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Describe Clusters with One Table

Source: R/clust.R
clust_tab.Rd

One table describing every cluster: each variable's levels down the page, the clusters across it, and a colour saying at a glance which levels a cluster is made of. Give it the analysis, the data frame and the clusters, in the order of ggmca: the active variables, the weights and the rows the analysis was made on are its own. Numeric variables come in as mean rows, coloured by their difference to the mean in standard deviations; the last two rows give each cluster's share of the population and its size (under the table when every row is a mean, as in a principal component analysis).

Usage

clust_tab(
  res,
  data,
  clust,
  row_vars,
  pct = "col",
  excl = NA,
  color = "difference",
  row_tot = "% of population",
  cleannames = TRUE,
  ...,
  wt
)

Arguments

res

The analysis the clusters were made on, with multiple_correspondence_analysis or principal_component_analysis (or FactoMineR::MCA() or PCA(), or GDAtools::speMCA() or csMCA()). For a correspondence analysis, cross the clusters with the other variable of the table with tabxplor::tab() instead.

data

The data frame, with the clusters. The whole data frame will do when the analysis was made on a subset of it: only the rows the analysis used are described.

clust

The variable with the clusters, typically made with hierarchical_clust, as a bare name or a string.

row_vars

<tidy-select> The variables to describe the clusters with: by default, the active variables of the analysis. Numeric ones become mean rows, unless `shape` (passed on to tabxplor::tab()) cuts them into levels, e.g. `shape = "sd_bands"`, or `shape = c(AGE = "quintiles")` for that one.

pct

`"col"` (default) reads each cluster as a distribution: of the people in this cluster, what percentage are in this level. `"row"` reads each level as a distribution across clusters.

excl

The levels not to show, matched exactly by name; their individuals still count in the percentages. `NA`, the default, hides the missing values (and the levels named `<VAR>.NA`); `excl = NULL` shows every level.

color

The colour measure, see tab. With `"difference"` (the default), percentages are coloured by their difference with the whole population, and means by their difference in standard deviations — but not both in one table, which a single ladder cannot grade: there, means stay uncoloured, and `"ratio"` colours every row.

row_tot

The name of the row giving each cluster's share of the population.

cleannames

Set to FALSE to keep the level and cluster names as they are, prefix numbers like "1-" and text in parentheses included.

...

Additional arguments to pass to tab.

wt

Not used: the table is weighted with the weights of the analysis. It is there for the former form, `clust_tab(data, row_vars, clust, wt)`, still read as HCPC_tab.

Value

A tabxplor table — see [ggfacto_summary] for how it prints.

See also

[ggfacto_summary], [hierarchical_clust()], [interpret()].

Examples

data(tea, package = "FactoMineR")
res.mca <- multiple_correspondence_analysis(tea, 1:18)
tea <- tea |>
  dplyr::mutate(clust = hierarchical_clust(res.mca, ncp = 3, nb_clust = 6))

# ONE option decides how every tabxplor table prints, an interpretation table included.
# In a script it goes once, at the top, beside the library() calls.
options(tabxplor.print = "html")

