setLinked()now linkswaffle,beeswarm,lollipop, anddumbbelllayers in addition to the previously supportedpoint,bar,groupedBar,histogram, andhexbin. Selection dims non-matching elements; filter hides them. Aggregate chart types (boxplot,violin,qq,regression,density,ridgeline,survfit,comparison) remain outside crosstalk in v1.2.- New vignette
crosstalk-linkingdemonstrates linking myIO withDT::datatable()andreactable::reactable(), with code listings for plotly and leaflet.
myIO()widgets now declare a sizing policy withbrowser.fill = TRUEand are tagged ashtml-fill-itemviahtmltools::bindFillRole(), so they fill container height insidebslib::card(), Quarto Dashboard{.fill}cards, and flexdashboard layouts. Rendering in plain RMarkdown and Shiny at the default 400px height is unchanged.- Widget resize is now guarded against zero-dimension containers that can appear briefly during fill-layout transitions.
- New
calendarHeatmapchart type — GitHub-contributions-style grid of daily cells over a single calendar year. Usage:addIoLayer(type = "calendarHeatmap", data, mapping = list(date = "day", value = "x")). Supports Sunday or Monday week starts viaoptions$weekStart, continuous color legend, and linked-cursor sync across two linked calendars. Multi-year data is rejected in v1.2; multi-year layouts are planned for v1.3. New CSS variables:--chart-calendar-cell-gap,--chart-calendar-cell-stroke,--chart-calendar-empty-fill.
- 12 named theme presets:
setTheme(preset = "midnight"). Available presets: midnight, ocean, forest, sunset, monochrome, neon, corporate, academic, nature, minimal, retro, warm. Plus light/dark via mode parameter.
linkCharts(chart1, chart2, on = "column")enables cross-chart selection. Brush in one chart highlights matching rows in linked charts. Works in Shiny and static HTML. Aggregation-to-source-row key resolution for summary views.
linkCharts()andsetLinked()gain acursor = TRUEargument that draws a synchronized vertical crosshair on every linked chart when the user hovers any chart in the group. Supports point, bar, line, area, groupedBar, hexbin, and histogram layers (donut and treemap are excluded — no x-axis to sync on). Off by default; enable per-link or retrofit withsetLinkedCursor()on a pre-linked widget. New--chart-cursor-rule-color/-width/-dasharrayCSS variables theme the crosshair.
- Pass a
dplyr::group_by()tibble toaddIoLayer()and it auto-creates one layer per group with colors from the Okabe-Ito palette. Soft dplyr dependency.
addIoLayer(type = "survfit", mapping = list(time = "time", status = "status"))computes Kaplan-Meier estimator with Greenwood CI using base R only (nosurvivalpackage dependency). Composite expands to step-curve line, CI band, and censored-observation markers. Group stratification supported.
addIoLayer(type = "histogram_fit", mapping = list(value = "x"), options = list(family = "normal"))fits normal, lognormal, or exponential distributions via MLE. Composite renders histogram + fitted density curve + optional parameter annotation.
setLayerOpacity(label, opacity)sets per-layer opacity (0-1). Critical for CI bands overlaying scatter data.
- ARIA roles (
graphics-document,graphics-object,graphics-symbol) applied to SVG chart structure for screen reader navigation. - Keyboard navigation: arrow keys traverse layers and data points, with live region announcements (150ms debounce).
- Hidden data table fallback for screen reader access to raw data (capped at 500 rows).
- Focus ring styling and screen-reader-only utility class.
lollipop— vertical stem with circle head, supportsmeanandsummarytransforms. Compatible with categorical x-axis charts.dumbbell— connected dots showing a range betweenlow_yandhigh_y.waffle— 10x10 grid of colored squares representing proportions. Standalone.beeswarm— dodge-positioned points to avoid overlap. Inline dodge algorithm.bump— smooth S-curves showing rank/value changes over time with grouped lines.radar— spider/radar chart with radial axes and polygon data fill.funnel— narrowing horizontal bars for conversion pipeline data.parallel— parallel coordinates for multivariate exploration. All new types support themed colors and standard tooltip formatting.
setFacet(var, ncol, scales)splits charts into a CSS grid of panels, one per unique value of the faceting variable. Supports fixed and free scale modes, auto-layout with configurable minimum panel width, and responsive breakpoints.
setExportOptions()controls which export buttons appear in the toolbar (PNG, SVG, clipboard, CSV). New SVG download button and clipboard copy (SVG + PNG) via the Clipboard API.- CSS custom properties resolved in exported SVGs for correct dark-mode colors.
setTheme(mode = "dark")applies a WCAG AA-verified dark palette across all chart elements. Also supports"light"and"auto"(detects OS preference and Quarto/Bootstrapdata-bs-theme).- Backward compatible: existing
setTheme(bg = "#fff")calls still work. - New
overridesparameter for fine-grained CSS custom property control. - High-contrast and reduced-motion CSS media query support.
myIO(sparkline = TRUE)renders a compact, axes-free chart suitable for embedding in table cells (reactable, DT, gt). Strips legend, axes, reference lines, and all interactions. Default height 20px. Supports line, bar, and area layer types.
myIO now supports bidirectional data flow — user interactions return structured data, not just visual feedback.
setBrush(): rectangle brush selection on point, bar, histogram, hexbin, and grouped bar charts. Selected points available as Shiny reactive input or scoped CSV export in static HTML.setAnnotation(): click any data point to attach a label. Annotations stored as structured data (source key, coordinates, label, category color, timestamp) and exportable as CSV. Supports preset label dropdowns and color category pickers.setLinked(): CrosstalkSharedDataintegration for cross-widget linked brushing. Selection dims non-matching points; optional filter mode hides them. Supports source, target, or bidirectional modes.setSlider(): parameter sliders below the chart that trigger Shiny re-rendering with configurable debounce. Renders disabled with tooltip in static HTML.
dragPoints()now correctly emits thedragEndevent to Shiny (input$myIO-{id}-dragEnd), which was previously registered but never fired.
- New composable transform pipeline:
type + transform = layer. Transforms compute statistics in R; renderers display them in D3.js. - Transforms:
lm,loess,polynomial,ci,smooth,mean,mean_ci,residuals,summary,pairwise_test,qq. - Composite chart expansion: complex charts decompose into primitive layers.
- Basic:
line,point,bar,area,groupedBar. - Statistical:
histogram,hexbin,regression,qq. - Distribution:
boxplot,violin,ridgeline,comparison. - Financial:
candlestick,waterfall,heatmap. - Standalone:
donut,gauge,treemap,sankey.
boxplot: expands into IQR box + whisker caps + median + outliers.violin: expands into density area + IQR box + median point.ridgeline: density curves stacked vertically by group.regression: scatter + trend line + CI band + R-squared annotation.qq: Q-Q scatter + reference line + confidence envelope.comparison: boxplots + pairwise significance brackets.
- Tooltips with automatic formatting via
setToolTipOptions(). - Drag interaction via
dragPoints(). - CSV, SVG, and PNG export buttons.
- Reference lines via
setReferenceLines(). - Y-variable toggle via
setToggle().
- Responsive sizing that adapts to container dimensions.
- Shiny integration with
myIOOutput()andrenderMyIO(). - Pipe-friendly API using native
|>. - Theming via CSS custom properties with
setTheme(). - Okabe-Ito colorblind-safe default palette.