Closed IKupriyanov-HORIS closed 3 years ago
Python:
mpg_df = pd.read_csv('https://jetbrains.bintray.com/lets-plot/mpg.csv') ggplot(mpg_df, aes(x='displ', y='hwy')) \ + geom_point(aes(color='cyl'))\ + geom_smooth(aes(color='cyl', group='cyl'), method='lm', deg=2, size=1) \ + scale_color_discrete()
Plot spec for demo:
""" { "data": { "Unnamed: 0": [220, 56, 60, 208, 226, 11, 120, 144, 187, 59, 234, 146, 112, 90, 106, 38, 73, 230, 117, 96], "manufacturer": ["volkswagen", "dodge", "dodge", "volkswagen", "volkswagen", "audi", "hyundai", "nissan", "toyota", "dodge", "volkswagen", "nissan", "hyundai", "ford", "honda", "dodge", "dodge", "volkswagen", "hyundai", "ford"], "model": ["jetta", "dakota pickup 4wd", "durango 4wd", "gti", "new beetle", "a4 quattro", "tiburon", "altima", "camry solara", "durango 4wd", "passat", "altima", "sonata", "f150 pickup 4wd", "civic", "caravan 2wd", "ram 1500 pickup 4wd", "passat", "tiburon", "mustang"], "displ": [2.8, 5.2, 4.7, 2.0, 2.5, 2.0, 2.7, 2.5, 2.2, 4.7, 3.6, 3.5, 2.4, 5.4, 1.8, 2.4, 5.7, 2.0, 2.0, 4.6], "year": [1999, 1999, 2008, 1999, 2008, 2008, 2008, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 2008, 2008, 1999, 1999], "cyl": [6, 8, 8, 4, 5, 4, 6, 4, 4, 8, 6, 6, 4, 8, 4, 4, 8, 4, 4, 8], "trans": [ "auto(l4)", "manual(m5)", "auto(l5)", "manual(m5)", "manual(m5)", "auto(s6)", "auto(l4)", "auto(av)", "auto(l4)", "auto(l5)", "auto(s6)", "manual(m6)", "manual(m5)", "auto(l4)", "auto(l5)", "auto(l3)", "auto(l5)", "auto(s6)", "manual(m5)", "manual(m5)"], "drv": [ "f", "4", "4", "f", "f", "4", "f", "f", "f", "4", "f", "f", "f", "4", "f", "f", "4", "f", "f", "r"], "cty": [ 16, 11, 9, 21, 20, 19, 17, 23, 21, 13, 17, 19, 21, 13, 25, 18, 13, 19, 19, 15], "hwy": [ 23, 17, 12, 29, 28, 27, 24, 31, 27, 17, 26, 27, 31, 17, 36, 24, 17, 28, 29, 22], "fl": [ "r", "r", "e", "r", "r", "p", "r", "r", "r", "r", "p", "p", "r", "r", "r", "r", "r", "p", "r", "r"], "class": [ "compact", "pickup", "suv", "compact", "subcompact", "compact", "subcompact", "midsize", "compact", "suv", "midsize", "midsize", "midsize", "pickup", "subcompact", "minivan", "pickup", "midsize", "subcompact", "subcompact"] }, "mapping": { "x": "displ", "y": "hwy" }, "kind": "plot", "scales": [{"aesthetic": "color", "discrete": true}], "layers": [ { "geom": "point", "mapping": { "color": "cyl" } }, { "geom": "smooth", "mapping": { "color": "cyl", "group": "cyl" }, "method": "lm", "deg": 2, "size": 1 } ] } """
This was fixed.
Python:
Plot spec for demo: