Monthly small multiples: twelve regions, 24 years

Time series charts in CanvasXpress show how values change over calendar time: annual, monthly and daily series as lines, step lines, areas, columns and small multiples, with confidence bands, projections, shaded periods, event callouts, dual axes and direct end labels. These examples recreate editorial chart idioms (the Datawrapper reference set) with synthetic data and publication-style themes; every one of them is an ordinary Scatter2D, Line, Area, AreaLine, Bar, BarLine or Stacked configuration, so the same options apply to your own dated data.


Economist GGPlot Excel Paul Tol Black And White Solarized Stata Tableau Wall Street CanvasXpress
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         "title" : "House prices in the U.K.",
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            ]
         },
         "z" : {
            "Region" : [
               "East Midlands",
               "East of England",
               "England",
               "London",
               "North East",
               "North West",
               "Northern Ireland",
               "Scotland",
               "South East",
               "South West",
               "United Kingdom",
               "Wales",
               "West Midlands Region",
               "Yorkshire and The Humber"
            ]
         }
      }

      // Create the configuration for the graph
      var config = {
         "graphType" : "Area",
         "theme" : "editorial",
         "title" : "House prices in the U.K.",
         "subtitle" : "Average prices of residential properties in Scotland, Wales, Northern Ireland, and the nine regions of England.",
         "segregateVariablesBy" : [
            "Region"
         ],
         "layoutType" : "wrap",
         "showLegend" : false,
         "colors" : [
            "#4477aa",
            "#4477aa",
            "#4477aa",
            "#4477aa",
            "#4477aa",
            "#4477aa",
            "#4477aa",
            "#4477aa",
            "#c4c4c4",
            "#4477aa",
            "#4477aa",
            "#4477aa",
            "#4477aa",
            "#4477aa"
         ],
         "colorScheme" : "User",
         "numberFormat" : {
            "style" : "compact",
            "prefix" : "£",
            "decimals" : 0
         },
         "source" : "U.K. Government",
         "sourceUrl" : "https://www.gov.uk/government/collections/uk-house-price-index-reports",
         "byline" : "Chart: CanvasXpress",
         "showDataDownload" : true,
         "graphOrientation" : "vertical",
         "xAxisTitle" : "",
         "smpTitle" : "",
         "xAxisTicks" : 3,
         "tooltipNumberFormat" : {
            "style" : "currency",
            "currency" : "GBP",
            "locale" : "en-GB",
            "decimals" : 0
         },
         "layoutTopology" : "5X3",
         "stripBackgroundColor" : "rgba(255,255,255,0)",
         "stripTextAlign" : "left",
         "stripTextColor" : "#374151",
         "isGraphTime" : true,
         "timeFormat" : "year",
         "smpLabelInterval" : 8,
         "smpTextScaleFontFactor" : 0.8,
         "xAxisTextScaleFontFactor" : 0.8,
         "showDataValues" : true,
         "dataValuesFrequency" : "auto",
         "dataLabelNumberFormat" : {
            "style" : "currency",
            "currency" : "GBP",
            "locale" : "en-GB",
            "decimals" : 0
         },
         "dataTextScaleFontFactor" : 0.7
      }

      // Event used to create graph (optional)
      var events = false

            // Call the CanvasXpress function to create the graph
      var cX = new CanvasXpress("canvasId", data, config, events);

    </script>

  </body>

</html>
from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import show_in_browser

if __name__ == "__main__":
  # Define the chart with its data and configuration
  chart: CanvasXpress = CanvasXpress(
    render_to = "timeseries23",
    data = {
      "y": {
        "vars": ["East Midlands", "East of England", "England", "London", "North East", "North West", "Northern Ireland", "Scotland", "South East", "South West", "United Kingdom", "Wales", "West Midlands Region", "Yorkshire and The Humber"],
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        ]
      },
      "z": {
        "Region": ["East Midlands", "East of England", "England", "London", "North East", "North West", "Northern Ireland", "Scotland", "South East", "South West", "United Kingdom", "Wales", "West Midlands Region", "Yorkshire and The Humber"]
      }
    },
    config = {
      "graphType": "Area",
      "theme": "editorial",
      "title": "House prices in the U.K.",
      "subtitle": "Average prices of residential properties in Scotland, Wales, Northern Ireland, and the nine regions of England.",
      "segregateVariablesBy": ["Region"],
      "layoutType": "wrap",
      "showLegend": False,
      "colors": ["#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#c4c4c4", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa"],
      "colorScheme": "User",
      "numberFormat": {
        "style": "compact",
        "prefix": "£",
        "decimals": 0
      },
      "source": "U.K. Government",
      "sourceUrl": "https://www.gov.uk/government/collections/uk-house-price-index-reports",
      "byline": "Chart: CanvasXpress",
      "showDataDownload": True,
      "graphOrientation": "vertical",
      "xAxisTitle": "",
      "smpTitle": "",
      "xAxisTicks": 3,
      "tooltipNumberFormat": {
        "style": "currency",
        "currency": "GBP",
        "locale": "en-GB",
        "decimals": 0
      },
      "layoutTopology": "5X3",
      "stripBackgroundColor": "rgba(255,255,255,0)",
      "stripTextAlign": "left",
      "stripTextColor": "#374151",
      "isGraphTime": True,
      "timeFormat": "year",
      "smpLabelInterval": 8,
      "smpTextScaleFontFactor": 0.8,
      "xAxisTextScaleFontFactor": 0.8,
      "showDataValues": True,
      "dataValuesFrequency": "auto",
      "dataLabelNumberFormat": {
        "style": "currency",
        "currency": "GBP",
        "locale": "en-GB",
        "decimals": 0
      },
      "dataTextScaleFontFactor": 0.7
    },
    width = 760,
    height = 1000
  )

  # Display the chart in its own Web page
  show_in_browser(chart)
Run this notebook: Open in Binder
from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import graph

