around 0% are white, the values above are orange and the inferior values are blue.
The final steps include determining the title, subtitle and caption according to the original graph.
+
+
+
tile<-tile+
+labs(
+ title ="En Baleares y Madrid el precio de la vivienda
+ ya está por encima del peor momento de la burbuja",
+ subtitle ="Evolución trimestral del valor tasado de la vivienda libre en cada CCAA
+ respecto al trimestre donde el precio de la vivienda tocó techo\nen cada comunidad",
+ caption ="Fuente: Ministerio de Transportes y Movilidad Sostenible")
+
+tile
+
+
+
+
And finally, establish the theme of the plot: white background, eliminating the axis labels and the margins of the plot.
The second option consists of an interactive bubble graph inspired by gapminder. The aim is to represent the evolution of the appraised value of housing in relation with the average wages and the population of each region throughout the years.
+
Introducing new data
+
The first step is to introduce the new data that is needed. Both, the average wages and the population size are available at INE’s webpage.
+
Regarding the average wages per region, the data is available from 2008 to 2023 in this database since it is divided into different datasets depending on which year is taken as the baseline to calculate the monetary value.
+
And regarding the population per region, the data is available from 1996 to 2021 (excluding 1997 in this period) for all Autonomous Communities and including the national average.
+
+
+
renta_CCAA<-read_excel("RENTA PER CAPITA CCAA.xlsx")
+
+POP<-read_excel("POP.xlsx")
+
+
+
However, the data is not in a tidy format and it needs to be arranged accordingly to be able to join all databases.
Once the new data has been prepared, the original database has to be filtered again since wages and population are not aggregated by quarter. Therefore, the filter is going to be applied so that the year prices are the ones corresponding to the end of each year (fourth quarter). Plus, it ensure that the year is coded as a numeric variable to join the datasets.
The last part of the code filters the combined dataset to exclude rows the years 2022 and 2023 since population and wages data is not included for those years. Additionally, the national average value is also excluded because it disproportionately included data from all the Autonomous Communities and it made visual representation unbalanced.
+
Axis range
+
The second step of the second alternative is to set the ranges for the x-axis and y-axis. Here, it takes the minimum and maximum values of wages and appraised value respectively, ignoring any missing values. Each range is then scaled to expand the upper and lower bounds) to ensure the plot includes some extra space around the data points for better visualization.
In order to visualize the evolution of salaries (renta_media) and housing prices (Valor_Tasado) across regions (CCAA) over time, the code below uses plotly to build an animated bubble plot. Each bubble represents a territory; the color of the bubble indicates the region (CCAA), and the size of the bubble is proportional to the population. The animation moves through frames corresponding to different years. Details such as the year, region, average salary, and house price are displayed when you click over a bubble.
+
+
+
animated_plot<-plot_ly(data =filtered_data,
+ x =~Valor_Tasado,
+ y =~renta_media,
+ size =~population,
+ color =~CCAA,
+ frame =~Año,
+ text =~paste("Año: ", Año,
+"<br>CCAA: ", CCAA,
+"<br>Renta Media: ", renta_media,
+"<br>Valor Tasado: ", Valor_Tasado),
+ hoverinfo ="text",
+ marker =list(sizemode ='diameter', opacity =0.6, line =list(width =0)))%>%
+layout(title ="Evolution of housing prices and wages per region",
+ xaxis =list(title ="Valor Tasado de la Vivienda", range =y_range),
+ yaxis =list(title ="Renta Media", range =x_range),
+ showlegend =TRUE,
+ hovermode ="closest")%>%
+animation_opts(frame =300, transition =0, easing ="linear", redraw =FALSE)
+
+
+animated_plot
+
+
+
+
+
Conclusions
+
The alternative versions of the original graph allow to extract some information that perhaps was not easily to consider in the article of the online newspaper. For example, it is easier to observe the differences between regions, since those that are in a worse situation than during the 2008 crisis (in orange in the tile graph) stand out against those that have not yet reached their prices during the crisis. Plus, each region is easier to identify.
+
Finally, the interactive version of the bubble plot provides a view of the trend in relation to wages, which puts the issue in perspective, since they are not on an even trend. This approach is key to understanding the magnitude of the housing problem and regional disparities in housing affordability.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/_projects/2024/100419840/100419840_files/anchor-4.2.2/anchor.min.js b/_projects/2024/100419840/100419840_files/anchor-4.2.2/anchor.min.js
new file mode 100644
index 00000000..1342f5f6
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/anchor-4.2.2/anchor.min.js
@@ -0,0 +1,9 @@
+// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat
+//
+// AnchorJS - v4.2.2 - 2019-11-14
+// https://www.bryanbraun.com/anchorjs/
+// Copyright (c) 2019 Bryan Braun; Licensed MIT
+//
+// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat
+!function(A,e){"use strict";"function"==typeof define&&define.amd?define([],e):"object"==typeof module&&module.exports?module.exports=e():(A.AnchorJS=e(),A.anchors=new A.AnchorJS)}(this,function(){"use strict";return function(A){function f(A){A.icon=A.hasOwnProperty("icon")?A.icon:"",A.visible=A.hasOwnProperty("visible")?A.visible:"hover",A.placement=A.hasOwnProperty("placement")?A.placement:"right",A.ariaLabel=A.hasOwnProperty("ariaLabel")?A.ariaLabel:"Anchor",A.class=A.hasOwnProperty("class")?A.class:"",A.base=A.hasOwnProperty("base")?A.base:"",A.truncate=A.hasOwnProperty("truncate")?Math.floor(A.truncate):64,A.titleText=A.hasOwnProperty("titleText")?A.titleText:""}function p(A){var e;if("string"==typeof A||A instanceof String)e=[].slice.call(document.querySelectorAll(A));else{if(!(Array.isArray(A)||A instanceof NodeList))throw new Error("The selector provided to AnchorJS was invalid.");e=[].slice.call(A)}return e}this.options=A||{},this.elements=[],f(this.options),this.isTouchDevice=function(){return!!("ontouchstart"in window||window.DocumentTouch&&document instanceof DocumentTouch)},this.add=function(A){var e,t,i,n,o,s,a,r,c,h,l,u,d=[];if(f(this.options),"touch"===(l=this.options.visible)&&(l=this.isTouchDevice()?"always":"hover"),0===(e=p(A=A||"h2, h3, h4, h5, h6")).length)return this;for(!function(){if(null!==document.head.querySelector("style.anchorjs"))return;var A,e=document.createElement("style");e.className="anchorjs",e.appendChild(document.createTextNode("")),void 0===(A=document.head.querySelector('[rel="stylesheet"], style'))?document.head.appendChild(e):document.head.insertBefore(e,A);e.sheet.insertRule(" .anchorjs-link { opacity: 0; text-decoration: none; -webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; }",e.sheet.cssRules.length),e.sheet.insertRule(" *:hover > .anchorjs-link, .anchorjs-link:focus { opacity: 1; }",e.sheet.cssRules.length),e.sheet.insertRule(" [data-anchorjs-icon]::after { content: attr(data-anchorjs-icon); }",e.sheet.cssRules.length),e.sheet.insertRule(' @font-face { font-family: "anchorjs-icons"; src: url(data:n/a;base64,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) format("truetype"); }',e.sheet.cssRules.length)}(),t=document.querySelectorAll("[id]"),i=[].map.call(t,function(A){return A.id}),o=0;o\]\.\/\(\)\*\\\n\t\b\v]/g,"-").replace(/-{2,}/g,"-").substring(0,this.options.truncate).replace(/^-+|-+$/gm,"").toLowerCase()},this.hasAnchorJSLink=function(A){var e=A.firstChild&&-1<(" "+A.firstChild.className+" ").indexOf(" anchorjs-link "),t=A.lastChild&&-1<(" "+A.lastChild.className+" ").indexOf(" anchorjs-link ");return e||t||!1}}});
+// @license-end
\ No newline at end of file
diff --git a/_projects/2024/100419840/100419840_files/bowser-1.9.3/bowser.min.js b/_projects/2024/100419840/100419840_files/bowser-1.9.3/bowser.min.js
new file mode 100644
index 00000000..3da61049
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/bowser-1.9.3/bowser.min.js
@@ -0,0 +1,6 @@
+/*!
+ * Bowser - a browser detector
+ * https://github.com/ded/bowser
+ * MIT License | (c) Dustin Diaz 2015
+ */
+!function(e,t,n){typeof module!="undefined"&&module.exports?module.exports=n():typeof define=="function"&&define.amd?define(t,n):e[t]=n()}(this,"bowser",function(){function t(t){function n(e){var n=t.match(e);return n&&n.length>1&&n[1]||""}function r(e){var n=t.match(e);return n&&n.length>1&&n[2]||""}function N(e){switch(e){case"NT":return"NT";case"XP":return"XP";case"NT 5.0":return"2000";case"NT 5.1":return"XP";case"NT 5.2":return"2003";case"NT 6.0":return"Vista";case"NT 6.1":return"7";case"NT 6.2":return"8";case"NT 6.3":return"8.1";case"NT 10.0":return"10";default:return undefined}}var i=n(/(ipod|iphone|ipad)/i).toLowerCase(),s=/like android/i.test(t),o=!s&&/android/i.test(t),u=/nexus\s*[0-6]\s*/i.test(t),a=!u&&/nexus\s*[0-9]+/i.test(t),f=/CrOS/.test(t),l=/silk/i.test(t),c=/sailfish/i.test(t),h=/tizen/i.test(t),p=/(web|hpw)os/i.test(t),d=/windows phone/i.test(t),v=/SamsungBrowser/i.test(t),m=!d&&/windows/i.test(t),g=!i&&!l&&/macintosh/i.test(t),y=!o&&!c&&!h&&!p&&/linux/i.test(t),b=r(/edg([ea]|ios)\/(\d+(\.\d+)?)/i),w=n(/version\/(\d+(\.\d+)?)/i),E=/tablet/i.test(t)&&!/tablet pc/i.test(t),S=!E&&/[^-]mobi/i.test(t),x=/xbox/i.test(t),T;/opera/i.test(t)?T={name:"Opera",opera:e,version:w||n(/(?:opera|opr|opios)[\s\/](\d+(\.\d+)?)/i)}:/opr\/|opios/i.test(t)?T={name:"Opera",opera:e,version:n(/(?:opr|opios)[\s\/](\d+(\.\d+)?)/i)||w}:/SamsungBrowser/i.test(t)?T={name:"Samsung Internet for Android",samsungBrowser:e,version:w||n(/(?:SamsungBrowser)[\s\/](\d+(\.\d+)?)/i)}:/coast/i.test(t)?T={name:"Opera Coast",coast:e,version:w||n(/(?:coast)[\s\/](\d+(\.\d+)?)/i)}:/yabrowser/i.test(t)?T={name:"Yandex Browser",yandexbrowser:e,version:w||n(/(?:yabrowser)[\s\/](\d+(\.\d+)?)/i)}:/ucbrowser/i.test(t)?T={name:"UC 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/),version:r(/^(.*)\/(.*) /)},!T.msedge&&/(apple)?webkit/i.test(t)?(/(apple)?webkit\/537\.36/i.test(t)?(T.name=T.name||"Blink",T.blink=e):(T.name=T.name||"Webkit",T.webkit=e),!T.version&&w&&(T.version=w)):!T.opera&&/gecko\//i.test(t)&&(T.name=T.name||"Gecko",T.gecko=e,T.version=T.version||n(/gecko\/(\d+(\.\d+)?)/i)),!T.windowsphone&&(o||T.silk)?(T.android=e,T.osname="Android"):!T.windowsphone&&i?(T[i]=e,T.ios=e,T.osname="iOS"):g?(T.mac=e,T.osname="macOS"):x?(T.xbox=e,T.osname="Xbox"):m?(T.windows=e,T.osname="Windows"):y&&(T.linux=e,T.osname="Linux");var C="";T.windows?C=N(n(/Windows ((NT|XP)( \d\d?.\d)?)/i)):T.windowsphone?C=n(/windows phone (?:os)?\s?(\d+(\.\d+)*)/i):T.mac?(C=n(/Mac OS X (\d+([_\.\s]\d+)*)/i),C=C.replace(/[_\s]/g,".")):i?(C=n(/os (\d+([_\s]\d+)*) like mac os x/i),C=C.replace(/[_\s]/g,".")):o?C=n(/android[ 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n=[],r;if(Array.prototype.map)return Array.prototype.map.call(e,t);for(r=0;r=0){if(n[0][t]>n[1][t])return 1;if(n[0][t]!==n[1][t])return-1;if(t===0)return 0}}function o(e,r,i){var o=n;typeof r=="string"&&(i=r,r=void 0),r===void 0&&(r=!1),i&&(o=t(i));var u=""+o.version;for(var a in e)if(e.hasOwnProperty(a)&&o[a]){if(typeof e[a]!="string")throw new Error("Browser version in the minVersion map should be a string: "+a+": "+String(e));return s([u,e[a]])<0}return r}function u(e,t,n){return!o(e,t,n)}var e=!0,n=t(typeof navigator!="undefined"?navigator.userAgent||"":"");return n.test=function(e){for(var t=0;t.container-fluid.crosstalk-bscols{margin-left:auto;margin-right:auto}.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:inline-block;padding-right:12px;vertical-align:top}@media only screen and (max-width: 480px){.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:block;padding-right:inherit}}.crosstalk-input{margin-bottom:15px}.crosstalk-input .control-label{margin-bottom:0;vertical-align:middle}.crosstalk-input input[type="checkbox"]{margin:4px 0 0;margin-top:1px;line-height:normal}.crosstalk-input .checkbox{position:relative;display:block;margin-top:10px;margin-bottom:10px}.crosstalk-input .checkbox>label{padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.crosstalk-input .checkbox input[type="checkbox"],.crosstalk-input .checkbox-inline input[type="checkbox"]{position:absolute;margin-top:2px;margin-left:-20px}.crosstalk-input .checkbox+.checkbox{margin-top:-5px}.crosstalk-input .checkbox-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.crosstalk-input .checkbox-inline+.checkbox-inline{margin-top:0;margin-left:10px}
diff --git a/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.js b/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.js
new file mode 100644
index 00000000..fd9eb53d
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.js
@@ -0,0 +1,1474 @@
+(function(){function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o b) {
+ return 1;
+ }
+}
+
+/**
+ * @private
+ */
+
+var FilterSet = function () {
+ function FilterSet() {
+ _classCallCheck(this, FilterSet);
+
+ this.reset();
+ }
+
+ _createClass(FilterSet, [{
+ key: "reset",
+ value: function reset() {
+ // Key: handle ID, Value: array of selected keys, or null
+ this._handles = {};
+ // Key: key string, Value: count of handles that include it
+ this._keys = {};
+ this._value = null;
+ this._activeHandles = 0;
+ }
+ }, {
+ key: "update",
+ value: function update(handleId, keys) {
+ if (keys !== null) {
+ keys = keys.slice(0); // clone before sorting
+ keys.sort(naturalComparator);
+ }
+
+ var _diffSortedLists = (0, _util.diffSortedLists)(this._handles[handleId], keys),
+ added = _diffSortedLists.added,
+ removed = _diffSortedLists.removed;
+
+ this._handles[handleId] = keys;
+
+ for (var i = 0; i < added.length; i++) {
+ this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;
+ }
+ for (var _i = 0; _i < removed.length; _i++) {
+ this._keys[removed[_i]]--;
+ }
+
+ this._updateValue(keys);
+ }
+
+ /**
+ * @param {string[]} keys Sorted array of strings that indicate
+ * a superset of possible keys.
+ * @private
+ */
+
+ }, {
+ key: "_updateValue",
+ value: function _updateValue() {
+ var keys = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : this._allKeys;
+
+ var handleCount = Object.keys(this._handles).length;
+ if (handleCount === 0) {
+ this._value = null;
+ } else {
+ this._value = [];
+ for (var i = 0; i < keys.length; i++) {
+ var count = this._keys[keys[i]];
+ if (count === handleCount) {
+ this._value.push(keys[i]);
+ }
+ }
+ }
+ }
+ }, {
+ key: "clear",
+ value: function clear(handleId) {
+ if (typeof this._handles[handleId] === "undefined") {
+ return;
+ }
+
+ var keys = this._handles[handleId];
+ if (!keys) {
+ keys = [];
+ }
+
+ for (var i = 0; i < keys.length; i++) {
+ this._keys[keys[i]]--;
+ }
+ delete this._handles[handleId];
+
+ this._updateValue();
+ }
+ }, {
+ key: "value",
+ get: function get() {
+ return this._value;
+ }
+ }, {
+ key: "_allKeys",
+ get: function get() {
+ var allKeys = Object.keys(this._keys);
+ allKeys.sort(naturalComparator);
+ return allKeys;
+ }
+ }]);
+
+ return FilterSet;
+}();
+
+exports.default = FilterSet;
+
+},{"./util":11}],4:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+exports.default = group;
+
+var _var2 = require("./var");
+
+var _var3 = _interopRequireDefault(_var2);
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+// Use a global so that multiple copies of crosstalk.js can be loaded and still
+// have groups behave as singletons across all copies.
