using CSV, DataFrames, Gadfly

begin
    candy_filepath = "data//archive//candy.csv"
    candy_data = CSV.read(candy_filepath, DataFrame)
end;

plot(candy_data, x=:sugarpercent, y=:winpercent, Geom.point)

plot(candy_data, x=:sugarpercent, y=:winpercent, Geom.point, layer(Stat.smooth(method=:lm), Geom.line, Geom.ribbon)) 

plot(candy_data, x=:pricepercent, y=:winpercent, color=:chocolate, Geom.point,
Guide.colorkey(pos=[5mm,-20mm]))

plot(candy_data, x=:pricepercent, y=:winpercent, color=:chocolate, Geom.point, layer(Stat.smooth(method=:lm), Geom.line, Geom.ribbon))

plot(candy_data, x=:chocolate, y=:winpercent, Geom.beeswarm)

To run this tutorial locally, download [this file](/tutorials/gadflyscatter03x05.jl) and open it with Pluto.jl.