graph(
  CanvasXpress(
    render_to = "timeseries23",
    data = {
      "y": {
        "vars": ["East Midlands", "East of England", "England", "London", "North East", "North West", "Northern Ireland", "Scotland", "South East", "South West", "United Kingdom", "Wales", "West Midlands Region", "Yorkshire and The Humber"],
        "smps": ["2000-01-01", "2000-02-01", "2000-03-01", "2000-04-01", "2000-05-01", "2000-06-01", "2000-07-01", "2000-08-01", "2000-09-01", "2000-10-01", "2000-11-01", "2000-12-01", "2001-01-01", "2001-02-01", "2001-03-01", "2001-04-01", "2001-05-01", "2001-06-01", "2001-07-01", "2001-08-01", "2001-09-01", "2001-10-01", "2001-11-01", "2001-12-01", "2002-01-01", "2002-02-01", "2002-03-01", "2002-04-01", "2002-05-01", "2002-06-01", "2002-07-01", "2002-08-01", "2002-09-01", "2002-10-01", "2002-11-01", "2002-12-01", "2003-01-01", "2003-02-01", "2003-03-01", "2003-04-01", "2003-05-01", "2003-06-01", "2003-07-01", "2003-08-01", "2003-09-01", "2003-10-01", "2003-11-01", "2003-12-01", "2004-01-01", "2004-02-01", "2004-03-01", "2004-04-01", "2004-05-01", "2004-06-01", "2004-07-01", "2004-08-01", "2004-09-01", "2004-10-01", "2004-11-01", "2004-12-01", "2005-01-01", "2005-02-01", "2005-03-01", "2005-04-01", "2005-05-01", "2005-06-01", "2005-07-01", "2005-08-01", "2005-09-01", "2005-10-01", "2005-11-01", "2005-12-01", "2006-01-01", "2006-02-01", "2006-03-01", "2006-04-01", "2006-05-01", "2006-06-01", "2006-07-01", "2006-08-01", "2006-09-01", "2006-10-01", "2006-11-01", "2006-12-01", "2007-01-01", "2007-02-01", "2007-03-01", "2007-04-01", "2007-05-01", "2007-06-01", "2007-07-01", "2007-08-01", "2007-09-01", "2007-10-01", "2007-11-01", "2007-12-01", "2008-01-01", "2008-02-01", "2008-03-01", "2008-04-01", "2008-05-01", "2008-06-01", "2008-07-01", "2008-08-01", "2008-09-01", "2008-10-01", "2008-11-01", "2008-12-01", "2009-01-01", "2009-02-01", "2009-03-01", "2009-04-01", "2009-05-01", "2009-06-01", "2009-07-01", "2009-08-01", "2009-09-01", "2009-10-01", "2009-11-01", "2009-12-01", "2010-01-01", "2010-02-01", "2010-03-01", "2010-04-01", "2010-05-01", "2010-06-01", "2010-07-01", "2010-08-01", "2010-09-01", "2010-10-01", "2010-11-01", "2010-12-01", "2011-01-01", "2011-02-01", "2011-03-01", "2011-04-01", "2011-05-01", "2011-06-01", "2011-07-01", "2011-08-01", "2011-09-01", "2011-10-01", "2011-11-01", "2011-12-01", "2012-01-01", "2012-02-01", "2012-03-01", "2012-04-01", "2012-05-01", "2012-06-01", "2012-07-01", "2012-08-01", "2012-09-01", "2012-10-01", "2012-11-01", "2012-12-01", "2013-01-01", "2013-02-01", "2013-03-01", "2013-04-01", "2013-05-01", "2013-06-01", "2013-07-01", "2013-08-01", "2013-09-01", "2013-10-01", "2013-11-01", "2013-12-01", "2014-01-01", "2014-02-01", "2014-03-01", "2014-04-01", "2014-05-01", "2014-06-01", "2014-07-01", "2014-08-01", "2014-09-01", "2014-10-01", "2014-11-01", "2014-12-01", "2015-01-01", "2015-02-01", "2015-03-01", "2015-04-01", "2015-05-01", "2015-06-01", "2015-07-01", "2015-08-01", "2015-09-01", "2015-10-01", "2015-11-01", "2015-12-01", "2016-01-01", "2016-02-01", "2016-03-01", "2016-04-01", "2016-05-01", "2016-06-01", "2016-07-01", "2016-08-01", "2016-09-01", "2016-10-01", "2016-11-01", "2016-12-01", "2017-01-01", "2017-02-01", "2017-03-01", "2017-04-01", "2017-05-01", "2017-06-01", "2017-07-01", "2017-08-01", "2017-09-01", "2017-10-01", "2017-11-01", "2017-12-01", "2018-01-01", "2018-02-01", "2018-03-01", "2018-04-01", "2018-05-01", "2018-06-01", "2018-07-01", "2018-08-01", "2018-09-01", "2018-10-01", "2018-11-01", "2018-12-01", "2019-01-01", "2019-02-01", "2019-03-01", "2019-04-01", "2019-05-01", "2019-06-01", "2019-07-01", "2019-08-01", "2019-09-01", "2019-10-01", "2019-11-01", "2019-12-01", "2020-01-01", "2020-02-01", "2020-03-01", "2020-04-01", "2020-05-01", "2020-06-01", "2020-07-01", "2020-08-01", "2020-09-01", "2020-10-01", "2020-11-01", "2020-12-01", "2021-01-01", "2021-02-01", "2021-03-01", "2021-04-01", "2021-05-01", "2021-06-01", "2021-07-01", "2021-08-01", "2021-09-01", "2021-10-01", "2021-11-01", "2021-12-01", "2022-01-01", "2022-02-01", "2022-03-01", "2022-04-01", "2022-05-01", "2022-06-01", "2022-07-01", "2022-08-01", "2022-09-01", "2022-10-01", "2022-11-01", "2022-12-01", "2023-01-01", "2023-02-01", "2023-03-01", "2023-04-01", "2023-05-01", "2023-06-01", "2023-07-01", "2023-08-01", "2023-09-01", "2023-10-01", "2023-11-01"],
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      },
      "z": {
        "Region": ["East Midlands", "East of England", "England", "London", "North East", "North West", "Northern Ireland", "Scotland", "South East", "South West", "United Kingdom", "Wales", "West Midlands Region", "Yorkshire and The Humber"]
      }
    },
    config = {
      "graphType": "Area",
      "theme": "editorial",
      "title": "House prices in the U.K.",
      "subtitle": "Average prices of residential properties in Scotland, Wales, Northern Ireland, and the nine regions of England.",
      "segregateVariablesBy": ["Region"],
      "layoutType": "wrap",
      "showLegend": False,
      "colors": ["#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#c4c4c4", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa"],
      "colorScheme": "User",
      "numberFormat": {
        "style": "compact",
        "prefix": "£",
        "decimals": 0
      },
      "source": "U.K. Government",
      "sourceUrl": "https://www.gov.uk/government/collections/uk-house-price-index-reports",
      "byline": "Chart: CanvasXpress",
      "showDataDownload": True,
      "graphOrientation": "vertical",
      "xAxisTitle": "",
      "smpTitle": "",
      "xAxisTicks": 3,
      "tooltipNumberFormat": {
        "style": "currency",
        "currency": "GBP",
        "locale": "en-GB",
        "decimals": 0
      },
      "layoutTopology": "5X3",
      "stripBackgroundColor": "rgba(255,255,255,0)",
      "stripTextAlign": "left",
      "stripTextColor": "#374151",
      "isGraphTime": True,
      "timeFormat": "year",
      "smpLabelInterval": 8,
      "smpTextScaleFontFactor": 0.8,
      "xAxisTextScaleFontFactor": 0.8,
      "showDataValues": True,
      "dataValuesFrequency": "auto",
      "dataLabelNumberFormat": {
        "style": "currency",
        "currency": "GBP",
        "locale": "en-GB",
        "decimals": 0
      },
      "dataTextScaleFontFactor": 0.7
    },
    width = 760,
    height = 1000
  )
)
using CanvasXpress