+global.__crosstalk_groups = global.__crosstalk_groups || {};
+var groups = global.__crosstalk_groups;
+
+function group(groupName) {
+ if (groupName && typeof groupName === "string") {
+ if (!groups.hasOwnProperty(groupName)) {
+ groups[groupName] = new Group(groupName);
+ }
+ return groups[groupName];
+ } else if ((typeof groupName === "undefined" ? "undefined" : _typeof(groupName)) === "object" && groupName._vars && groupName.var) {
+ // Appears to already be a group object
+ return groupName;
+ } else if (Array.isArray(groupName) && groupName.length == 1 && typeof groupName[0] === "string") {
+ return group(groupName[0]);
+ } else {
+ throw new Error("Invalid groupName argument");
+ }
+}
+
+var Group = function () {
+ function Group(name) {
+ _classCallCheck(this, Group);
+
+ this.name = name;
+ this._vars = {};
+ }
+
+ _createClass(Group, [{
+ key: "var",
+ value: function _var(name) {
+ if (!name || typeof name !== "string") {
+ throw new Error("Invalid var name");
+ }
+
+ if (!this._vars.hasOwnProperty(name)) this._vars[name] = new _var3.default(this, name);
+ return this._vars[name];
+ }
+ }, {
+ key: "has",
+ value: function has(name) {
+ if (!name || typeof name !== "string") {
+ throw new Error("Invalid var name");
+ }
+
+ return this._vars.hasOwnProperty(name);
+ }
+ }]);
+
+ return Group;
+}();
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./var":12}],5:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _group = require("./group");
+
+var _group2 = _interopRequireDefault(_group);
+
+var _selection = require("./selection");
+
+var _filter = require("./filter");
+
+var _input = require("./input");
+
+require("./input_selectize");
+
+require("./input_checkboxgroup");
+
+require("./input_slider");
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+var defaultGroup = (0, _group2.default)("default");
+
+function var_(name) {
+ return defaultGroup.var(name);
+}
+
+function has(name) {
+ return defaultGroup.has(name);
+}
+
+if (global.Shiny) {
+ global.Shiny.addCustomMessageHandler("update-client-value", function (message) {
+ if (typeof message.group === "string") {
+ (0, _group2.default)(message.group).var(message.name).set(message.value);
+ } else {
+ var_(message.name).set(message.value);
+ }
+ });
+}
+
+var crosstalk = {
+ group: _group2.default,
+ var: var_,
+ has: has,
+ SelectionHandle: _selection.SelectionHandle,
+ FilterHandle: _filter.FilterHandle,
+ bind: _input.bind
+};
+
+/**
+ * @namespace crosstalk
+ */
+exports.default = crosstalk;
+
+global.crosstalk = crosstalk;
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./group":4,"./input":6,"./input_checkboxgroup":7,"./input_selectize":8,"./input_slider":9,"./selection":10}],6:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+exports.register = register;
+exports.bind = bind;
+var $ = global.jQuery;
+
+var bindings = {};
+
+function register(reg) {
+ bindings[reg.className] = reg;
+ if (global.document && global.document.readyState !== "complete") {
+ $(function () {
+ bind();
+ });
+ } else if (global.document) {
+ setTimeout(bind, 100);
+ }
+}
+
+function bind() {
+ Object.keys(bindings).forEach(function (className) {
+ var binding = bindings[className];
+ $("." + binding.className).not(".crosstalk-input-bound").each(function (i, el) {
+ bindInstance(binding, el);
+ });
+ });
+}
+
+// Escape jQuery identifier
+function $escape(val) {
+ return val.replace(/([!"#$%&'()*+,./:;<=>?@[\\\]^`{|}~])/g, "\\$1");
+}
+
+function bindEl(el) {
+ var $el = $(el);
+ Object.keys(bindings).forEach(function (className) {
+ if ($el.hasClass(className) && !$el.hasClass("crosstalk-input-bound")) {
+ var binding = bindings[className];
+ bindInstance(binding, el);
+ }
+ });
+}
+
+function bindInstance(binding, el) {
+ var jsonEl = $(el).find("script[type='application/json'][data-for='" + $escape(el.id) + "']");
+ var data = JSON.parse(jsonEl[0].innerText);
+
+ var instance = binding.factory(el, data);
+ $(el).data("crosstalk-instance", instance);
+ $(el).addClass("crosstalk-input-bound");
+}
+
+if (global.Shiny) {
+ var inputBinding = new global.Shiny.InputBinding();
+ var _$ = global.jQuery;
+ _$.extend(inputBinding, {
+ find: function find(scope) {
+ return _$(scope).find(".crosstalk-input");
+ },
+ initialize: function initialize(el) {
+ if (!_$(el).hasClass("crosstalk-input-bound")) {
+ bindEl(el);
+ }
+ },
+ getId: function getId(el) {
+ return el.id;
+ },
+ getValue: function getValue(el) {},
+ setValue: function setValue(el, value) {},
+ receiveMessage: function receiveMessage(el, data) {},
+ subscribe: function subscribe(el, callback) {
+ _$(el).data("crosstalk-instance").resume();
+ },
+ unsubscribe: function unsubscribe(el) {
+ _$(el).data("crosstalk-instance").suspend();
+ }
+ });
+ global.Shiny.inputBindings.register(inputBinding, "crosstalk.inputBinding");
+}
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{}],7:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+
+input.register({
+ className: "crosstalk-input-checkboxgroup",
+
+ factory: function factory(el, data) {
+ /*
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var lastKnownKeys = void 0;
+ var $el = $(el);
+ $el.on("change", "input[type='checkbox']", function () {
+ var checked = $el.find("input[type='checkbox']:checked");
+ if (checked.length === 0) {
+ lastKnownKeys = null;
+ ctHandle.clear();
+ } else {
+ var keys = {};
+ checked.each(function () {
+ data.map[this.value].forEach(function (key) {
+ keys[key] = true;
+ });
+ });
+ var keyArray = Object.keys(keys);
+ keyArray.sort();
+ lastKnownKeys = keyArray;
+ ctHandle.set(keyArray);
+ }
+ });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6}],8:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _util = require("./util");
+
+var util = _interopRequireWildcard(_util);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+
+input.register({
+ className: "crosstalk-input-select",
+
+ factory: function factory(el, data) {
+ /*
+ * items: {value: [...], label: [...]}
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+
+ var first = [{ value: "", label: "(All)" }];
+ var items = util.dataframeToD3(data.items);
+ var opts = {
+ options: first.concat(items),
+ valueField: "value",
+ labelField: "label",
+ searchField: "label"
+ };
+
+ var select = $(el).find("select")[0];
+
+ var selectize = $(select).selectize(opts)[0].selectize;
+
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var lastKnownKeys = void 0;
+ selectize.on("change", function () {
+ if (selectize.items.length === 0) {
+ lastKnownKeys = null;
+ ctHandle.clear();
+ } else {
+ var keys = {};
+ selectize.items.forEach(function (group) {
+ data.map[group].forEach(function (key) {
+ keys[key] = true;
+ });
+ });
+ var keyArray = Object.keys(keys);
+ keyArray.sort();
+ lastKnownKeys = keyArray;
+ ctHandle.set(keyArray);
+ }
+ });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6,"./util":11}],9:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _slicedToArray = function () { function sliceIterator(arr, i) { var _arr = []; var _n = true; var _d = false; var _e = undefined; try { for (var _i = arr[Symbol.iterator](), _s; !(_n = (_s = _i.next()).done); _n = true) { _arr.push(_s.value); if (i && _arr.length === i) break; } } catch (err) { _d = true; _e = err; } finally { try { if (!_n && _i["return"]) _i["return"](); } finally { if (_d) throw _e; } } return _arr; } return function (arr, i) { if (Array.isArray(arr)) { return arr; } else if (Symbol.iterator in Object(arr)) { return sliceIterator(arr, i); } else { throw new TypeError("Invalid attempt to destructure non-iterable instance"); } }; }();
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+var strftime = global.strftime;
+
+input.register({
+ className: "crosstalk-input-slider",
+
+ factory: function factory(el, data) {
+ /*
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var opts = {};
+ var $el = $(el).find("input");
+ var dataType = $el.data("data-type");
+ var timeFormat = $el.data("time-format");
+ var round = $el.data("round");
+ var timeFormatter = void 0;
+
+ // Set up formatting functions
+ if (dataType === "date") {
+ timeFormatter = strftime.utc();
+ opts.prettify = function (num) {
+ return timeFormatter(timeFormat, new Date(num));
+ };
+ } else if (dataType === "datetime") {
+ var timezone = $el.data("timezone");
+ if (timezone) timeFormatter = strftime.timezone(timezone);else timeFormatter = strftime;
+
+ opts.prettify = function (num) {
+ return timeFormatter(timeFormat, new Date(num));
+ };
+ } else if (dataType === "number") {
+ if (typeof round !== "undefined") opts.prettify = function (num) {
+ var factor = Math.pow(10, round);
+ return Math.round(num * factor) / factor;
+ };
+ }
+
+ $el.ionRangeSlider(opts);
+
+ function getValue() {
+ var result = $el.data("ionRangeSlider").result;
+
+ // Function for converting numeric value from slider to appropriate type.
+ var convert = void 0;
+ var dataType = $el.data("data-type");
+ if (dataType === "date") {
+ convert = function convert(val) {
+ return formatDateUTC(new Date(+val));
+ };
+ } else if (dataType === "datetime") {
+ convert = function convert(val) {
+ // Convert ms to s
+ return +val / 1000;
+ };
+ } else {
+ convert = function convert(val) {
+ return +val;
+ };
+ }
+
+ if ($el.data("ionRangeSlider").options.type === "double") {
+ return [convert(result.from), convert(result.to)];
+ } else {
+ return convert(result.from);
+ }
+ }
+
+ var lastKnownKeys = null;
+
+ $el.on("change.crosstalkSliderInput", function (event) {
+ if (!$el.data("updating") && !$el.data("animating")) {
+ var _getValue = getValue(),
+ _getValue2 = _slicedToArray(_getValue, 2),
+ from = _getValue2[0],
+ to = _getValue2[1];
+
+ var keys = [];
+ for (var i = 0; i < data.values.length; i++) {
+ var val = data.values[i];
+ if (val >= from && val <= to) {
+ keys.push(data.keys[i]);
+ }
+ }
+ keys.sort();
+ ctHandle.set(keys);
+ lastKnownKeys = keys;
+ }
+ });
+
+ // let $el = $(el);
+ // $el.on("change", "input[type="checkbox"]", function() {
+ // let checked = $el.find("input[type="checkbox"]:checked");
+ // if (checked.length === 0) {
+ // ctHandle.clear();
+ // } else {
+ // let keys = {};
+ // checked.each(function() {
+ // data.map[this.value].forEach(function(key) {
+ // keys[key] = true;
+ // });
+ // });
+ // let keyArray = Object.keys(keys);
+ // keyArray.sort();
+ // ctHandle.set(keyArray);
+ // }
+ // });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+// Convert a number to a string with leading zeros
+function padZeros(n, digits) {
+ var str = n.toString();
+ while (str.length < digits) {
+ str = "0" + str;
+ }return str;
+}
+
+// Given a Date object, return a string in yyyy-mm-dd format, using the
+// UTC date. This may be a day off from the date in the local time zone.
+function formatDateUTC(date) {
+ if (date instanceof Date) {
+ return date.getUTCFullYear() + "-" + padZeros(date.getUTCMonth() + 1, 2) + "-" + padZeros(date.getUTCDate(), 2);
+ } else {
+ return null;
+ }
+}
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6}],10:[function(require,module,exports){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+exports.SelectionHandle = undefined;
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _events = require("./events");
+
+var _events2 = _interopRequireDefault(_events);
+
+var _group = require("./group");
+
+var _group2 = _interopRequireDefault(_group);
+
+var _util = require("./util");
+
+var util = _interopRequireWildcard(_util);
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+/**
+ * Use this class to read and write (and listen for changes to) the selection
+ * for a Crosstalk group. This is intended to be used for linked brushing.
+ *
+ * If two (or more) `SelectionHandle` instances in the same webpage share the
+ * same group name, they will share the same state. Setting the selection using
+ * one `SelectionHandle` instance will result in the `value` property instantly
+ * changing across the others, and `"change"` event listeners on all instances
+ * (including the one that initiated the sending) will fire.
+ *
+ * @param {string} [group] - The name of the Crosstalk group, or if none,
+ * null or undefined (or any other falsy value). This can be changed later
+ * via the [SelectionHandle#setGroup](#setGroup) method.
+ * @param {Object} [extraInfo] - An object whose properties will be copied to
+ * the event object whenever an event is emitted.
+ */
+var SelectionHandle = exports.SelectionHandle = function () {
+ function SelectionHandle() {
+ var group = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : null;
+ var extraInfo = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : null;
+
+ _classCallCheck(this, SelectionHandle);
+
+ this._eventRelay = new _events2.default();
+ this._emitter = new util.SubscriptionTracker(this._eventRelay);
+
+ // Name of the group we're currently tracking, if any. Can change over time.
+ this._group = null;
+ // The Var we're currently tracking, if any. Can change over time.
+ this._var = null;
+ // The event handler subscription we currently have on var.on("change").
+ this._varOnChangeSub = null;
+
+ this._extraInfo = util.extend({ sender: this }, extraInfo);
+
+ this.setGroup(group);
+ }
+
+ /**
+ * Changes the Crosstalk group membership of this SelectionHandle. The group
+ * being switched away from (if any) will not have its selection value
+ * modified as a result of calling `setGroup`, even if this handle was the
+ * most recent handle to set the selection of the group.
+ *
+ * The group being switched to (if any) will also not have its selection value
+ * modified as a result of calling `setGroup`. If you want to set the
+ * selection value of the new group, call `set` explicitly.
+ *
+ * @param {string} group - The name of the Crosstalk group, or null (or
+ * undefined) to clear the group.
+ */
+
+
+ _createClass(SelectionHandle, [{
+ key: "setGroup",
+ value: function setGroup(group) {
+ var _this = this;
+
+ // If group is unchanged, do nothing
+ if (this._group === group) return;
+ // Treat null, undefined, and other falsy values the same
+ if (!this._group && !group) return;
+
+ if (this._var) {
+ this._var.off("change", this._varOnChangeSub);
+ this._var = null;
+ this._varOnChangeSub = null;
+ }
+
+ this._group = group;
+
+ if (group) {
+ this._var = (0, _group2.default)(group).var("selection");
+ var sub = this._var.on("change", function (e) {
+ _this._eventRelay.trigger("change", e, _this);
+ });
+ this._varOnChangeSub = sub;
+ }
+ }
+
+ /**
+ * Retrieves the current selection for the group represented by this
+ * `SelectionHandle`.
+ *
+ * - If no selection is active, then this value will be falsy.
+ * - If a selection is active, but no data points are selected, then this
+ * value will be an empty array.
+ * - If a selection is active, and data points are selected, then the keys
+ * of the selected data points will be present in the array.
+ */
+
+ }, {
+ key: "_mergeExtraInfo",
+
+
+ /**
+ * Combines the given `extraInfo` (if any) with the handle's default
+ * `_extraInfo` (if any).
+ * @private
+ */
+ value: function _mergeExtraInfo(extraInfo) {
+ // Important incidental effect: shallow clone is returned
+ return util.extend({}, this._extraInfo ? this._extraInfo : null, extraInfo ? extraInfo : null);
+ }
+
+ /**
+ * Overwrites the current selection for the group, and raises the `"change"`
+ * event among all of the group's '`SelectionHandle` instances (including
+ * this one).
+ *
+ * @fires SelectionHandle#change
+ * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see
+ * {@link SelectionHandle#value}).
+ * @param {Object} [extraInfo] - Extra properties to be included on the event
+ * object that's passed to listeners (in addition to any options that were
+ * passed into the `SelectionHandle` constructor).
+ */
+
+ }, {
+ key: "set",
+ value: function set(selectedKeys, extraInfo) {
+ if (this._var) this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));
+ }
+
+ /**
+ * Overwrites the current selection for the group, and raises the `"change"`
+ * event among all of the group's '`SelectionHandle` instances (including
+ * this one).
+ *
+ * @fires SelectionHandle#change
+ * @param {Object} [extraInfo] - Extra properties to be included on the event
+ * object that's passed to listeners (in addition to any that were passed
+ * into the `SelectionHandle` constructor).
+ */
+
+ }, {
+ key: "clear",
+ value: function clear(extraInfo) {
+ if (this._var) this.set(void 0, this._mergeExtraInfo(extraInfo));
+ }
+
+ /**
+ * Subscribes to events on this `SelectionHandle`.
+ *
+ * @param {string} eventType - Indicates the type of events to listen to.
+ * Currently, only `"change"` is supported.
+ * @param {SelectionHandle~listener} listener - The callback function that
+ * will be invoked when the event occurs.
+ * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel
+ * this subscription.
+ */
+
+ }, {
+ key: "on",
+ value: function on(eventType, listener) {
+ return this._emitter.on(eventType, listener);
+ }
+
+ /**
+ * Cancels event subscriptions created by {@link SelectionHandle#on}.
+ *
+ * @param {string} eventType - The type of event to unsubscribe.
+ * @param {string|SelectionHandle~listener} listener - Either the callback
+ * function previously passed into {@link SelectionHandle#on}, or the
+ * string that was returned from {@link SelectionHandle#on}.
+ */
+
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ return this._emitter.off(eventType, listener);
+ }
+
+ /**
+ * Shuts down the `SelectionHandle` object.
+ *
+ * Removes all event listeners that were added through this handle.
