Hot days versus frost days per year, step lines

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 = "timeseries6",
    data = {
      "y": {
        "vars": ["p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "p16", "p17", "p18", "p19", "p20", "p21", "p22", "p23", "p24", "p25", "p26", "p27", "p28", "p29", "p30", "p31", "p32", "p33", "p34", "p35", "p36", "p37", "p38", "p39", "p40", "p41", "p42", "p43", "p44", "p45", "p46", "p47", "p48", "p49", "p50", "p51", "p52", "p53", "p54", "p55", "p56", "p57", "p58", "p59", "p60", "p61", "p62", "p63", "p64", "p65", "p66", "p67", "p68", "p69", "p70", "p71", "p72", "p73", "p74", "p75", "p76", "p77", "p78", "p79", "p80", "p81", "p82", "p83", "p84", "p85", "p86", "p87", "p88", "p89", "p90", "p91", "p92", "p93", "p94", "p95", "p96", "p97", "p98", "p99", "p100", "p101", "p102", "p103", "p104", "p105", "p106", "p107", "p108", "p109", "p110", "p111", "p112", "p113", "p114", "p115", "p116", "p117", "p118", "p119", "p120", "p121", "p122", "p123", "p124", "p125", "p126", "p127", "p128", "p129", "p130", "p131", "p132", "p133", "p134", "p135", "p136", "p137", "p138", "p139", "p140", "p141", "p142", "p143", "p144", "p145", "p146", "p147", "p148", "p149", "p150", "p151", "p152", "p153", "p154", "p155", "p156", "p157", "p158", "p159", "p160", "p161", "p162", "p163", "p164", "p165", "p166", "p167", "p168", "p169", "p170", "p171", "p172", "p173", "p174", "p175", "p176", "p177", "p178", "p179", "p180", "p181", "p182", "p183", "p184", "p185", "p186", "p187", "p188", "p189", "p190", "p191", "p192", "p193", "p194", "p195", "p196", "p197", "p198", "p199", "p200", "p201", "p202", "p203", "p204", "p205", "p206", "p207", "p208", "p209", "p210", "p211", "p212", "p213", "p214", "p215", "p216", "p217", "p218", "p219", "p220", "p221", "p222", "p223", "p224", "p225", "p226", "p227", "p228", "p229", "p230", "p231", "p232", "p233", "p234", "p235", "p236", "p237", "p238", "p239", "p240", "p241", "p242", "p243", "p244", "p245", "p246", "p247", "p248", "p249", "p250", "p251", "p252", "p253", "p254", "p255", "p256", "p257", "p258", "p259", "p260", "p261", "p262", "p263", "p264", "p265", "p266", "p267", "p268", "p269", "p270", "p271", "p272", "p273", "p274", "p275", "p276", "p277", "p278", "p279", "p280", "p281", "p282", "p283", "p284", "p285", "p286", "p287", "p288", "p289", "p290", "p291", "p292", "p293", "p294", "p295", "p296", "p297", "p298", "p299", "p300", "p301", "p302", "p303", "p304", "p305", "p306", "p307", "p308", "p309"],
        "smps": ["Year", "Days", "Hi", "Lo"],
        "data": [
          [1950, 0, 180, 0],
          [1951, 0, 180, 0],
          [1952, 0, 180, 0],
          [1953, 0, 180, 0],
          [1954, 0, 180, 0],
          [1955, 0, 180, 0],
          [1956, 0, 180, 0],
          [1957, 0, 180, 0],
          [1958, 0, 180, 0],
          [1959, 0, 180, 0],
          [2013, 0, 180, 0],
          [2014, 0, 180, 0],
          [2015, 0, 180, 0],
          [2016, 0, 180, 0],
          [2017, 0, 180, 0],
          [2018, 0, 180, 0],
          [2019, 0, 180, 0],
          [2020, 0, 180, 0],
          [2021, 0, 180, 0],
          [2022, 0, 180, 0],
          [1950, 118, 118, 118],
          [1950.999, 118, 118, 118],
          [1951, 107, 107, 107],
          [1951.999, 107, 107, 107],
          [1952, 105, 105, 105],
          [1952.999, 105, 105, 105],
          [1953, 102, 102, 102],
          [1953.999, 102, 102, 102],
          [1954, 116, 116, 116],
          [1954.999, 116, 116, 116],
          [1955, 117, 117, 117],
          [1955.999, 117, 117, 117],
          [1956, 117, 117, 117],
          [1956.999, 117, 117, 117],
          [1957, 123, 123, 123],
          [1957.999, 123, 123, 123],
          [1958, 112, 112, 112],
          [1958.999, 112, 112, 112],
          [1959, 124, 124, 124],
          [1959.999, 124, 124, 124],
          [1960, 132, 132, 132],
          [1960.999, 132, 132, 132],
          [1961, 130, 130, 130],
          [1961.999, 130, 130, 130],
          [1962, 139, 139, 139],
          [1962.999, 139, 139, 139],
          [1963, 128, 128, 128],
          [1963.999, 128, 128, 128],
          [1964, 130, 130, 130],
          [1964.999, 130, 130, 130],
          [1965, 121, 121, 121],
          [1965.999, 121, 121, 121],
          [1966, 76, 76, 76],
          [1966.999, 76, 76, 76],
          [1967, 92, 92, 92],
          [1967.999, 92, 92, 92],
          [1968, 103, 103, 103],
          [1968.999, 103, 103, 103],
          [1969, 106, 106, 106],
          [1969.999, 106, 106, 106],
          [1970, 95, 95, 95],
          [1970.999, 95, 95, 95],
          [1971, 98, 98, 98],
          [1971.999, 98, 98, 98],
          [1972, 106, 106, 106],
          [1972.999, 106, 106, 106],
          [1973, 109, 109, 109],
          [1973.999, 109, 109, 109],
          [1974, 105, 105, 105],
          [1974.999, 105, 105, 105],
          [1975, 76, 76, 76],
          [1975.999, 76, 76, 76],
          [1976, 78, 78, 78],
          [1976.999, 78, 78, 78],
          [1977, 80, 80, 80],
          [1977.999, 80, 80, 80],
          [1978, 87, 87, 87],
          [1978.999, 87, 87, 87],
          [1979, 109, 109, 109],
          [1979.999, 109, 109, 109],
          [1980, 116, 116, 116],
          [1980.999, 116, 116, 116],
          [1981, 95, 95, 95],
          [1981.999, 95, 95, 95],
