### A Pluto.jl notebook ###
# v0.15.1

using Markdown
using InteractiveUtils

# ╔═╡ 6eb805fc-08e2-11ec-26a6-f16f278813c4
using CSV,DataFrames,GLM, Plots, Statistics, StatsBase, RegressionTables, PlutoUI, OrdinalMultinomialModels

# ╔═╡ e02889cd-4aaf-431a-9514-35c2a73c0c1c
md"
# Some experiments modelling the Furlough Scheme using BoE data

See [Bank of England/NMG household survey data](https://www.bankofengland.co.uk/quarterly-bulletin/2011/q4/the-financial-position-of-british-households-evidence-from-the-2011-nmg-consulting-survey).

Data is 2020 sheet only, converted to CSV using Python Pandas, after way too much messing about (too wide for OO, all of the native Julia xlsx readers broke).

2020 was surveyed 25 August-15 September 2020.

"

# ╔═╡ bfa6c61f-ab0f-48d0-94cc-61bcc973d66e


# ╔═╡ a7f7c023-ad69-4483-8898-2520aea63250
begin
	
	bd = CSV.File( "/mnt/data/boe/boe.csv" ) |> DataFrame 
	# 2020 xlsx sheet only converted to csv via Panda
	
end

# ╔═╡ 7531f5e5-0d00-46ea-b840-5abbce4f9cde
md"""

## Main BoE Variables

`cv101` - Are you currently furloughed from your job?

* Yes – on full pay (1)
* Yes – on 80-99% of my pay (2)
* Yes – on less than 80% of my pay (3)
* No (4)

`dsoc` - dsoc [Coded social grade]	
	
* A (1)	
* B (2)	
* C1 (3)	
* C2 (4)	
* D (5)	
* E (6)	
* F (7)	[no obs for this in the dataset]
* None / not specified (99)	

`fgenage_1` - age

`qregion` - qregion
Which part of the UK do you live in?

* North (1)
* North West (2)
* Yorks & Humberside (3)
* West Midlands (4)
* East Midlands (5)
* East Anglia (6)
* South West (7)
* South East (8)
* Greater London (9)
* Wales (10)
* Scotland (11)
* Northern Ireland (12)
* Not On Map (99)
* Non UK (13)

`fgen` - fgen

* Male (1)
* Female (2)

`qhousing` - qhousing

* Being bought on a mortgage (1)
* Owned outright by household (2)
* Rented from local authority (3)
* Rented from a private landlord (4)
* Belongs to housing association (5)
* Other (please specify) (98)____________
* Prefer not to state (96)

a20workingstatus - Which one of these currently applies to you? If you are currently taking sick leave or paid leave please state whether you usually work full time or part time.

* Have paid job - working full time (30+ hours per week) (1)
* Have paid job - working part time (up to 29 hours per week) (2)
* Furloughed (i.e. you remain employed but are absent from work at present and will continue receiving some or all of your wages) (3)
* Taking temporary unpaid leave (4)
* Self-employed (5)
* Full time student/still at school (6)
* Unemployed and seeking work (7)
* Retired (8)
* Not in paid work because of long term illness or disability (9)
* Not in paid work for other reason (10)
* Prefer not to state (11)

`industry` - What does the firm/organisation you work for in your main job mainly make or do (at the place where you work)?

* Agriculture, forestry and fishing (1)
* Mining and quarrying (2)
* Energy and water (3)
* Manufacturing (4)
* Construction (5)
* Transport and storage (6)
* Wholesale, retail, hotels and restaurants (7)
* Information, communication and IT (8)
* Banking, finance and insurance (9)
* Real estate activities (10)
* Professional, scientific and technical activities (11)
* Administrative and support service activities (12)
* Public administration, defence, education and health (13)
* Arts, entertainment and recreation (14)
* Other services (15)
* Don't know (16)
* Prefer not to state (17)

`bc1b` - Do you work within the public sector?

