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matplotlib.axes.Axes.bar

Axes.bar(x, height, width=0.8, bottom=None, *, align='center', data=None, **kwargs)[source]

Make a bar plot.

The bars are positioned at x with the given alignment. Their dimensions are given by height and width. The vertical baseline is bottom (default 0).

Many parameters can take either a single value applying to all bars or a sequence of values, one for each bar.

Parameters:

xfloat or array-like

The x coordinates of the bars. See also align for the alignment of the bars to the coordinates.

heightfloat or array-like

The height(s) of the bars.

Note that if bottom has units (e.g. datetime), height should be in units that are a difference from the value of bottom (e.g. timedelta).

widthfloat or array-like, default: 0.8

The width(s) of the bars.

Note that if x has units (e.g. datetime), then width should be in units that are a difference (e.g. timedelta) around the x values.

bottomfloat or array-like, default: 0

The y coordinate(s) of the bottom side(s) of the bars.

Note that if bottom has units, then the y-axis will get a Locator and Formatter appropriate for the units (e.g. dates, or categorical).

align{'center', 'edge'}, default: 'center'

Alignment of the bars to the x coordinates:

'center': Center the base on the x positions.
'edge': Align the left edges of the bars with the x positions.

To align the bars on the right edge pass a negative width and align='edge'.

Returns:

BarContainer: Container with all the bars and optionally errorbars.

Other Parameters:

colorcolor or list of color, optional

The colors of the bar faces.

edgecolorcolor or list of color, optional

The colors of the bar edges.

linewidthfloat or array-like, optional

Width of the bar edge(s). If 0, don't draw edges.

tick_labelstr or list of str, optional

The tick labels of the bars. Default: None (Use default numeric labels.)

labelstr or list of str, optional

A single label is attached to the resulting BarContainer as a label for the whole dataset. If a list is provided, it must be the same length as x and labels the individual bars. Repeated labels are not de-duplicated and will cause repeated label entries, so this is best used when bars also differ in style (e.g., by passing a list to color.)

xerr, yerrfloat or array-like of shape(N,) or shape(2, N), optional

If not None, add horizontal / vertical errorbars to the bar tips. The values are +/- sizes relative to the data:

scalar: symmetric +/- values for all bars
shape(N,): symmetric +/- values for each bar
shape(2, N): Separate - and + values for each bar. First row contains the lower errors, the second row contains the upper errors.
None: No errorbar. (Default)

See Different ways of specifying error bars for an example on the usage of xerr and yerr.

ecolorcolor or list of color, default: 'black'

The line color of the errorbars.

capsizefloat, default: rcParams["errorbar.capsize"] (default: 0.0)

The length of the error bar caps in points.

error_kwdict, optional

Dictionary of keyword arguments to be passed to the errorbar method. Values of ecolor or capsize defined here take precedence over the independent keyword arguments.

logbool, default: False

If True, set the y-axis to be log scale.

dataindexable object, optional

If given, all parameters also accept a string s, which is interpreted as data[s] (unless this raises an exception).

**kwargsRectangle properties

Property	Description
`agg_filter`	a filter function, which takes a (m, n, 3) float array and a dpi value, and returns a (m, n, 3) array and two offsets from the bottom left corner of the image
`alpha`	scalar or None
`angle`	unknown
`animated`	bool
`antialiased` or aa	bool or None
`bounds`	(left, bottom, width, height)
`capstyle`	`CapStyle` or {'butt', 'projecting', 'round'}
`clip_box`	`BboxBase` or None
`clip_on`	bool
`clip_path`	Patch or (Path, Transform) or None
`color`	color
`edgecolor` or ec	color or None
`facecolor` or fc	color or None
`figure`	`Figure`
`fill`	bool
`gid`	str
`hatch`	{'/', '\', '\|', '-', '+', 'x', 'o', 'O', '.', '*'}
`height`	unknown
`in_layout`	bool
`joinstyle`	`JoinStyle` or {'miter', 'round', 'bevel'}
`label`	object
`linestyle` or ls	{'-', '--', '-.', ':', '', (offset, on-off-seq), ...}
`linewidth` or lw	float or None
`mouseover`	bool
`path_effects`	list of `AbstractPathEffect`
`picker`	None or bool or float or callable
`rasterized`	bool
`sketch_params`	(scale: float, length: float, randomness: float)
`snap`	bool or None
`transform`	`Transform`
`url`	str
`visible`	bool
`width`	unknown
`x`	unknown
`xy`	(float, float)
`y`	unknown
`zorder`	float