          [1982, 82, 82, 82],
          [1982.999, 82, 82, 82],
          [1983, 99, 99, 99],
          [1983.999, 99, 99, 99],
          [1984, 88, 88, 88],
          [1984.999, 88, 88, 88],
          [1985, 74, 74, 74],
          [1985.999, 74, 74, 74],
          [1986, 86, 86, 86],
          [1986.999, 86, 86, 86],
          [1987, 101, 101, 101],
          [1987.999, 101, 101, 101],
          [1988, 94, 94, 94],
          [1988.999, 94, 94, 94],
          [1989, 106, 106, 106],
          [1989.999, 106, 106, 106],
          [1990, 92, 92, 92],
          [1990.999, 92, 92, 92],
          [1991, 97, 97, 97],
          [1991.999, 97, 97, 97],
          [1992, 96, 96, 96],
          [1992.999, 96, 96, 96],
          [1993, 125, 125, 125],
          [1993.999, 125, 125, 125],
          [1994, 115, 115, 115],
          [1994.999, 115, 115, 115],
          [1995, 95, 95, 95],
          [1995.999, 95, 95, 95],
          [1996, 87, 87, 87],
          [1996.999, 87, 87, 87],
          [1997, 72, 72, 72],
          [1997.999, 72, 72, 72],
          [1998, 99, 99, 99],
          [1998.999, 99, 99, 99],
          [1999, 92, 92, 92],
          [1999.999, 92, 92, 92],
          [2000, 88, 88, 88],
          [2000.999, 88, 88, 88],
          [2001, 100, 100, 100],
          [2001.999, 100, 100, 100],
          [2002, 103, 103, 103],
          [2002.999, 103, 103, 103],
          [2003, 105, 105, 105],
          [2003.999, 105, 105, 105],
          [2004, 105, 105, 105],
          [2004.999, 105, 105, 105],
          [2005, 101, 101, 101],
          [2005.999, 101, 101, 101],
          [2006, 94, 94, 94],
          [2006.999, 94, 94, 94],
          [2007, 88, 88, 88],
          [2007.999, 88, 88, 88],
          [2008, 80, 80, 80],
          [2008.999, 80, 80, 80],
          [2009, 71, 71, 71],
          [2009.999, 71, 71, 71],
          [2010, 60, 60, 60],
          [2010.999, 60, 60, 60],
          [2011, 61, 61, 61],
          [2011.999, 61, 61, 61],
          [2012, 70, 70, 70],
          [2012.999, 70, 70, 70],
          [2013, 64, 64, 64],
          [2013.999, 64, 64, 64],
          [2014, 78, 78, 78],
          [2014.999, 78, 78, 78],
          [2015, 58, 58, 58],
          [2015.999, 58, 58, 58],
          [2016, 76, 76, 76],
          [2016.999, 76, 76, 76],
          [2017, 84, 84, 84],
          [2017.999, 84, 84, 84],
          [2018, 63, 63, 63],
          [2018.999, 63, 63, 63],
          [2019, 60, 60, 60],
          [2019.999, 60, 60, 60],
          [2020, 82, 82, 82],
          [2020.999, 82, 82, 82],
          [2021, 47, 47, 47],
          [2021.999, 47, 47, 47],
          [2022, 73, 73, 73],
          [1950, 66, 66, 66],
          [1950.999, 66, 66, 66],
          [1951, 76, 76, 76],
          [1951.999, 76, 76, 76],
          [1952, 58, 58, 58],
          [1952.999, 58, 58, 58],
          [1953, 56, 56, 56],
          [1953.999, 56, 56, 56],
          [1954, 56, 56, 56],
          [1954.999, 56, 56, 56],
          [1955, 60, 60, 60],
          [1955.999, 60, 60, 60],
          [1956, 86, 86, 86],
          [1956.999, 86, 86, 86],
          [1957, 82, 82, 82],
          [1957.999, 82, 82, 82],
          [1958, 89, 89, 89],
          [1958.999, 89, 89, 89],
          [1959, 72, 72, 72],
          [1959.999, 72, 72, 72],
          [1960, 76, 76, 76],
          [1960.999, 76, 76, 76],
          [1961, 75, 75, 75],
          [1961.999, 75, 75, 75],
          [1962, 70, 70, 70],
          [1962.999, 70, 70, 70],
          [1963, 79, 79, 79],
          [1963.999, 79, 79, 79],
          [1964, 85, 85, 85],
          [1964.999, 85, 85, 85],
          [1965, 76, 76, 76],
          [1965.999, 76, 76, 76],
          [1966, 73, 73, 73],
          [1966.999, 73, 73, 73],
          [1967, 78, 78, 78],
          [1967.999, 78, 78, 78],
          [1968, 71, 71, 71],
          [1968.999, 71, 71, 71],
          [1969, 76, 76, 76],
          [1969.999, 76, 76, 76],
          [1970, 83, 83, 83],
          [1970.999, 83, 83, 83],
          [1971, 94, 94, 94],
          [1971.999, 94, 94, 94],
          [1972, 92, 92, 92],
          [1972.999, 92, 92, 92],
          [1973, 99, 99, 99],
          [1973.999, 99, 99, 99],
          [1974, 99, 99, 99],
          [1974.999, 99, 99, 99],
          [1975, 85, 85, 85],
          [1975.999, 85, 85, 85],
          [1976, 75, 75, 75],
          [1976.999, 75, 75, 75],
          [1977, 83, 83, 83],
          [1977.999, 83, 83, 83],
          [1978, 97, 97, 97],
          [1978.999, 97, 97, 97],
          [1979, 102, 102, 102],
          [1979.999, 102, 102, 102],
          [1980, 98, 98, 98],
          [1980.999, 98, 98, 98],
          [1981, 105, 105, 105],
          [1981.999, 105, 105, 105],
          [1982, 102, 102, 102],
          [1982.999, 102, 102, 102],
          [1983, 101, 101, 101],
          [1983.999, 101, 101, 101],
          [1984, 67, 67, 67],
          [1984.999, 67, 67, 67],
          [1985, 94, 94, 94],
          [1985.999, 94, 94, 94],
          [1986, 90, 90, 90],
          [1986.999, 90, 90, 90],
          [1987, 91, 91, 91],
          [1987.999, 91, 91, 91],
          [1988, 104, 104, 104],
          [1988.999, 104, 104, 104],
          [1989, 109, 109, 109],
          [1989.999, 109, 109, 109],
          [1990, 93, 93, 93],
          [1990.999, 93, 93, 93],
          [1991, 90, 90, 90],
