### A Pluto.jl notebook ###
# v0.17.1

using Markdown
using InteractiveUtils

# ╔═╡ c2f327e8-3ca5-11ec-023b-c9dd2baf6fc6
using RDatasets, Gadfly

# ╔═╡ 94f753ad-9d6b-451d-961f-c350b85e0e97
iris = dataset("datasets", "iris")

# ╔═╡ 19e57dd6-a043-491b-8e34-b7df4b9cb76d
plot(iris, x="PetalLength", y="PetalWidth")

# ╔═╡ 84bbfed7-43d3-4672-88cc-bb703abfc332
plot(iris, x="PetalLength", y="PetalWidth", Geom.point)

# ╔═╡ 614f2ac8-f38c-4ef9-a3f3-4cb3ff4b2aa0
categorical = plot(iris, 
	x="PetalLength", y="PetalWidth", 
	color="Species", 
	Geom.point)

# ╔═╡ 621bed20-826e-43ad-9b8a-989476684a54
ordered = plot(iris, 
	x="PetalLength", y="PetalWidth", 
	color="SepalLength", 
	Geom.point)

# ╔═╡ 1083d501-695b-4e07-8004-36feb7f97f07
hstack(categorical, ordered)

# ╔═╡ 5947d231-5b27-434e-a193-b40b60b2f989
plot(iris, 
	x="PetalLength", y="PetalWidth", color="Species",
	Geom.point, Geom.line)

# ╔═╡ 352d990d-dde4-47a4-b4d4-d6f1050f97af
plot(iris, x="PetalLength", y="PetalWidth",
	layer(color="Species", Geom.point), Geom.line)

# ╔═╡ 98ceb4c5-dbae-4371-b0ff-0fb52c871f9a
plot(iris, 
	x="PetalLength", y="PetalWidth", color="Species", 
	Stat.smooth)

# ╔═╡ a458f86d-9e55-4493-8e72-fe2de9585352
plot(iris, 
	x="PetalLength", y="PetalWidth", color="Species", 
	layer(Stat.smooth, Geom.line), Geom.point)

# ╔═╡ b00c8db5-a04c-4fd6-9931-1dad47c0420b
plot(iris, x="PetalLength", y="PetalWidth", size="SepalLength", Geom.point)

# ╔═╡ 6c36fb90-86ec-41ca-a7bc-2f2f892d333d
min_sl, max_sl = extrema(iris.SepalLength)

# ╔═╡ 653abd92-7f98-4414-a45e-3451eefffe18
sizemap(p::Float64; min=1mm, max=2.5mm) = min + p*(max-min)

# ╔═╡ 0167c092-1a2a-48c7-95db-6b3b143fdfe8
plot(iris, 
	x="PetalLength", y="PetalWidth", 
	size="SepalLength", 
	Geom.point,
	Scale.size_radius(sizemap, 
		minvalue=min_sl, maxvalue=max_sl))

# ╔═╡ b9149116-5a25-4d7c-818e-bde09c65d5b5
plot(iris, 
	x="PetalLength", y="PetalWidth", 
	ygroup="Species",
	Geom.subplot_grid(Geom.point))

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
Gadfly = "c91e804a-d5a3-530f-b6f0-dfbca275c004"
RDatasets = "ce6b1742-4840-55fa-b093-852dadbb1d8b"

[compat]
Gadfly = "~1.3.4"
RDatasets = "~0.7.6"
"""

# ╔═╡ 00000000-0000-0000-0000-000000000002
PLUTO_MANIFEST_TOML_CONTENTS = """
# This file is machine-generated - editing it directly is not advised

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git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
version = "0.5.5+0"

[[OrderedCollections]]
git-tree-sha1 = "85f8e6578bf1f9ee0d11e7bb1b1456435479d47c"
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
version = "1.4.1"

[[PDMats]]
deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
git-tree-sha1 = "82041e63725d156bf61c6302dd7635ea13e3d5e7"
uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
version = "0.11.2"

[[Parsers]]
deps = ["Dates"]
git-tree-sha1 = "ae4bbcadb2906ccc085cf52ac286dc1377dceccc"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "2.1.2"

[[Pkg]]
deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"

[[PooledArrays]]
deps = ["DataAPI", "Future"]
git-tree-sha1 = "a193d6ad9c45ada72c14b731a318bedd3c2f00cf"
uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
version = "1.3.0"

[[Preferences]]
deps = ["TOML"]
git-tree-sha1 = "00cfd92944ca9c760982747e9a1d0d5d86ab1e5a"
uuid = "21216c6a-2e73-6563-6e65-726566657250"
version = "1.2.2"

[[PrettyTables]]
deps = ["Crayons", "Formatting", "Markdown", "Reexport", "Tables"]
git-tree-sha1 = "d940010be611ee9d67064fe559edbb305f8cc0eb"
uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
version = "1.2.3"

[[Printf]]
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"

[[Profile]]
deps = ["Printf"]
uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"

[[QuadGK]]
deps = ["DataStructures", "LinearAlgebra"]
git-tree-sha1 = "78aadffb3efd2155af139781b8a8df1ef279ea39"
uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
version = "2.4.2"

[[RData]]
deps = ["CategoricalArrays", "CodecZlib", "DataFrames", "Dates", "FileIO", "Requires", "TimeZones", "Unicode"]
git-tree-sha1 = "19e47a495dfb7240eb44dc6971d660f7e4244a72"
uuid = "df47a6cb-8c03-5eed-afd8-b6050d6c41da"
version = "0.8.3"

[[RDatasets]]
deps = ["CSV", "CodecZlib", "DataFrames", "FileIO", "Printf", "RData", "Reexport"]
git-tree-sha1 = "d3780d4626d6104068c151e22965d9209ea41938"
uuid = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
version = "0.7.6"

