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<meta name="author" content="The Data Science Learning Community" />


<meta name="date" content="2024-09-04" />
<meta name="date" content="2024-09-07" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
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<li class="part"><span><b>Scales</b></span></li>
<li class="chapter" data-level="10" data-path="position-scales-and-axes.html"><a href="position-scales-and-axes.html"><i class="fa fa-check"></i><b>10</b> Position scales and axes</a>
<ul>
<li class="chapter" data-level="10.1" data-path="introduction-preliminaries-asides.html"><a href="introduction-preliminaries-asides.html"><i class="fa fa-check"></i><b>10.1</b> Introduction / preliminaries / asides</a></li>
<li class="chapter" data-level="10.2" data-path="numeric.html"><a href="numeric.html"><i class="fa fa-check"></i><b>10.2</b> 10.1 Numeric</a>
<ul>
<li class="chapter" data-level="10.2.1" data-path="numeric.html"><a href="numeric.html#limits"><i class="fa fa-check"></i><b>10.2.1</b> 10.1.1 Limits</a></li>
<li class="chapter" data-level="10.2.2" data-path="numeric.html"><a href="numeric.html#out-of-bounds-values"><i class="fa fa-check"></i><b>10.2.2</b> 10.1.2 Out of bounds values</a></li>
<li class="chapter" data-level="10.2.3" data-path="numeric.html"><a href="numeric.html#visual-range-expansion"><i class="fa fa-check"></i><b>10.2.3</b> 10.1.3 Visual range expansion</a></li>
<li class="chapter" data-level="10.2.4" data-path="numeric.html"><a href="numeric.html#exercises"><i class="fa fa-check"></i><b>10.2.4</b> 10.1.4 Exercises</a></li>
<li class="chapter" data-level="10.2.5" data-path="numeric.html"><a href="numeric.html#breaks"><i class="fa fa-check"></i><b>10.2.5</b> 10.1.5 Breaks</a></li>
<li class="chapter" data-level="10.2.6" data-path="numeric.html"><a href="numeric.html#minor-breaks"><i class="fa fa-check"></i><b>10.2.6</b> 10.1.6 Minor breaks</a></li>
<li class="chapter" data-level="10.2.7" data-path="numeric.html"><a href="numeric.html#labels"><i class="fa fa-check"></i><b>10.2.7</b> 10.1.7 Labels</a></li>
<li class="chapter" data-level="10.2.8" data-path="numeric.html"><a href="numeric.html#exercises-1"><i class="fa fa-check"></i><b>10.2.8</b> 10.1.8 Exercises</a></li>
<li class="chapter" data-level="10.2.9" data-path="numeric.html"><a href="numeric.html#transformations"><i class="fa fa-check"></i><b>10.2.9</b> 10.1.9 Transformations</a></li>
<li class="chapter" data-level="10.2.10" data-path="numeric.html"><a href="numeric.html#aside---a-little-more-on-transformations"><i class="fa fa-check"></i><b>10.2.10</b> ASIDE - A little more on transformations</a></li>
</ul></li>
<li class="chapter" data-level="10.3" data-path="date-time.html"><a href="date-time.html"><i class="fa fa-check"></i><b>10.3</b> 10.2 Date-time</a>
<ul>
<li class="chapter" data-level="10.3.1" data-path="date-time.html"><a href="date-time.html#breaks-1"><i class="fa fa-check"></i><b>10.3.1</b> 10.2.1 Breaks</a></li>
<li class="chapter" data-level="10.3.2" data-path="date-time.html"><a href="date-time.html#minor-breaks-1"><i class="fa fa-check"></i><b>10.3.2</b> 10.2.2 Minor breaks</a></li>
<li class="chapter" data-level="10.3.3" data-path="date-time.html"><a href="date-time.html#labels-1"><i class="fa fa-check"></i><b>10.3.3</b> 10.2.3 Labels</a></li>
</ul></li>
<li class="chapter" data-level="10.4" data-path="discrete.html"><a href="discrete.html"><i class="fa fa-check"></i><b>10.4</b> 10.3 Discrete</a>
<ul>
<li class="chapter" data-level="10.4.1" data-path="discrete.html"><a href="discrete.html#limits-1"><i class="fa fa-check"></i><b>10.4.1</b> 10.3.1 Limits</a></li>
<li class="chapter" data-level="10.4.2" data-path="discrete.html"><a href="discrete.html#scale-labels"><i class="fa fa-check"></i><b>10.4.2</b> 10.3.2 Scale labels</a></li>
<li class="chapter" data-level="10.4.3" data-path="discrete.html"><a href="discrete.html#scale-labels-1"><i class="fa fa-check"></i><b>10.4.3</b> 10.3.2 Scale labels</a></li>
<li class="chapter" data-level="10.4.4" data-path="discrete.html"><a href="discrete.html#guide_axis"><i class="fa fa-check"></i><b>10.4.4</b> 10.3.3 <code>guide_axis()</code></a></li>
</ul></li>
<li class="chapter" data-level="10.5" data-path="binned.html"><a href="binned.html"><i class="fa fa-check"></i><b>10.5</b> 10.4 Binned</a></li>
<li class="chapter" data-level="10.6" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html"><i class="fa fa-check"></i><b>10.6</b> ASIDE - <code>geom_sf()</code> + limits</a>
<ul>
<li class="chapter" data-level="10.6.1" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html#example-from-twitter"><i class="fa fa-check"></i><b>10.6.1</b> Example from Twitter:</a></li>