          [1991.999, 90, 90, 90],
          [1992, 92, 92, 92],
          [1992.999, 92, 92, 92],
          [1993, 113, 113, 113],
          [1993.999, 113, 113, 113],
          [1994, 99, 99, 99],
          [1994.999, 99, 99, 99],
          [1995, 107, 107, 107],
          [1995.999, 107, 107, 107],
          [1996, 102, 102, 102],
          [1996.999, 102, 102, 102],
          [1997, 117, 117, 117],
          [1997.999, 117, 117, 117],
          [1998, 106, 106, 106],
          [1998.999, 106, 106, 106],
          [1999, 94, 94, 94],
          [1999.999, 94, 94, 94],
          [2000, 98, 98, 98],
          [2000.999, 98, 98, 98],
          [2001, 111, 111, 111],
          [2001.999, 111, 111, 111],
          [2002, 108, 108, 108],
          [2002.999, 108, 108, 108],
          [2003, 104, 104, 104],
          [2003.999, 104, 104, 104],
          [2004, 81, 81, 81],
          [2004.999, 81, 81, 81],
          [2005, 97, 97, 97],
          [2005.999, 97, 97, 97],
          [2006, 89, 89, 89],
          [2006.999, 89, 89, 89],
          [2007, 87, 87, 87],
          [2007.999, 87, 87, 87],
          [2008, 103, 103, 103],
          [2008.999, 103, 103, 103],
          [2009, 107, 107, 107],
          [2009.999, 107, 107, 107],
          [2010, 110, 110, 110],
          [2010.999, 110, 110, 110],
          [2011, 111, 111, 111],
          [2011.999, 111, 111, 111],
          [2012, 117, 117, 117],
          [2012.999, 117, 117, 117],
          [2013, 117, 117, 117],
          [2013.999, 117, 117, 117],
          [2014, 106, 106, 106],
          [2014.999, 106, 106, 106],
          [2015, 100, 100, 100],
          [2015.999, 100, 100, 100],
          [2016, 110, 110, 110],
          [2016.999, 110, 110, 110],
          [2017, 101, 101, 101],
          [2017.999, 101, 101, 101],
          [2018, 101, 101, 101],
          [2018.999, 101, 101, 101],
          [2019, 105, 105, 105],
          [2019.999, 105, 105, 105],
          [2020, 105, 105, 105],
          [2020.999, 105, 105, 105],
          [2021, 119, 119, 119],
          [2021.999, 119, 119, 119],
          [2022, 112, 112, 112]
        ]
      },
      "z": {
        "Series": ["Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 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"Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)"]
      }
    },
    config = {
      "graphType": "Scatter2D",
      "theme": "bw",
      "xAxis": ["Year"],
      "yAxis": ["Days"],
      "lineBy": "Series",
      "colorBy": "Series",
      "ribbonBy": ["Hi", "Lo"],
      "ribbonByType": "area",
      "lineDecoration": "pattern",
      "linePatterns": ["solid", "solid", "solid", "solid"],
      "colorScheme": "User",
      "colors": ["#5d82a6", "#d9d9d9", "#d9d9d9", "#e66100"],
      "showLegend": False,
      "lineThickness": 2.5,
      "showTransition": False,
      "graphOrientation": "vertical",
      "title": "Hot days are becoming more frequent at the expense of frost days",
      "subtitle": "Days per year at a lowland weather station, 1950–2022",
      "xAxisTitle": "",
      "yAxisTitle": "Days per year",
      "setMinX": 1946,
      "setMaxX": 2026,
      "setMinY": 0,
      "setMaxY": 180,
      "xAxisTicks": 8,
      "decorations": {
        "marker": [
          {
            "sample": ["Year", "Days"],
            "variable": "p100",
            "text": "In the last ten years there were on average\na whole month more summer days\nthan in the 1950s…",
            "x": 0.5,
            "y": 0.1,
            "type": "text",
            "color": "#e66100"
          },
          {
            "sample": ["Year", "Days"],
            "variable": "p110",
            "text": "…and three weeks fewer frost days.",
            "x": 0.5,
            "y": 0.93,
            "type": "text",
            "color": "#3b6a98"
          }
        ]
      },
      "source": "Synthetic data for illustration",
      "byline": "Chart: CanvasXpress",
      "showDataDownload": False
    },
    width = 760,
    height = 600
  )

  # Display the chart in its own Web page
  show_in_browser(chart)

Run this notebook:

from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import graph

graph(
  CanvasXpress(
    render_to = "timeseries6",
    data = {
      "y": {
        "vars": ["p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "p16", "p17", "p18", "p19", "p20", "p21", "p22", "p23", "p24", "p25", "p26", "p27", "p28", "p29", "p30", "p31", "p32", "p33", "p34", "p35", "p36", "p37", "p38", "p39", "p40", "p41", "p42", "p43", "p44", "p45", "p46", "p47", "p48", "p49", "p50", "p51", "p52", "p53", "p54", "p55", "p56", "p57", "p58", "p59", "p60", "p61", "p62", "p63", "p64", "p65", "p66", "p67", "p68", "p69", "p70", "p71", "p72", "p73", "p74", "p75", "p76", "p77", "p78", "p79", "p80", "p81", "p82", "p83", "p84", "p85", "p86", "p87", "p88", "p89", "p90", "p91", "p92", "p93", "p94", "p95", "p96", "p97", "p98", "p99", "p100", "p101", "p102", "p103", "p104", "p105", "p106", "p107", "p108", "p109", "p110", "p111", "p112", "p113", "p114", "p115", "p116", "p117", "p118", "p119", "p120", "p121", "p122", "p123", "p124", "p125", "p126", "p127", "p128", "p129", "p130", "p131", "p132", "p133", "p134", "p135", "p136", "p137", "p138", "p139", "p140", "p141", "p142", "p143", "p144", "p145", "p146", "p147