+ */
+
+ }, {
+ key: "close",
+ value: function close() {
+ this._emitter.removeAllListeners();
+ this.setGroup(null);
+ }
+ }, {
+ key: "value",
+ get: function get() {
+ return this._var ? this._var.get() : null;
+ }
+ }]);
+
+ return SelectionHandle;
+}();
+
+/**
+ * @callback SelectionHandle~listener
+ * @param {Object} event - An object containing details of the event. For
+ * `"change"` events, this includes the properties `value` (the new
+ * value of the selection, or `undefined` if no selection is active),
+ * `oldValue` (the previous value of the selection), and `sender` (the
+ * `SelectionHandle` instance that made the change).
+ */
+
+/**
+ * @event SelectionHandle#change
+ * @type {object}
+ * @property {object} value - The new value of the selection, or `undefined`
+ * if no selection is active.
+ * @property {object} oldValue - The previous value of the selection.
+ * @property {SelectionHandle} sender - The `SelectionHandle` instance that
+ * changed the value.
+ */
+
+},{"./events":1,"./group":4,"./util":11}],11:[function(require,module,exports){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+exports.extend = extend;
+exports.checkSorted = checkSorted;
+exports.diffSortedLists = diffSortedLists;
+exports.dataframeToD3 = dataframeToD3;
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+function extend(target) {
+ for (var _len = arguments.length, sources = Array(_len > 1 ? _len - 1 : 0), _key = 1; _key < _len; _key++) {
+ sources[_key - 1] = arguments[_key];
+ }
+
+ for (var i = 0; i < sources.length; i++) {
+ var src = sources[i];
+ if (typeof src === "undefined" || src === null) continue;
+
+ for (var key in src) {
+ if (src.hasOwnProperty(key)) {
+ target[key] = src[key];
+ }
+ }
+ }
+ return target;
+}
+
+function checkSorted(list) {
+ for (var i = 1; i < list.length; i++) {
+ if (list[i] <= list[i - 1]) {
+ throw new Error("List is not sorted or contains duplicate");
+ }
+ }
+}
+
+function diffSortedLists(a, b) {
+ var i_a = 0;
+ var i_b = 0;
+
+ if (!a) a = [];
+ if (!b) b = [];
+
+ var a_only = [];
+ var b_only = [];
+
+ checkSorted(a);
+ checkSorted(b);
+
+ while (i_a < a.length && i_b < b.length) {
+ if (a[i_a] === b[i_b]) {
+ i_a++;
+ i_b++;
+ } else if (a[i_a] < b[i_b]) {
+ a_only.push(a[i_a++]);
+ } else {
+ b_only.push(b[i_b++]);
+ }
+ }
+
+ if (i_a < a.length) a_only = a_only.concat(a.slice(i_a));
+ if (i_b < b.length) b_only = b_only.concat(b.slice(i_b));
+ return {
+ removed: a_only,
+ added: b_only
+ };
+}
+
+// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }
+// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]
+function dataframeToD3(df) {
+ var names = [];
+ var length = void 0;
+ for (var name in df) {
+ if (df.hasOwnProperty(name)) names.push(name);
+ if (_typeof(df[name]) !== "object" || typeof df[name].length === "undefined") {
+ throw new Error("All fields must be arrays");
+ } else if (typeof length !== "undefined" && length !== df[name].length) {
+ throw new Error("All fields must be arrays of the same length");
+ }
+ length = df[name].length;
+ }
+ var results = [];
+ var item = void 0;
+ for (var row = 0; row < length; row++) {
+ item = {};
+ for (var col = 0; col < names.length; col++) {
+ item[names[col]] = df[names[col]][row];
+ }
+ results.push(item);
+ }
+ return results;
+}
+
+/**
+ * Keeps track of all event listener additions/removals and lets all active
+ * listeners be removed with a single operation.
+ *
+ * @private
+ */
+
+var SubscriptionTracker = exports.SubscriptionTracker = function () {
+ function SubscriptionTracker(emitter) {
+ _classCallCheck(this, SubscriptionTracker);
+
+ this._emitter = emitter;
+ this._subs = {};
+ }
+
+ _createClass(SubscriptionTracker, [{
+ key: "on",
+ value: function on(eventType, listener) {
+ var sub = this._emitter.on(eventType, listener);
+ this._subs[sub] = eventType;
+ return sub;
+ }
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ var sub = this._emitter.off(eventType, listener);
+ if (sub) {
+ delete this._subs[sub];
+ }
+ return sub;
+ }
+ }, {
+ key: "removeAllListeners",
+ value: function removeAllListeners() {
+ var _this = this;
+
+ var current_subs = this._subs;
+ this._subs = {};
+ Object.keys(current_subs).forEach(function (sub) {
+ _this._emitter.off(current_subs[sub], sub);
+ });
+ }
+ }]);
+
+ return SubscriptionTracker;
+}();
+
+},{}],12:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _events = require("./events");
+
+var _events2 = _interopRequireDefault(_events);
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+var Var = function () {
+ function Var(group, name, /*optional*/value) {
+ _classCallCheck(this, Var);
+
+ this._group = group;
+ this._name = name;
+ this._value = value;
+ this._events = new _events2.default();
+ }
+
+ _createClass(Var, [{
+ key: "get",
+ value: function get() {
+ return this._value;
+ }
+ }, {
+ key: "set",
+ value: function set(value, /*optional*/event) {
+ if (this._value === value) {
+ // Do nothing; the value hasn't changed
+ return;
+ }
+ var oldValue = this._value;
+ this._value = value;
+ // Alert JavaScript listeners that the value has changed
+ var evt = {};
+ if (event && (typeof event === "undefined" ? "undefined" : _typeof(event)) === "object") {
+ for (var k in event) {
+ if (event.hasOwnProperty(k)) evt[k] = event[k];
+ }
+ }
+ evt.oldValue = oldValue;
+ evt.value = value;
+ this._events.trigger("change", evt, this);
+
+ // TODO: Make this extensible, to let arbitrary back-ends know that
+ // something has changed
+ if (global.Shiny && global.Shiny.onInputChange) {
+ global.Shiny.onInputChange(".clientValue-" + (this._group.name !== null ? this._group.name + "-" : "") + this._name, typeof value === "undefined" ? null : value);
+ }
+ }
+ }, {
+ key: "on",
+ value: function on(eventType, listener) {
+ return this._events.on(eventType, listener);
+ }
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ return this._events.off(eventType, listener);
+ }
+ }]);
+
+ return Var;
+}();
+
+exports.default = Var;
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./events":1}]},{},[5])
+//# sourceMappingURL=crosstalk.js.map
diff --git a/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.js.map b/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.js.map
new file mode 100644
index 00000000..cff94f08
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.js.map
@@ -0,0 +1,37 @@
+{
+ "version": 3,
+ "sources": [
+ "node_modules/browser-pack/_prelude.js",
+ "javascript/src/events.js",
+ "javascript/src/filter.js",
+ "javascript/src/filterset.js",
+ "javascript/src/group.js",
+ "javascript/src/index.js",
+ "javascript/src/input.js",
+ "javascript/src/input_checkboxgroup.js",
+ "javascript/src/input_selectize.js",
+ "javascript/src/input_slider.js",
+ "javascript/src/selection.js",
+ "javascript/src/util.js",
+ "javascript/src/var.js"
+ ],
+ "names": [],
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+ "sourceRoot": "",
+ "sourcesContent": [
+ "(function(){function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require==\"function\"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error(\"Cannot find module '\"+o+\"'\");throw f.code=\"MODULE_NOT_FOUND\",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require==\"function\"&&require;for(var o=0;o {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Combine the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Close the handle. This clears this handle's contribution to the filter set,\n * and unsubscribes all event listeners.\n */\n close() {\n this._emitter.removeAllListeners();\n this.clear();\n this.setGroup(null);\n }\n\n /**\n * Clear this handle's contribution to the filter set.\n *\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n clear(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.clear(this._id);\n this._onChange(extraInfo);\n }\n\n /**\n * Set this handle's contribution to the filter set. This array should consist\n * of the keys of the rows that _should_ be displayed; any keys that are not\n * present in the array will be considered _filtered out_. Note that multiple\n * `FilterHandle` instances in the group may each contribute an array of keys,\n * and only those keys that appear in _all_ of the arrays make it through the\n * filter.\n *\n * @param {string[]} keys - Empty array, or array of keys. To clear the\n * filter, don't pass an empty array; instead, use the\n * {@link FilterHandle#clear} method.\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n set(keys, extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.update(this._id, keys);\n this._onChange(extraInfo);\n }\n\n /**\n * @return {string[]|null} - Either: 1) an array of keys that made it through\n * all of the `FilterHandle` instances, or, 2) `null`, which means no filter\n * is being applied (all data should be displayed).\n */\n get filteredKeys() {\n return this._filterSet ? this._filterSet.value : null;\n }\n\n /**\n * Subscribe to events on this `FilterHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {FilterHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link FilterHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancel event subscriptions created by {@link FilterHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|FilterHandle~listener} listener - Either the callback\n * function previously passed into {@link FilterHandle#on}, or the\n * string that was returned from {@link FilterHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n _onChange(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterVar.set(this._filterSet.value, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * @callback FilterHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the filter set, or `null` if no filter set is active),\n * `oldValue` (the previous value of the filter set), and `sender` (the\n * `FilterHandle` instance that made the change).\n */\n\n}\n\n/**\n * @event FilterHandle#change\n * @type {object}\n * @property {object} value - The new value of the filter set, or `null`\n * if no filter set is active.\n * @property {object} oldValue - The previous value of the filter set.\n * @property {FilterHandle} sender - The `FilterHandle` instance that\n * changed the value.\n */\n",
+ "import { diffSortedLists } from \"./util\";\n\nfunction naturalComparator(a, b) {\n if (a === b) {\n return 0;\n } else if (a < b) {\n return -1;\n } else if (a > b) {\n return 1;\n }\n}\n\n/**\n * @private\n */\nexport default class FilterSet {\n constructor() {\n this.reset();\n }\n\n reset() {\n // Key: handle ID, Value: array of selected keys, or null\n this._handles = {};\n // Key: key string, Value: count of handles that include it\n this._keys = {};\n this._value = null;\n this._activeHandles = 0;\n }\n\n get value() {\n return this._value;\n }\n\n update(handleId, keys) {\n if (keys !== null) {\n keys = keys.slice(0); // clone before sorting\n keys.sort(naturalComparator);\n }\n\n let {added, removed} = diffSortedLists(this._handles[handleId], keys);\n this._handles[handleId] = keys;\n\n for (let i = 0; i < added.length; i++) {\n this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;\n }\n for (let i = 0; i < removed.length; i++) {\n this._keys[removed[i]]--;\n }\n\n this._updateValue(keys);\n }\n\n /**\n * @param {string[]} keys Sorted array of strings that indicate\n * a superset of possible keys.\n * @private\n */\n _updateValue(keys = this._allKeys) {\n let handleCount = Object.keys(this._handles).length;\n if (handleCount === 0) {\n this._value = null;\n } else {\n this._value = [];\n for (let i = 0; i < keys.length; i++) {\n let count = this._keys[keys[i]];\n if (count === handleCount) {\n this._value.push(keys[i]);\n }\n }\n }\n }\n\n clear(handleId) {\n if (typeof(this._handles[handleId]) === \"undefined\") {\n return;\n }\n\n let keys = this._handles[handleId];\n if (!keys) {\n keys = [];\n }\n\n for (let i = 0; i < keys.length; i++) {\n this._keys[keys[i]]--;\n }\n delete this._handles[handleId];\n\n this._updateValue();\n }\n\n get _allKeys() {\n let allKeys = Object.keys(this._keys);\n allKeys.sort(naturalComparator);\n return allKeys;\n }\n}\n",
+ "import Var from \"./var\";\n\n// Use a global so that multiple copies of crosstalk.js can be loaded and still\n// have groups behave as singletons across all copies.\nglobal.__crosstalk_groups = global.__crosstalk_groups || {};\nlet groups = global.__crosstalk_groups;\n\nexport default function group(groupName) {\n if (groupName && typeof(groupName) === \"string\") {\n if (!groups.hasOwnProperty(groupName)) {\n groups[groupName] = new Group(groupName);\n }\n return groups[groupName];\n } else if (typeof(groupName) === \"object\" && groupName._vars && groupName.var) {\n // Appears to already be a group object\n return groupName;\n } else if (Array.isArray(groupName) &&\n groupName.length == 1 &&\n typeof(groupName[0]) === \"string\") {\n return group(groupName[0]);\n } else {\n throw new Error(\"Invalid groupName argument\");\n }\n}\n\nclass Group {\n constructor(name) {\n this.name = name;\n this._vars = {};\n }\n\n var(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n if (!this._vars.hasOwnProperty(name))\n this._vars[name] = new Var(this, name);\n return this._vars[name];\n }\n\n has(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n return this._vars.hasOwnProperty(name);\n }\n}\n",
+ "import group from \"./group\";\nimport { SelectionHandle } from \"./selection\";\nimport { FilterHandle } from \"./filter\";\nimport { bind } from \"./input\";\nimport \"./input_selectize\";\nimport \"./input_checkboxgroup\";\nimport \"./input_slider\";\n\nconst defaultGroup = group(\"default\");\n\nfunction var_(name) {\n return defaultGroup.var(name);\n}\n\nfunction has(name) {\n return defaultGroup.has(name);\n}\n\nif (global.Shiny) {\n global.Shiny.addCustomMessageHandler(\"update-client-value\", function(message) {\n if (typeof(message.group) === \"string\") {\n group(message.group).var(message.name).set(message.value);\n } else {\n var_(message.name).set(message.value);\n }\n });\n}\n\nconst crosstalk = {\n group: group,\n var: var_,\n has: has,\n SelectionHandle: SelectionHandle,\n FilterHandle: FilterHandle,\n bind: bind\n};\n\n/**\n * @namespace crosstalk\n */\nexport default crosstalk;\nglobal.crosstalk = crosstalk;\n",
+ "let $ = global.jQuery;\n\nlet bindings = {};\n\nexport function register(reg) {\n bindings[reg.className] = reg;\n if (global.document && global.document.readyState !== \"complete\") {\n $(() => {\n bind();\n });\n } else if (global.document) {\n setTimeout(bind, 100);\n }\n}\n\nexport function bind() {\n Object.keys(bindings).forEach(function(className) {\n let binding = bindings[className];\n $(\".\" + binding.className).not(\".crosstalk-input-bound\").each(function(i, el) {\n bindInstance(binding, el);\n });\n });\n}\n\n// Escape jQuery identifier\nfunction $escape(val) {\n return val.replace(/([!\"#$%&'()*+,./:;<=>?@[\\\\\\]^`{|}~])/g, \"\\\\$1\");\n}\n\nfunction bindEl(el) {\n let $el = $(el);\n Object.keys(bindings).forEach(function(className) {\n if ($el.hasClass(className) && !$el.hasClass(\"crosstalk-input-bound\")) {\n let binding = bindings[className];\n bindInstance(binding, el);\n }\n });\n}\n\nfunction bindInstance(binding, el) {\n let jsonEl = $(el).find(\"script[type='application/json'][data-for='\" + $escape(el.id) + \"']\");\n let data = JSON.parse(jsonEl[0].innerText);\n\n let instance = binding.factory(el, data);\n $(el).data(\"crosstalk-instance\", instance);\n $(el).addClass(\"crosstalk-input-bound\");\n}\n\nif (global.Shiny) {\n let inputBinding = new global.Shiny.InputBinding();\n let $ = global.jQuery;\n $.extend(inputBinding, {\n find: function(scope) {\n return $(scope).find(\".crosstalk-input\");\n },\n initialize: function(el) {\n if (!$(el).hasClass(\"crosstalk-input-bound\")) {\n bindEl(el);\n }\n },\n getId: function(el) {\n return el.id;\n },\n getValue: function(el) {\n\n },\n setValue: function(el, value) {\n\n },\n receiveMessage: function(el, data) {\n\n },\n subscribe: function(el, callback) {\n $(el).data(\"crosstalk-instance\").resume();\n },\n unsubscribe: function(el) {\n $(el).data(\"crosstalk-instance\").suspend();\n }\n });\n global.Shiny.inputBindings.register(inputBinding, \"crosstalk.inputBinding\");\n}\n",
+ "import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-checkboxgroup\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n let $el = $(el);\n $el.on(\"change\", \"input[type='checkbox']\", function() {\n let checked = $el.find(\"input[type='checkbox']:checked\");\n if (checked.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n checked.each(function() {\n data.map[this.value].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n",
+ "import * as input from \"./input\";\nimport * as util from \"./util\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-select\",\n\n factory: function(el, data) {\n /*\n * items: {value: [...], label: [...]}\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n\n let first = [{value: \"\", label: \"(All)\"}];\n let items = util.dataframeToD3(data.items);\n let opts = {\n options: first.concat(items),\n valueField: \"value\",\n labelField: \"label\",\n searchField: \"label\"\n };\n\n let select = $(el).find(\"select\")[0];\n\n let selectize = $(select).selectize(opts)[0].selectize;\n\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n selectize.on(\"change\", function() {\n if (selectize.items.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n selectize.items.forEach(function(group) {\n data.map[group].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n",