canvasxpress(Dict(
  "y" => Dict(
    "vars" => ["East Midlands", "East of England", "England", "London", "North East", "North West", "Northern Ireland", "Scotland", "South East", "South West", "United Kingdom", "Wales", "West Midlands Region", "Yorkshire and The Humber"],
    "smps" => ["2000-01-01", "2000-02-01", "2000-03-01", "2000-04-01", "2000-05-01", "2000-06-01", "2000-07-01", "2000-08-01", "2000-09-01", "2000-10-01", "2000-11-01", "2000-12-01", "2001-01-01", "2001-02-01", "2001-03-01", "2001-04-01", "2001-05-01", "2001-06-01", "2001-07-01", "2001-08-01", "2001-09-01", "2001-10-01", "2001-11-01", "2001-12-01", "2002-01-01", "2002-02-01", "2002-03-01", "2002-04-01", "2002-05-01", "2002-06-01", "2002-07-01", "2002-08-01", "2002-09-01", "2002-10-01", "2002-11-01", "2002-12-01", "2003-01-01", "2003-02-01", "2003-03-01", "2003-04-01", "2003-05-01", "2003-06-01", "2003-07-01", "2003-08-01", "2003-09-01", "2003-10-01", "2003-11-01", "2003-12-01", "2004-01-01", "2004-02-01", "2004-03-01", "2004-04-01", "2004-05-01", "2004-06-01", "2004-07-01", "2004-08-01", "2004-09-01", "2004-10-01", "2004-11-01", "2004-12-01", "2005-01-01", "2005-02-01", "2005-03-01", "2005-04-01", "2005-05-01", "2005-06-01", "2005-07-01", "2005-08-01", "2005-09-01", "2005-10-01", "2005-11-01", "2005-12-01", "2006-01-01", "2006-02-01", "2006-03-01", "2006-04-01", "2006-05-01", "2006-06-01", "2006-07-01", "2006-08-01", "2006-09-01", "2006-10-01", "2006-11-01", "2006-12-01", "2007-01-01", "2007-02-01", "2007-03-01", "2007-04-01", "2007-05-01", "2007-06-01", "2007-07-01", "2007-08-01", "2007-09-01", "2007-10-01", "2007-11-01", "2007-12-01", "2008-01-01", "2008-02-01", "2008-03-01", "2008-04-01", "2008-05-01", "2008-06-01", "2008-07-01", "2008-08-01", "2008-09-01", "2008-10-01", "2008-11-01", "2008-12-01", "2009-01-01", "2009-02-01", "2009-03-01", "2009-04-01", "2009-05-01", "2009-06-01", "2009-07-01", "2009-08-01", "2009-09-01", "2009-10-01", "2009-11-01", "2009-12-01", "2010-01-01", "2010-02-01", "2010-03-01", "2010-04-01", "2010-05-01", "2010-06-01", "2010-07-01", "2010-08-01", "2010-09-01", "2010-10-01", "2010-11-01", "2010-12-01", "2011-01-01", "2011-02-01", "2011-03-01", "2011-04-01", "2011-05-01", "2011-06-01", "2011-07-01", "2011-08-01", "2011-09-01", "2011-10-01", "2011-11-01", "2011-12-01", "2012-01-01", "2012-02-01", "2012-03-01", "2012-04-01", "2012-05-01", "2012-06-01", "2012-07-01", "2012-08-01", "2012-09-01", "2012-10-01", "2012-11-01", "2012-12-01", "2013-01-01", "2013-02-01", "2013-03-01", "2013-04-01", "2013-05-01", "2013-06-01", "2013-07-01", "2013-08-01", "2013-09-01", "2013-10-01", "2013-11-01", "2013-12-01", "2014-01-01", "2014-02-01", "2014-03-01", "2014-04-01", "2014-05-01", "2014-06-01", "2014-07-01", "2014-08-01", "2014-09-01", "2014-10-01", "2014-11-01", "2014-12-01", "2015-01-01", "2015-02-01", "2015-03-01", "2015-04-01", "2015-05-01", "2015-06-01", "2015-07-01", "2015-08-01", "2015-09-01", "2015-10-01", "2015-11-01", "2015-12-01", "2016-01-01", "2016-02-01", "2016-03-01", "2016-04-01", "2016-05-01", "2016-06-01", "2016-07-01", "2016-08-01", "2016-09-01", "2016-10-01", "2016-11-01", "2016-12-01", "2017-01-01", "2017-02-01", "2017-03-01", "2017-04-01", "2017-05-01", "2017-06-01", "2017-07-01", "2017-08-01", "2017-09-01", "2017-10-01", "2017-11-01", "2017-12-01", "2018-01-01", "2018-02-01", "2018-03-01", "2018-04-01", "2018-05-01", "2018-06-01", "2018-07-01", "2018-08-01", "2018-09-01", "2018-10-01", "2018-11-01", "2018-12-01", "2019-01-01", "2019-02-01", "2019-03-01", "2019-04-01", "2019-05-01", "2019-06-01", "2019-07-01", "2019-08-01", "2019-09-01", "2019-10-01", "2019-11-01", "2019-12-01", "2020-01-01", "2020-02-01", "2020-03-01", "2020-04-01", "2020-05-01", "2020-06-01", "2020-07-01", "2020-08-01", "2020-09-01", "2020-10-01", "2020-11-01", "2020-12-01", "2021-01-01", "2021-02-01", "2021-03-01", "2021-04-01", "2021-05-01", "2021-06-01", "2021-07-01", "2021-08-01", "2021-09-01", "2021-10-01", "2021-11-01", "2021-12-01", "2022-01-01", "2022-02-01", "2022-03-01", "2022-04-01", "2022-05-01", "2022-06-01", "2022-07-01", "2022-08-01", "2022-09-01", "2022-10-01", "2022-11-01", "2022-12-01", "2023-01-01", "2023-02-01", "2023-03-01", "2023-04-01", "2023-05-01", "2023-06-01", "2023-07-01", "2023-08-01", "2023-09-01", "2023-10-01", "2023-11-01"],
