Created
May 28, 2022 17:25
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seasonal plot
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theme_set(theme_538) | |
palette = ["#000000", "#ee1d52"] | |
df_SEAS = SEAS | |
df_SEAS = df_SEAS.assign(ds = lambda df: pd.to_datetime(df.ds)) | |
df_actuals_forecasts_n = pd.concat([df_SEAS, df_sn]) | |
p = ( | |
ggplot(df_actuals_forecasts_n, aes(x="ds", y="y")) | |
+ geom_line(aes(y = 'y'), color = palette[0]) | |
+ geom_point(aes(y = 'y_sim'), color = palette[1], size = 0.1, alpha = 0.1) | |
+ scale_x_datetime(breaks=date_breaks("1 week")) | |
+ theme(axis_text_x=element_text(angle=45)) | |
+ xlab("") | |
+ ggtitle("Snaive (Uncertainty expands on each seasonal horizon)") | |
+ scale_color_manual(palette) | |
) | |
p |
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