<li class="chapter" data-level="10.6.2" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html#reprexes-from-ryan-s"><i class="fa fa-check"></i><b>10.6.2</b> Reprexes from Ryan S:</a></li>
<li class="chapter" data-level="10.6.3" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html#further-exploration"><i class="fa fa-check"></i><b>10.6.3</b> Further exploration</a></li>
<li class="chapter" data-level="10.6.4" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html#internals"><i class="fa fa-check"></i><b>10.6.4</b> Internals</a></li>
</ul></li>
<li class="chapter" data-level="10.7" data-path="meeting-videos-9.html"><a href="meeting-videos-9.html"><i class="fa fa-check"></i><b>10.7</b> Meeting Videos</a>
<ul>
<li class="chapter" data-level="10.7.1" data-path="meeting-videos-9.html"><a href="meeting-videos-9.html#cohort-1-9"><i class="fa fa-check"></i><b>10.7.1</b> Cohort 1</a></li>
<li class="chapter" data-level="" data-path="preliminaries-asides.html"><a href="preliminaries-asides.html"><i class="fa fa-check"></i>Preliminaries / asides</a></li>
<li class="chapter" data-level="" data-path="introduction-5.html"><a href="introduction-5.html"><i class="fa fa-check"></i>Introduction</a></li>
<li class="chapter" data-level="" data-path="themes-to-discuss.html"><a href="themes-to-discuss.html"><i class="fa fa-check"></i>Themes to discuss</a></li>
<li class="chapter" data-level="" data-path="numeric-position-scales.html"><a href="numeric-position-scales.html"><i class="fa fa-check"></i>Numeric position scales</a></li>
<li class="chapter" data-level="" data-path="numeric-position-scales-limits.html"><a href="numeric-position-scales-limits.html"><i class="fa fa-check"></i>Numeric position scales: Limits</a></li>
<li class="chapter" data-level="" data-path="zooming-in.html"><a href="zooming-in.html"><i class="fa fa-check"></i>Zooming in</a></li>
<li class="chapter" data-level="" data-path="visual-range-expansion.html"><a href="visual-range-expansion.html"><i class="fa fa-check"></i>Visual range expansion</a></li>
<li class="chapter" data-level="" data-path="breaks.html"><a href="breaks.html"><i class="fa fa-check"></i>Breaks</a></li>
<li class="chapter" data-level="" data-path="minor-breaks.html"><a href="minor-breaks.html"><i class="fa fa-check"></i>Minor breaks</a></li>
<li class="chapter" data-level="" data-path="labels.html"><a href="labels.html"><i class="fa fa-check"></i>Labels</a></li>
<li class="chapter" data-level="" data-path="transformations.html"><a href="transformations.html"><i class="fa fa-check"></i>Transformations</a></li>
<li class="chapter" data-level="" data-path="date-time.html"><a href="date-time.html"><i class="fa fa-check"></i>Date-time</a></li>
<li class="chapter" data-level="" data-path="breaks-1.html"><a href="breaks-1.html"><i class="fa fa-check"></i>Breaks</a></li>
<li class="chapter" data-level="" data-path="labels-1.html"><a href="labels-1.html"><i class="fa fa-check"></i>Labels</a></li>
<li class="chapter" data-level="" data-path="discrete-position-scales.html"><a href="discrete-position-scales.html"><i class="fa fa-check"></i>Discrete position scales</a></li>
<li class="chapter" data-level="" data-path="limits-breaks-labels.html"><a href="limits-breaks-labels.html"><i class="fa fa-check"></i>Limits, breaks, labels</a></li>
<li class="chapter" data-level="" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html"><i class="fa fa-check"></i>ASIDE - <code>geom_sf()</code> + limits</a>
<ul>
<li class="chapter" data-level="" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html#example-from-twitter"><i class="fa fa-check"></i>Example from Twitter:</a></li>
<li class="chapter" data-level="" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html#reprexes-from-ryan-s"><i class="fa fa-check"></i>Reprexes from Ryan S:</a></li>
<li class="chapter" data-level="" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html#further-exploration"><i class="fa fa-check"></i>Further exploration</a></li>
<li class="chapter" data-level="" data-path="aside---geom_sf-limits.html"><a href="aside---geom_sf-limits.html#internals"><i class="fa fa-check"></i>Internals</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="meeting-videos-9.html"><a href="meeting-videos-9.html"><i class="fa fa-check"></i>Meeting Videos</a>
<ul>
<li class="chapter" data-level="10.0.1" data-path="meeting-videos-9.html"><a href="meeting-videos-9.html#cohort-1-9"><i class="fa fa-check"></i><b>10.0.1</b> Cohort 1</a></li>
</ul></li>
</ul></li>
<li class="chapter" data-level="11" data-path="colour-scales-and-legends.html"><a href="colour-scales-and-legends.html"><i class="fa fa-check"></i><b>11</b> Colour Scales and Legends</a>