+ "import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\nlet strftime = global.strftime;\n\ninput.register({\n className: \"crosstalk-input-slider\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let opts = {};\n let $el = $(el).find(\"input\");\n let dataType = $el.data(\"data-type\");\n let timeFormat = $el.data(\"time-format\");\n let round = $el.data(\"round\");\n let timeFormatter;\n\n // Set up formatting functions\n if (dataType === \"date\") {\n timeFormatter = strftime.utc();\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n\n } else if (dataType === \"datetime\") {\n let timezone = $el.data(\"timezone\");\n if (timezone)\n timeFormatter = strftime.timezone(timezone);\n else\n timeFormatter = strftime;\n\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n } else if (dataType === \"number\") {\n if (typeof round !== \"undefined\")\n opts.prettify = function(num) {\n let factor = Math.pow(10, round);\n return Math.round(num * factor) / factor;\n };\n }\n\n $el.ionRangeSlider(opts);\n\n function getValue() {\n let result = $el.data(\"ionRangeSlider\").result;\n\n // Function for converting numeric value from slider to appropriate type.\n let convert;\n let dataType = $el.data(\"data-type\");\n if (dataType === \"date\") {\n convert = function(val) {\n return formatDateUTC(new Date(+val));\n };\n } else if (dataType === \"datetime\") {\n convert = function(val) {\n // Convert ms to s\n return +val / 1000;\n };\n } else {\n convert = function(val) { return +val; };\n }\n\n if ($el.data(\"ionRangeSlider\").options.type === \"double\") {\n return [convert(result.from), convert(result.to)];\n } else {\n return convert(result.from);\n }\n }\n\n let lastKnownKeys = null;\n\n $el.on(\"change.crosstalkSliderInput\", function(event) {\n if (!$el.data(\"updating\") && !$el.data(\"animating\")) {\n let [from, to] = getValue();\n let keys = [];\n for (let i = 0; i < data.values.length; i++) {\n let val = data.values[i];\n if (val >= from && val <= to) {\n keys.push(data.keys[i]);\n }\n }\n keys.sort();\n ctHandle.set(keys);\n lastKnownKeys = keys;\n }\n });\n\n\n // let $el = $(el);\n // $el.on(\"change\", \"input[type=\"checkbox\"]\", function() {\n // let checked = $el.find(\"input[type=\"checkbox\"]:checked\");\n // if (checked.length === 0) {\n // ctHandle.clear();\n // } else {\n // let keys = {};\n // checked.each(function() {\n // data.map[this.value].forEach(function(key) {\n // keys[key] = true;\n // });\n // });\n // let keyArray = Object.keys(keys);\n // keyArray.sort();\n // ctHandle.set(keyArray);\n // }\n // });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n\n\n// Convert a number to a string with leading zeros\nfunction padZeros(n, digits) {\n let str = n.toString();\n while (str.length < digits)\n str = \"0\" + str;\n return str;\n}\n\n// Given a Date object, return a string in yyyy-mm-dd format, using the\n// UTC date. This may be a day off from the date in the local time zone.\nfunction formatDateUTC(date) {\n if (date instanceof Date) {\n return date.getUTCFullYear() + \"-\" +\n padZeros(date.getUTCMonth()+1, 2) + \"-\" +\n padZeros(date.getUTCDate(), 2);\n\n } else {\n return null;\n }\n}\n",
+ "import Events from \"./events\";\nimport grp from \"./group\";\nimport * as util from \"./util\";\n\n/**\n * Use this class to read and write (and listen for changes to) the selection\n * for a Crosstalk group. This is intended to be used for linked brushing.\n *\n * If two (or more) `SelectionHandle` instances in the same webpage share the\n * same group name, they will share the same state. Setting the selection using\n * one `SelectionHandle` instance will result in the `value` property instantly\n * changing across the others, and `\"change\"` event listeners on all instances\n * (including the one that initiated the sending) will fire.\n *\n * @param {string} [group] - The name of the Crosstalk group, or if none,\n * null or undefined (or any other falsy value). This can be changed later\n * via the [SelectionHandle#setGroup](#setGroup) method.\n * @param {Object} [extraInfo] - An object whose properties will be copied to\n * the event object whenever an event is emitted.\n */\nexport class SelectionHandle {\n\n constructor(group = null, extraInfo = null) {\n this._eventRelay = new Events();\n this._emitter = new util.SubscriptionTracker(this._eventRelay);\n\n // Name of the group we're currently tracking, if any. Can change over time.\n this._group = null;\n // The Var we're currently tracking, if any. Can change over time.\n this._var = null;\n // The event handler subscription we currently have on var.on(\"change\").\n this._varOnChangeSub = null;\n\n this._extraInfo = util.extend({ sender: this }, extraInfo);\n\n this.setGroup(group);\n }\n\n /**\n * Changes the Crosstalk group membership of this SelectionHandle. The group\n * being switched away from (if any) will not have its selection value\n * modified as a result of calling `setGroup`, even if this handle was the\n * most recent handle to set the selection of the group.\n *\n * The group being switched to (if any) will also not have its selection value\n * modified as a result of calling `setGroup`. If you want to set the\n * selection value of the new group, call `set` explicitly.\n *\n * @param {string} group - The name of the Crosstalk group, or null (or\n * undefined) to clear the group.\n */\n setGroup(group) {\n // If group is unchanged, do nothing\n if (this._group === group)\n return;\n // Treat null, undefined, and other falsy values the same\n if (!this._group && !group)\n return;\n\n if (this._var) {\n this._var.off(\"change\", this._varOnChangeSub);\n this._var = null;\n this._varOnChangeSub = null;\n }\n\n this._group = group;\n\n if (group) {\n this._var = grp(group).var(\"selection\");\n let sub = this._var.on(\"change\", (e) => {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Retrieves the current selection for the group represented by this\n * `SelectionHandle`.\n *\n * - If no selection is active, then this value will be falsy.\n * - If a selection is active, but no data points are selected, then this\n * value will be an empty array.\n * - If a selection is active, and data points are selected, then the keys\n * of the selected data points will be present in the array.\n */\n get value() {\n return this._var ? this._var.get() : null;\n }\n\n /**\n * Combines the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n // Important incidental effect: shallow clone is returned\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see\n * {@link SelectionHandle#value}).\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `SelectionHandle` constructor).\n */\n set(selectedKeys, extraInfo) {\n if (this._var)\n this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any that were passed\n * into the `SelectionHandle` constructor).\n */\n clear(extraInfo) {\n if (this._var)\n this.set(void 0, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Subscribes to events on this `SelectionHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {SelectionHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancels event subscriptions created by {@link SelectionHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|SelectionHandle~listener} listener - Either the callback\n * function previously passed into {@link SelectionHandle#on}, or the\n * string that was returned from {@link SelectionHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n /**\n * Shuts down the `SelectionHandle` object.\n *\n * Removes all event listeners that were added through this handle.\n */\n close() {\n this._emitter.removeAllListeners();\n this.setGroup(null);\n }\n}\n\n/**\n * @callback SelectionHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the selection, or `undefined` if no selection is active),\n * `oldValue` (the previous value of the selection), and `sender` (the\n * `SelectionHandle` instance that made the change).\n */\n\n/**\n * @event SelectionHandle#change\n * @type {object}\n * @property {object} value - The new value of the selection, or `undefined`\n * if no selection is active.\n * @property {object} oldValue - The previous value of the selection.\n * @property {SelectionHandle} sender - The `SelectionHandle` instance that\n * changed the value.\n */\n",
+ "export function extend(target, ...sources) {\n for (let i = 0; i < sources.length; i++) {\n let src = sources[i];\n if (typeof(src) === \"undefined\" || src === null)\n continue;\n\n for (let key in src) {\n if (src.hasOwnProperty(key)) {\n target[key] = src[key];\n }\n }\n }\n return target;\n}\n\nexport function checkSorted(list) {\n for (let i = 1; i < list.length; i++) {\n if (list[i] <= list[i-1]) {\n throw new Error(\"List is not sorted or contains duplicate\");\n }\n }\n}\n\nexport function diffSortedLists(a, b) {\n let i_a = 0;\n let i_b = 0;\n\n if (!a) a = [];\n if (!b) b = [];\n\n let a_only = [];\n let b_only = [];\n\n checkSorted(a);\n checkSorted(b);\n\n while (i_a < a.length && i_b < b.length) {\n if (a[i_a] === b[i_b]) {\n i_a++;\n i_b++;\n } else if (a[i_a] < b[i_b]) {\n a_only.push(a[i_a++]);\n } else {\n b_only.push(b[i_b++]);\n }\n }\n\n if (i_a < a.length)\n a_only = a_only.concat(a.slice(i_a));\n if (i_b < b.length)\n b_only = b_only.concat(b.slice(i_b));\n return {\n removed: a_only,\n added: b_only\n };\n}\n\n// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }\n// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]\nexport function dataframeToD3(df) {\n let names = [];\n let length;\n for (let name in df) {\n if (df.hasOwnProperty(name))\n names.push(name);\n if (typeof(df[name]) !== \"object\" || typeof(df[name].length) === \"undefined\") {\n throw new Error(\"All fields must be arrays\");\n } else if (typeof(length) !== \"undefined\" && length !== df[name].length) {\n throw new Error(\"All fields must be arrays of the same length\");\n }\n length = df[name].length;\n }\n let results = [];\n let item;\n for (let row = 0; row < length; row++) {\n item = {};\n for (let col = 0; col < names.length; col++) {\n item[names[col]] = df[names[col]][row];\n }\n results.push(item);\n }\n return results;\n}\n\n/**\n * Keeps track of all event listener additions/removals and lets all active\n * listeners be removed with a single operation.\n *\n * @private\n */\nexport class SubscriptionTracker {\n constructor(emitter) {\n this._emitter = emitter;\n this._subs = {};\n }\n\n on(eventType, listener) {\n let sub = this._emitter.on(eventType, listener);\n this._subs[sub] = eventType;\n return sub;\n }\n\n off(eventType, listener) {\n let sub = this._emitter.off(eventType, listener);\n if (sub) {\n delete this._subs[sub];\n }\n return sub;\n }\n\n removeAllListeners() {\n let current_subs = this._subs;\n this._subs = {};\n Object.keys(current_subs).forEach((sub) => {\n this._emitter.off(current_subs[sub], sub);\n });\n }\n}\n",
+ "import Events from \"./events\";\n\nexport default class Var {\n constructor(group, name, /*optional*/ value) {\n this._group = group;\n this._name = name;\n this._value = value;\n this._events = new Events();\n }\n\n get() {\n return this._value;\n }\n\n set(value, /*optional*/ event) {\n if (this._value === value) {\n // Do nothing; the value hasn't changed\n return;\n }\n let oldValue = this._value;\n this._value = value;\n // Alert JavaScript listeners that the value has changed\n let evt = {};\n if (event && typeof(event) === \"object\") {\n for (let k in event) {\n if (event.hasOwnProperty(k))\n evt[k] = event[k];\n }\n }\n evt.oldValue = oldValue;\n evt.value = value;\n this._events.trigger(\"change\", evt, this);\n\n // TODO: Make this extensible, to let arbitrary back-ends know that\n // something has changed\n if (global.Shiny && global.Shiny.onInputChange) {\n global.Shiny.onInputChange(\n \".clientValue-\" +\n (this._group.name !== null ? this._group.name + \"-\" : \"\") +\n this._name,\n typeof(value) === \"undefined\" ? null : value\n );\n }\n }\n\n on(eventType, listener) {\n return this._events.on(eventType, listener);\n }\n\n off(eventType, listener) {\n return this._events.off(eventType, listener);\n }\n}\n"
+ ]
+}
\ No newline at end of file
diff --git a/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.min.js b/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.min.js
new file mode 100644
index 00000000..b7ec0ac9
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/js/crosstalk.min.js
@@ -0,0 +1,2 @@
+!function o(u,a,l){function s(n,e){if(!a[n]){if(!u[n]){var t="function"==typeof require&&require;if(!e&&t)return t(n,!0);if(f)return f(n,!0);var r=new Error("Cannot find module '"+n+"'");throw r.code="MODULE_NOT_FOUND",r}var i=a[n]={exports:{}};u[n][0].call(i.exports,function(e){var t=u[n][1][e];return s(t||e)},i,i.exports,o,u,a,l)}return a[n].exports}for(var f="function"==typeof require&&require,e=0;e?@[\\\]^`{|}~])/g,"\\$1")+"']"),r=JSON.parse(n[0].innerText),i=e.factory(t,r);o(t).data("crosstalk-instance",i),o(t).addClass("crosstalk-input-bound")}if(t.Shiny){var e=new t.Shiny.InputBinding,u=t.jQuery;u.extend(e,{find:function(e){return u(e).find(".crosstalk-input")},initialize:function(e){var t,n;u(e).hasClass("crosstalk-input-bound")||(n=o(t=e),Object.keys(r).forEach(function(e){n.hasClass(e)&&!n.hasClass("crosstalk-input-bound")&&i(r[e],t)}))},getId:function(e){return e.id},getValue:function(e){},setValue:function(e,t){},receiveMessage:function(e,t){},subscribe:function(e,t){u(e).data("crosstalk-instance").resume()},unsubscribe:function(e){u(e).data("crosstalk-instance").suspend()}}),t.Shiny.inputBindings.register(e,"crosstalk.inputBinding")}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{}],7:[function(r,e,t){(function(e){"use strict";var t=function(e){{if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}}(r("./input")),n=r("./filter");var a=e.jQuery;t.register({className:"crosstalk-input-checkboxgroup",factory:function(e,r){var i=new n.FilterHandle(r.group),o=void 0,u=a(e);return u.on("change","input[type='checkbox']",function(){var e=u.find("input[type='checkbox']:checked");if(0===e.length)o=null,i.clear();else{var t={};e.each(function(){r.map[this.value].forEach(function(e){t[e]=!0})});var n=Object.keys(t);n.sort(),o=n,i.set(n)}}),{suspend:function(){i.clear()},resume:function(){o&&i.set(o)}}}})}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./filter":2,"./input":6}],8:[function(r,e,t){(function(e){"use strict";var t=n(r("./input")),l=n(r("./util")),s=r("./filter");function n(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}var f=e.jQuery;t.register({className:"crosstalk-input-select",factory:function(e,n){var t=l.dataframeToD3(n.items),r={options:[{value:"",label:"(All)"}].concat(t),valueField:"value",labelField:"label",searchField:"label"},i=f(e).find("select")[0],o=f(i).selectize(r)[0].selectize,u=new s.FilterHandle(n.group),a=void 0;return o.on("change",function(){if(0===o.items.length)a=null,u.clear();else{var t={};o.items.forEach(function(e){n.map[e].forEach(function(e){t[e]=!0})});var e=Object.keys(t);e.sort(),a=e,u.set(e)}}),{suspend:function(){u.clear()},resume:function(){a&&u.set(a)}}}})}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./filter":2,"./input":6,"./util":11}],9:[function(n,e,t){(function(e){"use strict";var d=function(e,t){if(Array.isArray(e))return e;if(Symbol.iterator in Object(e))return function(e,t){var n=[],r=!0,i=!1,o=void 0;try{for(var u,a=e[Symbol.iterator]();!(r=(u=a.next()).done)&&(n.push(u.value),!t||n.length!==t);r=!0);}catch(e){i=!0,o=e}finally{try{!r&&a.return&&a.return()}finally{if(i)throw o}}return n}(e,t);throw new TypeError("Invalid attempt to destructure non-iterable instance")},t=function(e){{if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}}(n("./input")),a=n("./filter");var v=e.jQuery,p=e.strftime;function y(e,t){for(var n=e.toString();n.length {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Combine the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Close the handle. This clears this handle's contribution to the filter set,\n * and unsubscribes all event listeners.\n */\n close() {\n this._emitter.removeAllListeners();\n this.clear();\n this.setGroup(null);\n }\n\n /**\n * Clear this handle's contribution to the filter set.\n *\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n clear(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.clear(this._id);\n this._onChange(extraInfo);\n }\n\n /**\n * Set this handle's contribution to the filter set. This array should consist\n * of the keys of the rows that _should_ be displayed; any keys that are not\n * present in the array will be considered _filtered out_. Note that multiple\n * `FilterHandle` instances in the group may each contribute an array of keys,\n * and only those keys that appear in _all_ of the arrays make it through the\n * filter.\n *\n * @param {string[]} keys - Empty array, or array of keys. To clear the\n * filter, don't pass an empty array; instead, use the\n * {@link FilterHandle#clear} method.\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n set(keys, extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.update(this._id, keys);\n this._onChange(extraInfo);\n }\n\n /**\n * @return {string[]|null} - Either: 1) an array of keys that made it through\n * all of the `FilterHandle` instances, or, 2) `null`, which means no filter\n * is being applied (all data should be displayed).