From d9fd594952d06913dda6674f0d3c72c9f4869280 Mon Sep 17 00:00:00 2001
From: G Jake Gebbie <ggebbie@whoi.edu>
Date: Mon, 21 Sep 2026 16:13:17 -0400
Subject: [PATCH 1/2] update conda environment

---
 CondaPkg.toml | 24 +++++++++++++-----------
 1 file changed, 13 insertions(+), 11 deletions(-)

diff --git a/CondaPkg.toml b/CondaPkg.toml
index 555e81b3..d0e23a84 100644
--- a/CondaPkg.toml
+++ b/CondaPkg.toml
@@ -1,19 +1,21 @@
+[deps]
+conda = "=26.7.2"
 
-[deps.openssl]
-version = "<=julia"
+    [deps.openssl]
+    version = "<=julia"
 
-[deps.libstdcxx]
-version = "<=julia"
+    [deps.libstdcxx]
+    version = "<=julia"
 
-[deps.libstdcxx-ng]
-version = "<=julia"
+    [deps.libstdcxx-ng]
+    version = "<=julia"
 
-[deps.python]
-build = "**cpython**"
-version = ">=3.10,!=3.14.0,!=3.14.1,<4"
+    [deps.python]
+    build = "**cpython**"
+    version = ">=3.10,!=3.14.0,!=3.14.1,<4"
 
 [dev.deps]
-matplotlib = ""
 numpy = ""
-pyside6 = ""
 pandas = ""
+pyside6 = ""
+matplotlib = ""

From fb0f406a2b0268d8ca7738834a02f5b013967cb5 Mon Sep 17 00:00:00 2001
From: G Jake Gebbie <ggebbie@whoi.edu>
Date: Mon, 21 Sep 2026 16:13:39 -0400
Subject: [PATCH 2/2] make the species list "Ordered" to satisfy Python
 ecosystem

---
 examples/seaborn.jl | 531 ++++++++++++++++++++++++++++++++------------
 1 file changed, 390 insertions(+), 141 deletions(-)

diff --git a/examples/seaborn.jl b/examples/seaborn.jl
index 240c2f9b..402be436 100644
--- a/examples/seaborn.jl
+++ b/examples/seaborn.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.19.8
+# v1.0.3
 
 using Markdown
 using InteractiveUtils
@@ -10,9 +10,16 @@ using CondaPkg; CondaPkg.add("seaborn");
 # ╔═╡ 545b2750-1bc5-11ec-1d6a-275133eec22d
 using PythonCall, RDatasets;
 
+# ╔═╡ 5685de3a-e4d5-4daa-92e3-07edfe04bc4f
+using CategoricalArrays
+
 # ╔═╡ dbf0b8fc-d9d1-492a-892e-79f1ea86c345
 iris = dataset("datasets", "iris");
 
+# ╔═╡ 4bf32b0e-67df-4e4d-8e34-2361aef25702
+# make the species list "Ordered" to satisfy the changing Python ecosystem.
+iris[!, "Species"] = ordered!(iris[!, "Species"], true)
+
 # ╔═╡ 41f6b405-3436-4058-979e-bcf7be661e9a
 sns = pyimport("seaborn"); sns.set_theme();
 
@@ -22,433 +29,675 @@ sns.pairplot(pytable(iris), hue="Species")
 # ╔═╡ 00000000-0000-0000-0000-000000000001
 PLUTO_PROJECT_TOML_CONTENTS = """
 [deps]
+CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"
 CondaPkg = "992eb4ea-22a4-4c89-a5bb-47a3300528ab"
 PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
 RDatasets = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
 
 [compat]
-CondaPkg = "~0.2.10"
-PythonCall = "~0.9.0"
-RDatasets = "~0.7.7"
+CategoricalArrays = "~1.1.1"
+CondaPkg = "~0.2.36"
+PythonCall = "~0.9.35"
+RDatasets = "~0.8.1"
 """
 
 # ╔═╡ 00000000-0000-0000-0000-000000000002
 PLUTO_MANIFEST_TOML_CONTENTS = """
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.7.3"
-manifest_format = "2.0"
+julia_version = "1.13.0"
+manifest_format = "2.1"
+project_hash = "06c6f2846c315b3ea0b0d08f89a819bc0d3e895a"
 
 [[deps.ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
+version = "1.1.2"
 
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
+version = "1.11.0"
 
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
+version = "1.11.0"
 
 [[deps.CSV]]
-deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings"]
-git-tree-sha1 = "873fb188a4b9d76549b81465b1f75c82aaf59238"
+deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
+git-tree-sha1 = "abed1e735dd4152f48c90cf0767e1790e25f332f"
+registries = "General"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-version = "0.10.4"
+version = "0.10.17"
 
 [[deps.CategoricalArrays]]
-deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
-git-tree-sha1 = "5f5a975d996026a8dd877c35fe26a7b8179c02ba"
+deps = ["Compat", "DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
+git-tree-sha1 = "20ff1463035a170b25eba2ef9823bb9ad51635e4"
+registries = "General"
 uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597"
-version = "0.10.6"
+version = "1.1.1"
+
+    [deps.CategoricalArrays.extensions]
+    CategoricalArraysArrowExt = "Arrow"
+    CategoricalArraysJSONExt = "JSON"
+    CategoricalArraysRecipesBaseExt = "RecipesBase"
+    CategoricalArraysSentinelArraysExt = "SentinelArrays"
+    CategoricalArraysStatsBaseExt = "StatsBase"
+    CategoricalArraysStructTypesExt = "StructTypes"
+
+    [deps.CategoricalArrays.weakdeps]
+    Arrow = "69666777-d1a9-59fb-9406-91d4454c9d45"
+    JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+    RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
+    SentinelArrays = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
+    StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
+    StructTypes = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "ded953804d019afa9a3f98981d99b33e3db7b6da"
+git-tree-sha1 = "970758a3d591a2a5c2a907c53f2e2f8c1b1d3537"
+registries = "General"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.0"
+version = "0.7.9"
 
 [[deps.Compat]]
-deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
-git-tree-sha1 = "9be8be1d8a6f44b96482c8af52238ea7987da3e3"
+deps = ["TOML", "UUIDs"]
+git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad"
+registries = "General"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "3.45.0"
+version = "4.18.1"
+weakdeps = ["Dates", "LinearAlgebra"]
+
+    [deps.Compat.extensions]
+    CompatLinearAlgebraExt = "LinearAlgebra"
 
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
+version = "1.5.5+2"
 
 [[deps.CondaPkg]]
-deps = ["JSON3", "Markdown", "MicroMamba", "Pkg", "TOML"]
-git-tree-sha1 = "75ec3b585578d855204e6671dedbb75347d57465"
+deps = ["JSON", "Markdown", "MicroMamba", "Pidfile", "Pkg", "Preferences", "Scratch", "TOML", "pixi_jll"]
+git-tree-sha1 = "2b1afb8ae65a0758795b00adafb37f97e67ef0e9"
+registries = "General"
 uuid = "992eb4ea-22a4-4c89-a5bb-47a3300528ab"
-version = "0.2.10"
+version = "0.2.36"
 
 [[deps.Crayons]]
-git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
+git-tree-sha1 = "54b76cbb40d9a0f5368c880725b2f141da77c94f"
+registries = "General"
 uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
-version = "4.1.1"
+version = "4.2.0"
 
 [[deps.DataAPI]]
-git-tree-sha1 = "fb5f5316dd3fd4c5e7c30a24d50643b73e37cd40"
+git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
+registries = "General"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.10.0"
+version = "1.16.0"
 
 [[deps.DataFrames]]
-deps = ["Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Reexport", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
-git-tree-sha1 = "daa21eb85147f72e41f6352a57fccea377e310a9"
+deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
+git-tree-sha1 = "5fab31e2e01e70ad66e3e24c968c264d1cf166d6"
+registries = "General"
 uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
-version = "1.3.4"
+version = "1.8.2"
 
 [[deps.DataStructures]]
-deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "d1fff3a548102f48987a52a2e0d114fa97d730f0"
+deps = ["OrderedCollections"]
+git-tree-sha1 = "b0bc6d2cad1fed8b7fd59a1551a991cb3d2809e6"
+registries = "General"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.13"
+version = "0.19.6"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
+registries = "General"
 uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
 version = "1.0.0"
 
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
-
-[[deps.DelimitedFiles]]
-deps = ["Mmap"]
-uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
-
-[[deps.Distributed]]
-deps = ["Random", "Serialization", "Sockets"]
-uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+version = "1.11.0"
 
 [[deps.Downloads]]
 deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
+version = "1.7.0"
 
 [[deps.ExprTools]]
-git-tree-sha1 = "56559bbef6ca5ea0c0818fa5c90320398a6fbf8d"
+git-tree-sha1 = "d2e49e7efd29719d6f28b891b0e0e159daa9d2b4"
+registries = "General"
 uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
-version = "0.1.8"
+version = "0.1.11"
 
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "9267e5f50b0e12fdfd5a2455534345c4cf2c7f7a"
+git-tree-sha1 = "6621fef488e496356c9c9625d0562c12a6070819"
+registries = "General"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.14.0"
+version = "1.20.0"
+
+    [deps.FileIO.extensions]
+    HTTPExt = "HTTP"
+
+    [deps.FileIO.weakdeps]
+    HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"
 
 [[deps.FilePathsBase]]
-deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
-git-tree-sha1 = "129b104185df66e408edd6625d480b7f9e9823a0"
+deps = ["Compat", "Dates"]
+git-tree-sha1 = "3bab2c5aa25e7840a4b065805c0cdfc01f3068d2"
+registries = "General"
 uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
-version = "0.9.18"
+version = "0.9.24"
+weakdeps = ["Mmap", "Test"]
+
+    [deps.FilePathsBase.extensions]
+    FilePathsBaseMmapExt = "Mmap"
+    FilePathsBaseTestExt = "Test"
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
-
-[[deps.Formatting]]
-deps = ["Printf"]
-git-tree-sha1 = "8339d61043228fdd3eb658d86c926cb282ae72a8"
-uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
-version = "0.4.2"
+version = "1.11.0"
 
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
+version = "1.11.0"
 
 [[deps.InlineStrings]]
-deps = ["Parsers"]
-git-tree-sha1 = "61feba885fac3a407465726d0c330b3055df897f"
+git-tree-sha1 = "06b65886c7577a3784d616e29f1302c2e36e389d"
+registries = "General"
 uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
-version = "1.1.2"
+version = "1.4.6"
+
+    [deps.InlineStrings.extensions]
+    ArrowTypesExt = "ArrowTypes"
+    ParsersExt = "Parsers"
+
+    [deps.InlineStrings.weakdeps]
+    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
+    Parsers = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
+version = "1.11.0"
 
 [[deps.InvertedIndices]]
-git-tree-sha1 = "bee5f1ef5bf65df56bdd2e40447590b272a5471f"
+git-tree-sha1 = "6da3c4316095de0f5ee2ebd875df8721e7e0bdbe"
+registries = "General"
 uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
-version = "1.1.0"
+version = "1.3.1"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
+registries = "General"
 uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
-[[deps.JSON3]]
-deps = ["Dates", "Mmap", "Parsers", "StructTypes", "UUIDs"]
-git-tree-sha1 = "fd6f0cae36f42525567108a42c1c674af2ac620d"
-uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
-version = "1.9.5"
+[[deps.JLLWrappers]]
+deps = ["Artifacts", "Preferences"]
+git-tree-sha1 = "7204148362dafe5fe6a273f855b8ccbe4df8173e"
+registries = "General"
+uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
+version = "1.8.0"
+
+[[deps.JSON]]
+deps = ["Dates", "Logging", "Parsers", "PrecompileTools", "StructUtils", "UUIDs", "Unicode"]
+git-tree-sha1 = "633b5a34494e711f694ccbc88a6e00102f10238c"
+registries = "General"
+uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+version = "1.9.0"
+
+    [deps.JSON.extensions]
+    JSONArrowExt = ["ArrowTypes"]
+
+    [deps.JSON.weakdeps]
+    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
+
+[[deps.JuliaSyntaxHighlighting]]
+deps = ["StyledStrings"]
+uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011"
+version = "1.12.0"
+
+[[deps.LaTeXStrings]]
+git-tree-sha1 = "f88f3ccef05a6a72a0cf0ed417c8fd68530f4ab2"
+registries = "General"
+uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
+version = "1.4.1"
 
 [[deps.LazyArtifacts]]
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
+version = "1.11.0"
 
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
+version = "1.0.0"
 
 [[deps.LibCURL_jll]]
-deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "LibSSH2_jll", "Libdl", "OpenSSL_jll", "Zlib_jll", "Zstd_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
+version = "8.18.0+1"
 
 [[deps.LibGit2]]
-deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
+deps = ["LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
+version = "1.11.0"
+
+[[deps.LibGit2_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "LibSSH2_jll", "Libdl", "OpenSSL_jll", "PCRE2_jll", "Zlib_jll"]
+uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
+version = "1.9.1+0"
 