    "data" => [
      [58080, 58575, 59228, 60889, 61430, 62425, 63474, 64055, 64880, 63967, 64608, 65237, 65725, 65598, 65928, 67974, 69038, 70033, 70796, 72186, 72637, 73333, 74391, 75378, 75280, 76450, 78292, 80083, 82643, 84539, 88192, 91058, 91480, 93898, 96949, 98179, 100132, 102378, 101518, 106466, 108677, 109587, 111648, 114593, 114575, 116408, 117723, 118022, 119411, 120237, 121241, 125676, 128522, 130950, 133637, 136148, 137141, 136872, 138554, 137765, 135281, 136774, 137121, 138634, 140205, 139707, 141437, 142518, 141382, 142601, 142597, 142296, 140443, 140814, 141418, 145425, 145116, 146426, 149079, 149752, 148304, 149835, 150106, 151841, 151360, 152008, 152595, 154051, 154459, 156216, 157902, 159023, 159537, 157562, 157962, 157244, 153065, 153034, 152241, 152448, 152126, 151545, 150970, 146193, 142592, 140155, 134902, 134826, 131716, 129876, 129915, 130372, 129878, 133112, 134249, 136342, 136490, 138349, 138539, 140587, 136462, 139602, 137857, 139450, 141760, 142143, 142973, 144010, 142087, 141097, 139935, 139103, 136418, 137220, 136388, 137100, 137464, 137793, 140060, 140623, 138920, 137499, 137839, 138723, 136369, 136102, 137025, 138440, 138251, 139459, 140983, 139793, 139262, 139395, 139511, 138977, 137537, 137599, 138562, 139314, 141012, 141367, 142534, 144030, 143553, 144444, 143522, 145942, 145261, 146741, 146448, 149319, 150008, 151454, 152658, 155033, 155263, 154170, 154009, 153904, 153669, 154210, 154728, 155680, 157709, 158960, 161180, 163208, 162174, 163771, 164460, 165081, 164946, 164383, 165175, 167913, 168771, 170091, 171782, 172649, 173272, 172479, 173872, 174665, 172959, 175110, 174956, 177942, 178966, 180204, 183172, 182763, 183816, 184044, 183974, 184942, 184574, 187235, 184845, 187276, 188826, 189259, 191231, 192610, 194049, 191666, 192979, 191694, 191237, 190990, 190586, 191571, 191927, 192029, 193480, 195345, 194867, 194705, 194873, 194489, 195100, 193480, 195701, 195185, 194596, 198494, 200434, 200918, 201616, 204424, 207054, 209567, 211091, 212764, 213897, 211665, 211871, 224919, 212160, 218318, 227212, 223137, 225982, 228147, 231315, 232650, 234542, 236677, 239175, 242753, 244715, 249539, 249988, 249959, 251161, 251466, 247384, 245575, 242862, 243103, 242381, 247237, 247247, 250772, 249003, 245580, 243577],
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  ),
  "z" => Dict(
    "Region" => ["East Midlands", "East of England", "England", "London", "North East", "North West", "Northern Ireland", "Scotland", "South East", "South West", "United Kingdom", "Wales", "West Midlands Region", "Yorkshire and The Humber"]
  )
);
  graphType = "Area",
  theme = "editorial",
  title = "House prices in the U.K.",
  subtitle = "Average prices of residential properties in Scotland, Wales, Northern Ireland, and the nine regions of England.",
  segregateVariablesBy = ["Region"],
  layoutType = "wrap",
  showLegend = false,
  colors = ["#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#c4c4c4", "#4477aa", "#4477aa", "#4477aa", "#4477aa", "#4477aa"],
  colorScheme = "User",
  numberFormat = Dict(
    "style" => "compact",
    "prefix" => "£",
    "decimals" => 0
  ),
  source = "U.K. Government",
  sourceUrl = "https://www.gov.uk/government/collections/uk-house-price-index-reports",
  byline = "Chart: CanvasXpress",
  showDataDownload = true,
  graphOrientation = "vertical",
  xAxisTitle = "",
  smpTitle = "",
  xAxisTicks = 3,
  tooltipNumberFormat = Dict(
    "style" => "currency",
    "currency" => "GBP",
    "locale" => "en-GB",
    "decimals" => 0
  ),
  layoutTopology = "5X3",
  stripBackgroundColor = "rgba(255,255,255,0)",
  stripTextAlign = "left",
  stripTextColor = "#374151",
  isGraphTime = true,
  timeFormat = "year",
  smpLabelInterval = 8,
  smpTextScaleFontFactor = 0.8,
  xAxisTextScaleFontFactor = 0.8,
  showDataValues = true,
  dataValuesFrequency = "auto",
  dataLabelNumberFormat = Dict(
    "style" => "currency",
    "currency" => "GBP",
    "locale" => "en-GB",
    "decimals" => 0
  ),
  dataTextScaleFontFactor = 0.7
)
⇧