* Yes (1)
* No (2)
* Don't know (3)
* Prefer not to state (4)


"""

# ╔═╡ d9c08ca1-91fc-4a54-ab49-477d73abd709
# some new vars
begin
	# binary
	n = size(bd)[1]
	bd.furloughed = 0 .< bd.cv101 .< 4
	# stepped
	bd.furloughed_v = zeros(n)
	for i in 1:n
		r = bd[i,:]
		if r.cv101  == 4
			r.furloughed_v = 0
		elseif r.cv101  == 3
			r.furloughed_v = 1
		elseif r.cv101  == 2
			r.furloughed_v = 2
		elseif r.cv101  == 1
			r.furloughed_v = 3
		end
	end
	bd.public = bd.bc1b .== 1 # ? all missing? 
	bd.agric = bd.industry .== 1 # missing
	bd.age = bd.fgenage_1
	bd.agesq = bd.age.^2 ./ 1_000
	bd.female = bd.fgen .== 2
	bd.scot = bd.qregion .== 11
	bd.renter = 3 .<= bd.qhousing .<= 5
	bd.privrent = bd.qhousing .== 4
	bd.mortaged = bd.qhousing .== 1
	bd.pubrent = (bd.qhousing .== 3) .| (bd.qhousing .== 5)
	# note these are highest earner
	bd.headprof = bd.dsocialgrade .== 1
	bd.headinter = bd.dsocialgrade .== 2
	bd.headclerical = bd.dsocialgrade .== 3
	bd.headmanual = 4 .<= bd.dsocialgrade .<= 5
	bd.work = bd.a20workingstatus .<= 3
	bd.se = bd.a20workingstatus .== 5
end	


# ╔═╡ c1238987-ca73-4462-b83f-5c8cd6b747e9
md" A depressing number of possible good regressors are missing ..."

# ╔═╡ 8273704e-0476-4edf-b5e0-52eabf03392c
begin
	# Summary Stats
 (
		ind=countmap(bd.industry),
		work=countmap( bd.a20workingstatus ),
		hous=countmap( bd.qhousing  ),
		rent=countmap( bd.renter ),
		pubrent = countmap( bd.pubrent ),
		soc=countmap( bd.dsoc ),
		social=countmap( bd.dsocial ),
		fur=countmap( bd.cv101 ),
		furd=countmap( bd.furloughed ),
		furv=countmap( bd.furloughed_v ),
		age=countmap(bd.fgenage_1),
		sex=countmap(bd.fgen),
		scot=countmap(bd.scot),
		fsize=countmap(bd.firmsize),
		sgrade=countmap(bd.socialgrade),
		dsgrade=countmap(bd.dsocialgrade),
		marit=countmap(bd.qmarital)
 )
	
end

# ╔═╡ b515b283-84d9-4009-a291-53692f7ae8b7
begin
	wbd = bd[bd.work.==1,:]
m1 = glm( @formula( furloughed  ~ femalex + age + agesq + headprof + scot +  privrent + mortaged + pubrent ), wbd, Binomial(), ProbitLink())
	m2 = glm( @formula( furloughed  ~ female + age + agesq + scot +  privrent + mortaged ), wbd, Binomial(), ProbitLink())
	
	m3 = polr( @formula( furloughed_v  ~ female + age + agesq + scot +  privrent + mortaged ), wbd, ProbitLink())
	@eval regtable(m1,m2, renderSettings = latexOutput())
	[m1,m2,m3]
end

# ╔═╡ 09ca7083-23ae-47f0-a670-27acf564b36c
md"This seems the best I can do with what's there."

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
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StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"