 [[deps.LibSSH2_jll]]
-deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl", "OpenSSL_jll", "Zlib_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
+version = "1.11.103+0"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
+version = "1.11.0"
 
 [[deps.LinearAlgebra]]
-deps = ["Libdl", "libblastrampoline_jll"]
+deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+version = "1.13.0"
 
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
+version = "1.11.0"
 
 [[deps.MacroTools]]
-deps = ["Markdown", "Random"]
-git-tree-sha1 = "3d3e902b31198a27340d0bf00d6ac452866021cf"
+git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
+registries = "General"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.9"
+version = "0.5.16"
 
 [[deps.Markdown]]
-deps = ["Base64"]
+deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
-
-[[deps.MbedTLS_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
+version = "1.11.0"
 
 [[deps.MicroMamba]]
-deps = ["Pkg", "Scratch"]
-git-tree-sha1 = "18ae2d81035c717f9b0d92c809575266dfe73cc9"
+deps = ["Pkg", "Scratch", "micromamba_jll"]
+git-tree-sha1 = "535656ce55266bfed0575cd051acc4f36dc869a0"
+registries = "General"
 uuid = "0b3b1443-0f03-428d-bdfb-f27f9c1191ea"
-version = "0.1.8"
+version = "0.1.15"
 
 [[deps.Missings]]
 deps = ["DataAPI"]
-git-tree-sha1 = "bf210ce90b6c9eed32d25dbcae1ebc565df2687f"
+git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d"
+registries = "General"
 uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "1.0.2"
+version = "1.2.0"
 
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
+version = "1.11.0"
 
 [[deps.Mocking]]
 deps = ["Compat", "ExprTools"]
-git-tree-sha1 = "29714d0a7a8083bba8427a4fbfb00a540c681ce7"
+git-tree-sha1 = "2c140d60d7cb82badf06d8783800d0bcd1a7daa2"
+registries = "General"
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 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
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 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
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 [[deps.OpenBLAS_jll]]
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+
+[[deps.OpenSSL_jll]]
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-git-tree-sha1 = "85f8e6578bf1f9ee0d11e7bb1b1456435479d47c"
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 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
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+
+[[deps.PCRE2_jll]]
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 [[deps.Parsers]]
-deps = ["Dates"]
-git-tree-sha1 = "0044b23da09b5608b4ecacb4e5e6c6332f833a7e"
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+
+[[deps.Pidfile]]
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+deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "Zstd_jll", "p7zip_jll"]
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+
+    [deps.Pkg.extensions]
+    REPLExt = "REPL"
 
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+    [deps.PrettyTables.extensions]
+    PrettyTablesExcelExt = "XLSX"
+    PrettyTablesTypstryExt = "Typstry"
+
+    [deps.PrettyTables.weakdeps]
+    Typstry = "f0ed7684-a786-439e-b1e3-3b82803b501e"
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+    [deps.PythonCall.weakdeps]
+    CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"
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 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
+deps = ["Base64", "Dates", "FileWatching", "InteractiveUtils", "JuliaSyntaxHighlighting", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
+version = "1.11.0"
 
 [[deps.Random]]
-deps = ["SHA", "Serialization"]
+deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
-
-[[deps.RecipesBase]]
-git-tree-sha1 = "6bf3f380ff52ce0832ddd3a2a7b9538ed1bcca7d"
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 [[deps.Reexport]]
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 uuid = "189a3867-3050-52da-a836-e630ba90ab69"
 version = "1.2.2"
 
 [[deps.Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
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 [[deps.SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
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 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "0b4b7f1393cff97c33891da2a0bf69c6ed241fda"
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 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "db8481cf5d6278a121184809e9eb1628943c7704"
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 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
-
-[[deps.SharedArrays]]
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-uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
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 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
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 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "b3363d7460f7d098ca0912c69b082f75625d7508"
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 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
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-
-[[deps.SparseArrays]]
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-uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
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 [[deps.Statistics]]
-deps = ["LinearAlgebra", "SparseArrays"]
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 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
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-[[deps.StructTypes]]
+    [deps.Statistics.extensions]
+    SparseArraysExt = ["SparseArrays"]
+
+    [deps.Statistics.weakdeps]
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+
+[[deps.StringManipulation]]
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+
+[[deps.StructUtils]]
 deps = ["Dates", "UUIDs"]
-git-tree-sha1 = "d24a825a95a6d98c385001212dc9020d609f2d4f"
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+
+    [deps.StructUtils.extensions]
+    StructUtilsLazilyInitializedFieldsExt = ["LazilyInitializedFields"]
+    StructUtilsMeasurementsExt = ["Measurements"]
+    StructUtilsStaticArraysCoreExt = ["StaticArraysCore"]
+    StructUtilsTablesExt = ["Tables"]
+
+    [deps.StructUtils.weakdeps]
+    LazilyInitializedFields = "0e77f7df-68c5-4e49-93ce-4cd80f5598bf"
+    Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7"
+    StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
+    Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
+
+[[deps.StyledStrings]]
+uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
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 [[deps.TOML]]
 deps = ["Dates"]
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+version = "1.0.3"
+
+[[deps.TZJData]]
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 [[deps.TableTraits]]
 deps = ["IteratorInterfaceExtensions"]
 git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
+registries = "General"
 uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
 version = "1.0.1"
 