", "p148", "p149", "p150", "p151", "p152", "p153", "p154", "p155", "p156", "p157", "p158", "p159", "p160", "p161", "p162", "p163", "p164", "p165", "p166", "p167", "p168", "p169", "p170", "p171", "p172", "p173", "p174", "p175", "p176", "p177", "p178", "p179", "p180", "p181", "p182", "p183", "p184", "p185", "p186", "p187", "p188", "p189", "p190", "p191", "p192", "p193", "p194", "p195", "p196", "p197", "p198", "p199", "p200", "p201", "p202", "p203", "p204", "p205", "p206", "p207", "p208", "p209", "p210", "p211", "p212", "p213", "p214", "p215", "p216", "p217", "p218", "p219", "p220", "p221", "p222", "p223", "p224", "p225", "p226", "p227", "p228", "p229", "p230", "p231", "p232", "p233", "p234", "p235", "p236", "p237", "p238", "p239", "p240", "p241", "p242", "p243", "p244", "p245", "p246", "p247", "p248", "p249", "p250", "p251", "p252", "p253", "p254", "p255", "p256", "p257", "p258", "p259", "p260", "p261", "p262", "p263", "p264", "p265", "p266", "p267", "p268", "p269", "p270", "p271", "p272", "p273", "p274", "p275", "p276", "p277", "p278", "p279", "p280", "p281", "p282", "p283", "p284", "p285", "p286", "p287", "p288", "p289", "p290", "p291", "p292", "p293", "p294", "p295", "p296", "p297", "p298", "p299", "p300", "p301", "p302", "p303", "p304", "p305", "p306", "p307", "p308", "p309"],
        "smps": ["Year", "Days", "Hi", "Lo"],
        "data": [
          [1950, 0, 180, 0],
          [1951, 0, 180, 0],
          [1952, 0, 180, 0],
          [1953, 0, 180, 0],
          [1954, 0, 180, 0],
          [1955, 0, 180, 0],
          [1956, 0, 180, 0],
          [1957, 0, 180, 0],
          [1958, 0, 180, 0],
          [1959, 0, 180, 0],
          [2013, 0, 180, 0],
          [2014, 0, 180, 0],
          [2015, 0, 180, 0],
          [2016, 0, 180, 0],
          [2017, 0, 180, 0],
          [2018, 0, 180, 0],
          [2019, 0, 180, 0],
          [2020, 0, 180, 0],
          [2021, 0, 180, 0],
          [2022, 0, 180, 0],
          [1950, 118, 118, 118],
          [1950.999, 118, 118, 118],
          [1951, 107, 107, 107],
          [1951.999, 107, 107, 107],
          [1952, 105, 105, 105],
          [1952.999, 105, 105, 105],
          [1953, 102, 102, 102],
          [1953.999, 102, 102, 102],
          [1954, 116, 116, 116],
          [1954.999, 116, 116, 116],
          [1955, 117, 117, 117],
          [1955.999, 117, 117, 117],
          [1956, 117, 117, 117],
          [1956.999, 117, 117, 117],
          [1957, 123, 123, 123],
          [1957.999, 123, 123, 123],
          [1958, 112, 112, 112],
          [1958.999, 112, 112, 112],
          [1959, 124, 124, 124],
          [1959.999, 124, 124, 124],
          [1960, 132, 132, 132],
          [1960.999, 132, 132, 132],
          [1961, 130, 130, 130],
          [1961.999, 130, 130, 130],
          [1962, 139, 139, 139],
          [1962.999, 139, 139, 139],
          [1963, 128, 128, 128],
          [1963.999, 128, 128, 128],
          [1964, 130, 130, 130],
          [1964.999, 130, 130, 130],
          [1965, 121, 121, 121],
          [1965.999, 121, 121, 121],
          [1966, 76, 76, 76],
          [1966.999, 76, 76, 76],
          [1967, 92, 92, 92],
          [1967.999, 92, 92, 92],
          [1968, 103, 103, 103],
          [1968.999, 103, 103, 103],
          [1969, 106, 106, 106],
          [1969.999, 106, 106, 106],
          [1970, 95, 95, 95],
          [1970.999, 95, 95, 95],
          [1971, 98, 98, 98],
          [1971.999, 98, 98, 98],
          [1972, 106, 106, 106],
          [1972.999, 106, 106, 106],
          [1973, 109, 109, 109],
          [1973.999, 109, 109, 109],
          [1974, 105, 105, 105],
          [1974.999, 105, 105, 105],
          [1975, 76, 76, 76],
          [1975.999, 76, 76, 76],
          [1976, 78, 78, 78],
          [1976.999, 78, 78, 78],
          [1977, 80, 80, 80],
          [1977.999, 80, 80, 80],
          [1978, 87, 87, 87],
          [1978.999, 87, 87, 87],
          [1979, 109, 109, 109],
          [1979.999, 109, 109, 109],
          [1980, 116, 116, 116],
          [1980.999, 116, 116, 116],
          [1981, 95, 95, 95],
          [1981.999, 95, 95, 95],
          [1982, 82, 82, 82],
          [1982.999, 82, 82, 82],
          [1983, 99, 99, 99],
          [1983.999, 99, 99, 99],
          [1984, 88, 88, 88],
          [1984.999, 88, 88, 88],
          [1985, 74, 74, 74],
          [1985.999, 74, 74, 74],
          [1986, 86, 86, 86],
          [1986.999, 86, 86, 86],
          [1987, 101, 101, 101],
          [1987.999, 101, 101, 101],
          [1988, 94, 94, 94],
          [1988.999, 94, 94, 94],
          [1989, 106, 106, 106],
          [1989.999, 106, 106, 106],
          [1990, 92, 92, 92],
          [1990.999, 92, 92, 92],
          [1991, 97, 97, 97],
          [1991.999, 97, 97, 97],
          [1992, 96, 96, 96],
          [1992.999, 96, 96, 96],
          [1993, 125, 125, 125],
          [1993.999, 125, 125, 125],
          [1994, 115, 115, 115],
          [1994.999, 115, 115, 115],
          [1995, 95, 95, 95],
          [1995.999, 95, 95, 95],
          [1996, 87, 87, 87],
          [1996.999, 87, 87, 87],
          [1997, 72, 72, 72],
          [1997.999, 72, 72, 72],
          [1998, 99, 99, 99],
          [1998.999, 99, 99, 99],
          [1999, 92, 92, 92],
          [1999.999, 92, 92, 92],
