Radial Plots with Plotly
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How to make a radial plot without using radial coordinates with plotly.
Let’s load a few libraries and pull some sample data. Then do some preparation by adding data associated with turning the graphic into a circle. A trivial application of high school SOHCATTOA, and finally plot. Comments included at each step.
# Loading ---------------------------------
library(plotly)
library(dplyr) # just because!
source("https://git.io/vole5") # load data
# Data Preperation ------------------------
df$theta <- seq(0,345,15) # 24 responses, equals 15 degrees per response
df$o <- df$Proportion * sin(df$theta * pi / 180) # SOH
df$a <- df$Proportion * cos(df$theta * pi / 180) # CAH
df$o100 <- 1 * sin(df$theta * pi / 180) # Outer ring x
df$a100 <- 1 * cos(df$theta * pi / 180) # Outer ring y
df$a75 <- 0.75 * cos(df$theta * pi / 180) # 75% ring y
df$o75 <- 0.75 * sin(df$theta * pi / 180) # 75% ring x
df$o50 <- 0.5 * sin(df$theta * pi / 180) # 50% ring x
df$a50 <- 0.5 * cos(df$theta * pi / 180) # 50% ring y
# Plot ------------------------------------
p <- plot_ly()
# Wire-frame lines from origin
for(i in 1:24) {
p <- add_trace(
p,
x = c(d$o100[i],0),
y = c(d$a100[i],0),
evaluate = TRUE,
line = list(color = "#d3d3d3", dash = "3px"),
showlegend = FALSE
)
}
p %>%
# Add lines
add_trace(data = d[c(1:48,1,25),], x = o, y = a, color = Year,
mode = "lines+markers",
hoverinfo = "text",
text = paste(Year, Response,round(Proportion * 100), "%")) %>%
# Add 100% circle
add_trace(data = d, x = o100, y = a100,
text = Response,
hoverinfo = "none",
textposition = "top middle", mode = "lines+text",
line = list(color = "#d3d3d3", dash = "3px", shape = "spline"),
showlegend = FALSE) %>%
# Add 50% circle
add_trace(data = d, x = o50, y = a50, mode = "lines",
line = list(color = "#d3d3d3", dash = "3px", shape = "spline"),
hoverinfo = "none",
showlegend = FALSE) %>%
# Add 75% circle
add_trace(data = d, x = o75, y = a75, mode = "lines",
line = list(color = "#d3d3d3", dash = "3px", shape = "spline"),
hoverinfo = "none",
showlegend = FALSE) %>%
layout(
autosize = FALSE,
hovermode = "closest",
autoscale = TRUE,
width = 800,
height = 800,
xaxis = list(range = c(-1.25,1.25),
showticklabels = FALSE,
zeroline = FALSE, showgrid = FALSE),
yaxis = list(range = c(-1.25,1.25),
showticklabels = FALSE,
zeroline = FALSE, showgrid = FALSE)
)
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