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@ -397,26 +397,21 @@ ggplot(flights, aes(x = dep_sched %% 60)) + geom_histogram(binwidth = 1)
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ggplot(flights, aes(x = air_time - airtime2)) + geom_histogram()
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```
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1. Compare `air_time` with `arr_time - dep_time`.
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What do you expect to see?
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What do you see?
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What do you need to do to fix it?
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2. Compare `dep_time`, `sched_dep_time`, and `dep_delay`.
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1. Compare `dep_time`, `sched_dep_time`, and `dep_delay`.
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How would you expect those three numbers to be related?
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3. Brainstorm as many ways as possible to select `dep_time`, `dep_delay`, `arr_time`, and `arr_delay` from `flights`.
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2. Brainstorm as many ways as possible to select `dep_time`, `dep_delay`, `arr_time`, and `arr_delay` from `flights`.
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4. What happens if you include the name of a variable multiple times in a `select()` call?
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3. What happens if you include the name of a variable multiple times in a `select()` call?
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5. What does the `any_of()` function do?
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4. What does the `any_of()` function do?
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Why might it be helpful in conjunction with this vector?
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```{r}
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variables <- c("year", "month", "day", "dep_delay", "arr_delay")
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```
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6. Does the result of running the following code surprise you?
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5. Does the result of running the following code surprise you?
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How do the select helpers deal with case by default?
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How can you change that default?
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