          [2000, 88, 88, 88],
          [2000.999, 88, 88, 88],
          [2001, 100, 100, 100],
          [2001.999, 100, 100, 100],
          [2002, 103, 103, 103],
          [2002.999, 103, 103, 103],
          [2003, 105, 105, 105],
          [2003.999, 105, 105, 105],
          [2004, 105, 105, 105],
          [2004.999, 105, 105, 105],
          [2005, 101, 101, 101],
          [2005.999, 101, 101, 101],
          [2006, 94, 94, 94],
          [2006.999, 94, 94, 94],
          [2007, 88, 88, 88],
          [2007.999, 88, 88, 88],
          [2008, 80, 80, 80],
          [2008.999, 80, 80, 80],
          [2009, 71, 71, 71],
          [2009.999, 71, 71, 71],
          [2010, 60, 60, 60],
          [2010.999, 60, 60, 60],
          [2011, 61, 61, 61],
          [2011.999, 61, 61, 61],
          [2012, 70, 70, 70],
          [2012.999, 70, 70, 70],
          [2013, 64, 64, 64],
          [2013.999, 64, 64, 64],
          [2014, 78, 78, 78],
          [2014.999, 78, 78, 78],
          [2015, 58, 58, 58],
          [2015.999, 58, 58, 58],
          [2016, 76, 76, 76],
          [2016.999, 76, 76, 76],
          [2017, 84, 84, 84],
          [2017.999, 84, 84, 84],
          [2018, 63, 63, 63],
          [2018.999, 63, 63, 63],
          [2019, 60, 60, 60],
          [2019.999, 60, 60, 60],
          [2020, 82, 82, 82],
          [2020.999, 82, 82, 82],
          [2021, 47, 47, 47],
          [2021.999, 47, 47, 47],
          [2022, 73, 73, 73],
          [1950, 66, 66, 66],
          [1950.999, 66, 66, 66],
          [1951, 76, 76, 76],
          [1951.999, 76, 76, 76],
          [1952, 58, 58, 58],
          [1952.999, 58, 58, 58],
          [1953, 56, 56, 56],
          [1953.999, 56, 56, 56],
          [1954, 56, 56, 56],
          [1954.999, 56, 56, 56],
          [1955, 60, 60, 60],
          [1955.999, 60, 60, 60],
          [1956, 86, 86, 86],
          [1956.999, 86, 86, 86],
          [1957, 82, 82, 82],
          [1957.999, 82, 82, 82],
          [1958, 89, 89, 89],
          [1958.999, 89, 89, 89],
          [1959, 72, 72, 72],
          [1959.999, 72, 72, 72],
          [1960, 76, 76, 76],
          [1960.999, 76, 76, 76],
          [1961, 75, 75, 75],
          [1961.999, 75, 75, 75],
          [1962, 70, 70, 70],
          [1962.999, 70, 70, 70],
          [1963, 79, 79, 79],
          [1963.999, 79, 79, 79],
          [1964, 85, 85, 85],
          [1964.999, 85, 85, 85],
          [1965, 76, 76, 76],
          [1965.999, 76, 76, 76],
          [1966, 73, 73, 73],
          [1966.999, 73, 73, 73],
          [1967, 78, 78, 78],
          [1967.999, 78, 78, 78],
          [1968, 71, 71, 71],
          [1968.999, 71, 71, 71],
          [1969, 76, 76, 76],
          [1969.999, 76, 76, 76],
          [1970, 83, 83, 83],
          [1970.999, 83, 83, 83],
          [1971, 94, 94, 94],
          [1971.999, 94, 94, 94],
          [1972, 92, 92, 92],
          [1972.999, 92, 92, 92],
          [1973, 99, 99, 99],
          [1973.999, 99, 99, 99],
          [1974, 99, 99, 99],
          [1974.999, 99, 99, 99],
          [1975, 85, 85, 85],
          [1975.999, 85, 85, 85],
          [1976, 75, 75, 75],
          [1976.999, 75, 75, 75],
          [1977, 83, 83, 83],
          [1977.999, 83, 83, 83],
          [1978, 97, 97, 97],
          [1978.999, 97, 97, 97],
          [1979, 102, 102, 102],
          [1979.999, 102, 102, 102],
          [1980, 98, 98, 98],
          [1980.999, 98, 98, 98],
          [1981, 105, 105, 105],
          [1981.999, 105, 105, 105],
          [1982, 102, 102, 102],
          [1982.999, 102, 102, 102],
          [1983, 101, 101, 101],
          [1983.999, 101, 101, 101],
          [1984, 67, 67, 67],
          [1984.999, 67, 67, 67],
          [1985, 94, 94, 94],
          [1985.999, 94, 94, 94],
          [1986, 90, 90, 90],
          [1986.999, 90, 90, 90],
          [1987, 91, 91, 91],
          [1987.999, 91, 91, 91],
          [1988, 104, 104, 104],
          [1988.999, 104, 104, 104],
          [1989, 109, 109, 109],
          [1989.999, 109, 109, 109],
          [1990, 93, 93, 93],
          [1990.999, 93, 93, 93],
          [1991, 90, 90, 90],
          [1991.999, 90, 90, 90],
          [1992, 92, 92, 92],
          [1992.999, 92, 92, 92],
          [1993, 113, 113, 113],
          [1993.999, 113, 113, 113],
          [1994, 99, 99, 99],
          [1994.999, 99, 99, 99],
          [1995, 107, 107, 107],
          [1995.999, 107, 107, 107],
          [1996, 102, 102, 102],
          [1996.999, 102, 102, 102],
          [1997, 117, 117, 117],
          [1997.999, 117, 117, 117],
          [1998, 106, 106, 106],
          [1998.999, 106, 106, 106],
          [1999, 94, 94, 94],
          [1999.999, 94, 94, 94],
          [2000, 98, 98, 98],
          [2000.999, 98, 98, 98],
          [2001, 111, 111, 111],
          [2001.999, 111, 111, 111],
          [2002, 108, 108, 108],
          [2002.999, 108, 108, 108],
          [2003, 104, 104, 104],
          [2003.999, 104, 104, 104],
          [2004, 81, 81, 81],
          [2004.999, 81, 81, 81],
          [2005, 97, 97, 97],
          [2005.999, 97, 97, 97],
          [2006, 89, 89, 89],
          [2006.999, 89, 89, 89],
          [2007, 87, 87, 87],
          [2007.999, 87, 87, 87],
          [2008, 103, 103, 103],
          [2008.999, 103, 103, 103],
