General
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# png(figure1_distributions.png
width = 1200
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Find agent skills by outcome
126,423 skills indexed with the new KISS metadata standard.
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Data
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# saveRDS(df
data_clean.rds)
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General
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par(mfrow = c(1
1))
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General
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par(mfrow = c(2
2))
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General
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# lmtest::coeftest(fit
vcov = sandwich::vcovHC(fit
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Data
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# fit_aov <- aov(outcome_var ~ group_var
data = df)
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Data
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t.test(outcome_var ~ group_var
data = df)
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General
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par(mfrow = c(1
1))
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General
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cor_mat <- cor(df[num_cols]
use = complete.obs)
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General
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col = hcl.colors(20
RdBu
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General
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col = adjustcolor(steelblue
alpha.f = 0.5)
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General
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col = red
lwd = 2)
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Data
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abline(lm(outcome_var ~ predictor
data = df)
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General
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plot(df$predictor
df$outcome_var
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General
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par(mfrow = c(2
2))
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General
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# prop.table(table(df$group
df$category)
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General
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max = max(x
na.rm = TRUE)
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General
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# table(df$group
df$category
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General
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))
3)
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General
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sd = sd(x
na.rm = TRUE)
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General
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min = min(x
na.rm = TRUE)
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General
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median = median(x
na.rm = TRUE)
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General
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num_cols <- names(df)[sapply(df
is.numeric)]
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General
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mean = mean(x
na.rm = TRUE)
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