# The clusters, by the active variables
clust_tab(res.mca, tea, clust)
#> <div class="tx-scrollbox"><table class="tabxplor-tab" data-quarto-disable-processing="true"><thead><tr><th class="tx-span" colspan="1"></th><th class="tx-span" colspan="6">clust</th><th class="tx-span" colspan="1"></th></tr><tr><th class="tx-l tx-br tx-bl tx-rv" rowspan="2">lvs</th><th class="tx-r tx-num">1</th><th class="tx-r tx-num">2</th><th class="tx-r tx-num">3</th><th class="tx-r tx-num">4</th><th class="tx-r tx-num">5</th><th class="tx-r tx-num">6</th><th class="tx-r tx-num tx-br tx-bl tx-tot">Ensemble</th></tr><tr><th class="tx-r tx-num tx-unit">&lt;col%&gt;</th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-br tx-bl tx-tot tx-unit">&lt;col%&gt;</th></tr></thead><tbody><tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">breakfast</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +17% ; ratio: ×1.34 ; OR: 1.00 ; n: 51">65%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -36% ; ratio: ÷3.84 ; OR: 1.00 ; n: 7">12%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ÷1.10 ; OR: 1.00 ; n: 14">44%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ÷1.10 ; OR: 1.00 ; n: 28">44%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +13% ; ratio: ×1.26 ; OR: 1.00 ; n: 20">61%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +19% ; ratio: ×1.39 ; OR: 1.00 ; n: 24">67%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 144">48%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">Not.tea time</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +6% ; ratio: ×1.13 ; OR: 1.00 ; n: 39">49%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +35% ; ratio: ×1.80 ; OR: 1.00 ; n: 44">79%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +6% ; ratio: ×1.15 ; OR: 1.00 ; n: 16">50%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; ratio: ÷1.27 ; OR: 1.00 ; n: 22">34%</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -29% ; ratio: ÷2.88 ; OR: 1.00 ; n: 5">15%</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -30% ; ratio: ÷3.14 ; OR: 1.00 ; n: 5">14%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 131">44%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">evening</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -24% ; ratio: ÷3.39 ; OR: 1.00 ; n: 8">10%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +16% ; ratio: ×1.46 ; OR: 1.00 ; n: 28">50%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; ratio: ÷1.10 ; OR: 1.00 ; n: 10">31%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +6% ; ratio: ×1.18 ; OR: 1.00 ; n: 26">41%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ÷1.13 ; OR: 1.00 ; n: 10">30%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +24% ; ratio: ×1.70 ; OR: 1.00 ; n: 21">58%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 103">34%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">lunch</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -8% ; ratio: ÷2.32 ; OR: 1.00 ; n: 5">6%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -6% ; ratio: ÷1.64 ; OR: 1.00 ; n: 5">9%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -5% ; ratio: ÷1.56 ; OR: 1.00 ; n: 3">9%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +9% ; ratio: ×1.60 ; OR: 1.00 ; n: 15">23%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; ratio: ÷2.42 ; OR: 1.00 ; n: 2">6%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +24% ; ratio: ×2.65 ; OR: 1.00 ; n: 14">39%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 44">15%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">dinner</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; ratio: ÷1.84 ; OR: 1.00 ; n: 3">4%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +4% ; ratio: ×1.53 ; OR: 1.00 ; n: 6">11%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +15% ; ratio: ×3.12 ; OR: 1.00 ; n: 7">22%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; ratio: ÷1.12 ; OR: 1.00 ; n: 4">6%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ÷2.31 ; OR: 1.00 ; n: 1">3%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -7% ; ratio: ×0 ; n: 0">0%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 21">7%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">always</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -22% ; ratio: ÷2.71 ; OR: 1.00 ; n: 10">13%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +5% ; ratio: ×1.14 ; OR: 1.00 ; n: 22">39%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +9% ; ratio: ×1.27 ; OR: 1.00 ; n: 14">44%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +5% ; ratio: ×1.14 ; OR: 1.00 ; n: 25">39%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -7% ; ratio: ÷1.26 ; OR: 1.00 ; n: 9">27%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +30% ; ratio: ×1.86 ; OR: 1.00 ; n: 23">64%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 103">34%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">home</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.03 ; OR: 1.00 ; n: 79">100%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -11% ; ratio: ÷1.13 ; OR: 1.00 ; n: 48">86%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; ratio: ×1.00 ; OR: 1.00 ; n: 31">97%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.03 ; OR: 1.00 ; n: 64">100%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.03 ; OR: 1.00 ; n: 33">100%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.03 ; OR: 1.00 ; n: 36">100%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 291">97%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">Not.work</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +10% ; ratio: ×1.14 ; OR: 1.00 ; n: 64">81%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +17% ; ratio: ×1.23 ; OR: 1.00 ; n: 49">88%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +7% ; ratio: ×1.10 ; OR: 1.00 ; n: 25">78%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -12% ; ratio: ÷1.20 ; OR: 1.00 ; n: 38">59%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +2% ; ratio: ×1.02 ; OR: 1.00 ; n: 24">73%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -35% ; ratio: ÷1.97 ; OR: 1.00 ; n: 13">36%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 213">71%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">Not.tearoom</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +17% ; ratio: ×1.21 ; OR: 1.00 ; n: 77">97%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +18% ; ratio: ×1.22 ; OR: 1.00 ; n: 55">98%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -6% ; ratio: ÷1.08 ; OR: 1.00 ; n: 24">75%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +8% ; ratio: ×1.10 ; OR: 1.00 ; n: 57">89%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -35% ; ratio: ÷1.77 ; OR: 1.00 ; n: 15">45%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -42% ; ratio: ÷2.07 ; OR: 1.00 ; n: 14">39%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 242">81%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">friends</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -35% ; ratio: ÷2.15 ; OR: 1.00 ; n: 24">30%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.04 ; OR: 1.00 ; n: 38">68%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; ratio: ÷1.16 ; OR: 1.00 ; n: 18">56%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +21% ; ratio: ×1.32 ; OR: 1.00 ; n: 55">86%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +10% ; ratio: ×1.16 ; OR: 1.00 ; n: 25">76%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +35% ; ratio: ×1.53 ; OR: 1.00 ; n: 36">100%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 196">65%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">Not.resto</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +16% ; ratio: ×1.22 ; OR: 1.00 ; n: 71">90%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +7% ; ratio: ×1.09 ; OR: 1.00 ; n: 45">80%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +17% ; ratio: ×1.23 ; OR: 1.00 ; n: 29">91%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -8% ; ratio: ÷1.12 ; OR: 1.00 ; n: 42">66%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -7% ; ratio: ÷1.11 ; OR: 1.00 ; n: 22">67%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -40% ; ratio: ÷2.21 ; OR: 1.00 ; n: 12">33%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 221">74%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">Not.pub</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +18% ; ratio: ×1.23 ; OR: 1.00 ; n: 77">97%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +5% ; ratio: ×1.06 ; OR: 1.00 ; n: 47">84%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; ratio: ÷1.01 ; OR: 1.00 ; n: 25">78%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; ratio: ÷1.12 ; OR: 1.00 ; n: 45">70%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.04 ; OR: 1.00 ; n: 27">82%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -35% ; ratio: ÷1.78 ; OR: 1.00 ; n: 16">44%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 237">79%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">black</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +15% ; ratio: ×1.59 ; OR: 1.00 ; n: 31">39%</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -23% ; ratio: ÷13.81 ; OR: 1.00 ; n: 1">2%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; ratio: ×1.01 ; OR: 1.00 ; n: 8">25%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -18% ; ratio: ÷3.95 ; OR: 1.00 ; n: 4">6%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +48% ; ratio: ×2.95 ; OR: 1.00 ; n: 24">73%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -8% ; ratio: ÷1.48 ; OR: 1.00 ; n: 6">17%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 74">25%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">Earl Grey</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -20% ; ratio: ÷1.45 ; OR: 1/2.31 ; n: 35">44%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +20% ; ratio: ×1.30 ; OR: 18.02 ; n: 47">84%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -17% ; ratio: ÷1.37 ; OR: 1/1.39 ; n: 15">47%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +28% ; ratio: ×1.43 ; OR: 5.66 ; n: 59">92%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -40% ; ratio: ÷2.65 ; OR: 1/7.82 ; n: 8">24%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +16% ; ratio: ×1.25 ; OR: 1.85 ; n: 29">81%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 193">64%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">green</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +5% ; ratio: ×1.50 ; OR: 1/1.06 ; n: 13">16%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.30 ; OR: 17.94 ; n: 8">14%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +17% ; ratio: ×2.56 ; OR: 2.52 ; n: 9">28%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; ratio: ÷7.04 ; OR: 1/1.78 ; n: 1">2%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -8% ; ratio: ÷3.63 ; OR: 1/10.70 ; n: 1">3%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -8% ; ratio: ÷3.96 ; OR: 1/2.68 ; n: 1">3%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 33">11%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">alone</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ÷1.07 ; OR: 1.00 ; n: 48">61%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +22% ; ratio: ×1.35 ; OR: 1.00 ; n: 49">88%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +4% ; ratio: ×1.06 ; OR: 1.00 ; n: 22">69%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +2% ; ratio: ×1.03 ; OR: 1.00 ; n: 43">67%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -13% ; ratio: ÷1.26 ; OR: 1.00 ; n: 17">52%</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -21% ; ratio: ÷1.46 ; OR: 1.00 ; n: 16">44%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 195">65%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">lemon</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -7% ; ratio: ÷2.90 ; OR: 1/2.71 ; n: 3">4%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; ratio: ÷1.23 ; OR: 1/1.66 ; n: 5">9%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +8% ; ratio: ×1.70 ; OR: 1.61 ; n: 6">19%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; ratio: ÷1.17 ; OR: 1/1.21 ; n: 6">9%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -5% ; ratio: ÷1.81 ; OR: 1/1.44 ; n: 2">6%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +20% ; ratio: ×2.78 ; OR: 4.06 ; n: 11">31%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 33">11%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">milk</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +14% ; ratio: ×1.69 ; OR: 1.81 ; n: 28">35%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -17% ; ratio: ÷5.88 ; OR: 1/7.92 ; n: 2">4%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -8% ; ratio: ÷1.68 ; OR: 1/1.78 ; n: 4">12%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; ratio: ÷1.03 ; OR: 1/1.07 ; n: 13">20%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.15 ; OR: 1.46 ; n: 8">24%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +1% ; ratio: ×1.06 ; OR: 1.55 ; n: 8">22%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 63">21%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">other</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; ratio: ×1.04 ; OR: 1.01 ; n: 2">3%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +15% ; ratio: ×6.06 ; OR: 7.65 ; n: 6">18%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; ratio: ÷1.08 ; OR: 1.35 ; n: 1">3%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 9">3%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">No.sugar</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +12% ; ratio: ×1.22 ; OR: 1.00 ; n: 50">63%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -34% ; ratio: ÷2.89 ; OR: 1.00 ; n: 10">18%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +5% ; ratio: ×1.09 ; OR: 1.00 ; n: 18">56%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; ratio: ÷1.03 ; OR: 1.00 ; n: 32">50%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +33% ; ratio: ×1.64 ; OR: 1.00 ; n: 28">85%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ÷1.09 ; OR: 1.00 ; n: 17">47%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 155">52%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">tea bag</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +27% ; ratio: ×1.47 ; OR: 1.00 ; n: 66">84%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +25% ; ratio: ×1.45 ; OR: 1.00 ; n: 46">82%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -47% ; ratio: ÷6.04 ; OR: 1.00 ; n: 3">9%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +7% ; ratio: ×1.13 ; OR: 1.00 ; n: 41">64%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -32% ; ratio: ÷2.34 ; OR: 1.00 ; n: 8">24%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -40% ; ratio: ÷3.40 ; OR: 1.00 ; n: 6">17%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 170">57%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">tea bag+unpackaged</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -16% ; ratio: ÷2.06 ; OR: 1/3.04 ; n: 12">15%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -19% ; ratio: ÷2.51 ; OR: 1/3.63 ; n: 7">12%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -13% ; ratio: ÷1.67 ; OR: 3.62 ; n: 6">19%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; ratio: ×1.00 ; OR: 1/1.13 ; n: 20">31%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +29% ; ratio: ×1.93 ; OR: 4.52 ; n: 20">61%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +49% ; ratio: ×2.57 ; OR: 8.74 ; n: 29">81%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 94">31%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">unpackaged</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -11% ; ratio: ÷9.48 ; OR: 1/13.98 ; n: 1">1%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -7% ; ratio: ÷2.24 ; OR: 1/3.25 ; n: 3">5%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +60% ; ratio: ×5.99 ; OR: 36.20 ; n: 23">72%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -7% ; ratio: ÷2.56 ; OR: 1/2.89 ; n: 3">5%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.26 ; OR: 2.95 ; n: 5">15%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; ratio: ÷4.32 ; OR: 1/1.27 ; n: 1">3%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 36">12%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">chain store</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +31% ; ratio: ×1.48 ; OR: 1.00 ; n: 75">95%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +32% ; ratio: ×1.51 ; OR: 1.00 ; n: 54">96%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -58% ; ratio: ÷10.24 ; OR: 1.00 ; n: 2">6%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.05 ; OR: 1.00 ; n: 43">67%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -31% ; ratio: ÷1.92 ; OR: 1.00 ; n: 11">33%</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -45% ; ratio: ÷3.29 ; OR: 1.00 ; n: 7">19%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 192">64%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">chain store+tea shop</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -21% ; ratio: ÷5.14 ; OR: 1/7.62 ; n: 4">5%</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -26% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -17% ; ratio: ÷2.77 ; OR: 3.69 ; n: 3">9%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +5% ; ratio: ×1.20 ; OR: 1.14 ; n: 20">31%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +41% ; ratio: ×2.56 ; OR: 4.92 ; n: 22">67%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +55% ; ratio: ×3.10 ; OR: 10.20 ; n: 29">81%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 78">26%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">tea shop</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -10% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -6% ; ratio: ÷2.80 ; OR: 1/4.22 ; n: 2">4%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +74% ; ratio: ×8.44 ; OR: 86.40 ; n: 27">84%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -8% ; ratio: ÷6.40 ; OR: 1/6.72 ; n: 1">2%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -10% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -10% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 30">10%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">p_branded</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +18% ; ratio: ×1.56 ; OR: 1.00 ; n: 39">49%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +18% ; ratio: ×1.58 ; OR: 1.00 ; n: 28">50%</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -25% ; ratio: ÷5.07 ; OR: 1.00 ; n: 2">6%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -5% ; ratio: ÷1.19 ; OR: 1.00 ; n: 17">27%</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -23% ; ratio: ÷3.48 ; OR: 1.00 ; n: 3">9%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -15% ; ratio: ÷1.90 ; OR: 1.00 ; n: 6">17%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 95">32%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">p_cheap</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +1% ; ratio: ×1.63 ; OR: 1.04 ; n: 3">4%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×2.30 ; OR: 1.45 ; n: 3">5%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; ratio: ÷1.49 ; OR: 1/1.25 ; n: 1">2%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 7">2%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">p_private label</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +8% ; ratio: ×2.17 ; OR: 1.39 ; n: 12">15%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +4% ; ratio: ×1.53 ; OR: 1/1.03 ; n: 6">11%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -7% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -5% ; ratio: ÷4.48 ; OR: 1/3.76 ; n: 1">2%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ÷2.31 ; OR: 1.51 ; n: 1">3%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ÷2.52 ; OR: 1/1.33 ; n: 1">3%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 21">7%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">p_unknown</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +1% ; ratio: ×1.27 ; OR: 1/1.23 ; n: 4">5%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; ratio: ×1.79 ; OR: 1.13 ; n: 4">7%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +1% ; ratio: ×1.17 ; OR: 1.40 ; n: 3">5%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; ratio: ×0 ; OR: 0 ; n: 0">0%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; ratio: ÷1.44 ; OR: 1.32 ; n: 1">3%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 12">4%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">p_upscale</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -13% ; ratio: ÷3.49 ; OR: 1/5.44 ; n: 4">5%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -12% ; ratio: ÷3.30 ; OR: 1/5.21 ; n: 3">5%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +64% ; ratio: ×4.60 ; OR: 23.30 ; n: 26">81%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -15% ; ratio: ÷5.65 ; OR: 1/4.74 ; n: 2">3%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +28% ; ratio: ×2.57 ; OR: 8.96 ; n: 15">45%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; ratio: ÷2.12 ; OR: 1/1.12 ; n: 3">8%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 53">18%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">p_variable</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -16% ; ratio: ÷1.73 ; OR: 1/2.70 ; n: 17">22%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -16% ; ratio: ÷1.74 ; OR: 1/2.75 ; n: 12">21%</td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -25% ; ratio: ÷2.99 ; OR: 1.70 ; n: 4">12%</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +25% ; ratio: ×1.67 ; OR: 2.00 ; n: 40">62%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +5% ; ratio: ×1.14 ; OR: 3.96 ; n: 14">42%</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +32% ; ratio: ×1.86 ; OR: 3.53 ; n: 25">69%</td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="ref ; n: 112">37%</td></tr>
#> <tr class="tx-bt"><td class="tx-l tx-br tx-bl tx-rv">% of population</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 79">26%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 56">19%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 32">11%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 64">21%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 33">11%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 36">12%</td><td class="tx-r tx-num tx-br tx-bl tx-tot" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 300">100%</td></tr>
#> <tr class="tx-bb tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">n</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 26%">79</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 19%">56</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 11%">32</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 21%">64</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 11%">33</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 12%">36</td><td class="tx-r tx-num tx-br tx-bl tx-tot" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 100%">300</td></tr></tbody><tfoot><tr><td colspan="8"><div class="tx-foot">Percentage points (risk) difference: cell ≥ the Total column <span class="p1" style="font-weight:bold;">+5</span>; <span class="p2" style="font-weight:bold;">+10</span>; <span class="p3" style="font-weight:bold;">+20</span>; <span class="p4" style="font-weight:bold;">+30</span> points; cell ≤ the Total column <span class="m1" style="font-weight:bold;">-5</span>; <span class="m2" style="font-weight:bold;">-10</span>; <span class="m3" style="font-weight:bold;">-20</span>; <span class="m4" style="font-weight:bold;">-30</span> points.</div></td></tr></tfoot></table></div>

# ... and by other variables
clust_tab(res.mca, tea, clust, row_vars = c(sex, SPC, age), pct = "row")
#> ! A column holding unlike quantities: its "difference" colour grades only the
#>   pct cells.
#> ℹ `color = "ratio"` grades them all --- the one comparison they share.
#> This message is displayed once per session.
#> <div class="tx-scrollbox"><table class="tabxplor-tab" data-quarto-disable-processing="true"><thead><tr><th class="tx-span" colspan="1"></th><th class="tx-span" colspan="6">clust</th><th class="tx-span" colspan="1"></th></tr><tr><th class="tx-l tx-br tx-bl tx-rv" rowspan="2">lvs</th><th class="tx-r tx-num">1</th><th class="tx-r tx-num">2</th><th class="tx-r tx-num">3</th><th class="tx-r tx-num">4</th><th class="tx-r tx-num">5</th><th class="tx-r tx-num">6</th><th class="tx-r tx-num tx-br tx-bl tx-tot">Ensemble</th></tr><tr><th class="tx-r tx-num tx-unit">&lt;mixed&gt;</th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-br tx-bl tx-tot tx-unit">&lt;mixed&gt;</th></tr></thead><tbody><tr><td class="tx-l tx-br tx-bl tx-rv">F</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; n: 45">25%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; n: 29">16%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; n: 12">7%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; n: 44">25%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; n: 20">11%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +4% ; n: 28">16%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 178">100%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">M</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +2% ; n: 34">28%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; n: 27">22%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +6% ; n: 20">16%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -5% ; n: 20">16%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; n: 13">11%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -5% ; n: 8">7%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 122">100%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">employee</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; n: 15">25%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; n: 13">22%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -6% ; n: 3">5%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +4% ; n: 15">25%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; n: 5">8%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +2% ; n: 8">14%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 59">100%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">middle</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +9% ; n: 14">35%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -11% ; n: 3">8%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +9% ; n: 8">20%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; n: 5">12%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; n: 4">10%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +3% ; n: 6">15%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 40">100%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">non-worker</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +8% ; n: 22">34%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; n: 10">16%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; n: 7">11%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; n: 8">12%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +9% ; n: 13">20%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -6% ; n: 4">6%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 64">100%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">other worker</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; n: 5">25%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; n: 3">15%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; n: 2">10%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +9% ; n: 6">30%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; n: 2">10%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; n: 2">10%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 20">100%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">senior</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; n: 8">23%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -7% ; n: 4">11%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +4% ; n: 5">14%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -4% ; n: 6">17%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +6% ; n: 6">17%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +5% ; n: 6">17%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 35">100%</td></tr>
#> <tr><td class="tx-l tx-br tx-bl tx-rv">student</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -9% ; n: 12">17%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +11% ; n: 21">30%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -5% ; n: 4">6%</td><td class="tx-r tx-num p1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +9% ; n: 21">30%</td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -8% ; n: 2">3%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +2% ; n: 10">14%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 70">100%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">workman</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -1% ; n: 3">25%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -2% ; n: 2">17%</td><td class="tx-r tx-num p2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +14% ; n: 3">25%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +4% ; n: 3">25%</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -3% ; n: 1">8%</td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -12% ; n: 0">0%</td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 12">100%</td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">age</td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +615% ; n: 79">43<span class="tx-sec"> (cv 39%)</span></td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -902% ; n: 56">28<span class="tx-sec"> (cv 45%)</span></td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +338% ; n: 32">40<span class="tx-sec"> (cv 37%)</span></td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -516% ; n: 64">32<span class="tx-sec"> (cv 46%)</span></td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +1 089% ; n: 33">48<span class="tx-sec"> (cv 39%)</span></td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: -328% ; n: 36">34<span class="tx-sec"> (cv 46%)</span></td><td class="tx-r tx-num tx-br tx-bl tx-tot g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="diff: +0% ; n: 300">37<span class="tx-sec"> (cv 46%)</span></td></tr>
#> <tr class="tx-bt"><td class="tx-l tx-br tx-bl tx-rv">% of population</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 79">26%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 56">19%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 32">11%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 64">21%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 33">11%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 36">12%</td><td class="tx-r tx-num tx-br tx-bl tx-tot" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 300">100%</td></tr>
#> <tr class="tx-bb tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">n</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="%: 26%">79</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="%: 19%">56</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="%: 11%">32</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="%: 21%">64</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="%: 11%">33</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="%: 12%">36</td><td class="tx-r tx-num tx-br tx-bl tx-tot" data-toggle="tooltip" data-container="body" data-placement="auto right" title="%: 100%">300</td></tr></tbody><tfoot><tr><td colspan="8"><div class="tx-foot">Percentage points (risk) difference: cell ≥ the Total row <span class="p1" style="font-weight:bold;">+5</span>; <span class="p2" style="font-weight:bold;">+10</span>; <span class="p3" style="font-weight:bold;">+20</span>; <span class="p4" style="font-weight:bold;">+30</span> points; cell ≤ the Total row <span class="m1" style="font-weight:bold;">-5</span>; <span class="m2" style="font-weight:bold;">-10</span>; <span class="m3" style="font-weight:bold;">-20</span>; <span class="m4" style="font-weight:bold;">-30</span> points.</div></td></tr></tfoot></table></div>