          [2009, 107, 107, 107],
          [2009.999, 107, 107, 107],
          [2010, 110, 110, 110],
          [2010.999, 110, 110, 110],
          [2011, 111, 111, 111],
          [2011.999, 111, 111, 111],
          [2012, 117, 117, 117],
          [2012.999, 117, 117, 117],
          [2013, 117, 117, 117],
          [2013.999, 117, 117, 117],
          [2014, 106, 106, 106],
          [2014.999, 106, 106, 106],
          [2015, 100, 100, 100],
          [2015.999, 100, 100, 100],
          [2016, 110, 110, 110],
          [2016.999, 110, 110, 110],
          [2017, 101, 101, 101],
          [2017.999, 101, 101, 101],
          [2018, 101, 101, 101],
          [2018.999, 101, 101, 101],
          [2019, 105, 105, 105],
          [2019.999, 105, 105, 105],
          [2020, 105, 105, 105],
          [2020.999, 105, 105, 105],
          [2021, 119, 119, 119],
          [2021.999, 119, 119, 119],
          [2022, 112, 112, 112]
        ]
      },
      "z": {
        "Series": ["Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)", "Summer days (max ≥ 25 °C)"]
      }
    },
    config = {
      "graphType": "Scatter2D",
      "theme": "bw",
      "xAxis": ["Year"],
      "yAxis": ["Days"],
      "lineBy": "Series",
      "colorBy": "Series",
      "ribbonBy": ["Hi", "Lo"],
      "ribbonByType": "area",
      "lineDecoration": "pattern",
      "linePatterns": ["solid", "solid", "solid", "solid"],
      "colorScheme": "User",
      "colors": ["#5d82a6", "#d9d9d9", "#d9d9d9", "#e66100"],
      "showLegend": False,
      "lineThickness": 2.5,
      "showTransition": False,
      "graphOrientation": "vertical",
      "title": "Hot days are becoming more frequent at the expense of frost days",
      "subtitle": "Days per year at a lowland weather station, 1950–2022",
      "xAxisTitle": "",
      "yAxisTitle": "Days per year",
      "setMinX": 1946,
      "setMaxX": 2026,
      "setMinY": 0,
      "setMaxY": 180,
      "xAxisTicks": 8,
      "decorations": {
        "marker": [
          {
            "sample": ["Year", "Days"],
            "variable": "p100",
            "text": "In the last ten years there were on average\na whole month more summer days\nthan in the 1950s…",
            "x": 0.5,
            "y": 0.1,
            "type": "text",
            "color": "#e66100"
          },
          {
            "sample": ["Year", "Days"],
            "variable": "p110",
            "text": "…and three weeks fewer frost days.",
            "x": 0.5,
            "y": 0.93,
            "type": "text",
            "color": "#3b6a98"
          }
        ]
      },
      "source": "Synthetic data for illustration",
      "byline": "Chart: CanvasXpress",
      "showDataDownload": False
    },
    width = 760,
    height = 600
  )
)

using CanvasXpress

canvasxpress(Dict(
  "y" => Dict(
    "vars" => ["p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "p16", "p17", "p18", "p19", "p20", "p21", "p22", "p23", "p24", "p25", "p26", "p27", "p28", "p29", "p30", "p31", "p32", "p33", "p34", "p35", "p36", "p37", "p38", "p39", "p40", "p41", "p42", "p43", "p44", "p45", "p46", "p47", "p48", "p49", "p50", "p51", "p52", "p53", "p54", "p55", "p56", "p57", "p58", "p59", "p60", "p61", "p62", "p63", "p64", "p65", "p66", "p67", "p68", "p69", "p70", "p71", "p72", "p73", "p74", "p75", "p76", "p77", "p78", "p79", "p80", "p81", "p82", "p83", "p84", "p85", "p86", "p87", "p88", "p89", "p90", "p91", "p92", "p93", "p94", "p95", "p96", "p97", "p98", "p99", "p100", "p101", "p102", "p103", "p104", "p105", "p106", "p107", "p108", "p109", "p110", "p111", "p112", "p113", "p114", "p115", "p116", "p117", "p118", "p119", "p120", "p121", "p122", "p123", "p124", "p125", "p126", "p127", "p128", "p129", "p130", "p131", "p132", "p133", "p134", "p135", "p136", "p137", "p138", "p139", "p140", "p141", "p142", "p143", "p144", "p145", "p146", "p147", "p148", "p149", "p150", "p151", "p152", "p153", "p154", "p155", "p156", "p157", "p158", "p159", "p160", "p161", "p162", "p163", "p164", "p165", "p166", "p167", "p168", "p169", "p170", "p171", "p172", "p173", "p174", "p175", "p176", "p177", "p178", "p179", "p180", "p181", "p182", "p183", "p184", "p185", "p186", "p187", "p188", "p189", "p190", "p191", "p192", "p193", "p194", "p195", "p196", "p197", "p198", "p199", "p200", "p201", "p202", "p203", "p204", "p205", "p206", "p207", "p208", "p209", "p210", "p211", "p212", "p213", "p214", "p215", "p216", "p217", "p218", "p219", "p220", "p221", "p222", "p223", "p224", "p225", "p226", "p227", "p228", "p229", "p230", "p231", "p232", "p233", "p234", "p235", "p236", "p237", "p238", "p239", "p240", "p241", "p242", "p243", "p244", "p245", "p246", "p247", "p248", "p249", "p250", "p251", "p252", "p253", "p254", "p255", "p256", "p257", "p258", "p259", "p260", "p261", "p262", "p263", "p264", "p265", "p266", "p267", "p268", "p269", "p270", "p271", "p272", "p273", "p274", "p275", "p276", "p277", "p278", "p279", "p280", "p281", "p282", "p283", "p284", "p285", "p286", "p287", "p288", "p289", "p290", "p291", "p292", "p293", "p294", "p295", "p296", "p297", "p298", "p299", "p300", "p301", "p302", "p303", "p304", "p305", "p306", "p307", "p308", "p309"],
    "smps" => ["Year", "Days", "Hi", "Lo"],
    "data" => [
      [1950, 0, 180, 0],
      [1951, 0, 180, 0],
      [1952, 0, 180, 0],
      [1953, 0, 180, 0],