[compat]
CSV = "~0.8.5"
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[[GeometryBasics]]
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[[Gettext_jll]]
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[[Glib_jll]]
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[[Grisu]]
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[[GroupedArrays]]
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[[HTTP]]
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[[InvertedIndices]]
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[[Ipopt]]
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[[Ipopt_jll]]
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[[IrrationalConstants]]
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[[JLLWrappers]]
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[[JSON]]
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[[JSONSchema]]
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[[JpegTurbo_jll]]
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[[LAME_jll]]
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[[LZO_jll]]
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[[LaTeXStrings]]
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[[Latexify]]
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[[LazyArtifacts]]
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[[LibCURL]]
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[[LibCURL_jll]]
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[[LibGit2]]
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[[LibSSH2_jll]]
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[[LibVPX_jll]]
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[[Libdl]]
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[[Libffi_jll]]
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[[Libgcrypt_jll]]
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[[Libglvnd_jll]]
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[[Libgpg_error_jll]]
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[[Libiconv_jll]]
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[[Libmount_jll]]
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[[Libtiff_jll]]
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[[Libuuid_jll]]
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[[LogExpFunctions]]
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[[METIS_jll]]
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[[MUMPS_seq_jll]]
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[[Markdown]]
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[[MathOptInterface]]
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[[MathProgBase]]
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[[MbedTLS]]
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[[MbedTLS_jll]]
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[[Measures]]
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[[Mmap]]
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[[Mocking]]
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[[MozillaCACerts_jll]]
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[[MutableArithmetics]]
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[[NLopt]]
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[[NLopt_jll]]
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[[NaNMath]]
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[[NetworkOptions]]
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[[Ogg_jll]]
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[[OpenBLAS32_jll]]
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[[OpenSSL_jll]]
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[[OpenSpecFun_jll]]
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[[Opus_jll]]
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[[OrdinalMultinomialModels]]
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[[PCRE_jll]]
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[[PDMats]]
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[[Pixman_jll]]
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[[PlotThemes]]
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[[Plots]]
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[[PlutoUI]]
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[[PooledArrays]]
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[[PrettyTables]]
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[[Printf]]
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[[Qt5Base_jll]]
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[[QuadGK]]
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uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
version = "2.4.1"

[[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 = "06d4da8e540edb0314e88235b2e8f0429404fdb7"
uuid = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
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[[REPL]]
deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"

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

[[RecipesBase]]
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[[RecipesPipeline]]
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git-tree-sha1 = "e377b29ebe56fadd8b40b04d8eb117c98d0a9960"
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[[Reexport]]
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[[RegressionTables]]
deps = ["Compat", "Distributions", "FixedEffectModels", "Formatting", "GLM", "Statistics", "StatsBase", "StatsModels", "UnPack"]
git-tree-sha1 = "db358ecc957106d8860e077893654683eca8b9ca"
uuid = "d519eb52-b820-54da-95a6-98e1306fdade"
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[[Requires]]
deps = ["UUIDs"]
git-tree-sha1 = "4036a3bd08ac7e968e27c203d45f5fff15020621"
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
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[[Rmath]]
deps = ["Random", "Rmath_jll"]
git-tree-sha1 = "bf3188feca147ce108c76ad82c2792c57abe7b1f"
uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
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[[Rmath_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "68db32dff12bb6127bac73c209881191bf0efbb7"
uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
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[[SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"

[[Scratch]]
deps = ["Dates"]
git-tree-sha1 = "0b4b7f1393cff97c33891da2a0bf69c6ed241fda"
uuid = "6c6a2e73-6563-6170-7368-637461726353"
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[[SentinelArrays]]
deps = ["Dates", "Random"]
git-tree-sha1 = "54f37736d8934a12a200edea2f9206b03bdf3159"
uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
version = "1.3.7"

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

[[ShiftedArrays]]
git-tree-sha1 = "22395afdcf37d6709a5a0766cc4a5ca52cb85ea0"
uuid = "1277b4bf-5013-50f5-be3d-901d8477a67a"
version = "1.0.0"

[[Showoff]]
deps = ["Dates", "Grisu"]
git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de"
uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
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[[Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"

[[SortingAlgorithms]]
deps = ["DataStructures"]
git-tree-sha1 = "b3363d7460f7d098ca0912c69b082f75625d7508"
uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
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[[SparseArrays]]
deps = ["LinearAlgebra", "Random"]
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"

