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ReferencebinCounts

<binCounts>

How many values fall in each interval between cut pointsAdded in 0.7.27

<binCounts> is a Math Operator component that renders how many of its arguments fall into each interval between the cut points given by bins: a list of counts, one per interval. Where <tally> counts values that are equal to a category, <binCounts> counts values that fall between two cut points, which is what a histogram of a continuous quantity needs.

Values outside the outermost cut points are not counted, so the counts need not sum to the number of values.

Attributes and Properties

Attributes for <binCounts>

Highlighted (3)
asList

boolean. Default value: true. Whether to render the items separated by commas (true) or with no separator (false).

numberList. The cut points, each at least as large as the one before it. n + 1 cut points define n bins.

keyword. Which end of each bin includes its cut point.

ValueDescription
left (default)Bins are [a, b), matching NumPy and the usual textbook class interval. The last bin also includes its upper cut point, so a value sitting exactly on it is counted.
rightBins are (a, b], matching R, pandas and Excel. The first bin also includes its lower cut point, so a value sitting exactly on it is counted.
Number display (5)
avoidScientificNotation

boolean. Default value: false. Whether to render numbers in full decimal form rather than scientific notation.

displayDecimals

integer. Default value: 2. Number of decimal places to display when rendering this number.

displayDigits

integer. Default value: 3. Number of significant digits to display when rendering this number.

displaySmallAsZero

number. Default value: 1e-14. Threshold below which numbers are displayed as zero.

padZeros

boolean. Default value: false. Whether to pad displayed numbers with trailing zeros to fill the requested digits/decimals.

Common to all components (9)
copy

reference. Create an independent copy of another component by reference. Enter a references a $name.

disabled

boolean. Default value: false. Whether this component is disabled and cannot be interacted with.

extend

reference. Extend another component by reference, inheriting its children and attributes. Enter a reference as $name.

fixed

boolean. Default value: false. Whether this component's value is fixed and cannot be modified.

fixLocation

boolean. Default value: false. Whether this component's location is fixed (preventing it from being moved while still allowing other modifications).

hide

boolean. Default value: false. Whether to hide this component from the rendered output.

isResponse

boolean. Default value: false. Whether this component is treated as a response for the purposes of assessment.

name

text. The name used to reference this component from elsewhere in the document.

styleNumber

integer. Default value: 1. The style number used to select this component's visual styling from the available style definitions.

Properties for <binCounts name="b">

Highlighted (1)
$b.closed

text. Which end of each bin includes its cut point.

Number display (5)
$b.avoidScientificNotationIn development

boolean. Whether to render numbers in full decimal form rather than scientific notation.

$b.displayDecimalsIn development

integer. Number of decimal places to display when rendering this number.

$b.displayDigitsIn development

integer. Number of significant digits to display when rendering this number.

$b.displaySmallAsZeroIn development

number. Threshold below which numbers are displayed as zero.

$b.padZerosIn development

boolean. Whether to pad displayed numbers with trailing zeros to fill the requested digits/decimals.

Other (1)

[ number ]. The cut points that define the bins, in order.

Common to all components (8)
$b.disabledIn development

boolean. Whether this component is disabled and cannot be interacted with.

$b.doenetML

text. The DoenetML source code that produced this component.

$b.fixedIn development

boolean. Whether this component's value is fixed and cannot be modified.

$b.fixLocationIn development

boolean. Whether this component's location is fixed (preventing it from being moved while still allowing other modifications).

$b.hiddenIn development

boolean. Whether this component is hidden from the rendered output.

$b.hide

boolean. Whether to hide this component from the rendered output.

$b.isResponse

boolean. Whether this component is treated as a response for the purposes of assessment.

$b.styleNumber

integer. The style number used to select this component's visual styling from the available style definitions.

Examples

Example: binning a continuous sample


Example: counting a weighted population directly

With cumulative subpopulation sizes as the cut points, right-closed bins are the subpopulations: individuals 1–30, 31–75, 76–87 and 88–147. This reaches the same counts as <searchSorted> followed by <tally>, without the intermediate list of subpopulation indices β€” use whichever you also want to show.

Attribute Examples

Attribute Example: bins

n + 1 cut points define n intervals. Bare numbers work as well as <number> children, and are read the way <sum> reads them, so an expression such as 1/2 falls in a bin too.


Attribute Example: closed

A value landing exactly on a cut point has to be counted on one side or the other. Left-closed, the bins are [0, 1) and [1, 2], so 1 is counted in the second. Right-closed they are [0, 1] and (1, 2], so 1 is counted in the first. Both include 0 and 2, because the outermost cut points always belong to a bin.


Property Examples

Property Example: binEdges

The cut points are readable back, so whatever displays the counts can say what interval each one covers.

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