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Data Analysis: Julia + Gadfly - Scatter Matrix Example





In [167]:



    


using RDatasets, DataFrames
using Gadfly;



    











In [188]:



    


HTML("""<script> 
    out = document.getElementsByClassName("output_stderr")
    for (i in out) { 
        out[i].style.display = "None";
    } </script>""");

Load Data





In [68]:



    


airquality = dataset("datasets", "airquality");

Data Exploratory Analysis





In [69]:



    


showcols(airquality)



    


















    






153x6 DataFrames.DataFrame
| Col # | Name    | Eltype  | Missing |
|-------|---------|---------|---------|
| 1     | Ozone   | Int64   | 37      |
| 2     | Solar_R | Int64   | 7       |
| 3     | Wind    | Float64 | 0       |
| 4     | Temp    | Int64   | 0       |
| 5     | Month   | Int64   | 0       |
| 6     | Day     | Int64   | 0       |
















In [70]:



    


print(head(airquality), "\n\n" , tail(airquality))



    


















    






6x6 DataFrames.DataFrame
| Row | Ozone | Solar_R | Wind | Temp | Month | Day |
|-----|-------|---------|------|------|-------|-----|
| 1   | 41    | 190     | 7.4  | 67   | 5     | 1   |
| 2   | 36    | 118     | 8.0  | 72   | 5     | 2   |
| 3   | 12    | 149     | 12.6 | 74   | 5     | 3   |
| 4   | 18    | 313     | 11.5 | 62   | 5     | 4   |
| 5   | NA    | NA      | 14.3 | 56   | 5     | 5   |
| 6   | 28    | NA      | 14.9 | 66   | 5     | 6   |

6x6 DataFrames.DataFrame
| Row | Ozone | Solar_R | Wind | Temp | Month | Day |
|-----|-------|---------|------|------|-------|-----|
| 1   | 14    | 20      | 16.6 | 63   | 9     | 25  |
| 2   | 30    | 193     | 6.9  | 70   | 9     | 26  |
| 3   | NA    | 145     | 13.2 | 77   | 9     | 27  |
| 4   | 14    | 191     | 14.3 | 75   | 9     | 28  |
| 5   | 18    | 131     | 8.0  | 76   | 9     | 29  |
| 6   | 20    | 223     | 11.5 | 68   | 9     | 30  |

New Gadfly Graph Proposition: Scatter-Matrix

Lets suppose that we want to analyse in a quick way the relationship between the variables pair by pair. For this we could use a scatter-matrix graph. What it could support:

  • Scatter Plot between two explanatory variables (Done).
  • Plot a histogram (numeric variable) or barplot (categorical variable) when $x_i = x_i$ in the matrix (Done).
  • Add basic statistics (μ and σ) for numerical data
  • Add correlation tests (Spearman for numerical variable, $\chi^2$ for categorical variable) ().
  • Add consistent parametrization like other Gadfly graphs
  • Add options to accept different themes for scatter and histogram/bar plots.
  • Add support for wrap if we observe that graphs not fit into the screen.

Next I will produce an example of this kind of graph during the Exploratory Data Analysis.

Scatter-Matrix Code Proposition





In [169]:



    


reshape_stack(plots, ncols) = vstack(map(i -> hstack(plots[i:i+(ncols-1)]...), 1:ncols:length(plots))...)

function scatter_matrix(dataframe)
    columns = names(dataframe)
    ncols = length(columns)
    
    plots = []
    sizehint!(plots, ncols^2)
    
    for i = 1:ncols, j = 1:ncols
        values = dataframe[:, vcat(columns[i], columns[j])]
        values = values[!isna(values[:,1]),:]
        values = values[!isna(values[:,2]),:]
        if i != j
            p = plot(values, x=columns[i], y=columns[j], Geom.point)
        else
            if eltype(values[:,columns[i]]) <: Number
                title = ""
                if eltype(values[:,columns[i]]) <: AbstractFloat
                    mean_value = round(mean(values[:,columns[i]]), 2)
                    stddev = round(std(values[:,columns[i]]), 2)
                    title = "μ=$mean_value,σ=$stddev"
                end
                p = plot(values, x=columns[i], Geom.histogram, 
                         Guide.title(title))
            else
                p = plot(values, x=columns[i], Stat.histogram, 
                         Scale.y_discrete, Scale.x_discrete, Geom.bar)
            end
        end
        push!(plots, p)
    end
    reshape_stack(plots, ncols)
end