[[REPL]]
deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"

[[Random]]
deps = ["Serialization"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"

[[Ratios]]
deps = ["Requires"]
git-tree-sha1 = "01d341f502250e81f6fec0afe662aa861392a3aa"
uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
version = "0.4.2"

[[RecipesBase]]
git-tree-sha1 = "44a75aa7a527910ee3d1751d1f0e4148698add9e"
uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
version = "1.1.2"

[[Reexport]]
git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
uuid = "189a3867-3050-52da-a836-e630ba90ab69"
version = "1.2.2"

[[Requires]]
deps = ["UUIDs"]
git-tree-sha1 = "4036a3bd08ac7e968e27c203d45f5fff15020621"
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
version = "1.1.3"

[[Rmath]]
deps = ["Random", "Rmath_jll"]
git-tree-sha1 = "bf3188feca147ce108c76ad82c2792c57abe7b1f"
uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
version = "0.7.0"

[[Rmath_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "68db32dff12bb6127bac73c209881191bf0efbb7"
uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
version = "0.3.0+0"

[[SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"

[[SentinelArrays]]
deps = ["Dates", "Random"]
git-tree-sha1 = "f45b34656397a1f6e729901dc9ef679610bd12b5"
uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
version = "1.3.8"

[[Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"

[[SharedArrays]]
deps = ["Distributed", "Mmap", "Random", "Serialization"]
uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"

[[Showoff]]
deps = ["Dates", "Grisu"]
git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de"
uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
version = "1.0.3"

[[Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"

[[SortingAlgorithms]]
deps = ["DataStructures"]
git-tree-sha1 = "b3363d7460f7d098ca0912c69b082f75625d7508"
uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
version = "1.0.1"

[[SparseArrays]]
deps = ["LinearAlgebra", "Random"]
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"

[[SpecialFunctions]]
deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
git-tree-sha1 = "f0bccf98e16759818ffc5d97ac3ebf87eb950150"
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
version = "1.8.1"

[[StaticArrays]]
deps = ["LinearAlgebra", "Random", "Statistics"]
git-tree-sha1 = "3c76dde64d03699e074ac02eb2e8ba8254d428da"
uuid = "90137ffa-7385-5640-81b9-e52037218182"
version = "1.2.13"

[[Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"

[[StatsAPI]]
git-tree-sha1 = "1958272568dc176a1d881acb797beb909c785510"
uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
version = "1.0.0"

[[StatsBase]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
git-tree-sha1 = "eb35dcc66558b2dda84079b9a1be17557d32091a"
uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
version = "0.33.12"

[[StatsFuns]]
deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
git-tree-sha1 = "95072ef1a22b057b1e80f73c2a89ad238ae4cfff"
uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
version = "0.9.12"

[[SuiteSparse]]
deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"

[[TOML]]
deps = ["Dates"]
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"

[[TableTraits]]
deps = ["IteratorInterfaceExtensions"]
git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
version = "1.0.1"

[[Tables]]
deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
git-tree-sha1 = "fed34d0e71b91734bf0a7e10eb1bb05296ddbcd0"
uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
version = "1.6.0"

[[Tar]]
deps = ["ArgTools", "SHA"]
uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"

[[Test]]
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"

[[TimeZones]]
deps = ["Dates", "Downloads", "InlineStrings", "LazyArtifacts", "Mocking", "Pkg", "Printf", "RecipesBase", "Serialization", "Unicode"]
git-tree-sha1 = "8de32288505b7db196f36d27d7236464ef50dba1"
uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
version = "1.6.2"

[[TranscodingStreams]]
deps = ["Random", "Test"]
git-tree-sha1 = "216b95ea110b5972db65aa90f88d8d89dcb8851c"
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
version = "0.9.6"

[[UUIDs]]
deps = ["Random", "SHA"]
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"

[[Unicode]]
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"

[[WeakRefStrings]]
deps = ["DataAPI", "InlineStrings", "Parsers"]
git-tree-sha1 = "c69f9da3ff2f4f02e811c3323c22e5dfcb584cfa"
uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
version = "1.4.1"

[[WoodburyMatrices]]
deps = ["LinearAlgebra", "SparseArrays"]
git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
version = "0.5.5"

[[Zlib_jll]]
deps = ["Libdl"]
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"

[[nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"

[[p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
"""

# ╔═╡ Cell order:
# ╠═c2f327e8-3ca5-11ec-023b-c9dd2baf6fc6
# ╠═94f753ad-9d6b-451d-961f-c350b85e0e97
# ╠═19e57dd6-a043-491b-8e34-b7df4b9cb76d
# ╠═84bbfed7-43d3-4672-88cc-bb703abfc332
# ╠═614f2ac8-f38c-4ef9-a3f3-4cb3ff4b2aa0
# ╠═621bed20-826e-43ad-9b8a-989476684a54
# ╠═1083d501-695b-4e07-8004-36feb7f97f07
# ╠═5947d231-5b27-434e-a193-b40b60b2f989
# ╠═352d990d-dde4-47a4-b4d4-d6f1050f97af
# ╠═98ceb4c5-dbae-4371-b0ff-0fb52c871f9a
# ╠═a458f86d-9e55-4493-8e72-fe2de9585352
# ╠═b00c8db5-a04c-4fd6-9931-1dad47c0420b
# ╠═6c36fb90-86ec-41ca-a7bc-2f2f892d333d
# ╠═653abd92-7f98-4414-a45e-3451eefffe18
# ╠═0167c092-1a2a-48c7-95db-6b3b143fdfe8
# ╠═b9149116-5a25-4d7c-818e-bde09c65d5b5
# ╟─00000000-0000-0000-0000-000000000001
# ╟─00000000-0000-0000-0000-000000000002
