x <- 1 y <- 2 x + y |
[1] 3 |
Vector
(1-dimension)
v1 <- c(2,4,6) v1 |
[1] 2 4 6 |
v1[3] |
[1] 6 |
v2 <- c("a","b","c") v2 |
[1] "a" "b" "c" |
v2[3] |
[1] "c" |
# One vector cannot contain both numbers and characters. When they're mixed, then all is regarded as characters. v3 <- c(1,"b","c") v3 |
[1] "1" "b" "c" |
v3[1] |
[1] "1" |
v3[3] |
[1] "c" |
Matrix
(2-dimension)
# default: column 1 first matCol1 <- matrix(c(1, 2, 3, 4, 5, 6), nrow = 2, ncol = 3) matCol1 |
[,1] [,2] [,3] [1,] 1 3 5 [2,] 2 4 6 |
# byrow = TRUE: row 1 first matRow1 <- matrix(c(1, 2, 3, 4, 5, 6), nrow = 2, ncol = 3, byrow = TRUE) matRow1 |
[,1] [,2] [,3] [1,] 1 2 3 [2,] 4 5 6 |
Data Frame
(2-dimension; mixed structure of numbers and characters)
df <- data.frame(symbol = c("AAPL", "GOOG", "GS"), action = c("Buy", "Buy", "Sell"), price = c(127.17, 532.33, 213.06), shares = c(500,100,500)) df |
symbol action price shares 1 AAPL Buy 127.17 500 2 GOOG Buy 532.33 100 3 GS Sell 213.06 500 |
df[2,3] |
[1] 532.33 |
List
("A matrix which can contain any form of data like number, vector, matrix, and even a data frame.")
l <- list(a = c(1, 2), b = matrix(1:6, nrow = 2, ncol = 3), c = data.frame(symbol = c("AAPL", "GOOG", "GS"), action = c("Buy", "Buy", "Sell"), price = c(127.17, 532.33, 213.06), shares = c(500,100,500))) l |
$a [1] 1 2 $b [,1] [,2] [,3] [1,] 1 3 5 [2,] 2 4 6 $c symbol action price shares 1 AAPL Buy 127.17 500 2 GOOG Buy 532.33 100 3 GS Sell 213.06 500 |
# The same result above. l2 <- list(a = c(1, 2), b = matrix(1:6, nrow = 2, ncol = 3), c = df) l2 |
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