    


















    
Out[169]:








scatter_matrix (generic function with 1 method)

Scatter-Matrix Use Case





In [166]:



    


set_default_plot_size(1000px, 1200px)
scatter_matrix(airquality)



    


















    






WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
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 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
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 in scatter_matrix at In[163]:29
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while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
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while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
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 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
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 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
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while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
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 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
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 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
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 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
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 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
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 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
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 in map at abstractarray.jl:1279
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 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map at abstractarray.jl:1279
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in 









    
Out[166]:









  
    Day
  
  
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    54
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    72
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    76
    78
    80
    -50
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    5
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    45
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    55
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    65
    70
    75
    80
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -10
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    -4
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    μ=15.8,σ=8.86
  


  
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    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    Temp
  


  
    Day
  
  
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    -40
    -38
    -36
    -34
    -32
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    -50
    0
    50
    100
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    Wind
  


  
    Day
  
  
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    -40
    -38
    -36
    -34
    -32
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    -50
    0
    50
    100
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    Solar_R
  


  
    Day
  
  
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    -40
    -38
    -36
    -34
    -32
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    -50
    0
    50
    100
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    Ozone
  


  
    Month
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    -40
    -38
    -36
    -34
    -32
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    -50
    0
    50
    100
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
  
  
    Day
  


  
    Month
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    -80
    -75
    -70
    -65
    -60
    -55
    -50
    -45
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
    155
    160
    -100
    0
    100
    200
    -80
    -75
    -70
    -65
    -60
    -55
    -50
    -45
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
    155
    160
  
  
    μ=6.99,σ=1.42
  


  
    Month
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    Temp
  


  
    Month
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    Wind
  


  
    Month
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    Solar_R
  


  
    Month
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    Ozone
  


  
    Temp
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    -40
    -38
    -36
    -34
    -32
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    -50
    0
    50
    100
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
  
  
    Day
  


  
    Temp
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    Month
  


  
    Temp
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    -15.0
    -14.5
    -14.0
    -13.5
    -13.0
    -12.5
    -12.0
    -11.5
    -11.0
    -10.5
    -10.0
    -9.5
    -9.0
    -8.5
    -8.0
    -7.5
    -7.0
    -6.5
    -6.0
    -5.5
    -5.0
    -4.5
    -4.0
    -3.5
    -3.0
    -2.5
    -2.0
    -1.5
    -1.0
    -0.5
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
    13.5
    14.0
    14.5
    15.0
    15.5
    16.0
    16.5
    17.0
    17.5
    18.0
    18.5
    19.0
    19.5
    20.0
    20.5
    21.0
    21.5
    22.0
    22.5
    23.0
    23.5
    24.0
    24.5
    25.0
    25.5
    26.0
    26.5
    27.0
    27.5
    28.0
    28.5
    29.0
    29.5
    30.0
    -20
    0
    20
    40
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
  
  
    μ=77.88,σ=9.47
  


  
    Temp
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    Wind
  


  
    Temp
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    Solar_R
  


  
    Temp
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    Ozone
  


  
    Wind
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    -40
    -38
    -36
    -34
    -32
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    -50
    0
    50
    100
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
  
  
    Day
  


  
    Wind
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    Month
  


  
    Wind
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    Temp
  


  
    Wind
  
  
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    -30
    -29
    -28
    -27
    -26
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    51
    52
    53
    54
    55
    56
    57
    58
    59
    60
    -30
    0
    30
    60
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    -15.0
    -14.5
    -14.0
    -13.5
    -13.0
    -12.5
    -12.0
    -11.5
    -11.0
    -10.5
    -10.0
    -9.5
    -9.0
    -8.5
    -8.0
    -7.5
    -7.0
    -6.5
    -6.0
    -5.5
    -5.0
    -4.5
    -4.0
    -3.5
    -3.0
    -2.5
    -2.0
    -1.5
    -1.0
    -0.5
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
    13.5
    14.0
    14.5
    15.0
    15.5
    16.0
    16.5
    17.0
    17.5
    18.0
    18.5
    19.0
    19.5
    20.0
    20.5
    21.0
    21.5
    22.0
    22.5
    23.0
    23.5
    24.0
    24.5
    25.0
    25.5
    26.0
    26.5
    27.0
    27.5
    28.0
    28.5
    29.0
    29.5
    30.0
    -20
    0
    20
    40
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
  