\n */\n get filteredKeys() {\n return this._filterSet ? this._filterSet.value : null;\n }\n\n /**\n * Subscribe to events on this `FilterHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {FilterHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link FilterHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancel event subscriptions created by {@link FilterHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|FilterHandle~listener} listener - Either the callback\n * function previously passed into {@link FilterHandle#on}, or the\n * string that was returned from {@link FilterHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n _onChange(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterVar.set(this._filterSet.value, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * @callback FilterHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the filter set, or `null` if no filter set is active),\n * `oldValue` (the previous value of the filter set), and `sender` (the\n * `FilterHandle` instance that made the change).\n */\n\n}\n\n/**\n * @event FilterHandle#change\n * @type {object}\n * @property {object} value - The new value of the filter set, or `null`\n * if no filter set is active.\n * @property {object} oldValue - The previous value of the filter set.\n * @property {FilterHandle} sender - The `FilterHandle` instance that\n * changed the value.\n */\n","import { diffSortedLists } from \"./util\";\n\nfunction naturalComparator(a, b) {\n if (a === b) {\n return 0;\n } else if (a < b) {\n return -1;\n } else if (a > b) {\n return 1;\n }\n}\n\n/**\n * @private\n */\nexport default class FilterSet {\n constructor() {\n this.reset();\n }\n\n reset() {\n // Key: handle ID, Value: array of selected keys, or null\n this._handles = {};\n // Key: key string, Value: count of handles that include it\n this._keys = {};\n this._value = null;\n this._activeHandles = 0;\n }\n\n get value() {\n return this._value;\n }\n\n update(handleId, keys) {\n if (keys !== null) {\n keys = keys.slice(0); // clone before sorting\n keys.sort(naturalComparator);\n }\n\n let {added, removed} = diffSortedLists(this._handles[handleId], keys);\n this._handles[handleId] = keys;\n\n for (let i = 0; i < added.length; i++) {\n this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;\n }\n for (let i = 0; i < removed.length; i++) {\n this._keys[removed[i]]--;\n }\n\n this._updateValue(keys);\n }\n\n /**\n * @param {string[]} keys Sorted array of strings that indicate\n * a superset of possible keys.\n * @private\n */\n _updateValue(keys = this._allKeys) {\n let handleCount = Object.keys(this._handles).length;\n if (handleCount === 0) {\n this._value = null;\n } else {\n this._value = [];\n for (let i = 0; i < keys.length; i++) {\n let count = this._keys[keys[i]];\n if (count === handleCount) {\n this._value.push(keys[i]);\n }\n }\n }\n }\n\n clear(handleId) {\n if (typeof(this._handles[handleId]) === \"undefined\") {\n return;\n }\n\n let keys = this._handles[handleId];\n if (!keys) {\n keys = [];\n }\n\n for (let i = 0; i < keys.length; i++) {\n this._keys[keys[i]]--;\n }\n delete this._handles[handleId];\n\n this._updateValue();\n }\n\n get _allKeys() {\n let allKeys = Object.keys(this._keys);\n allKeys.sort(naturalComparator);\n return allKeys;\n }\n}\n","import Var from \"./var\";\n\n// Use a global so that multiple copies of crosstalk.js can be loaded and still\n// have groups behave as singletons across all copies.\nglobal.__crosstalk_groups = global.__crosstalk_groups || {};\nlet groups = global.__crosstalk_groups;\n\nexport default function group(groupName) {\n if (groupName && typeof(groupName) === \"string\") {\n if (!groups.hasOwnProperty(groupName)) {\n groups[groupName] = new Group(groupName);\n }\n return groups[groupName];\n } else if (typeof(groupName) === \"object\" && groupName._vars && groupName.var) {\n // Appears to already be a group object\n return groupName;\n } else if (Array.isArray(groupName) &&\n groupName.length == 1 &&\n typeof(groupName[0]) === \"string\") {\n return group(groupName[0]);\n } else {\n throw new Error(\"Invalid groupName argument\");\n }\n}\n\nclass Group {\n constructor(name) {\n this.name = name;\n this._vars = {};\n }\n\n var(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n if (!this._vars.hasOwnProperty(name))\n this._vars[name] = new Var(this, name);\n return this._vars[name];\n }\n\n has(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n return this._vars.hasOwnProperty(name);\n }\n}\n","import group from \"./group\";\nimport { SelectionHandle } from \"./selection\";\nimport { FilterHandle } from \"./filter\";\nimport { bind } from \"./input\";\nimport \"./input_selectize\";\nimport \"./input_checkboxgroup\";\nimport \"./input_slider\";\n\nconst defaultGroup = group(\"default\");\n\nfunction var_(name) {\n return defaultGroup.var(name);\n}\n\nfunction has(name) {\n return defaultGroup.has(name);\n}\n\nif (global.Shiny) {\n global.Shiny.addCustomMessageHandler(\"update-client-value\", function(message) {\n if (typeof(message.group) === \"string\") {\n group(message.group).var(message.name).set(message.value);\n } else {\n var_(message.name).set(message.value);\n }\n });\n}\n\nconst crosstalk = {\n group: group,\n var: var_,\n has: has,\n SelectionHandle: SelectionHandle,\n FilterHandle: FilterHandle,\n bind: bind\n};\n\n/**\n * @namespace crosstalk\n */\nexport default crosstalk;\nglobal.crosstalk = crosstalk;\n","let $ = global.jQuery;\n\nlet bindings = {};\n\nexport function register(reg) {\n bindings[reg.className] = reg;\n if (global.document && global.document.readyState !== \"complete\") {\n $(() => {\n bind();\n });\n } else if (global.document) {\n setTimeout(bind, 100);\n }\n}\n\nexport function bind() {\n Object.keys(bindings).forEach(function(className) {\n let binding = bindings[className];\n $(\".\" + binding.className).not(\".crosstalk-input-bound\").each(function(i, el) {\n bindInstance(binding, el);\n });\n });\n}\n\n// Escape jQuery identifier\nfunction $escape(val) {\n return val.replace(/([!\"#$%&'()*+,./:;<=>?@[\\\\\\]^`{|}~])/g, \"\\\\$1\");\n}\n\nfunction bindEl(el) {\n let $el = $(el);\n Object.keys(bindings).forEach(function(className) {\n if ($el.hasClass(className) && !$el.hasClass(\"crosstalk-input-bound\")) {\n let binding = bindings[className];\n bindInstance(binding, el);\n }\n });\n}\n\nfunction bindInstance(binding, el) {\n let jsonEl = $(el).find(\"script[type='application/json'][data-for='\" + $escape(el.id) + \"']\");\n let data = JSON.parse(jsonEl[0].innerText);\n\n let instance = binding.factory(el, data);\n $(el).data(\"crosstalk-instance\", instance);\n $(el).addClass(\"crosstalk-input-bound\");\n}\n\nif (global.Shiny) {\n let inputBinding = new global.Shiny.InputBinding();\n let $ = global.jQuery;\n $.extend(inputBinding, {\n find: function(scope) {\n return $(scope).find(\".crosstalk-input\");\n },\n initialize: function(el) {\n if (!$(el).hasClass(\"crosstalk-input-bound\")) {\n bindEl(el);\n }\n },\n getId: function(el) {\n return el.id;\n },\n getValue: function(el) {\n\n },\n setValue: function(el, value) {\n\n },\n receiveMessage: function(el, data) {\n\n },\n subscribe: function(el, callback) {\n $(el).data(\"crosstalk-instance\").resume();\n },\n unsubscribe: function(el) {\n $(el).data(\"crosstalk-instance\").suspend();\n }\n });\n global.Shiny.inputBindings.register(inputBinding, \"crosstalk.inputBinding\");\n}\n","import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-checkboxgroup\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n let $el = $(el);\n $el.on(\"change\", \"input[type='checkbox']\", function() {\n let checked = $el.find(\"input[type='checkbox']:checked\");\n if (checked.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n checked.each(function() {\n data.map[this.value].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n","import * as input from \"./input\";\nimport * as util from \"./util\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-select\",\n\n factory: function(el, data) {\n /*\n * items: {value: [...], label: [...]}\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n\n let first = [{value: \"\", label: \"(All)\"}];\n let items = util.dataframeToD3(data.items);\n let opts = {\n options: first.concat(items),\n valueField: \"value\",\n labelField: \"label\",\n searchField: \"label\"\n };\n\n let select = $(el).find(\"select\")[0];\n\n let selectize = $(select).selectize(opts)[0].selectize;\n\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n selectize.on(\"change\", function() {\n if (selectize.items.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n selectize.items.forEach(function(group) {\n data.map[group].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n","import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\nlet strftime = global.strftime;\n\ninput.register({\n className: \"crosstalk-input-slider\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let opts = {};\n let $el = $(el).find(\"input\");\n let dataType = $el.data(\"data-type\");\n let timeFormat = $el.data(\"time-format\");\n let round = $el.data(\"round\");\n let timeFormatter;\n\n // Set up formatting functions\n if (dataType === \"date\") {\n timeFormatter = strftime.utc();\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n\n } else if (dataType === \"datetime\") {\n let timezone = $el.data(\"timezone\");\n if (timezone)\n timeFormatter = strftime.timezone(timezone);\n else\n timeFormatter = strftime;\n\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n } else if (dataType === \"number\") {\n if (typeof round !== \"undefined\")\n opts.prettify = function(num) {\n let factor = Math.pow(10, round);\n return Math.round(num * factor) / factor;\n };\n }\n\n $el.ionRangeSlider(opts);\n\n function getValue() {\n let result = $el.data(\"ionRangeSlider\").result;\n\n // Function for converting numeric value from slider to appropriate type.\n let convert;\n let dataType = $el.data(\"data-type\");\n if (dataType === \"date\") {\n convert = function(val) {\n return formatDateUTC(new Date(+val));\n };\n } else if (dataType === \"datetime\") {\n convert = function(val) {\n // Convert ms to s\n return +val / 1000;\n };\n } else {\n convert = function(val) { return +val; };\n }\n\n if ($el.data(\"ionRangeSlider\").options.type === \"double\") {\n return [convert(result.from), convert(result.to)];\n } else {\n return convert(result.from);\n }\n }\n\n let lastKnownKeys = null;\n\n $el.on(\"change.crosstalkSliderInput\", function(event) {\n if (!$el.data(\"updating\") && !$el.data(\"animating\")) {\n let [from, to] = getValue();\n let keys = [];\n for (let i = 0; i < data.values.length; i++) {\n let val = data.values[i];\n if (val >= from && val <= to) {\n keys.push(data.keys[i]);\n }\n }\n keys.sort();\n ctHandle.set(keys);\n lastKnownKeys = keys;\n }\n });\n\n\n // let $el = $(el);\n // $el.on(\"change\", \"input[type=\"checkbox\"]\", function() {\n // let checked = $el.find(\"input[type=\"checkbox\"]:checked\");\n // if (checked.length === 0) {\n // ctHandle.clear();\n // } else {\n // let keys = {};\n // checked.each(function() {\n // data.map[this.value].forEach(function(key) {\n // keys[key] = true;\n // });\n // });\n // let keyArray = Object.keys(keys);\n // keyArray.sort();\n // ctHandle.set(keyArray);\n // }\n // });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n\n\n// Convert a number to a string with leading zeros\nfunction padZeros(n, digits) {\n let str = n.toString();\n while (str.length < digits)\n str = \"0\" + str;\n return str;\n}\n\n// Given a Date object, return a string in yyyy-mm-dd format, using the\n// UTC date. This may be a day off from the date in the local time zone.\nfunction formatDateUTC(date) {\n if (date instanceof Date) {\n return date.getUTCFullYear() + \"-\" +\n padZeros(date.getUTCMonth()+1, 2) + \"-\" +\n padZeros(date.getUTCDate(), 2);\n\n } else {\n return null;\n }\n}\n","import Events from \"./events\";\nimport grp from \"./group\";\nimport * as util from \"./util\";\n\n/**\n * Use this class to read and write (and listen for changes to) the selection\n * for a Crosstalk group. This is intended to be used for linked brushing.\n *\n * If two (or more) `SelectionHandle` instances in the same webpage share the\n * same group name, they will share the same state. Setting the selection using\n * one `SelectionHandle` instance will result in the `value` property instantly\n * changing across the others, and `\"change\"` event listeners on all instances\n * (including the one that initiated the sending) will fire.\n *\n * @param {string} [group] - The name of the Crosstalk group, or if none,\n * null or undefined (or any other falsy value). This can be changed later\n * via the [SelectionHandle#setGroup](#setGroup) method.\n * @param {Object} [extraInfo] - An object whose properties will be copied to\n * the event object whenever an event is emitted.\n */\nexport class SelectionHandle {\n\n constructor(group = null, extraInfo = null) {\n this._eventRelay = new Events();\n this._emitter = new util.SubscriptionTracker(this._eventRelay);\n\n // Name of the group we're currently tracking, if any. Can change over time.\n this._group = null;\n // The Var we're currently tracking, if any. Can change over time.\n this._var = null;\n // The event handler subscription we currently have on var.on(\"change\").\n this._varOnChangeSub = null;\n\n this._extraInfo = util.extend({ sender: this }, extraInfo);\n\n this.setGroup(group);\n }\n\n /**\n * Changes the Crosstalk group membership of this SelectionHandle. The group\n * being switched away from (if any) will not have its selection value\n * modified as a result of calling `setGroup`, even if this handle was the\n * most recent handle to set the selection of the group.\n *\n * The group being switched to (if any) will also not have its selection value\n * modified as a result of calling `setGroup`. If you want to set the\n * selection value of the new group, call `set` explicitly.\n *\n * @param {string} group - The name of the Crosstalk group, or null (or\n * undefined) to clear the group.\n */\n setGroup(group) {\n // If group is unchanged, do nothing\n if (this._group === group)\n return;\n // Treat null, undefined, and other falsy values the same\n if (!this._group && !group)\n return;\n\n if (this._var) {\n this._var.off(\"change\", this._varOnChangeSub);\n this._var = null;\n this._varOnChangeSub = null;\n }\n\n this._group = group;\n\n if (group) {\n this._var = grp(group).var(\"selection\");\n let sub = this._var.on(\"change\", (e) => {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Retrieves the current selection for the group represented by this\n * `SelectionHandle`.\n *\n * - If no selection is active, then this value will be falsy.\n * - If a selection is active, but no data points are selected, then this\n * value will be an empty array.\n * - If a selection is active, and data points are selected, then the keys\n * of the selected data points will be present in the array.\n */\n get value() {\n return this._var ? this._var.get() : null;\n }\n\n /**\n * Combines the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n // Important incidental effect: shallow clone is returned\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see\n * {@link SelectionHandle#value}).\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `SelectionHandle` constructor).\n */\n set(selectedKeys, extraInfo) {\n if (this._var)\n this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any that were passed\n * into the `SelectionHandle` constructor).\n */\n clear(extraInfo) {\n if (this._var)\n this.set(void 0, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Subscribes to events on this `SelectionHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {SelectionHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancels event subscriptions created by {@link SelectionHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|SelectionHandle~listener} listener - Either the callback\n * function previously passed into {@link SelectionHandle#on}, or the\n * string that was returned from {@link SelectionHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n /**\n * Shuts down the `SelectionHandle` object.\n *\n * Removes all event listeners that were added through this handle.\n */\n close() {\n this._emitter.removeAllListeners();\n this.setGroup(null);\n }\n}\n\n/**\n * @callback SelectionHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the selection, or `undefined` if no selection is active),\n * `oldValue` (the previous value of the selection), and `sender` (the\n * `SelectionHandle` instance that made the change).\n */\n\n/**\n * @event SelectionHandle#change\n * @type {object}\n * @property {object} value - The new value of the selection, or `undefined`\n * if no selection is active.\n * @property {object} oldValue - The previous value of the selection.\n * @property {SelectionHandle} sender - The `SelectionHandle` instance that\n * changed the value.