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<li class="chapter" data-level="13.1" data-path="building-a-plot.html"><a href="building-a-plot.html"><i class="fa fa-check"></i><b>13.1</b> Building a plot</a></li>
<li class="chapter" data-level="13.2" data-path="data.html"><a href="data.html"><i class="fa fa-check"></i><b>13.2</b> Data</a>
<ul>
<li class="chapter" data-level="13.2.1" data-path="data.html"><a href="data.html#exercises-2"><i class="fa fa-check"></i><b>13.2.1</b> Exercises</a></li>
<li class="chapter" data-level="13.2.1" data-path="data.html"><a href="data.html#exercises"><i class="fa fa-check"></i><b>13.2.1</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="13.3" data-path="aesthetic-mappings.html"><a href="aesthetic-mappings.html"><i class="fa fa-check"></i><b>13.3</b> Aesthetic mappings</a>
<ul>
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</ul></li>
<li class="chapter" data-level="13.4" data-path="geoms-1.html"><a href="geoms-1.html"><i class="fa fa-check"></i><b>13.4</b> Geoms</a>
<ul>
<li class="chapter" data-level="13.4.1" data-path="geoms-1.html"><a href="geoms-1.html#exercises-3"><i class="fa fa-check"></i><b>13.4.1</b> Exercises</a></li>
<li class="chapter" data-level="13.4.1" data-path="geoms-1.html"><a href="geoms-1.html#exercises-1"><i class="fa fa-check"></i><b>13.4.1</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="13.5" data-path="stats.html"><a href="stats.html"><i class="fa fa-check"></i><b>13.5</b> Stats</a>
<ul>
<li class="chapter" data-level="13.5.1" data-path="stats.html"><a href="stats.html#generated-variables-from-the-stat_...-functions"><i class="fa fa-check"></i><b>13.5.1</b> Generated variables from the <code>stat_...()</code> functions</a></li>
<li class="chapter" data-level="13.5.2" data-path="stats.html"><a href="stats.html#exercises-4"><i class="fa fa-check"></i><b>13.5.2</b> Exercises</a></li>
<li class="chapter" data-level="13.5.2" data-path="stats.html"><a href="stats.html#exercises-2"><i class="fa fa-check"></i><b>13.5.2</b> Exercises</a></li>
</ul></li>
<li class="chapter" data-level="13.6" data-path="position-adjustments.html"><a href="position-adjustments.html"><i class="fa fa-check"></i><b>13.6</b> Position adjustments</a></li>
<li class="chapter" data-level="13.7" data-path="meeting-videos-12.html"><a href="meeting-videos-12.html"><i class="fa fa-check"></i><b>13.7</b> Meeting Videos</a>
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</ul></li>
<li class="chapter" data-level="15" data-path="coordinate-systems.html"><a href="coordinate-systems.html"><i class="fa fa-check"></i><b>15</b> Coordinate systems</a>
<ul>
<li class="chapter" data-level="15.1" data-path="introduction-5.html"><a href="introduction-5.html"><i class="fa fa-check"></i><b>15.1</b> Introduction</a></li>
<li class="chapter" data-level="15.1" data-path="introduction-6.html"><a href="introduction-6.html"><i class="fa fa-check"></i><b>15.1</b> Introduction</a></li>
<li class="chapter" data-level="15.2" data-path="linear-coordinate-systems.html"><a href="linear-coordinate-systems.html"><i class="fa fa-check"></i><b>15.2</b> Linear coordinate systems</a></li>
<li class="chapter" data-level="15.3" data-path="non-linear-coordinate-systems.html"><a href="non-linear-coordinate-systems.html"><i class="fa fa-check"></i><b>15.3</b> Non-linear coordinate systems</a>
<ul>
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</ul></li>
<li class="chapter" data-level="22" data-path="mastering-the-grammar.html"><a href="mastering-the-grammar.html"><i class="fa fa-check"></i><b>22</b> Mastering the Grammar</a>
<ul>
<li class="chapter" data-level="22.1" data-path="introduction-6.html"><a href="introduction-6.html"><i class="fa fa-check"></i><b>22.1</b> Introduction</a></li>
<li class="chapter" data-level="22.1" data-path="introduction-7.html"><a href="introduction-7.html"><i class="fa fa-check"></i><b>22.1</b> Introduction</a></li>
<li class="chapter" data-level="22.2" data-path="building-a-scatterplot.html"><a href="building-a-scatterplot.html"><i class="fa fa-check"></i><b>22.2</b> Building a scatterplot</a></li>
<li class="chapter" data-level="22.3" data-path="scaling.html"><a href="scaling.html"><i class="fa fa-check"></i><b>22.3</b> Scaling</a></li>
<li class="chapter" data-level="22.4" data-path="adding-complexity-faceting-coordinates-hierarchy-of-defaults.html"><a href="adding-complexity-faceting-coordinates-hierarchy-of-defaults.html"><i class="fa fa-check"></i><b>22.4</b> Adding complexity; faceting, coordinates, hierarchy of defaults</a></li>
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