diff --git a/README.md b/README.md
index ebf0b3f..902b535 100644
--- a/README.md
+++ b/README.md
@@ -162,6 +162,31 @@ julia> W2Mstr(W`b/(c^(a+c))`)
 ```
 
 
+
+
+## W2Julia - Conversion to Julia structures
+W2Julia is designed primarily to convert wolfram structures to Julia structures. This includes conversions of Mathematica lists to Julia vectors and Mathematica associations to Julia dictionaries.
+
+Some examples or tests that will evaluate to true:
+
+```
+using Test
+@test W2Julia(W`{1,2,3}`) == [1,2,3]
+@test W2Julia([1,2,3]) == [1,2,3]
+@test W2Julia(W`{1,2,3}`) == [1,2,3]
+@test W2Julia(W`{1,a,{1,2}}`) == [1,W"a",[1,2]]
+@test W2Julia([.1,W`{1,a,3}`]) == [.1,[1,W"a",3]]
+
+@test W2Julia(Dict( 1 => "A" , "B" => 2)) ==Dict( 1 => "A" , "B" => 2)
+
+@test W2Julia(W`Association["A" -> "B", "C" -> "D"]`) == Dict( "A" => "B" , "C" => "D")
+
+@test W2Julia(W`Association["A" -> {1,a,3}, "B" -> "C"]`) == Dict( "A" => [1,W"a",3] , "B" => "C")
+```
+
+W2Julia does not convert expressions to Julia functions, as not all functions will be able to evaluate when WSymbols are present.
+
+
 ## LateX printing in JuPyter Notebooks
 Printing in Jupyter notebooks is, by default, done in latex.
 This can be turned off with the command `MathLink.set_texOutput(false)`
diff --git a/src/W2Julia.jl b/src/W2Julia.jl
index 5c70ae4..cdb282b 100644
--- a/src/W2Julia.jl
+++ b/src/W2Julia.jl
@@ -2,6 +2,29 @@
 
 export W2Julia
 
+"""
+W2Julia is designed primarily to convert wolfram structures to Julia structures. This includes conversions of Mathematica lists to Julia vectors and Mathematica associations to Julia dictionaries.
+
+Some examples or tests that will evaluate to true:
+
+        using Test
+        @test W2Julia(W`{1,2,3}`) == [1,2,3]
+        @test W2Julia([1,2,3]) == [1,2,3]
+        @test W2Julia(W`{1,2,3}`) == [1,2,3]
+        @test W2Julia(W`{1,a,{1,2}}`) == [1,W"a",[1,2]]
+        @test W2Julia([.1,W`{1,a,3}`]) == [.1,[1,W"a",3]]
+
+        @test W2Julia(Dict( 1 => "A" , "B" => 2)) ==Dict( 1 => "A" , "B" => 2)
+
+
+        @test W2Julia(W`Association["A" -> "B", "C" -> "D"]`) == Dict( "A" => "B" , "C" => "D")
+
+        @test W2Julia(W`Association["A" -> {1,a,3}, "B" -> "C"]`) == Dict( "A" => [1,W"a",3] , "B" => "C")
+
+
+W2Julia does not convert expressions to Julia functions, as not all functions will be able to evaluate when WSymbols are present.
+ 
+"""
 W2Julia(X::Vector) = [ W2Julia(x) for x in X]
 function W2Julia(X::Dict)
     NewDict = Dict()
diff --git a/test/runtests.jl b/test/runtests.jl
index 0f9ced4..dec19af 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -6,7 +6,6 @@ import MathLink: WExpr, WSymbol
 
 @testset "W2Julia" begin
     ###Test of a simple MathLink to Julia converter. It converts MathLink expressions to the correcsponding Julia constructions
-
     @testset "Lists to Lists" begin
         @test W2Julia(W`{1,2,3}`) == [1,2,3]
         @test W2Julia([1,2,3]) == [1,2,3]
@@ -19,10 +18,14 @@ import MathLink: WExpr, WSymbol
     @testset "Association to Dict" begin
         @test W2Julia(Dict( 1 => "A" , "B" => 2)) ==Dict( 1 => "A" , "B" => 2)
         
-        @test W2Julia(W`Association["team" -> "HOU", "lastName" -> "Ching"]`) == Dict( "team" => "HOU" , "lastName" => "Ching")
+        @test W2Julia(W`Association["A" -> "B", "C" -> "D"]`) == Dict( "A" => "B" , "C" => "D")
     end
     @testset "Association and List Dict" begin
-        @test W2Julia(W`Association["team" -> {1,2,3}, "lastName" -> "Ching"]`) == Dict( "team" => [1,2,3] , "lastName" => "Ching")
+        @test W2Julia(W`Association["A" -> {1,2,3}, "B" -> "C"]`) == Dict( "A" => [1,2,3] , "B" => "C")
+
+        @test W2Julia(W`Association["A" -> {1,a,3}, "B" -> "C"]`) == Dict( "A" => [1,W"a",3] , "B" => "C")
+
+        
         @test W2Julia(W`{1,Association["team" -> {1,2,3}, "lastName" -> "Ching"]}`) == [1,Dict( "team" => [1,2,3] , "lastName" => "Ching")]
 
     end