# A principal component analysis: the means of each cluster
res.pca <- principal_component_analysis(mtcars, 1:7)
cars <- mtcars |>
  dplyr::mutate(clust = hierarchical_clust(res.pca, ncp = 2, nb_clust = 3))
clust_tab(res.pca, cars, clust)
#> <div class="tx-scrollbox"><table class="tabxplor-tab" data-quarto-disable-processing="true"><thead><tr><th class="tx-span" colspan="1"></th><th class="tx-span" colspan="3">clust</th><th class="tx-span" colspan="1"></th></tr><tr><th class="tx-l tx-br tx-bl tx-rv" rowspan="2">lvs</th><th class="tx-r tx-num">1</th><th class="tx-r tx-num">2</th><th class="tx-r tx-num">3</th><th class="tx-r tx-num tx-br tx-bl tx-tot">Ensemble</th></tr><tr><th class="tx-r tx-num tx-unit">&lt;mean (cv)&gt;</th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-br tx-bl tx-tot tx-unit">&lt;mean (cv)&gt;</th></tr></thead><tbody><tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">mpg</td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 3 ; diff: +10.0 ; ratio: ×1.5 ; std diff: +7.52sd ; n: 6"> 30<span class="tx-sec" style="font-weight:normal;"> (cv 10%)</span></td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 2 ; diff: +1 ; ratio: ×1 ; std diff: +0.43sd ; n: 12"> 21<span class="tx-sec" style="font-weight:normal;"> (cv  9%)</span></td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 3 ; diff: -5 ; ratio: ×1 ; std diff: -4.17sd ; n: 14"> 15<span class="tx-sec" style="font-weight:normal;"> (cv 17%)</span></td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 6 ; diff: 0 ; ratio: 1 ; std diff: +0.00sd ; n: 32"> 20<span class="tx-sec" style="font-weight:normal;"> (cv 30%)</span></td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">cyl</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0 ; diff: -2.2 ; ratio: ÷1.5 ; std diff: -1.65sd ; n: 6">4.0<span class="tx-sec" style="font-weight:normal;"> (cv  0%)</span></td><td class="tx-r tx-num m3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 1.0 ; diff: -1.0 ; ratio: ÷1.2 ; std diff: -0.52sd ; n: 12">5.2<span class="tx-sec" style="font-weight:normal;"> (cv 20%)</span></td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0 ; diff: +1.8 ; ratio: ×1.3 ; std diff: +1.52sd ; n: 14">8.0<span class="tx-sec" style="font-weight:normal;"> (cv  0%)</span></td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 1.8 ; diff: 0 ; ratio: 1 ; std diff: +0.00sd ; n: 32">6.2<span class="tx-sec" style="font-weight:normal;"> (cv 29%)</span></td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">disp</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 18 ; diff: -144.1 ; ratio: ÷2.7 ; std diff: -108.60sd ; n: 6"> 87<span class="tx-sec" style="font-weight:normal;"> (cv 21%)</span></td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 43 ; diff: -71 ; ratio: ×1 ; std diff: -36.20sd ; n: 12">160<span class="tx-sec" style="font-weight:normal;"> (cv 27%)</span></td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 68 ; diff: +122 ; ratio: ×2 ; std diff: +102.32sd ; n: 14">353<span class="tx-sec" style="font-weight:normal;"> (cv 19%)</span></td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 124 ; diff: 0 ; ratio: 1 ; std diff: +0.00sd ; n: 32">231<span class="tx-sec" style="font-weight:normal;"> (cv 54%)</span></td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">hp</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 22 ; diff: -71.2 ; ratio: ÷1.9 ; std diff: -53.66sd ; n: 6"> 76<span class="tx-sec" style="font-weight:normal;"> (cv 30%)</span></td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 26 ; diff: -37 ; ratio: ×1 ; std diff: -19.12sd ; n: 12">109<span class="tx-sec" style="font-weight:normal;"> (cv 24%)</span></td><td class="tx-r tx-num p4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 51 ; diff: +63 ; ratio: ×1 ; std diff: +52.28sd ; n: 14">209<span class="tx-sec" style="font-weight:normal;"> (cv 24%)</span></td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 69 ; diff: 0 ; ratio: 1 ; std diff: +0.00sd ; n: 32">147<span class="tx-sec" style="font-weight:normal;"> (cv 47%)</span></td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">drat</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0.4 ; diff: +0.7 ; ratio: ×1.2 ; std diff: +0.49sd ; n: 6">4.3<span class="tx-sec" style="font-weight:normal;"> (cv  9%)</span></td><td class="tx-r tx-num g1" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0.4 ; diff: +0.1 ; ratio: ×1.0 ; std diff: +0.05sd ; n: 12">3.7<span class="tx-sec"> (cv 11%)</span></td><td class="tx-r tx-num m2 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0.4 ; diff: -0.4 ; ratio: ÷1.1 ; std diff: -0.31sd ; n: 14">3.2<span class="tx-sec" style="font-weight:normal;"> (cv 12%)</span></td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0.5 ; diff: 0 ; ratio: 1 ; std diff: +0.00sd ; n: 32">3.6<span class="tx-sec" style="font-weight:normal;"> (cv 15%)</span></td></tr>