\n */\n","export function extend(target, ...sources) {\n for (let i = 0; i < sources.length; i++) {\n let src = sources[i];\n if (typeof(src) === \"undefined\" || src === null)\n continue;\n\n for (let key in src) {\n if (src.hasOwnProperty(key)) {\n target[key] = src[key];\n }\n }\n }\n return target;\n}\n\nexport function checkSorted(list) {\n for (let i = 1; i < list.length; i++) {\n if (list[i] <= list[i-1]) {\n throw new Error(\"List is not sorted or contains duplicate\");\n }\n }\n}\n\nexport function diffSortedLists(a, b) {\n let i_a = 0;\n let i_b = 0;\n\n if (!a) a = [];\n if (!b) b = [];\n\n let a_only = [];\n let b_only = [];\n\n checkSorted(a);\n checkSorted(b);\n\n while (i_a < a.length && i_b < b.length) {\n if (a[i_a] === b[i_b]) {\n i_a++;\n i_b++;\n } else if (a[i_a] < b[i_b]) {\n a_only.push(a[i_a++]);\n } else {\n b_only.push(b[i_b++]);\n }\n }\n\n if (i_a < a.length)\n a_only = a_only.concat(a.slice(i_a));\n if (i_b < b.length)\n b_only = b_only.concat(b.slice(i_b));\n return {\n removed: a_only,\n added: b_only\n };\n}\n\n// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }\n// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]\nexport function dataframeToD3(df) {\n let names = [];\n let length;\n for (let name in df) {\n if (df.hasOwnProperty(name))\n names.push(name);\n if (typeof(df[name]) !== \"object\" || typeof(df[name].length) === \"undefined\") {\n throw new Error(\"All fields must be arrays\");\n } else if (typeof(length) !== \"undefined\" && length !== df[name].length) {\n throw new Error(\"All fields must be arrays of the same length\");\n }\n length = df[name].length;\n }\n let results = [];\n let item;\n for (let row = 0; row < length; row++) {\n item = {};\n for (let col = 0; col < names.length; col++) {\n item[names[col]] = df[names[col]][row];\n }\n results.push(item);\n }\n return results;\n}\n\n/**\n * Keeps track of all event listener additions/removals and lets all active\n * listeners be removed with a single operation.\n *\n * @private\n */\nexport class SubscriptionTracker {\n constructor(emitter) {\n this._emitter = emitter;\n this._subs = {};\n }\n\n on(eventType, listener) {\n let sub = this._emitter.on(eventType, listener);\n this._subs[sub] = eventType;\n return sub;\n }\n\n off(eventType, listener) {\n let sub = this._emitter.off(eventType, listener);\n if (sub) {\n delete this._subs[sub];\n }\n return sub;\n }\n\n removeAllListeners() {\n let current_subs = this._subs;\n this._subs = {};\n Object.keys(current_subs).forEach((sub) => {\n this._emitter.off(current_subs[sub], sub);\n });\n }\n}\n","import Events from \"./events\";\n\nexport default class Var {\n constructor(group, name, /*optional*/ value) {\n this._group = group;\n this._name = name;\n this._value = value;\n this._events = new Events();\n }\n\n get() {\n return this._value;\n }\n\n set(value, /*optional*/ event) {\n if (this._value === value) {\n // Do nothing; the value hasn't changed\n return;\n }\n let oldValue = this._value;\n this._value = value;\n // Alert JavaScript listeners that the value has changed\n let evt = {};\n if (event && typeof(event) === \"object\") {\n for (let k in event) {\n if (event.hasOwnProperty(k))\n evt[k] = event[k];\n }\n }\n evt.oldValue = oldValue;\n evt.value = value;\n this._events.trigger(\"change\", evt, this);\n\n // TODO: Make this extensible, to let arbitrary back-ends know that\n // something has changed\n if (global.Shiny && global.Shiny.onInputChange) {\n global.Shiny.onInputChange(\n \".clientValue-\" +\n (this._group.name !== null ? this._group.name + \"-\" : \"\") +\n this._name,\n typeof(value) === \"undefined\" ? null : value\n );\n }\n }\n\n on(eventType, listener) {\n return this._events.on(eventType, listener);\n }\n\n off(eventType, listener) {\n return this._events.off(eventType, listener);\n }\n}\n"]}
\ No newline at end of file
diff --git a/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/scss/crosstalk.scss b/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/scss/crosstalk.scss
new file mode 100644
index 00000000..35665616
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/crosstalk-1.2.1/scss/crosstalk.scss
@@ -0,0 +1,75 @@
+/* Adjust margins outwards, so column contents line up with the edges of the
+ parent of container-fluid. */
+.container-fluid.crosstalk-bscols {
+ margin-left: -30px;
+ margin-right: -30px;
+ white-space: normal;
+}
+
+/* But don't adjust the margins outwards if we're directly under the body,
+ i.e. we were the top-level of something at the console. */
+body > .container-fluid.crosstalk-bscols {
+ margin-left: auto;
+ margin-right: auto;
+}
+
+.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column {
+ display: inline-block;
+ padding-right: 12px;
+ vertical-align: top;
+}
+
+@media only screen and (max-width:480px) {
+ .crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column {
+ display: block;
+ padding-right: inherit;
+ }
+}
+
+/* Relevant BS3 styles to make filter_checkbox() look reasonable without Bootstrap */
+.crosstalk-input {
+ margin-bottom: 15px; /* a la .form-group */
+ .control-label {
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ input[type="checkbox"] {
+ margin: 4px 0 0;
+ margin-top: 1px;
+ line-height: normal;
+ }
+ .checkbox {
+ position: relative;
+ display: block;
+ margin-top: 10px;
+ margin-bottom: 10px;
+ }
+ .checkbox > label{
+ padding-left: 20px;
+ margin-bottom: 0;
+ font-weight: 400;
+ cursor: pointer;
+ }
+ .checkbox input[type="checkbox"],
+ .checkbox-inline input[type="checkbox"] {
+ position: absolute;
+ margin-top: 2px;
+ margin-left: -20px;
+ }
+ .checkbox + .checkbox {
+ margin-top: -5px;
+ }
+ .checkbox-inline {
+ position: relative;
+ display: inline-block;
+ padding-left: 20px;
+ margin-bottom: 0;
+ font-weight: 400;
+ vertical-align: middle;
+ cursor: pointer;
+ }
+ .checkbox-inline + .checkbox-inline {
+ margin-top: 0;
+ margin-left: 10px;
+ }
+}
diff --git a/_projects/2024/100419840/100419840_files/distill-2.2.21/template.v2.js b/_projects/2024/100419840/100419840_files/distill-2.2.21/template.v2.js
new file mode 100644
index 00000000..01a5319e
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/distill-2.2.21/template.v2.js
@@ -0,0 +1,744 @@
+function load_distill_framework() {
+(function(e,t){'object'==typeof exports&&'undefined'!=typeof module?t():'function'==typeof define&&define.amd?define(t):t()})(this,function(){'use strict';function e(e,t){e.title=t.title,t.published&&(t.published instanceof Date?e.publishedDate=t.published:t.published.constructor===String&&(e.publishedDate=new Date(t.published))),t.publishedDate&&(t.publishedDate instanceof Date?e.publishedDate=t.publishedDate:t.publishedDate.constructor===String?e.publishedDate=new Date(t.publishedDate):console.error('Don\'t know what to do with published date: '+t.publishedDate)),e.description=t.description,e.authors=t.authors.map((e)=>new Qn(e)),e.katex=t.katex,e.password=t.password}function t(e=document){const t=new Set,n=e.querySelectorAll('d-cite');for(const i of n){const e=i.getAttribute('key').split(',');for(const n of e)t.add(n)}return[...t]}function n(e,t,n,i){if(null==e.author)return'';var a=e.author.split(' and ');let d=a.map((e)=>{if(e=e.trim(),e.match(/\{.+\}/)){var n=/\{([^}]+)\}/,i=n.exec(e);return i[1]}if(-1!=e.indexOf(','))var a=e.split(',')[0].trim(),d=e.split(',')[1];else var a=e.split(' ').slice(-1)[0].trim(),d=e.split(' ').slice(0,-1).join(' ');var r='';return void 0!=d&&(r=d.trim().split(' ').map((e)=>e.trim()[0]),r=r.join('.')+'.'),t.replace('${F}',d).replace('${L}',a).replace('${I}',r)});if(1[${i||'link'}]`}return''}function d(e,t){return'doi'in e?`${t?' ':''} DOI: ${e.doi}`:''}function r(e){return''+e.title+' '}function o(e){if(e){var t=r(e);return t+=a(e)+' ',e.author&&(t+=n(e,'${L}, ${I}',', ',' and '),(e.year||e.date)&&(t+=', ')),t+=e.year||e.date?(e.year||e.date)+'. ':'. ',t+=i(e),t+=d(e),t}return'?'}function l(e){if(e){var t='';t+=''+e.title+'',t+=a(e),t+=' ';var r=n(e,'${I} ${L}',', ')+'.',o=i(e).trim()+' '+e.year+'. '+d(e,!0);return t+=(r+o).length'+o,t}return'?'}function s(e){for(let t of e.authors){const e=!!t.affiliation,n=!!t.affiliations;if(e)if(n)console.warn(`Author ${t.author} has both old-style ("affiliation" & "affiliationURL") and new style ("affiliations") affiliation information!`);else{let e={name:t.affiliation};t.affiliationURL&&(e.url=t.affiliationURL),t.affiliations=[e]}}return console.log(e),e}function c(e){const t=e.querySelector('script');if(t){const e=t.getAttribute('type');if('json'==e.split('/')[1]){const e=t.textContent,n=JSON.parse(e);return s(n)}console.error('Distill only supports JSON frontmatter tags anymore; no more YAML.')}else console.error('You added a frontmatter tag but did not provide a script tag with front matter data in it. Please take a look at our templates.');return{}}function u(){return-1!==['interactive','complete'].indexOf(document.readyState)}function p(e){const t='distill-prerendered-styles',n=e.getElementById(t);if(!n){const n=e.createElement('style');n.id=t,n.type='text/css';const i=e.createTextNode(bi);n.appendChild(i);const a=e.head.querySelector('script');e.head.insertBefore(n,a)}}function g(e,t){console.info('Runlevel 0: Polyfill required: '+e.name);const n=document.createElement('script');n.src=e.url,n.async=!1,t&&(n.onload=function(){t(e)}),n.onerror=function(){new Error('Runlevel 0: Polyfills failed to load script '+e.name)},document.head.appendChild(n)}function f(e,t){return t={exports:{}},e(t,t.exports),t.exports}function h(e){return e.replace(/[\t\n ]+/g,' ').replace(/{\\["^`.'acu~Hvs]( )?([a-zA-Z])}/g,(e,t,n)=>n).replace(/{\\([a-zA-Z])}/g,(e,t)=>t)}function b(e){const t=new Map,n=_i.toJSON(e);for(const i of n){for(const[e,t]of Object.entries(i.entryTags))i.entryTags[e.toLowerCase()]=h(t);i.entryTags.type=i.entryType,t.set(i.citationKey,i.entryTags)}return t}function m(e){return`@article{${e.slug},
+ author = {${e.bibtexAuthors}},
+ title = {${e.title}},
+ journal = {${e.journal.title}},
+ year = {${e.publishedYear}},
+ note = {${e.url}},
+ doi = {${e.doi}}
+}`}function y(e){return`
+
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+ If you see mistakes or want to suggest changes, please create an issue on GitHub.
Diagrams and text are licensed under Creative Commons Attribution CC-BY 4.0 with the source available on GitHub, unless noted otherwise. The figures that have been reused from other sources don’t fall under this license and can be recognized by a note in their caption: “Figure from …”.
+ `),'undefined'!=typeof e.publishedDate&&(t+=`
+
Citation
+
For attribution in academic contexts, please cite this work as
+
+`,!1);class Fi extends qi(HTMLElement){connectedCallback(){super.connectedCallback(),this.list=this.root.querySelector('ol'),this.root.style.display='none'}set footnotes(e){if(this.list.innerHTML='',e.length){this.root.style.display='';for(const t of e){const e=document.createElement('li');e.id=t.id+'-listing',e.innerHTML=t.innerHTML;const n=document.createElement('a');n.setAttribute('class','footnote-backlink'),n.textContent='[\u21A9]',n.href='#'+t.id,e.appendChild(n),this.list.appendChild(e)}}else this.root.style.display='none'}}const Pi=ti('d-hover-box',`
+
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+`);class Hi extends Pi(HTMLElement){constructor(){super()}connectedCallback(){}listen(e){this.bindDivEvents(this),this.bindTriggerEvents(e)}bindDivEvents(e){e.addEventListener('mouseover',()=>{this.visible||this.showAtNode(e),this.stopTimeout()}),e.addEventListener('mouseout',()=>{this.extendTimeout(500)}),e.addEventListener('touchstart',(e)=>{e.stopPropagation()},{passive:!0}),document.body.addEventListener('touchstart',()=>{this.hide()},{passive:!0})}bindTriggerEvents(e){e.addEventListener('mouseover',()=>{this.visible||this.showAtNode(e),this.stopTimeout()}),e.addEventListener('mouseout',()=>{this.extendTimeout(300)}),e.addEventListener('touchstart',(t)=>{this.visible?this.hide():this.showAtNode(e),t.stopPropagation()},{passive:!0})}show(e){this.visible=!0,this.style.display='block',this.style.top=Pn(e[1]+10)+'px'}showAtNode(e){const t=e.getBoundingClientRect();this.show([e.offsetLeft+t.width,e.offsetTop+t.height])}hide(){this.visible=!1,this.style.display='none',this.stopTimeout()}stopTimeout(){this.timeout&&clearTimeout(this.timeout)}extendTimeout(e){this.stopTimeout(),this.timeout=setTimeout(()=>{this.hide()},e)}}class zi extends HTMLElement{static get is(){return'd-title'}}const Yi=ti('d-references',`
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+`,!1);class Bi extends Yi(HTMLElement){}class Wi extends HTMLElement{static get is(){return'd-toc'}connectedCallback(){this.getAttribute('prerendered')||(window.onload=()=>{const e=document.querySelector('d-article'),t=e.querySelectorAll('h2, h3');k(this,t)})}}class Vi extends HTMLElement{static get is(){return'd-figure'}static get readyQueue(){return Vi._readyQueue||(Vi._readyQueue=[]),Vi._readyQueue}static addToReadyQueue(e){-1===Vi.readyQueue.indexOf(e)&&(Vi.readyQueue.push(e),Vi.runReadyQueue())}static runReadyQueue(){const e=Vi.readyQueue.sort((e,t)=>e._seenOnScreen-t._seenOnScreen).filter((e)=>!e._ready).pop();e&&(e.ready(),requestAnimationFrame(Vi.runReadyQueue))}constructor(){super(),this._ready=!1,this._onscreen=!1,this._offscreen=!0}connectedCallback(){this.loadsWhileScrolling=this.hasAttribute('loadsWhileScrolling'),Vi.marginObserver.observe(this),Vi.directObserver.observe(this)}disconnectedCallback(){Vi.marginObserver.unobserve(this),Vi.directObserver.unobserve(this)}static get marginObserver(){if(!Vi._marginObserver){const e=window.innerHeight,t=Fn(2*e),n=Vi.didObserveMarginIntersection,i=new IntersectionObserver(n,{rootMargin:t+'px 0px '+t+'px 0px',threshold:0.01});Vi._marginObserver=i}return Vi._marginObserver}static didObserveMarginIntersection(e){for(const t of e){const e=t.target;t.isIntersecting&&!e._ready&&Vi.addToReadyQueue(e)}}static get directObserver(){return Vi._directObserver||(Vi._directObserver=new IntersectionObserver(Vi.didObserveDirectIntersection,{rootMargin:'0px',threshold:[0,1]})),Vi._directObserver}static didObserveDirectIntersection(e){for(const t of e){const e=t.target;t.isIntersecting?(e._seenOnScreen=new Date,e._offscreen&&e.onscreen()):e._onscreen&&e.offscreen()}}addEventListener(e,t){super.addEventListener(e,t),'ready'===e&&-1!==Vi.readyQueue.indexOf(this)&&(this._ready=!1,Vi.runReadyQueue()),'onscreen'===e&&this.onscreen()}ready(){this._ready=!0,Vi.marginObserver.unobserve(this);const e=new CustomEvent('ready');this.dispatchEvent(e)}onscreen(){this._onscreen=!0,this._offscreen=!1;const e=new CustomEvent('onscreen');this.dispatchEvent(e)}offscreen(){this._onscreen=!1,this._offscreen=!0;const e=new CustomEvent('offscreen');this.dispatchEvent(e)}}if('undefined'!=typeof window){Vi.isScrolling=!1;let e;window.addEventListener('scroll',()=>{Vi.isScrolling=!0,clearTimeout(e),e=setTimeout(()=>{Vi.isScrolling=!1,Vi.runReadyQueue()},500)},!0)}const Ki=ti('d-interstitial',`
+
+
+
+
+
This article is in review.
+
Do not share this URL or the contents of this article. Thank you!
+
+
Enter the password we shared with you as part of the review process to view the article.
+
+`);class qr extends Rr(HTMLElement){}const Fr=function(){if(1>window.distillRunlevel)throw new Error('Insufficient Runlevel for Distill Template!');if('distillTemplateIsLoading'in window&&window.distillTemplateIsLoading)throw new Error('Runlevel 1: Distill Template is getting loaded more than once, aborting!');else window.distillTemplateIsLoading=!0,console.info('Runlevel 1: Distill Template has started loading.');p(document),console.info('Runlevel 1: Static Distill styles have been added.'),console.info('Runlevel 1->2.'),window.distillRunlevel+=1;for(const[e,t]of Object.entries(hi.listeners))'function'==typeof t?document.addEventListener(e,t):console.error('Runlevel 2: Controller listeners need to be functions!');console.info('Runlevel 2: We can now listen to controller events.'),console.info('Runlevel 2->3.'),window.distillRunlevel+=1;if(2>window.distillRunlevel)throw new Error('Insufficient Runlevel for adding custom elements!');const e=[ki,wi,Ci,Li,Ai,Di,Oi,Ni,Ri,Fi,pi,Hi,zi,T,Bi,Wi,Vi,Mr,$i].concat([Ir,jr,qr]);for(const t of e)console.info('Runlevel 2: Registering custom element: '+t.is),customElements.define(t.is,t);console.info('Runlevel 3: Distill Template finished registering custom elements.'),console.info('Runlevel 3->4.'),window.distillRunlevel+=1,hi.listeners.DOMContentLoaded(),console.info('Runlevel 4: Distill Template initialisation complete.')};window.distillRunlevel=0,yi.browserSupportsAllFeatures()?(console.info('Runlevel 0: No need for polyfills.'),console.info('Runlevel 0->1.'),window.distillRunlevel+=1,Fr()):(console.info('Runlevel 0: Distill Template is loading polyfills.'),yi.load(Fr))});
+//# sourceMappingURL=template.v2.js.map
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diff --git a/_projects/2024/100419840/100419840_files/figure-html5/unnamed-chunk-9-1.png b/_projects/2024/100419840/100419840_files/figure-html5/unnamed-chunk-9-1.png
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diff --git a/_projects/2024/100419840/100419840_files/header-attrs-2.29/header-attrs.js b/_projects/2024/100419840/100419840_files/header-attrs-2.29/header-attrs.js
new file mode 100644
index 00000000..dd57d92e
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/header-attrs-2.29/header-attrs.js
@@ -0,0 +1,12 @@
+// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
+// be compatible with the behavior of Pandoc < 2.8).