[[SpecialFunctions]]
deps = ["ChainRulesCore", "LogExpFunctions", "OpenSpecFun_jll"]
git-tree-sha1 = "a322a9493e49c5f3a10b50df3aedaf1cdb3244b7"
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
version = "1.6.1"

[[StaticArrays]]
deps = ["LinearAlgebra", "Random", "Statistics"]
git-tree-sha1 = "3240808c6d463ac46f1c1cd7638375cd22abbccb"
uuid = "90137ffa-7385-5640-81b9-e52037218182"
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[[Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"

[[StatsAPI]]
git-tree-sha1 = "1958272568dc176a1d881acb797beb909c785510"
uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
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[[StatsBase]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
git-tree-sha1 = "fed1ec1e65749c4d96fc20dd13bea72b55457e62"
uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
version = "0.33.9"

[[StatsFuns]]
deps = ["IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
git-tree-sha1 = "20d1bb720b9b27636280f751746ba4abb465f19d"
uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
version = "0.9.9"

[[StatsModels]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "ShiftedArrays", "SparseArrays", "StatsBase", "StatsFuns", "Tables"]
git-tree-sha1 = "a209a68f72601f8aa0d3a7c4e50ba3f67e32e6f8"
uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
version = "0.6.24"

[[StructArrays]]
deps = ["Adapt", "DataAPI", "StaticArrays", "Tables"]
git-tree-sha1 = "1700b86ad59348c0f9f68ddc95117071f947072d"
uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
version = "0.6.1"

[[StructTypes]]
deps = ["Dates", "UUIDs"]
git-tree-sha1 = "e36adc471280e8b346ea24c5c87ba0571204be7a"
uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
version = "1.7.2"

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

[[Suppressor]]
git-tree-sha1 = "a819d77f31f83e5792a76081eee1ea6342ab8787"
uuid = "fd094767-a336-5f1f-9728-57cf17d0bbfb"
version = "0.2.0"

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

[[TableTraits]]
deps = ["IteratorInterfaceExtensions"]
git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
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[[Tables]]
deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
git-tree-sha1 = "d0c690d37c73aeb5ca063056283fde5585a41710"
uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
version = "1.5.0"

[[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", "Future", "LazyArtifacts", "Mocking", "Pkg", "Printf", "RecipesBase", "Serialization", "Unicode"]
git-tree-sha1 = "6c9040665b2da00d30143261aea22c7427aada1c"
uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
version = "1.5.7"

[[TranscodingStreams]]
deps = ["Random", "Test"]
git-tree-sha1 = "216b95ea110b5972db65aa90f88d8d89dcb8851c"
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
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[[URIs]]
git-tree-sha1 = "97bbe755a53fe859669cd907f2d96aee8d2c1355"
uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
version = "1.3.0"

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

[[UnPack]]
git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
version = "1.0.2"

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

[[Vcov]]
deps = ["Combinatorics", "GroupedArrays", "LinearAlgebra", "StatsBase", "Tables"]
git-tree-sha1 = "b382811c8beba117f70c07a42f3f18b3075a39db"
uuid = "ec2bfdc2-55df-4fc9-b9ae-4958c2cf2486"
version = "0.5.0"

[[Wayland_jll]]
deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"]
git-tree-sha1 = "3e61f0b86f90dacb0bc0e73a0c5a83f6a8636e23"
uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89"
version = "1.19.0+0"

[[Wayland_protocols_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll"]
git-tree-sha1 = "2839f1c1296940218e35df0bbb220f2a79686670"
uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
version = "1.18.0+4"

[[XML2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
git-tree-sha1 = "1acf5bdf07aa0907e0a37d3718bb88d4b687b74a"
uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
version = "2.9.12+0"

[[XSLT_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
git-tree-sha1 = "91844873c4085240b95e795f692c4cec4d805f8a"
uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
version = "1.1.34+0"

