dplot3_ts: Interactive Timeseries Plots

In egenn/rtemis: Machine Learning and Visualization

Interactive Timeseries Plots

Description

Draw interactive timeseries plots using plotly

Usage

dplot3_ts(
  x,
  time,
  window = 7L,
  group = NULL,
  roll.fn = c("mean", "median", "max", "none"),
  roll.col = NULL,
  roll.alpha = 1,
  roll.lwd = 2,
  roll.name = NULL,
  alpha = NULL,
  align = "center",
  group.names = NULL,
  xlab = "Time",
  n.xticks = 12,
  scatter.type = "scatter",
  legend = TRUE,
  x.showspikes = TRUE,
  y.showspikes = FALSE,
  spikedash = "solid",
  spikemode = "across",
  spikesnap = "hovered data",
  spikecolor = NULL,
  spikethickness = 1,
  displayModeBar = TRUE,
  modeBar.file.format = "svg",
  theme = rtTheme,
  palette = rtPalette,
  filename = NULL,
  file.width = 500,
  file.height = 500,
  file.scale = 1,
  ...
)

Arguments

x	Numeric vector of values to plot or list of vectors
time	Numeric or Date vector of time corresponding to values of x
window	Integer: apply roll.fn over this many units of time
group	Factor defining groups
roll.fn	Character: "mean", "median", "max", or "sum": Function to apply on rolling windows of x
roll.col	Color for rolling line
roll.alpha	Numeric: transparency for rolling line
roll.lwd	Numeric: width of rolling line
roll.name	Rolling function name (for annotation)
alpha	Numeric [0, 1]: Transparency
align	Character: "center", "right", or "left"
group.names	Character vector of group names
xlab	Character: x-axis label
n.xticks	Integer: number of x-axis ticks to use (approximately)
scatter.type	Character: "scatter" or "lines"
legend	Logical: If TRUE, show legend
x.showspikes	Logical: If TRUE, show x-axis spikes on hover
y.showspikes	Logical: If TRUE, show y-axis spikes on hover
spikedash	Character: dash type string ("solid", "dot", "dash", "longdash", "dashdot", or "longdashdot") or a dash length list in px (eg "5px,10px,2px,2px")
spikemode	Character: If "toaxis", spike line is drawn from the data point to the axis the series is plotted on. If "across", the line is drawn across the entire plot area, and supercedes "toaxis". If "marker", then a marker dot is drawn on the axis the series is plotted on
spikesnap	Character: "data", "cursor", "hovered data". Determines whether spikelines are stuck to the cursor or to the closest datapoints.
spikecolor	Color for spike lines
spikethickness	Numeric: spike line thickness
displayModeBar	Logical: If TRUE, display plotly's modebar
modeBar.file.format	Character: modeBar image export file format
theme	Character: theme name or list of theme parameters
palette	Character: palette name, or list of colors
filename	Character: Path to filename to save plot
file.width	Numeric: image export width
file.height	Numeric: image export height
file.scale	Numeric: image export scale
...	Additional arguments to be passed to dplot3_xy

Author(s)

E.D. Gennatas

Examples

## Not run: 
time <- sample(seq(as.Date("2020-03-01"), as.Date("2020-09-23"), length.out = 140))
x1 <- rnorm(140)
x2 <- rnorm(140, 1, 1.2)
# Single timeseries
dplot3_ts(x1, time)
# Multiple timeseries input as list
dplot3_ts(list(Alpha = x1, Beta = x2), time)
# Multiple timeseries grouped by group, different lengths
time1 <- sample(seq(as.Date("2020-03-01"), as.Date("2020-07-23"), length.out = 100))
time2 <- sample(seq(as.Date("2020-05-01"), as.Date("2020-09-23"), length.out = 140))
time <- c(time1, time2)
x <- c(rnorm(100), rnorm(140, 1, 1.5))
group <- c(rep("Alpha", 100), rep("Beta", 140))
dplot3_ts(x, time, 7, group)

## End(Not run)

egenn/rtemis documentation built on Dec. 17, 2024, 6:16 p.m.