  
    μ=9.96,σ=3.52
  


  
    Wind
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    Solar_R
  


  
    Wind
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    Ozone
  


  
    Solar_R
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    -40
    -38
    -36
    -34
    -32
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    -50
    0
    50
    100
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
  
  
    Day
  


  
    Solar_R
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    Month
  


  
    Solar_R
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    Temp
  


  
    Solar_R
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    Wind
  


  
    Solar_R
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    -6.0
    -5.8
    -5.6
    -5.4
    -5.2
    -5.0
    -4.8
    -4.6
    -4.4
    -4.2
    -4.0
    -3.8
    -3.6
    -3.4
    -3.2
    -3.0
    -2.8
    -2.6
    -2.4
    -2.2
    -2.0
    -1.8
    -1.6
    -1.4
    -1.2
    -1.0
    -0.8
    -0.6
    -0.4
    -0.2
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    -10
    0
    10
    20
    -6.0
    -5.5
    -5.0
    -4.5
    -4.0
    -3.5
    -3.0
    -2.5
    -2.0
    -1.5
    -1.0
    -0.5
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
  
  
    μ=185.93,σ=90.06
  


  
    Solar_R
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    Ozone
  


  
    Ozone
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    -40
    -38
    -36
    -34
    -32
    -30
    -28
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    -50
    0
    50
    100
    -40
    -35
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
  
  
    Day
  


  
    Ozone
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    0.0
    0.2
    0.4
    0.6
    0.8
    1.0
    1.2
    1.4
    1.6
    1.8
    2.0
    2.2
    2.4
    2.6
    2.8
    3.0
    3.2
    3.4
    3.6
    3.8
    4.0
    4.2
    4.4
    4.6
    4.8
    5.0
    5.2
    5.4
    5.6
    5.8
    6.0
    6.2
    6.4
    6.6
    6.8
    7.0
    7.2
    7.4
    7.6
    7.8
    8.0
    8.2
    8.4
    8.6
    8.8
    9.0
    9.2
    9.4
    9.6
    9.8
    10.0
    10.2
    10.4
    10.6
    10.8
    11.0
    11.2
    11.4
    11.6
    11.8
    12.0
    12.2
    12.4
    12.6
    12.8
    13.0
    0
    5
    10
    15
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
  
  
    Month
  


  
    Ozone
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
    52
    54
    56
    58
    60
    62
    64
    66
    68
    70
    72
    74
    76
    78
    80
    82
    84
    86
    88
    90
    92
    94
    96
    98
    100
    102
    104
    106
    108
    110
    112
    114
    116
    118
    120
    122
    124
    126
    128
    130
    132
    134
    136
    138
    140
    142
    144
    146
    148
    150
    0
    50
    100
    150
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    60
    65
    70
    75
    80
    85
    90
    95
    100
    105
    110
    115
    120
    125
    130
    135
    140
    145
    150
  
  
    Temp
  


  
    Ozone
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -30
    -25
    -20
    -15
    -10
    -5
    0
    5
    10
    15
    20
    25
    30
    35
    40
    45
    50
    55
    -25
    -24
    -23
    -22
    -21
    -20
    -19
    -18
    -17
    -16
    -15
    -14
    -13
    -12
    -11
    -10
    -9
    -8
    -7
    -6
    -5
    -4
    -3
    -2
    -1
    0
    1
    2
    3
    4
    5
    6
    7
    8
    9
    10
    11
    12
    13
    14
    15
    16
    17
    18
    19
    20
    21
    22
    23
    24
    25
    26
    27
    28
    29
    30
    31
    32
    33
    34
    35
    36
    37
    38
    39
    40
    41
    42
    43
    44
    45
    46
    47
    48
    49
    50
    -25
    0
    25
    50
    -26
    -24
    -22
    -20
    -18
    -16
    -14
    -12
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    20
    22
    24
    26
    28
    30
    32
    34
    36
    38
    40
    42
    44
    46
    48
    50
  