[[Xorg_libX11_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
git-tree-sha1 = "5be649d550f3f4b95308bf0183b82e2582876527"
uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
version = "1.6.9+4"

[[Xorg_libXau_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "4e490d5c960c314f33885790ed410ff3a94ce67e"
uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
version = "1.0.9+4"

[[Xorg_libXcursor_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
git-tree-sha1 = "12e0eb3bc634fa2080c1c37fccf56f7c22989afd"
uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
version = "1.2.0+4"

[[Xorg_libXdmcp_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "4fe47bd2247248125c428978740e18a681372dd4"
uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
version = "1.1.3+4"

[[Xorg_libXext_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3"
uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
version = "1.3.4+4"

[[Xorg_libXfixes_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "0e0dc7431e7a0587559f9294aeec269471c991a4"
uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
version = "5.0.3+4"

[[Xorg_libXi_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
git-tree-sha1 = "89b52bc2160aadc84d707093930ef0bffa641246"
uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
version = "1.7.10+4"

[[Xorg_libXinerama_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"]
git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123"
uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
version = "1.1.4+4"

[[Xorg_libXrandr_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631"
uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
version = "1.5.2+4"

[[Xorg_libXrender_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
version = "0.9.10+4"

[[Xorg_libpthread_stubs_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "6783737e45d3c59a4a4c4091f5f88cdcf0908cbb"
uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
version = "0.1.0+3"

[[Xorg_libxcb_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
git-tree-sha1 = "daf17f441228e7a3833846cd048892861cff16d6"
uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
version = "1.13.0+3"

[[Xorg_libxkbfile_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "926af861744212db0eb001d9e40b5d16292080b2"
uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
version = "1.1.0+4"

[[Xorg_xcb_util_image_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
version = "0.4.0+1"

[[Xorg_xcb_util_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
version = "0.4.0+1"

[[Xorg_xcb_util_keysyms_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
version = "0.4.0+1"

[[Xorg_xcb_util_renderutil_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
version = "0.3.9+1"

[[Xorg_xcb_util_wm_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
version = "0.4.1+1"

[[Xorg_xkbcomp_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxkbfile_jll"]
git-tree-sha1 = "4bcbf660f6c2e714f87e960a171b119d06ee163b"
uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
version = "1.4.2+4"

[[Xorg_xkeyboard_config_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xkbcomp_jll"]
git-tree-sha1 = "5c8424f8a67c3f2209646d4425f3d415fee5931d"
uuid = "33bec58e-1273-512f-9401-5d533626f822"
version = "2.27.0+4"

[[Xorg_xtrans_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "79c31e7844f6ecf779705fbc12146eb190b7d845"
uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
version = "1.4.0+3"

[[ZipFile]]
deps = ["Libdl", "Printf", "Zlib_jll"]
git-tree-sha1 = "c3a5637e27e914a7a445b8d0ad063d701931e9f7"
uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
version = "0.9.3"

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

[[Zstd_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "cc4bf3fdde8b7e3e9fa0351bdeedba1cf3b7f6e6"
uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
version = "1.5.0+0"

[[libass_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
git-tree-sha1 = "acc685bcf777b2202a904cdcb49ad34c2fa1880c"
uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
version = "0.14.0+4"

[[libfdk_aac_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "7a5780a0d9c6864184b3a2eeeb833a0c871f00ab"
uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
version = "0.1.6+4"

[[libpng_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
version = "1.6.38+0"

[[libvorbis_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
git-tree-sha1 = "c45f4e40e7aafe9d086379e5578947ec8b95a8fb"
uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
version = "1.3.7+0"

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

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

[[x264_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "d713c1ce4deac133e3334ee12f4adff07f81778f"
uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
version = "2020.7.14+2"

[[x265_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "487da2f8f2f0c8ee0e83f39d13037d6bbf0a45ab"
uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
version = "3.0.0+3"

[[xkbcommon_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
git-tree-sha1 = "ece2350174195bb31de1a63bea3a41ae1aa593b6"
uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
version = "0.9.1+5"
"""

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