      [1954, 0, 180, 0],
      [1955, 0, 180, 0],
      [1956, 0, 180, 0],
      [1957, 0, 180, 0],
      [1958, 0, 180, 0],
      [1959, 0, 180, 0],
      [2013, 0, 180, 0],
      [2014, 0, 180, 0],
      [2015, 0, 180, 0],
      [2016, 0, 180, 0],
      [2017, 0, 180, 0],
      [2018, 0, 180, 0],
      [2019, 0, 180, 0],
      [2020, 0, 180, 0],
      [2021, 0, 180, 0],
      [2022, 0, 180, 0],
      [1950, 118, 118, 118],
      [1950.999, 118, 118, 118],
      [1951, 107, 107, 107],
      [1951.999, 107, 107, 107],
      [1952, 105, 105, 105],
      [1952.999, 105, 105, 105],
      [1953, 102, 102, 102],
      [1953.999, 102, 102, 102],
      [1954, 116, 116, 116],
      [1954.999, 116, 116, 116],
      [1955, 117, 117, 117],
      [1955.999, 117, 117, 117],
      [1956, 117, 117, 117],
      [1956.999, 117, 117, 117],
      [1957, 123, 123, 123],
      [1957.999, 123, 123, 123],
      [1958, 112, 112, 112],
      [1958.999, 112, 112, 112],
      [1959, 124, 124, 124],
      [1959.999, 124, 124, 124],
      [1960, 132, 132, 132],
      [1960.999, 132, 132, 132],
      [1961, 130, 130, 130],
      [1961.999, 130, 130, 130],
      [1962, 139, 139, 139],
      [1962.999, 139, 139, 139],
      [1963, 128, 128, 128],
      [1963.999, 128, 128, 128],
      [1964, 130, 130, 130],
      [1964.999, 130, 130, 130],
      [1965, 121, 121, 121],
      [1965.999, 121, 121, 121],
      [1966, 76, 76, 76],
      [1966.999, 76, 76, 76],
      [1967, 92, 92, 92],
      [1967.999, 92, 92, 92],
      [1968, 103, 103, 103],
      [1968.999, 103, 103, 103],
      [1969, 106, 106, 106],
      [1969.999, 106, 106, 106],
      [1970, 95, 95, 95],
      [1970.999, 95, 95, 95],
      [1971, 98, 98, 98],
      [1971.999, 98, 98, 98],
      [1972, 106, 106, 106],
      [1972.999, 106, 106, 106],
      [1973, 109, 109, 109],
      [1973.999, 109, 109, 109],
      [1974, 105, 105, 105],
      [1974.999, 105, 105, 105],
      [1975, 76, 76, 76],
      [1975.999, 76, 76, 76],
      [1976, 78, 78, 78],
      [1976.999, 78, 78, 78],
      [1977, 80, 80, 80],
      [1977.999, 80, 80, 80],
      [1978, 87, 87, 87],
      [1978.999, 87, 87, 87],
      [1979, 109, 109, 109],
      [1979.999, 109, 109, 109],
      [1980, 116, 116, 116],
      [1980.999, 116, 116, 116],
      [1981, 95, 95, 95],
      [1981.999, 95, 95, 95],
      [1982, 82, 82, 82],
      [1982.999, 82, 82, 82],
      [1983, 99, 99, 99],
      [1983.999, 99, 99, 99],
      [1984, 88, 88, 88],
      [1984.999, 88, 88, 88],
      [1985, 74, 74, 74],
      [1985.999, 74, 74, 74],
      [1986, 86, 86, 86],
      [1986.999, 86, 86, 86],
      [1987, 101, 101, 101],
      [1987.999, 101, 101, 101],
      [1988, 94, 94, 94],
      [1988.999, 94, 94, 94],
      [1989, 106, 106, 106],
      [1989.999, 106, 106, 106],
      [1990, 92, 92, 92],
      [1990.999, 92, 92, 92],
      [1991, 97, 97, 97],
      [1991.999, 97, 97, 97],
      [1992, 96, 96, 96],
      [1992.999, 96, 96, 96],
      [1993, 125, 125, 125],
      [1993.999, 125, 125, 125],
      [1994, 115, 115, 115],
      [1994.999, 115, 115, 115],
      [1995, 95, 95, 95],
      [1995.999, 95, 95, 95],
      [1996, 87, 87, 87],
      [1996.999, 87, 87, 87],
      [1997, 72, 72, 72],
      [1997.999, 72, 72, 72],
      [1998, 99, 99, 99],
      [1998.999, 99, 99, 99],
      [1999, 92, 92, 92],
      [1999.999, 92, 92, 92],
      [2000, 88, 88, 88],
      [2000.999, 88, 88, 88],
      [2001, 100, 100, 100],
      [2001.999, 100, 100, 100],
      [2002, 103, 103, 103],
      [2002.999, 103, 103, 103],
      [2003, 105, 105, 105],
      [2003.999, 105, 105, 105],
      [2004, 105, 105, 105],
      [2004.999, 105, 105, 105],
      [2005, 101, 101, 101],
      [2005.999, 101, 101, 101],
      [2006, 94, 94, 94],
      [2006.999, 94, 94, 94],
      [2007, 88, 88, 88],
      [2007.999, 88, 88, 88],
      [2008, 80, 80, 80],
      [2008.999, 80, 80, 80],
      [2009, 71, 71, 71],
      [2009.999, 71, 71, 71],
      [2010, 60, 60, 60],
      [2010.999, 60, 60, 60],
      [2011, 61, 61, 61],
      [2011.999, 61, 61, 61],
      [2012, 70, 70, 70],
      [2012.999, 70, 70, 70],
      [2013, 64, 64, 64],
      [2013.999, 64, 64, 64],
      [2014, 78, 78, 78],
      [2014.999, 78, 78, 78],
      [2015, 58, 58, 58],
      [2015.999, 58, 58, 58],
      [2016, 76, 76, 76],
      [2016.999, 76, 76, 76],
      [2017, 84, 84, 84],
      [2017.999, 84, 84, 84],
      [2018, 63, 63, 63],
      [2018.999, 63, 63, 63],
      [2019, 60, 60, 60],
      [2019.999, 60, 60, 60],
      [2020, 82, 82, 82],
      [2020.999, 82, 82, 82],
      [2021, 47, 47, 47],
      [2021.999, 47, 47, 47],
      [2022, 73, 73, 73],
      [1950, 66, 66, 66],
      [1950.999, 66, 66, 66],
      [1951, 76, 76, 76],
      [1951.999, 76, 76, 76],
      [1952, 58, 58, 58],
      [1952.999, 58, 58, 58],
      [1953, 56, 56, 56],
      [1953.999, 56, 56, 56],
      [1954, 56, 56, 56],
      [1954.999, 56, 56, 56],
      [1955, 60, 60, 60],
      [1955.999, 60, 60, 60],
      [1956, 86, 86, 86],
      [1956.999, 86, 86, 86],
      [1957, 82, 82, 82],
      [1957.999, 82, 82, 82],
      [1958, 89, 89, 89],
      [1958.999, 89, 89, 89],
      [1959, 72, 72, 72],
      [1959.999, 72, 72, 72],
      [1960, 76, 76, 76],
      [1960.999, 76, 76, 76],
      [1961, 75, 75, 75],
      [1961.999, 75, 75, 75],