#> <tr class="tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">wt</td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0.3 ; diff: -1.3 ; ratio: ÷1.7 ; std diff: -1.01sd ; n: 6">1.9<span class="tx-sec" style="font-weight:normal;"> (cv 15%)</span></td><td class="tx-r tx-num m1 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0.4 ; diff: -0.2 ; ratio: ÷1.1 ; std diff: -0.12sd ; n: 12">3.0<span class="tx-sec" style="font-weight:normal;"> (cv 13%)</span></td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 0.8 ; diff: +0.8 ; ratio: ×1.2 ; std diff: +0.65sd ; n: 14">4.0<span class="tx-sec" style="font-weight:normal;"> (cv 19%)</span></td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 1.0 ; diff: 0 ; ratio: 1 ; std diff: +0.00sd ; n: 32">3.2<span class="tx-sec" style="font-weight:normal;"> (cv 30%)</span></td></tr>
#> <tr class="tx-bb tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">qsec</td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 1 ; diff: +0.5 ; ratio: ×1.0 ; std diff: +0.41sd ; n: 6"> 18<span class="tx-sec" style="font-weight:normal;"> (cv  7%)</span></td><td class="tx-r tx-num p3 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 2 ; diff: +1 ; ratio: ×1 ; std diff: +0.50sd ; n: 12"> 19<span class="tx-sec" style="font-weight:normal;"> (cv 10%)</span></td><td class="tx-r tx-num m4 tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 1 ; diff: -1 ; ratio: ×1 ; std diff: -0.90sd ; n: 14"> 17<span class="tx-sec" style="font-weight:normal;"> (cv  7%)</span></td><td class="tx-r tx-num tx-br tx-bl tx-tot tx-b" data-toggle="tooltip" data-container="body" data-placement="auto right" title="sd: 2 ; diff: 0 ; ratio: 1 ; std diff: +0.00sd ; n: 32"> 18<span class="tx-sec" style="font-weight:normal;"> (cv 10%)</span></td></tr></tbody><tfoot><tr><td colspan="5"><div class="tx-foot">Standardized mean difference: cell ≥ the Total row <span class="p1" style="font-weight:bold;">+0.1</span>; <span class="p2" style="font-weight:bold;">+0.2</span>; <span class="p3" style="font-weight:bold;">+0.4</span>; <span class="p4" style="font-weight:bold;">+0.8</span> SD; cell ≤ the Total row <span class="m1" style="font-weight:bold;">-0.1</span>; <span class="m2" style="font-weight:bold;">-0.2</span>; <span class="m3" style="font-weight:bold;">-0.4</span>; <span class="m4" style="font-weight:bold;">-0.8</span> SD.</div></td></tr></tfoot></table></div>
#> <div class="tx-scrollbox"><table class="tabxplor-tab" data-quarto-disable-processing="true"><thead><tr><th class="tx-span" colspan="1"></th><th class="tx-span" colspan="3">clust</th><th class="tx-span" colspan="1"></th></tr><tr><th class="tx-l tx-br tx-bl tx-rv" rowspan="2">lvs</th><th class="tx-r tx-num">1</th><th class="tx-r tx-num">2</th><th class="tx-r tx-num">3</th><th class="tx-r tx-num tx-br tx-bl tx-tot">Ensemble</th></tr><tr><th class="tx-r tx-num tx-unit">&lt;mixed&gt;</th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-unit"></th><th class="tx-r tx-num tx-br tx-bl tx-tot tx-unit">&lt;mixed&gt;</th></tr></thead><tbody><tr><td class="tx-l tx-br tx-bl tx-rv">% of population</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 6">19%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 12">38%</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 14">44%</td><td class="tx-r tx-num tx-br tx-bl tx-tot" data-toggle="tooltip" data-container="body" data-placement="auto right" title="n: 32">100%</td></tr>
#> <tr class="tx-bb tx-bb2"><td class="tx-l tx-br tx-bl tx-rv">n</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 19%">6</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 38%">12</td><td class="tx-r tx-num" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 44%">14</td><td class="tx-r tx-num tx-br tx-bl tx-tot" data-toggle="tooltip" data-container="body" data-placement="auto right" title="col%: 100%">32</td></tr></tbody></table></div>