 [[deps.Tables]]
-deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits", "Test"]
-git-tree-sha1 = "5ce79ce186cc678bbb5c5681ca3379d1ddae11a1"
+deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
+git-tree-sha1 = "a94d9bdda1b7bed0046cea645639ab3f62196fac"
+registries = "General"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
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+version = "1.14.0"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
 uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
+version = "1.10.0"
 
 [[deps.Test]]
 deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+version = "1.11.0"
 
 [[deps.TimeZones]]
-deps = ["Dates", "Downloads", "InlineStrings", "LazyArtifacts", "Mocking", "Printf", "RecipesBase", "Serialization", "Unicode"]
-git-tree-sha1 = "0a359b0ee27e4fbc90d9b3da1f48ddc6f98a0c9e"
+deps = ["Artifacts", "Dates", "Downloads", "InlineStrings", "Mocking", "Printf", "Scratch", "TZJData", "Unicode", "p7zip_jll"]
+git-tree-sha1 = "d422301b2a1e294e3e4214061e44f338cafe18a2"
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 uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
-version = "1.7.3"
+version = "1.22.2"
+
+    [deps.TimeZones.extensions]
+    TimeZonesRecipesBaseExt = "RecipesBase"
+
+    [deps.TimeZones.weakdeps]
+    RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "216b95ea110b5972db65aa90f88d8d89dcb8851c"
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 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
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 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+version = "1.11.0"
 
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
+version = "1.11.0"
 
 [[deps.UnsafePointers]]
 git-tree-sha1 = "c81331b3b2e60a982be57c046ec91f599ede674a"
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 uuid = "e17b2a0c-0bdf-430a-bd0c-3a23cae4ff39"
 version = "1.0.0"
 
 [[deps.WeakRefStrings]]
 deps = ["DataAPI", "InlineStrings", "Parsers"]
-git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
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+
+[[deps.WorkerUtilities]]
+git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
+registries = "General"
+uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
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 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
+version = "1.3.1+2"
+
+[[deps.Zstd_jll]]
+deps = ["CompilerSupportLibraries_jll", "Libdl"]
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 [[deps.libblastrampoline_jll]]
-deps = ["Artifacts", "Libdl", "OpenBLAS_jll"]
+deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
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+
+[[deps.micromamba_jll]]
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 [[deps.nghttp2_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
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 [[deps.p7zip_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
+version = "17.8.2+0"
+
+[[deps.pixi_jll]]
+deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "56c56fede8f01e1be7e2fdf1eb911487640619a0"
+registries = "General"
+uuid = "4d7b5844-a134-5dcd-ac86-c8f19cd51bed"
+version = "0.76.2+0"
+
+[registries.General]
+url = "https://github.com/JuliaRegistries/General.git"
+uuid = "23338594-aafe-5451-b93e-139f81909106"
 """
 
 # ╔═╡ Cell order:
 # ╠═e9dcc3e9-7c0f-40aa-b633-1242aacca66c
 # ╠═545b2750-1bc5-11ec-1d6a-275133eec22d
+# ╠═5685de3a-e4d5-4daa-92e3-07edfe04bc4f
 # ╠═dbf0b8fc-d9d1-492a-892e-79f1ea86c345
+# ╠═4bf32b0e-67df-4e4d-8e34-2361aef25702
 # ╠═41f6b405-3436-4058-979e-bcf7be661e9a
 # ╠═9f8ddcfe-778e-4e33-9308-c4acb409770f
 # ╟─00000000-0000-0000-0000-000000000001