synth data

CITATION.cff

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+cff-version: 1.2.0
+title: Scotben - A Tax Benefit Model For Scotland
+message: >-
+  If you use this software, please cite it using the
+  metadata from this file.
+type: software
+authors:
+  - given-names: Graham
+    family-names: Stark
+    email: [email protected]
+    orcid: 'https://orcid.org/0000-0002-4740-8711'
+repository-code: 'https://github.com/grahamstark/ScottishTaxBenefitModel.jl/'
+abstract: >-
+  This is a Tax Benefit Model for Scotland. To my knowledge,
+  this is the first model specifically built for Scotland,
+  and the first fully Open Source one anywhere. It is
+  designed to use data from the Family Resources Survey,
+  possibly augmented by other datasets later on.
+keywords:
+  - microsimulation
+  - economics
+  - taxation
+  - benefits
+license: MIT

scripts/conjoint-data-quickie,jl

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+using StatsBase,CSV,DataFrames
+
+cj = CSV.File( "/mnt/data/Northumbria/conjoint/Data and R code/conjointdata.csv") |> DataFrame
+
+100*collect(values(countmap(cj."Ethnicity simplified")))./n
+# 77% white
+
+100*collect(values(countmap(cj."Sex")))./n
+
+# 43% M/F 
+
+100*collect(values(countmap(cj."vote.last")))./n
+
+# 25% conservative 35% Labour 17% non-voting
+
+# non voter adj
+q = 1/(1-((1710+2400+30+810)/n))
+
+q .* 100*collect(values(countmap(cj."vote.last")))./n
+
+# 44.33 Lab 31.76 Con
+
+