Import stock prices
stocks <- tq_get(c("NKE", "COKE", "ULTA", "AMZN", "AApl"),
get = "stock.prices",
from = "2016-01-01")
stocks
## # A tibble: 10,955 × 8
## symbol date open high low close volume adjusted
## <chr> <date> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 NKE 2016-01-04 61.1 61.9 60.9 61.5 11626800 55.7
## 2 NKE 2016-01-05 61.7 62.6 61.7 62.4 9220600 56.5
## 3 NKE 2016-01-06 61.3 62.0 61.2 61.5 6551600 55.7
## 4 NKE 2016-01-07 60.4 61.3 59.8 59.8 10881300 54.2
## 5 NKE 2016-01-08 60.1 60.8 58.7 58.9 11191300 53.3
## 6 NKE 2016-01-11 59.0 60.0 58.5 59.5 12825000 53.9
## 7 NKE 2016-01-12 60.3 60.8 59.6 59.9 8292200 54.3
## 8 NKE 2016-01-13 60.5 60.5 58.7 58.8 9944300 53.2
## 9 NKE 2016-01-14 59 59.3 57.3 58.5 9989000 53.0
## 10 NKE 2016-01-15 56.9 58.1 56.6 57.6 12208300 52.1
## # ℹ 10,945 more rows
Plot stock prices
stocks %>%
ggplot(aes(x = date, y = adjusted, color = symbol)) +
geom_line()