+document.addEventListener('DOMContentLoaded', function(e) {
+ var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
+ var i, h, a;
+ for (i = 0; i < hs.length; i++) {
+ h = hs[i];
+ if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6
+ a = h.attributes;
+ while (a.length > 0) h.removeAttribute(a[0].name);
+ }
+});
diff --git a/_projects/2024/100419840/100419840_files/htmltools-fill-0.5.8.1/fill.css b/_projects/2024/100419840/100419840_files/htmltools-fill-0.5.8.1/fill.css
new file mode 100644
index 00000000..841ea9d5
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/htmltools-fill-0.5.8.1/fill.css
@@ -0,0 +1,21 @@
+@layer htmltools {
+ .html-fill-container {
+ display: flex;
+ flex-direction: column;
+ /* Prevent the container from expanding vertically or horizontally beyond its
+ parent's constraints. */
+ min-height: 0;
+ min-width: 0;
+ }
+ .html-fill-container > .html-fill-item {
+ /* Fill items can grow and shrink freely within
+ available vertical space in fillable container */
+ flex: 1 1 auto;
+ min-height: 0;
+ min-width: 0;
+ }
+ .html-fill-container > :not(.html-fill-item) {
+ /* Prevent shrinking or growing of non-fill items */
+ flex: 0 0 auto;
+ }
+}
diff --git a/_projects/2024/100419840/100419840_files/htmlwidgets-1.6.4/htmlwidgets.js b/_projects/2024/100419840/100419840_files/htmlwidgets-1.6.4/htmlwidgets.js
new file mode 100644
index 00000000..1067d029
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/htmlwidgets-1.6.4/htmlwidgets.js
@@ -0,0 +1,901 @@
+(function() {
+ // If window.HTMLWidgets is already defined, then use it; otherwise create a
+ // new object. This allows preceding code to set options that affect the
+ // initialization process (though none currently exist).
+ window.HTMLWidgets = window.HTMLWidgets || {};
+
+ // See if we're running in a viewer pane. If not, we're in a web browser.
+ var viewerMode = window.HTMLWidgets.viewerMode =
+ /\bviewer_pane=1\b/.test(window.location);
+
+ // See if we're running in Shiny mode. If not, it's a static document.
+ // Note that static widgets can appear in both Shiny and static modes, but
+ // obviously, Shiny widgets can only appear in Shiny apps/documents.
+ var shinyMode = window.HTMLWidgets.shinyMode =
+ typeof(window.Shiny) !== "undefined" && !!window.Shiny.outputBindings;
+
+ // We can't count on jQuery being available, so we implement our own
+ // version if necessary.
+ function querySelectorAll(scope, selector) {
+ if (typeof(jQuery) !== "undefined" && scope instanceof jQuery) {
+ return scope.find(selector);
+ }
+ if (scope.querySelectorAll) {
+ return scope.querySelectorAll(selector);
+ }
+ }
+
+ function asArray(value) {
+ if (value === null)
+ return [];
+ if ($.isArray(value))
+ return value;
+ return [value];
+ }
+
+ // Implement jQuery's extend
+ function extend(target /*, ... */) {
+ if (arguments.length == 1) {
+ return target;
+ }
+ for (var i = 1; i < arguments.length; i++) {
+ var source = arguments[i];
+ for (var prop in source) {
+ if (source.hasOwnProperty(prop)) {
+ target[prop] = source[prop];
+ }
+ }
+ }
+ return target;
+ }
+
+ // IE8 doesn't support Array.forEach.
+ function forEach(values, callback, thisArg) {
+ if (values.forEach) {
+ values.forEach(callback, thisArg);
+ } else {
+ for (var i = 0; i < values.length; i++) {
+ callback.call(thisArg, values[i], i, values);
+ }
+ }
+ }
+
+ // Replaces the specified method with the return value of funcSource.
+ //
+ // Note that funcSource should not BE the new method, it should be a function
+ // that RETURNS the new method. funcSource receives a single argument that is
+ // the overridden method, it can be called from the new method. The overridden
+ // method can be called like a regular function, it has the target permanently
+ // bound to it so "this" will work correctly.
+ function overrideMethod(target, methodName, funcSource) {
+ var superFunc = target[methodName] || function() {};
+ var superFuncBound = function() {
+ return superFunc.apply(target, arguments);
+ };
+ target[methodName] = funcSource(superFuncBound);
+ }
+
+ // Add a method to delegator that, when invoked, calls
+ // delegatee.methodName. If there is no such method on
+ // the delegatee, but there was one on delegator before
+ // delegateMethod was called, then the original version
+ // is invoked instead.
+ // For example:
+ //
+ // var a = {
+ // method1: function() { console.log('a1'); }
+ // method2: function() { console.log('a2'); }
+ // };
+ // var b = {
+ // method1: function() { console.log('b1'); }
+ // };
+ // delegateMethod(a, b, "method1");
+ // delegateMethod(a, b, "method2");
+ // a.method1();
+ // a.method2();
+ //
+ // The output would be "b1", "a2".
+ function delegateMethod(delegator, delegatee, methodName) {
+ var inherited = delegator[methodName];
+ delegator[methodName] = function() {
+ var target = delegatee;
+ var method = delegatee[methodName];
+
+ // The method doesn't exist on the delegatee. Instead,
+ // call the method on the delegator, if it exists.
+ if (!method) {
+ target = delegator;
+ method = inherited;
+ }
+
+ if (method) {
+ return method.apply(target, arguments);
+ }
+ };
+ }
+
+ // Implement a vague facsimilie of jQuery's data method
+ function elementData(el, name, value) {
+ if (arguments.length == 2) {
+ return el["htmlwidget_data_" + name];
+ } else if (arguments.length == 3) {
+ el["htmlwidget_data_" + name] = value;
+ return el;
+ } else {
+ throw new Error("Wrong number of arguments for elementData: " +
+ arguments.length);
+ }
+ }
+
+ // http://stackoverflow.com/questions/3446170/escape-string-for-use-in-javascript-regex
+ function escapeRegExp(str) {
+ return str.replace(/[\-\[\]\/\{\}\(\)\*\+\?\.\\\^\$\|]/g, "\\$&");
+ }
+
+ function hasClass(el, className) {
+ var re = new RegExp("\\b" + escapeRegExp(className) + "\\b");
+ return re.test(el.className);
+ }
+
+ // elements - array (or array-like object) of HTML elements
+ // className - class name to test for
+ // include - if true, only return elements with given className;
+ // if false, only return elements *without* given className
+ function filterByClass(elements, className, include) {
+ var results = [];
+ for (var i = 0; i < elements.length; i++) {
+ if (hasClass(elements[i], className) == include)
+ results.push(elements[i]);
+ }
+ return results;
+ }
+
+ function on(obj, eventName, func) {
+ if (obj.addEventListener) {
+ obj.addEventListener(eventName, func, false);
+ } else if (obj.attachEvent) {
+ obj.attachEvent(eventName, func);
+ }
+ }
+
+ function off(obj, eventName, func) {
+ if (obj.removeEventListener)
+ obj.removeEventListener(eventName, func, false);
+ else if (obj.detachEvent) {
+ obj.detachEvent(eventName, func);
+ }
+ }
+
+ // Translate array of values to top/right/bottom/left, as usual with
+ // the "padding" CSS property
+ // https://developer.mozilla.org/en-US/docs/Web/CSS/padding
+ function unpackPadding(value) {
+ if (typeof(value) === "number")
+ value = [value];
+ if (value.length === 1) {
+ return {top: value[0], right: value[0], bottom: value[0], left: value[0]};
+ }
+ if (value.length === 2) {
+ return {top: value[0], right: value[1], bottom: value[0], left: value[1]};
+ }
+ if (value.length === 3) {
+ return {top: value[0], right: value[1], bottom: value[2], left: value[1]};
+ }
+ if (value.length === 4) {
+ return {top: value[0], right: value[1], bottom: value[2], left: value[3]};
+ }
+ }
+
+ // Convert an unpacked padding object to a CSS value
+ function paddingToCss(paddingObj) {
+ return paddingObj.top + "px " + paddingObj.right + "px " + paddingObj.bottom + "px " + paddingObj.left + "px";
+ }
+
+ // Makes a number suitable for CSS
+ function px(x) {
+ if (typeof(x) === "number")
+ return x + "px";
+ else
+ return x;
+ }
+
+ // Retrieves runtime widget sizing information for an element.
+ // The return value is either null, or an object with fill, padding,
+ // defaultWidth, defaultHeight fields.
+ function sizingPolicy(el) {
+ var sizingEl = document.querySelector("script[data-for='" + el.id + "'][type='application/htmlwidget-sizing']");
+ if (!sizingEl)
+ return null;
+ var sp = JSON.parse(sizingEl.textContent || sizingEl.text || "{}");
+ if (viewerMode) {
+ return sp.viewer;
+ } else {
+ return sp.browser;
+ }
+ }
+
+ // @param tasks Array of strings (or falsy value, in which case no-op).
+ // Each element must be a valid JavaScript expression that yields a
+ // function. Or, can be an array of objects with "code" and "data"
+ // properties; in this case, the "code" property should be a string
+ // of JS that's an expr that yields a function, and "data" should be
+ // an object that will be added as an additional argument when that
+ // function is called.
+ // @param target The object that will be "this" for each function
+ // execution.
+ // @param args Array of arguments to be passed to the functions. (The
+ // same arguments will be passed to all functions.)
+ function evalAndRun(tasks, target, args) {
+ if (tasks) {
+ forEach(tasks, function(task) {
+ var theseArgs = args;
+ if (typeof(task) === "object") {
+ theseArgs = theseArgs.concat([task.data]);
+ task = task.code;
+ }
+ var taskFunc = tryEval(task);
+ if (typeof(taskFunc) !== "function") {
+ throw new Error("Task must be a function! Source:\n" + task);
+ }
+ taskFunc.apply(target, theseArgs);
+ });
+ }
+ }
+
+ // Attempt eval() both with and without enclosing in parentheses.
+ // Note that enclosing coerces a function declaration into
+ // an expression that eval() can parse
+ // (otherwise, a SyntaxError is thrown)
+ function tryEval(code) {
+ var result = null;
+ try {
+ result = eval("(" + code + ")");
+ } catch(error) {
+ if (!(error instanceof SyntaxError)) {
+ throw error;
+ }
+ try {
+ result = eval(code);
+ } catch(e) {
+ if (e instanceof SyntaxError) {
+ throw error;
+ } else {
+ throw e;
+ }
+ }
+ }
+ return result;
+ }
+
+ function initSizing(el) {
+ var sizing = sizingPolicy(el);
+ if (!sizing)
+ return;
+
+ var cel = document.getElementById("htmlwidget_container");
+ if (!cel)
+ return;
+
+ if (typeof(sizing.padding) !== "undefined") {
+ document.body.style.margin = "0";
+ document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
+ }
+
+ if (sizing.fill) {
+ document.body.style.overflow = "hidden";
+ document.body.style.width = "100%";
+ document.body.style.height = "100%";
+ document.documentElement.style.width = "100%";
+ document.documentElement.style.height = "100%";
+ cel.style.position = "absolute";
+ var pad = unpackPadding(sizing.padding);
+ cel.style.top = pad.top + "px";
+ cel.style.right = pad.right + "px";
+ cel.style.bottom = pad.bottom + "px";
+ cel.style.left = pad.left + "px";
+ el.style.width = "100%";
+ el.style.height = "100%";
+
+ return {
+ getWidth: function() { return cel.getBoundingClientRect().width; },
+ getHeight: function() { return cel.getBoundingClientRect().height; }
+ };
+
+ } else {
+ el.style.width = px(sizing.width);
+ el.style.height = px(sizing.height);
+
+ return {
+ getWidth: function() { return cel.getBoundingClientRect().width; },
+ getHeight: function() { return cel.getBoundingClientRect().height; }
+ };
+ }
+ }
+
+ // Default implementations for methods
+ var defaults = {
+ find: function(scope) {
+ return querySelectorAll(scope, "." + this.name);
+ },
+ renderError: function(el, err) {
+ var $el = $(el);
+
+ this.clearError(el);
+
+ // Add all these error classes, as Shiny does
+ var errClass = "shiny-output-error";
+ if (err.type !== null) {
+ // use the classes of the error condition as CSS class names
+ errClass = errClass + " " + $.map(asArray(err.type), function(type) {
+ return errClass + "-" + type;
+ }).join(" ");
+ }
+ errClass = errClass + " htmlwidgets-error";
+
+ // Is el inline or block? If inline or inline-block, just display:none it
+ // and add an inline error.
+ var display = $el.css("display");
+ $el.data("restore-display-mode", display);
+
+ if (display === "inline" || display === "inline-block") {
+ $el.hide();
+ if (err.message !== "") {
+ var errorSpan = $("").addClass(errClass);
+ errorSpan.text(err.message);
+ $el.after(errorSpan);
+ }
+ } else if (display === "block") {
+ // If block, add an error just after the el, set visibility:none on the
+ // el, and position the error to be on top of the el.
+ // Mark it with a unique ID and CSS class so we can remove it later.
+ $el.css("visibility", "hidden");
+ if (err.message !== "") {
+ var errorDiv = $("
").addClass(errClass).css("position", "absolute")
+ .css("top", el.offsetTop)
+ .css("left", el.offsetLeft)
+ // setting width can push out the page size, forcing otherwise
+ // unnecessary scrollbars to appear and making it impossible for
+ // the element to shrink; so use max-width instead
+ .css("maxWidth", el.offsetWidth)
+ .css("height", el.offsetHeight);
+ errorDiv.text(err.message);
+ $el.after(errorDiv);
+
+ // Really dumb way to keep the size/position of the error in sync with
+ // the parent element as the window is resized or whatever.
+ var intId = setInterval(function() {
+ if (!errorDiv[0].parentElement) {
+ clearInterval(intId);
+ return;
+ }
+ errorDiv
+ .css("top", el.offsetTop)
+ .css("left", el.offsetLeft)
+ .css("maxWidth", el.offsetWidth)
+ .css("height", el.offsetHeight);
+ }, 500);
+ }
+ }
+ },
+ clearError: function(el) {
+ var $el = $(el);
+ var display = $el.data("restore-display-mode");
+ $el.data("restore-display-mode", null);
+
+ if (display === "inline" || display === "inline-block") {
+ if (display)
+ $el.css("display", display);
+ $(el.nextSibling).filter(".htmlwidgets-error").remove();
+ } else if (display === "block"){
+ $el.css("visibility", "inherit");
+ $(el.nextSibling).filter(".htmlwidgets-error").remove();
+ }
+ },
+ sizing: {}
+ };
+
+ // Called by widget bindings to register a new type of widget. The definition
+ // object can contain the following properties:
+ // - name (required) - A string indicating the binding name, which will be
+ // used by default as the CSS classname to look for.
+ // - initialize (optional) - A function(el) that will be called once per
+ // widget element; if a value is returned, it will be passed as the third
+ // value to renderValue.
+ // - renderValue (required) - A function(el, data, initValue) that will be
+ // called with data. Static contexts will cause this to be called once per
+ // element; Shiny apps will cause this to be called multiple times per
+ // element, as the data changes.
+ window.HTMLWidgets.widget = function(definition) {
+ if (!definition.name) {
+ throw new Error("Widget must have a name");
+ }
+ if (!definition.type) {
+ throw new Error("Widget must have a type");
+ }
+ // Currently we only support output widgets
+ if (definition.type !== "output") {
+ throw new Error("Unrecognized widget type '" + definition.type + "'");
+ }
+ // TODO: Verify that .name is a valid CSS classname
+
+ // Support new-style instance-bound definitions. Old-style class-bound
+ // definitions have one widget "object" per widget per type/class of
+ // widget; the renderValue and resize methods on such widget objects
+ // take el and instance arguments, because the widget object can't
+ // store them. New-style instance-bound definitions have one widget
+ // object per widget instance; the definition that's passed in doesn't
+ // provide renderValue or resize methods at all, just the single method
+ // factory(el, width, height)
+ // which returns an object that has renderValue(x) and resize(w, h).
+ // This enables a far more natural programming style for the widget
+ // author, who can store per-instance state using either OO-style
+ // instance fields or functional-style closure variables (I guess this
+ // is in contrast to what can only be called C-style pseudo-OO which is
+ // what we required before).
+ if (definition.factory) {
+ definition = createLegacyDefinitionAdapter(definition);
+ }
+
+ if (!definition.renderValue) {
+ throw new Error("Widget must have a renderValue function");
+ }
+
+ // For static rendering (non-Shiny), use a simple widget registration
+ // scheme. We also use this scheme for Shiny apps/documents that also
+ // contain static widgets.
+ window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
+ // Merge defaults into the definition; don't mutate the original definition.
+ var staticBinding = extend({}, defaults, definition);
+ overrideMethod(staticBinding, "find", function(superfunc) {
+ return function(scope) {
+ var results = superfunc(scope);
+ // Filter out Shiny outputs, we only want the static kind
+ return filterByClass(results, "html-widget-output", false);
+ };
+ });
+ window.HTMLWidgets.widgets.push(staticBinding);
+
+ if (shinyMode) {
+ // Shiny is running. Register the definition with an output binding.
