% Data from StatLib (ftp stat.cmu.edu/datasets) % % Data from which conclusions were drawn in the article "Sleep in % Mammals: Ecological and Constitutional Correlates" by Allison, T. and % Cicchetti, D. (1976), _Science_, November 12, vol. 194, pp. 732-734. % Includes brain and body weight, life span, gestation time, time % sleeping, and predation and danger indices for 62 mammals. % % % % Variables below (from left to right) for Mammals Data Set: % % species of animal % % body weight in kg % % brain weight in g % % slow wave ("nondreaming") sleep (hrs/day) % % paradoxical ("dreaming") sleep (hrs/day) % % total sleep (hrs/day) (sum of slow wave and paradoxical sleep) % % maximum life span (years) % % gestation time (days) % % predation index (1-5) % 1 = minimum (least likely to be preyed upon) % 5 = maximum (most likely to be preyed upon) % % sleep exposure index (1-5) % 1 = least exposed (e.g. animal sleeps in a % well-protected den) % 5 = most exposed % % overall danger index (1-5) % (based on the above two indices and other information) % 1 = least danger (from other animals) % 5 = most danger (from other animals) % % Note: Missing values denoted by -999.0 % % % For more details, see % % Allison, Truett and Cicchetti, Domenic V. (1976), "Sleep in Mammals: % Ecological and Constitutional Correlates", _Science_, November 12, % vol. 194, pp. 732-734. % % The above data set can be freely used for non-commercial purposes and % can be freely distributed (permission in writing obtained from Dr. % Truett Allison). % % Submitted by Roger Johnson % rwjohnso@silver.sdsmt.edu % % Total sleep treated as the class attribute. Attributes for slow % wave and paradoxical sleep have been deleted. (The animal's % name has also been deleted.) @relation sleep @attribute body_weight numeric @attribute brain_weight numeric @attribute max_life_span numeric @attribute gestation_time numeric @attribute predation_index numeric @attribute sleep_exposure_index numeric @attribute danger_index numeric @attribute total_sleep numeric @data 6654.0,5712,38,645,3,5,3,3.3 1.0,6,4,42,3,1,3,8.3 3.385,44,14,60,1,1,1,12.5 0.92,5,-2147483648,25,5,2,3,16.5 2547.0,4603,69,624,3,5,4,3.9 10.55,179,27,180,4,4,4,9.8 0.023,0,19,35,1,1,1,19.7 160.0,169,30,392,4,5,4,6.2 3.3,25,28,63,1,2,1,14.5 52.16,440,50,230,1,1,1,9.7 0.425,6,7,112,5,4,4,12.5 465.0,423,30,281,5,5,5,3.9 0.55,2,-2147483648,-2147483648,2,1,2,10.3 187.1,419,40,365,5,5,5,3.1 0.075,1,3,42,1,1,1,8.4 3.0,25,50,28,2,2,2,8.6 0.785,3,6,42,2,2,2,10.7 0.2,5,10,120,2,2,2,10.7 1.41,17,34,-2147483648,1,2,1,6.1 60.0,81,7,-2147483648,1,1,1,18.1 529.0,680,28,400,5,5,5,nan 27.66,115,20,148,5,5,5,3.8 0.12,1,3,16,3,1,2,14.4 207.0,406,39,252,1,4,1,12.0 85.0,325,41,310,1,3,1,6.2 36.33,119,16,63,1,1,1,13.0 0.101,4,9,28,5,1,3,13.8 1.04,5,7,68,5,3,4,8.2 521.0,655,46,336,5,5,5,2.9 100.0,157,22,100,1,1,1,10.8 35.0,56,16,33,3,5,4,nan 0.005,0,2,21,5,2,4,9.1 0.01,0,24,50,1,1,1,19.9 62.0,1320,100,267,1,1,1,8.0 0.122,3,-2147483648,30,2,1,1,10.6 1.35,8,-2147483648,45,3,1,3,11.2 0.023,0,3,19,4,1,3,13.2 0.048,0,2,30,4,1,3,12.8 1.7,6,5,12,2,1,1,19.4 3.5,10,6,120,2,1,1,17.4 250.0,490,23,440,5,5,5,nan 0.48,15,12,140,2,2,2,17.0 10.0,115,20,170,4,4,4,10.9 1.62,11,13,17,2,1,2,13.7 192.0,180,27,115,4,4,4,8.4 2.5,12,18,31,5,5,5,8.4 4.288,39,13,63,2,2,2,12.5 0.28,1,4,21,3,1,3,13.2 4.235,50,9,52,1,1,1,9.8 6.8,179,29,164,2,3,2,9.6 0.75,12,7,225,2,2,2,6.6 3.6,21,6,225,3,2,3,5.4 14.83,98,17,150,5,5,5,2.6 55.5,175,20,151,5,5,5,3.8 1.4,12,12,90,2,2,2,11.0 0.06,1,3,-2147483648,3,1,2,10.3 0.9,2,4,60,2,1,2,13.3 2.0,12,7,200,3,1,3,5.4 0.104,2,2,46,3,2,2,15.8 4.19,58,24,210,4,3,4,10.3 3.5,3,3,14,2,1,1,19.4 4.05,17,13,38,3,1,1,nan