      [1962, 70, 70, 70],
      [1962.999, 70, 70, 70],
      [1963, 79, 79, 79],
      [1963.999, 79, 79, 79],
      [1964, 85, 85, 85],
      [1964.999, 85, 85, 85],
      [1965, 76, 76, 76],
      [1965.999, 76, 76, 76],
      [1966, 73, 73, 73],
      [1966.999, 73, 73, 73],
      [1967, 78, 78, 78],
      [1967.999, 78, 78, 78],
      [1968, 71, 71, 71],
      [1968.999, 71, 71, 71],
      [1969, 76, 76, 76],
      [1969.999, 76, 76, 76],
      [1970, 83, 83, 83],
      [1970.999, 83, 83, 83],
      [1971, 94, 94, 94],
      [1971.999, 94, 94, 94],
      [1972, 92, 92, 92],
      [1972.999, 92, 92, 92],
      [1973, 99, 99, 99],
      [1973.999, 99, 99, 99],
      [1974, 99, 99, 99],
      [1974.999, 99, 99, 99],
      [1975, 85, 85, 85],
      [1975.999, 85, 85, 85],
      [1976, 75, 75, 75],
      [1976.999, 75, 75, 75],
      [1977, 83, 83, 83],
      [1977.999, 83, 83, 83],
      [1978, 97, 97, 97],
      [1978.999, 97, 97, 97],
      [1979, 102, 102, 102],
      [1979.999, 102, 102, 102],
      [1980, 98, 98, 98],
      [1980.999, 98, 98, 98],
      [1981, 105, 105, 105],
      [1981.999, 105, 105, 105],
      [1982, 102, 102, 102],
      [1982.999, 102, 102, 102],
      [1983, 101, 101, 101],
      [1983.999, 101, 101, 101],
      [1984, 67, 67, 67],
      [1984.999, 67, 67, 67],
      [1985, 94, 94, 94],
      [1985.999, 94, 94, 94],
      [1986, 90, 90, 90],
      [1986.999, 90, 90, 90],
      [1987, 91, 91, 91],
      [1987.999, 91, 91, 91],
      [1988, 104, 104, 104],
      [1988.999, 104, 104, 104],
      [1989, 109, 109, 109],
      [1989.999, 109, 109, 109],
      [1990, 93, 93, 93],
      [1990.999, 93, 93, 93],
      [1991, 90, 90, 90],
      [1991.999, 90, 90, 90],
      [1992, 92, 92, 92],
      [1992.999, 92, 92, 92],
      [1993, 113, 113, 113],
      [1993.999, 113, 113, 113],
      [1994, 99, 99, 99],
      [1994.999, 99, 99, 99],
      [1995, 107, 107, 107],
      [1995.999, 107, 107, 107],
      [1996, 102, 102, 102],
      [1996.999, 102, 102, 102],
      [1997, 117, 117, 117],
      [1997.999, 117, 117, 117],
      [1998, 106, 106, 106],
      [1998.999, 106, 106, 106],
      [1999, 94, 94, 94],
      [1999.999, 94, 94, 94],
      [2000, 98, 98, 98],
      [2000.999, 98, 98, 98],
      [2001, 111, 111, 111],
      [2001.999, 111, 111, 111],
      [2002, 108, 108, 108],
      [2002.999, 108, 108, 108],
      [2003, 104, 104, 104],
      [2003.999, 104, 104, 104],
      [2004, 81, 81, 81],
      [2004.999, 81, 81, 81],
      [2005, 97, 97, 97],
      [2005.999, 97, 97, 97],
      [2006, 89, 89, 89],
      [2006.999, 89, 89, 89],
      [2007, 87, 87, 87],
      [2007.999, 87, 87, 87],
      [2008, 103, 103, 103],
      [2008.999, 103, 103, 103],
      [2009, 107, 107, 107],
      [2009.999, 107, 107, 107],
      [2010, 110, 110, 110],
      [2010.999, 110, 110, 110],
      [2011, 111, 111, 111],
      [2011.999, 111, 111, 111],
      [2012, 117, 117, 117],
      [2012.999, 117, 117, 117],
      [2013, 117, 117, 117],
      [2013.999, 117, 117, 117],
      [2014, 106, 106, 106],
      [2014.999, 106, 106, 106],
      [2015, 100, 100, 100],
      [2015.999, 100, 100, 100],
      [2016, 110, 110, 110],
      [2016.999, 110, 110, 110],
      [2017, 101, 101, 101],
      [2017.999, 101, 101, 101],
      [2018, 101, 101, 101],
      [2018.999, 101, 101, 101],
      [2019, 105, 105, 105],
      [2019.999, 105, 105, 105],
      [2020, 105, 105, 105],
      [2020.999, 105, 105, 105],
      [2021, 119, 119, 119],
      [2021.999, 119, 119, 119],
      [2022, 112, 112, 112]
    ]
  ),
  "z" => Dict(
    "Series" => ["Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 1950–59", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Reference 2013–22", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 °C)", "Frost days (min < 0 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  )
);
  graphType = "Scatter2D",
  theme = "bw",
  xAxis = ["Year"],
  yAxis = ["Days"],
  lineBy = "Series",
  colorBy = "Series",
  ribbonBy = ["Hi", "Lo"],
  ribbonByType = "area",
  lineDecoration = "pattern",
  linePatterns = ["solid", "solid", "solid", "solid"],
  colorScheme = "User",
  colors = ["#5d82a6", "#d9d9d9", "#d9d9d9", "#e66100"],
  showLegend = false,
  lineThickness = 2.5,
  showTransition = false,
  graphOrientation = "vertical",
  title = "Hot days are becoming more frequent at the expense of frost days",
  subtitle = "Days per year at a lowland weather station, 1950–2022",
  xAxisTitle = "",
  yAxisTitle = "Days per year",
  setMinX = 1946,
  setMaxX = 2026,
  setMinY = 0,
  setMaxY = 180,
  xAxisTicks = 8,
  decorations = Dict(
    "marker" => [
      Dict(
        "sample" => ["Year", "Days"],
        "variable" => "p100",
        "text" => "In the last ten years there were on average\na whole month more summer days\nthan in the 1950s…",
        "x" => 0.5,
        "y" => 0.1,
        "type" => "text",
        "color" => "#e66100"
      ),
      Dict(
        "sample" => ["Year", "Days"],
        "variable" => "p110",
        "text" => "…and three weeks fewer frost days.",
        "x" => 0.5,
        "y" => 0.93,
        "type" => "text",
        "color" => "#3b6a98"
      )
    ]
  ),
  source = "Synthetic data for illustration",
  byline = "Chart: CanvasXpress",
  showDataDownload = false
)