library(nycflights13)
library(tidyverse)
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## ✔ purrr 1.0.2
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## ✖ dplyr::filter() masks stats::filter()
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## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
###1. join + filter - Which airplanes fly LGA to XNA
LGA_to_XNA <- flights %>%
filter(origin == "LGA", dest == "XNA") %>%
left_join(planes, by = "tailnum") %>%
select(tailnum)
print(LGA_to_XNA)
## # A tibble: 745 × 1
## tailnum
## <chr>
## 1 N722MQ
## 2 N719MQ
## 3 N739MQ
## 4 N719MQ
## 5 N711MQ
## 6 N723MQ
## 7 N711MQ
## 8 N730MQ
## 9 N722MQ
## 10 N719MQ
## # ℹ 735 more rows
flights_with_airlines <- flights %>%
left_join(airlines, by = "carrier") %>%
select(name)
print(flights_with_airlines)
## # A tibble: 336,776 × 1
## name
## <chr>
## 1 United Air Lines Inc.
## 2 United Air Lines Inc.
## 3 American Airlines Inc.
## 4 JetBlue Airways
## 5 Delta Air Lines Inc.
## 6 United Air Lines Inc.
## 7 JetBlue Airways
## 8 ExpressJet Airlines Inc.
## 9 JetBlue Airways
## 10 American Airlines Inc.
## # ℹ 336,766 more rows
airports_no_flights <- airports %>%
left_join(flights %>% distinct(origin) %>% rename(faa = origin), by = "faa") %>%
filter(is.na(origin)) %>%
select(faa, name) %>%
distinct()
print(airports_no_flights)
## # A tibble: 0 × 2
## # ℹ 2 variables: faa <chr>, name <chr>
###Create a table with the names of the airports with the most ### winds (wind_speed > 30). The table must contain only the airport name (airports$name) and no duplicate rows
airports_with_high_wind <- weather %>%
filter(wind_speed > 30) %>%
left_join(airports, by = c("origin" = "faa")) %>%
select(name) %>%
distinct()
print(airports_with_high_wind)
## # A tibble: 3 × 1
## name
## <chr>
## 1 Newark Liberty Intl
## 2 John F Kennedy Intl
## 3 La Guardia