hydroxy

Raincloud plot

Each group's distribution three ways at once: a half violin for its shape, a slim box plot for its quartiles, and every observation jittered beside them. Standing up or lying down.

Page load time by region

Last week's checkout page loads: the shape, the quartiles and every visit.

Checkout page load time by region
GroupValue
Europe553 ms
Europe1382 ms
Europe892 ms
Europe1408 ms
Europe495 ms
Europe1273 ms
Europe631 ms
Europe495 ms
Europe497 ms
Europe1524 ms
Europe1501 ms
Europe793 ms
Europe710 ms
Europe812 ms
Europe882 ms
Europe1136 ms
Europe1140 ms
Europe678 ms
Europe732 ms
Europe1266 ms
Europe632 ms
Europe739 ms
Europe501 ms
Europe1090 ms
Europe1234 ms
Europe629 ms
Europe526 ms
Europe1519 ms
Europe508 ms
Europe712 ms
Europe714 ms
Europe504 ms
Europe506 ms
Europe904 ms
Europe1129 ms
Europe500 ms
Europe883 ms
Europe1407 ms
Europe567 ms
Europe864 ms
Europe625 ms
Europe596 ms
Europe772 ms
Europe1032 ms
Europe594 ms
Europe519 ms
Europe1307 ms
Europe909 ms
Europe645 ms
Europe1550 ms
Europe742 ms
Europe526 ms
Europe561 ms
Europe1396 ms
Europe861 ms
Europe751 ms
Europe525 ms
Europe693 ms
Europe526 ms
Europe492 ms
North America513 ms
North America531 ms
North America578 ms
North America462 ms
North America961 ms
North America1164 ms
North America463 ms
North America965 ms
North America467 ms
North America501 ms
North America1069 ms
North America528 ms
North America584 ms
North America581 ms
North America721 ms
North America863 ms
North America608 ms
North America683 ms
North America897 ms
North America614 ms
North America472 ms
North America987 ms
North America1046 ms
North America457 ms
North America547 ms
North America472 ms
North America784 ms
North America458 ms
North America585 ms
North America1300 ms
North America1099 ms
North America980 ms
North America1380 ms
North America458 ms
North America586 ms
North America1050 ms
North America457 ms
North America501 ms
North America1186 ms
North America487 ms
North America535 ms
North America1206 ms
North America1013 ms
North America1325 ms
North America976 ms
North America480 ms
North America667 ms
North America804 ms
North America778 ms
North America624 ms
North America520 ms
North America833 ms
North America661 ms
North America458 ms
North America1025 ms
North America475 ms
North America457 ms
North America929 ms
North America615 ms
North America791 ms
Asia Pacific732 ms
Asia Pacific835 ms
Asia Pacific1101 ms
Asia Pacific1027 ms
Asia Pacific1361 ms
Asia Pacific1590 ms
Asia Pacific741 ms
Asia Pacific1359 ms
Asia Pacific709 ms
Asia Pacific1793 ms
Asia Pacific724 ms
Asia Pacific983 ms
Asia Pacific657 ms
Asia Pacific1495 ms
Asia Pacific742 ms
Asia Pacific725 ms
Asia Pacific722 ms
Asia Pacific1262 ms
Asia Pacific737 ms
Asia Pacific650 ms
Asia Pacific895 ms
Asia Pacific981 ms
Asia Pacific1582 ms
Asia Pacific1776 ms
Asia Pacific1361 ms
Asia Pacific904 ms
Asia Pacific1476 ms
Asia Pacific739 ms
Asia Pacific657 ms
Asia Pacific803 ms
Asia Pacific1682 ms
Asia Pacific1137 ms
Asia Pacific1038 ms
Asia Pacific795 ms
Asia Pacific672 ms
Asia Pacific1659 ms
Asia Pacific784 ms
Asia Pacific657 ms
Asia Pacific1225 ms
Asia Pacific1875 ms
Asia Pacific655 ms
Asia Pacific1068 ms
Asia Pacific953 ms
Asia Pacific1182 ms
Asia Pacific1976 ms
Asia Pacific677 ms
Asia Pacific720 ms
Asia Pacific994 ms
South America880 ms
South America2442 ms
South America2110 ms
South America832 ms
South America1617 ms
South America904 ms
South America774 ms
South America843 ms
South America998 ms
South America2247 ms
South America1042 ms
South America1888 ms
South America1516 ms
South America2162 ms
South America1001 ms
South America1428 ms
South America2408 ms
South America2240 ms
South America1431 ms
South America774 ms
South America2013 ms
South America1414 ms
South America2072 ms
South America833 ms
South America1917 ms
South America1016 ms
South America1292 ms
South America781 ms
South America1498 ms
South America1104 ms
South America1091 ms
South America1019 ms
South America2034 ms
South America870 ms
South America909 ms
South America1126 ms

Usage

use hydroxy_leptos::chart_frame::ChartFrame;
use hydroxy_leptos::raincloud_chart::*;
use leptos::prelude::*;

/// `n` page load times in ms around `median`, skewed right like real loads. A fixed
/// generator, so the sample is the same on every render.
fn loads(seed: u32, n: usize, median: f64) -> Vec<f64> {
    let mut s = seed;
    (0..n)
        .map(|_| {
            s = s.wrapping_mul(1_664_525).wrapping_add(1_013_904_223);
            let u = f64::from(s >> 8) / f64::from(1u32 << 24);
            (median * (0.6 + 1.3 * u * u)).round()
        })
        .collect()
}

fn regions() -> Vec<Group> {
    vec![
        Group::new("Europe", loads(7, 60, 820.0)),
        Group::new("North America", loads(11, 60, 760.0)),
        Group::new("Asia Pacific", loads(23, 48, 1080.0)),
        Group::new("South America", loads(41, 36, 1290.0)),
    ]
}

pub fn demo() -> AnyView {
    view! {
        <ChartFrame title="Page load time by region" description="Last week's checkout page loads: the shape, the quartiles and every visit.">
            <RaincloudChart
                groups=regions()
                orientation=Orientation::Horizontal
                label="Checkout page load time by region"
                annotations=vec![Annotation::x_line(1000.0, "1 s budget")]
                format=|v: f64| format!("{v:.0} ms")
            />
        </ChartFrame>
    }
    .into_any()
}

Anatomy

Componentdata-partRenders
RaincloudChartrootfigure
rainAll the marks; `data-orientation` is vertical or horizontal, `data-active` while a group is picked out
cloudHalf violin: kernel density trimmed to the data, revealed from its baseline
box-plotWhisker, box and median for one group; opens out from the median
dotOne observation, jittered across a strip; a canvas past 2,000 observations
overlayFocusable layer that reads the pointer and keys
tooltipCount and quartiles of the active group
legendGroup names, for two to six groups
sr-tableEvery observation (up to 1,000 rows; CSV export gets them all)

Keyboard

KeyDoes
Arrow keysMove between groups
Home / EndFirst or last group
EscapeClear the active group

Props

PropTypeNotes
groupsVec<Group>Required. Group::new(label, values)
labelStringRequired. What the chart shows; the accessible name
orientationOrientationVertical (default): groups along the bottom. Horizontal: stacked rows
bandwidthf64Kernel bandwidth in data units. Default: Silverman's rule per group
annotationsVec<Annotation>Reference lines and bands along the value axis
heightu16Plot height in px. Default 280
formatFn(f64) -> StringFormats values on the axis, tooltip and table

Events

PropTypeNotes
on_hoverCallback<Option<Datum>>The mark under the pointer or keyboard focus changes, or is left. Fires only on a change
on_selectCallback<Datum>Click, tap or Enter on a mark
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