crabs | R Documentation |
In this data set there are 173 female crabs for which we wish to model the presence or absence of male satellites (male crabs) dependent upon characteristics of the female horseshoe crabs.
crabs
A data frame with 173 observations (rows) and 7 variables (columns).
Column name | Data type | Description | Values | |
[,1] | color | factor | The color of the female crab | (medium light, medium, medium dark, dark) |
[,2] | spine | factor | The spine condition | (both good, one worn or broken, both worn or broken) |
[,3] | width | numeric | The female crab's width in cm | (21.0 - 33.5) |
[,4] | num.satellites | integer | Number of male crabs residing with the female crab | (0 - 15) |
[,5] | weight | numeric | The weight of the female crab in kg | (1.2 - 5.2) |
[,6] | satellites.bin | numeric | If at least one satellite is present | (0, 1) |
[,7] | satellites.pres | character | If at least one satellite is present | ("YES", "NO") |
The column [,6] satellites.bin
is a binary variable and takes the
value 1 if there is at least one satellites residing nearby the female crab,
and 0 otherwise.
The explanatory variables are weight, width of shell, color, condition of spine and the response for each female crab is her number of satellites.
# A short summary of the variables
summary(crabs)
# Counting each combination of number of satellites and color
table(crabs[, c(1, 4)])
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