Chapter 6. Data Visualization in Julia

import Pkg;
Pkg.add(["Tidier", "TidierData", "TidierText", "TidierStrings", "TidierPlots", "DataFrames", "CSV", "Pipelines", "Makie", "StatsPlots", "RDatasets"]);
using Tidier, TidierData, TidierText, TidierStrings, TidierPlots, DataFrames, CSV, Pipelines, Makie, StatsPlots, RDatasets
import Makie.IntervalsBetween, Makie.Attributes

TidierPlots_set("plot_log", false) # I don't not want to see many logs
TidierPlots_set("plot_show", false) # and repetitive plots in VSCode

   Resolving package versions...
  No Changes to `~/.julia/environments/v1.11/Project.toml`
  No Changes to `~/.julia/environments/v1.11/Manifest.toml`





false

df = dataset("datasets", "iris")
first(df, 5)

ggplot(data=df) +
geom_point(@aes(x = PetalLength, y = PetalWidth)) +
labs(x="Petal Length", y="Petal Width") +
theme_minimal()

ggplot(data=df) +
geom_bar(@aes(x = PetalWidth)) +
labs(x="Petal Width") +
theme_minimal()

ggplot(data=df, @aes(x = PetalLength, y = PetalWidth)) +
geom_line() +
labs(x="Petal Length", y="Petal Width") +
theme_minimal()

ggplot(data=df, @aes(x = PetalWidth)) +
geom_histogram() +
labs(x="Petal Width") +
theme_minimal()

ggplot(data=df, @aes(x = PetalLength, y = PetalWidth, color = SepalWidth)) +
geom_point() +
labs(x="Petal Length", y="Petal Width") +
theme_minimal()

ggplot(data=df, @aes(x = PetalLength, y = PetalWidth, color = SepalWidth)) +
geom_point() +
labs(x="Petal Length", y="Petal Width") +
theme_latexfonts()

ggplot(data=df, @aes(x = PetalLength, y = PetalWidth, color = SepalWidth)) +
geom_point() +
facet_wrap("Species") +
labs(x="Petal Length", y="Petal Width") +
theme_latexfonts()