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# Saved only the last 20 columns of the file first. No need to grab the rest.
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# Calculate percent agreement
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install.packages("irr")
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agree(matrixdata, tolerance=0)
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   Percentage agreement (Tolerance=0)
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    Krippendorffs alpha (data level - nominal) = 0.1529467
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     Raters = 20 
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   %-agree = 0.0143
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agree(matrixdata, 1)
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   Percentage agreement (Tolerance=1)
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   Subjects = 7000 
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     Raters = 20 
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   %-agree = 11.8
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# Calculate krip's alpha. NOTE: This took hours on a MacBook Pro. If you've a
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# spare $10 just rent a cluster compute instance on EC2 for a few hours.
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install.packages("concord")
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dataset = read.delim("/path/to/results", header=T)
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   %-agree = 11.8
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krip.alpha(matrixdata, method = "nominal")
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    Krippendorffs alpha (data level - nominal) = 0.1529467