  
    Wind
  


  
    Ozone
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -500
    -400
    -300
    -200
    -100
    0
    100
    200
    300
    400
    500
    600
    700
    800
    900
    -400
    -380
    -360
    -340
    -320
    -300
    -280
    -260
    -240
    -220
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
    420
    440
    460
    480
    500
    520
    540
    560
    580
    600
    620
    640
    660
    680
    700
    720
    740
    760
    780
    800
    -500
    0
    500
    1000
    -400
    -350
    -300
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    500
    550
    600
    650
    700
    750
    800
  
  
    Solar_R
  


  
    Ozone
  
  
    -250
    -200
    -150
    -100
    -50
    0
    50
    100
    150
    200
    250
    300
    350
    400
    450
    -200
    -190
    -180
    -170
    -160
    -150
    -140
    -130
    -120
    -110
    -100
    -90
    -80
    -70
    -60
    -50
    -40
    -30
    -20
    -10
    0
    10
    20
    30
    40
    50
    60
    70
    80
    90
    100
    110
    120
    130
    140
    150
    160
    170
    180
    190
    200
    210
    220
    230
    240
    250
    260
    270
    280
    290
    300
    310
    320
    330
    340
    350
    360
    370
    380
    390
    400
    -200
    0
    200
    400
    -200
    -180
    -160
    -140
    -120
    -100
    -80
    -60
    -40
    -20
    0
    20
    40
    60
    80
    100
    120
    140
    160
    180
    200
    220
    240
    260
    280
    300
    320
    340
    360
    380
    400
  
  
    
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
      
    
    
      
        
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
        
      
    
    
      
        
        
      
      
        
      
      
        
      
      
        
        
      
    
  
  
    -10
    -8
    -6
    -4
    -2
    0
    2
    4
    6
    8
    10
    12
    14
    16
    18
    -8.0
    -7.5
    -7.0
    -6.5
    -6.0
    -5.5
    -5.0
    -4.5
    -4.0
    -3.5
    -3.0
    -2.5
    -2.0
    -1.5
    -1.0
    -0.5
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
    13.5
    14.0
    14.5
    15.0
    15.5
    16.0
    -10
    0
    10
    20
    -8.0
    -7.5
    -7.0
    -6.5
    -6.0
    -5.5
    -5.0
    -4.5
    -4.0
    -3.5
    -3.0
    -2.5
    -2.0
    -1.5
    -1.0
    -0.5
    0.0
    0.5
    1.0
    1.5
    2.0
    2.5
    3.0
    3.5
    4.0
    4.5
    5.0
    5.5
    6.0
    6.5
    7.0
    7.5
    8.0
    8.5
    9.0
    9.5
    10.0
    10.5
    11.0
    11.5
    12.0
    12.5
    13.0
    13.5
    14.0
    14.5
    15.0
    15.5
    16.0
  
  
    μ=42.13,σ=32.99
  



  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  

  














    






hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geom/point.jl:35
 in render at /Users/diego/.julia/v0.4/Gadfly/src/geometry.jl:47
 in render_prepared at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:846
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:785
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:46
 in call at /Users/diego/.julia/v0.4/Gadfly/src/coord.jl:43
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:507
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:557
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in default_statistic at /Users/diego/.julia/v0.4/Gadfly/src/guide.jl:738
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:669
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in apply_scales at /Users/diego/.julia/v0.4/Gadfly/src/scale.jl:58
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:715
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2
WARNING: Union(args...) is deprecated, use Union{args...} instead.
 in depwarn at deprecated.jl:73
 in call at deprecated.jl:50
 in call at /Users/diego/.julia/v0.4/Gadfly/src/varset.jl:53
 in concat at /Users/diego/.julia/v0.4/Gadfly/src/aesthetics.jl:243
 in render_prepare at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:738
 in render at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:781
 in hstack at /Users/diego/.julia/v0.4/Gadfly/src/Gadfly.jl:895
 in anonymous at In[163]:1
 in map_to! at abstractarray.jl:1260
 in map at abstractarray.jl:1282
 in reshape_stack at In[163]:1
 in scatter_matrix at In[163]:29
 in include_string at loading.jl:266
 in execute_request_0x535c5df2 at /Users/diego/.julia/v0.4/IJulia/src/execute_request.jl:177
 in eventloop at /Users/diego/.julia/v0.4/IJulia/src/IJulia.jl:141
 in anonymous at task.jl:447
while loading In[166], in expression starting on line 2

Content source: dmoliveira/my-juliabox

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