+ // The definition itself will not be the output binding, instead
+ // we will make an output binding object that delegates to the
+ // definition. This is because we foolishly used the same method
+ // name (renderValue) for htmlwidgets definition and Shiny bindings
+ // but they actually have quite different semantics (the Shiny
+ // bindings receive data that includes lots of metadata that it
+ // strips off before calling htmlwidgets renderValue). We can't
+ // just ignore the difference because in some widgets it's helpful
+ // to call this.renderValue() from inside of resize(), and if
+ // we're not delegating, then that call will go to the Shiny
+ // version instead of the htmlwidgets version.
+
+ // Merge defaults with definition, without mutating either.
+ var bindingDef = extend({}, defaults, definition);
+
+ // This object will be our actual Shiny binding.
+ var shinyBinding = new Shiny.OutputBinding();
+
+ // With a few exceptions, we'll want to simply use the bindingDef's
+ // version of methods if they are available, otherwise fall back to
+ // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
+ // methods in the future, and we want them to be overrideable by
+ // HTMLWidget binding definitions, then we'll need to add them to this
+ // list.
+ delegateMethod(shinyBinding, bindingDef, "getId");
+ delegateMethod(shinyBinding, bindingDef, "onValueChange");
+ delegateMethod(shinyBinding, bindingDef, "onValueError");
+ delegateMethod(shinyBinding, bindingDef, "renderError");
+ delegateMethod(shinyBinding, bindingDef, "clearError");
+ delegateMethod(shinyBinding, bindingDef, "showProgress");
+
+ // The find, renderValue, and resize are handled differently, because we
+ // want to actually decorate the behavior of the bindingDef methods.
+
+ shinyBinding.find = function(scope) {
+ var results = bindingDef.find(scope);
+
+ // Only return elements that are Shiny outputs, not static ones
+ var dynamicResults = results.filter(".html-widget-output");
+
+ // It's possible that whatever caused Shiny to think there might be
+ // new dynamic outputs, also caused there to be new static outputs.
+ // Since there might be lots of different htmlwidgets bindings, we
+ // schedule execution for later--no need to staticRender multiple
+ // times.
+ if (results.length !== dynamicResults.length)
+ scheduleStaticRender();
+
+ return dynamicResults;
+ };
+
+ // Wrap renderValue to handle initialization, which unfortunately isn't
+ // supported natively by Shiny at the time of this writing.
+
+ shinyBinding.renderValue = function(el, data) {
+ Shiny.renderDependencies(data.deps);
+ // Resolve strings marked as javascript literals to objects
+ if (!(data.evals instanceof Array)) data.evals = [data.evals];
+ for (var i = 0; data.evals && i < data.evals.length; i++) {
+ window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
+ }
+ if (!bindingDef.renderOnNullValue) {
+ if (data.x === null) {
+ el.style.visibility = "hidden";
+ return;
+ } else {
+ el.style.visibility = "inherit";
+ }
+ }
+ if (!elementData(el, "initialized")) {
+ initSizing(el);
+
+ elementData(el, "initialized", true);
+ if (bindingDef.initialize) {
+ var rect = el.getBoundingClientRect();
+ var result = bindingDef.initialize(el, rect.width, rect.height);
+ elementData(el, "init_result", result);
+ }
+ }
+ bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
+ evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
+ };
+
+ // Only override resize if bindingDef implements it
+ if (bindingDef.resize) {
+ shinyBinding.resize = function(el, width, height) {
+ // Shiny can call resize before initialize/renderValue have been
+ // called, which doesn't make sense for widgets.
+ if (elementData(el, "initialized")) {
+ bindingDef.resize(el, width, height, elementData(el, "init_result"));
+ }
+ };
+ }
+
+ Shiny.outputBindings.register(shinyBinding, bindingDef.name);
+ }
+ };
+
+ var scheduleStaticRenderTimerId = null;
+ function scheduleStaticRender() {
+ if (!scheduleStaticRenderTimerId) {
+ scheduleStaticRenderTimerId = setTimeout(function() {
+ scheduleStaticRenderTimerId = null;
+ window.HTMLWidgets.staticRender();
+ }, 1);
+ }
+ }
+
+ // Render static widgets after the document finishes loading
+ // Statically render all elements that are of this widget's class
+ window.HTMLWidgets.staticRender = function() {
+ var bindings = window.HTMLWidgets.widgets || [];
+ forEach(bindings, function(binding) {
+ var matches = binding.find(document.documentElement);
+ forEach(matches, function(el) {
+ var sizeObj = initSizing(el, binding);
+
+ var getSize = function(el) {
+ if (sizeObj) {
+ return {w: sizeObj.getWidth(), h: sizeObj.getHeight()}
+ } else {
+ var rect = el.getBoundingClientRect();
+ return {w: rect.width, h: rect.height}
+ }
+ };
+
+ if (hasClass(el, "html-widget-static-bound"))
+ return;
+ el.className = el.className + " html-widget-static-bound";
+
+ var initResult;
+ if (binding.initialize) {
+ var size = getSize(el);
+ initResult = binding.initialize(el, size.w, size.h);
+ elementData(el, "init_result", initResult);
+ }
+
+ if (binding.resize) {
+ var lastSize = getSize(el);
+ var resizeHandler = function(e) {
+ var size = getSize(el);
+ if (size.w === 0 && size.h === 0)
+ return;
+ if (size.w === lastSize.w && size.h === lastSize.h)
+ return;
+ lastSize = size;
+ binding.resize(el, size.w, size.h, initResult);
+ };
+
+ on(window, "resize", resizeHandler);
+
+ // This is needed for cases where we're running in a Shiny
+ // app, but the widget itself is not a Shiny output, but
+ // rather a simple static widget. One example of this is
+ // an rmarkdown document that has runtime:shiny and widget
+ // that isn't in a render function. Shiny only knows to
+ // call resize handlers for Shiny outputs, not for static
+ // widgets, so we do it ourselves.
+ if (window.jQuery) {
+ window.jQuery(document).on(
+ "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
+ resizeHandler
+ );
+ window.jQuery(document).on(
+ "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
+ resizeHandler
+ );
+ }
+
+ // This is needed for the specific case of ioslides, which
+ // flips slides between display:none and display:block.
+ // Ideally we would not have to have ioslide-specific code
+ // here, but rather have ioslides raise a generic event,
+ // but the rmarkdown package just went to CRAN so the
+ // window to getting that fixed may be long.
+ if (window.addEventListener) {
+ // It's OK to limit this to window.addEventListener
+ // browsers because ioslides itself only supports
+ // such browsers.
+ on(document, "slideenter", resizeHandler);
+ on(document, "slideleave", resizeHandler);
+ }
+ }
+
+ var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
+ if (scriptData) {
+ var data = JSON.parse(scriptData.textContent || scriptData.text);
+ // Resolve strings marked as javascript literals to objects
+ if (!(data.evals instanceof Array)) data.evals = [data.evals];
+ for (var k = 0; data.evals && k < data.evals.length; k++) {
+ window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
+ }
+ binding.renderValue(el, data.x, initResult);
+ evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
+ }
+ });
+ });
+
+ invokePostRenderHandlers();
+ }
+
+
+ function has_jQuery3() {
+ if (!window.jQuery) {
+ return false;
+ }
+ var $version = window.jQuery.fn.jquery;
+ var $major_version = parseInt($version.split(".")[0]);
+ return $major_version >= 3;
+ }
+
+ /*
+ / Shiny 1.4 bumped jQuery from 1.x to 3.x which means jQuery's
+ / on-ready handler (i.e., $(fn)) is now asyncronous (i.e., it now
+ / really means $(setTimeout(fn)).
+ / https://jquery.com/upgrade-guide/3.0/#breaking-change-document-ready-handlers-are-now-asynchronous
+ /
+ / Since Shiny uses $() to schedule initShiny, shiny>=1.4 calls initShiny
+ / one tick later than it did before, which means staticRender() is
+ / called renderValue() earlier than (advanced) widget authors might be expecting.
+ / https://github.com/rstudio/shiny/issues/2630
+ /
+ / For a concrete example, leaflet has some methods (e.g., updateBounds)
+ / which reference Shiny methods registered in initShiny (e.g., setInputValue).
+ / Since leaflet is privy to this life-cycle, it knows to use setTimeout() to
+ / delay execution of those methods (until Shiny methods are ready)
+ / https://github.com/rstudio/leaflet/blob/18ec981/javascript/src/index.js#L266-L268
+ /
+ / Ideally widget authors wouldn't need to use this setTimeout() hack that
+ / leaflet uses to call Shiny methods on a staticRender(). In the long run,
+ / the logic initShiny should be broken up so that method registration happens
+ / right away, but binding happens later.
+ */
+ function maybeStaticRenderLater() {
+ if (shinyMode && has_jQuery3()) {
+ window.jQuery(window.HTMLWidgets.staticRender);
+ } else {
+ window.HTMLWidgets.staticRender();
+ }
+ }
+
+ if (document.addEventListener) {
+ document.addEventListener("DOMContentLoaded", function() {
+ document.removeEventListener("DOMContentLoaded", arguments.callee, false);
+ maybeStaticRenderLater();
+ }, false);
+ } else if (document.attachEvent) {
+ document.attachEvent("onreadystatechange", function() {
+ if (document.readyState === "complete") {
+ document.detachEvent("onreadystatechange", arguments.callee);
+ maybeStaticRenderLater();
+ }
+ });
+ }
+
+
+ window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
+ // If no key, default to the first item
+ if (typeof(key) === "undefined")
+ key = 1;
+
+ var link = document.getElementById(depname + "-" + key + "-attachment");
+ if (!link) {
+ throw new Error("Attachment " + depname + "/" + key + " not found in document");
+ }
+ return link.getAttribute("href");
+ };
+
+ window.HTMLWidgets.dataframeToD3 = function(df) {
+ var names = [];
+ var length;
+ for (var name in df) {
+ if (df.hasOwnProperty(name))
+ names.push(name);
+ if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
+ throw new Error("All fields must be arrays");
+ } else if (typeof(length) !== "undefined" && length !== df[name].length) {
+ throw new Error("All fields must be arrays of the same length");
+ }
+ length = df[name].length;
+ }
+ var results = [];
+ var item;
+ for (var row = 0; row < length; row++) {
+ item = {};
+ for (var col = 0; col < names.length; col++) {
+ item[names[col]] = df[names[col]][row];
+ }
+ results.push(item);
+ }
+ return results;
+ };
+
+ window.HTMLWidgets.transposeArray2D = function(array) {
+ if (array.length === 0) return array;
+ var newArray = array[0].map(function(col, i) {
+ return array.map(function(row) {
+ return row[i]
+ })
+ });
+ return newArray;
+ };
+ // Split value at splitChar, but allow splitChar to be escaped
+ // using escapeChar. Any other characters escaped by escapeChar
+ // will be included as usual (including escapeChar itself).
+ function splitWithEscape(value, splitChar, escapeChar) {
+ var results = [];
+ var escapeMode = false;
+ var currentResult = "";
+ for (var pos = 0; pos < value.length; pos++) {
+ if (!escapeMode) {
+ if (value[pos] === splitChar) {
+ results.push(currentResult);
+ currentResult = "";
+ } else if (value[pos] === escapeChar) {
+ escapeMode = true;
+ } else {
+ currentResult += value[pos];
+ }
+ } else {
+ currentResult += value[pos];
+ escapeMode = false;
+ }
+ }
+ if (currentResult !== "") {
+ results.push(currentResult);
+ }
+ return results;
+ }
+ // Function authored by Yihui/JJ Allaire
+ window.HTMLWidgets.evaluateStringMember = function(o, member) {
+ var parts = splitWithEscape(member, '.', '\\');
+ for (var i = 0, l = parts.length; i < l; i++) {
+ var part = parts[i];
+ // part may be a character or 'numeric' member name
+ if (o !== null && typeof o === "object" && part in o) {
+ if (i == (l - 1)) { // if we are at the end of the line then evalulate
+ if (typeof o[part] === "string")
+ o[part] = tryEval(o[part]);
+ } else { // otherwise continue to next embedded object
+ o = o[part];
+ }
+ }
+ }
+ };
+
+ // Retrieve the HTMLWidget instance (i.e. the return value of an
+ // HTMLWidget binding's initialize() or factory() function)
+ // associated with an element, or null if none.
+ window.HTMLWidgets.getInstance = function(el) {
+ return elementData(el, "init_result");
+ };
+
+ // Finds the first element in the scope that matches the selector,
+ // and returns the HTMLWidget instance (i.e. the return value of
+ // an HTMLWidget binding's initialize() or factory() function)
+ // associated with that element, if any. If no element matches the
+ // selector, or the first matching element has no HTMLWidget
+ // instance associated with it, then null is returned.
+ //
+ // The scope argument is optional, and defaults to window.document.
+ window.HTMLWidgets.find = function(scope, selector) {
+ if (arguments.length == 1) {
+ selector = scope;
+ scope = document;
+ }
+
+ var el = scope.querySelector(selector);
+ if (el === null) {
+ return null;
+ } else {
+ return window.HTMLWidgets.getInstance(el);
+ }
+ };
+
+ // Finds all elements in the scope that match the selector, and
+ // returns the HTMLWidget instances (i.e. the return values of
+ // an HTMLWidget binding's initialize() or factory() function)
+ // associated with the elements, in an array. If elements that
+ // match the selector don't have an associated HTMLWidget
+ // instance, the returned array will contain nulls.
+ //
+ // The scope argument is optional, and defaults to window.document.
+ window.HTMLWidgets.findAll = function(scope, selector) {
+ if (arguments.length == 1) {
+ selector = scope;
+ scope = document;
+ }
+
+ var nodes = scope.querySelectorAll(selector);
+ var results = [];
+ for (var i = 0; i < nodes.length; i++) {
+ results.push(window.HTMLWidgets.getInstance(nodes[i]));
+ }
+ return results;
+ };
+
+ var postRenderHandlers = [];
+ function invokePostRenderHandlers() {
+ while (postRenderHandlers.length) {
+ var handler = postRenderHandlers.shift();
+ if (handler) {
+ handler();
+ }
+ }
+ }
+
+ // Register the given callback function to be invoked after the
+ // next time static widgets are rendered.
+ window.HTMLWidgets.addPostRenderHandler = function(callback) {
+ postRenderHandlers.push(callback);
+ };
+
+ // Takes a new-style instance-bound definition, and returns an
+ // old-style class-bound definition. This saves us from having
+ // to rewrite all the logic in this file to accomodate both
+ // types of definitions.
+ function createLegacyDefinitionAdapter(defn) {
+ var result = {
+ name: defn.name,
+ type: defn.type,
+ initialize: function(el, width, height) {
+ return defn.factory(el, width, height);
+ },
+ renderValue: function(el, x, instance) {
+ return instance.renderValue(x);
+ },
+ resize: function(el, width, height, instance) {
+ return instance.resize(width, height);
+ }
+ };
+
+ if (defn.find)
+ result.find = defn.find;
+ if (defn.renderError)
+ result.renderError = defn.renderError;
+ if (defn.clearError)
+ result.clearError = defn.clearError;
+
+ return result;
+ }
+})();
diff --git a/_projects/2024/100419840/100419840_files/jquery-3.6.0/jquery-3.6.0.js b/_projects/2024/100419840/100419840_files/jquery-3.6.0/jquery-3.6.0.js
new file mode 100644
index 00000000..fc6c299b
--- /dev/null
+++ b/_projects/2024/100419840/100419840_files/jquery-3.6.0/jquery-3.6.0.js
@@ -0,0 +1,10881 @@
+/*!
+ * jQuery JavaScript Library v3.6.0
+ * https://jquery.com/
+ *
+ * Includes Sizzle.js
+ * https://sizzlejs.com/
+ *
+ * Copyright OpenJS Foundation and other contributors
+ * Released under the MIT license
+ * https://jquery.org/license
+ *
+ * Date: 2021-03-02T17:08Z
+ */
+( function( global, factory ) {
+
+ "use strict";
+
+ if ( typeof module === "object" && typeof module.exports === "object" ) {
+
+ // For CommonJS and CommonJS-like environments where a proper `window`
+ // is present, execute the factory and get jQuery.
+ // For environments that do not have a `window` with a `document`
+ // (such as Node.js), expose a factory as module.exports.
+ // This accentuates the need for the creation of a real `window`.
+ // e.g. var jQuery = require("jquery")(window);
+ // See ticket #14549 for more info.
+ module.exports = global.document ?
+ factory( global, true ) :
+ function( w ) {
+ if ( !w.document ) {
+ throw new Error( "jQuery requires a window with a document" );
+ }
+ return factory( w );
+ };
+ } else {
+ factory( global );
+ }
+
+// Pass this if window is not defined yet
+} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) {
+
+// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1
+// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode
+// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common
+// enough that all such attempts are guarded in a try block.
+"use strict";
+
+var arr = [];
+
+var getProto = Object.getPrototypeOf;
+
+var slice = arr.slice;
+
+var flat = arr.flat ? function( array ) {
+ return arr.flat.call( array );
+} : function( array ) {
+ return arr.concat.apply( [], array );
+};
+
+
+var push = arr.push;
+
+var indexOf = arr.indexOf;
+
+var class2type = {};
+
+var toString = class2type.toString;
+
+var hasOwn = class2type.hasOwnProperty;
+
+var fnToString = hasOwn.toString;
+
+var ObjectFunctionString = fnToString.call( Object );
+
+var support = {};
+
+var isFunction = function isFunction( obj ) {
+
+ // Support: Chrome <=57, Firefox <=52
+ // In some browsers, typeof returns "function" for HTML
+
+
