Data Frame Summary

dataset

Dimensions: 1307 x 8
Duplicates: 195
No Variable Stats / Values Freqs (% of Valid) Graph Valid Missing
1 survived [numeric] Min : 0 Mean : 0.4 Max : 1
0:809(61.9%)
1:498(38.1%)
1307 (100.0%) 0 (0.0%)
2 pclass [numeric] Mean (sd) : 2.3 (0.8) min < med < max: 1 < 3 < 3 IQR (CV) : 1 (0.4)
1:321(24.6%)
2:277(21.2%)
3:709(54.2%)
1307 (100.0%) 0 (0.0%)
3 sex [character] 1. female 2. male
464(35.5%)
843(64.5%)
1307 (100.0%) 0 (0.0%)
4 embarked [character] 1. C 2. Q 3. S
270(20.7%)
123(9.4%)
914(69.9%)
1307 (100.0%) 0 (0.0%)
5 age [numeric] Mean (sd) : 29.8 (14.4) min < med < max: 0.2 < 28 < 80 IQR (CV) : 18 (0.5) 98 distinct values 1044 (79.9%) 263 (20.1%)
6 sibsp [numeric] Mean (sd) : 0.5 (1) min < med < max: 0 < 0 < 8 IQR (CV) : 1 (2.1)
0:889(68.0%)
1:319(24.4%)
2:42(3.2%)
3:20(1.5%)
4:22(1.7%)
5:6(0.5%)
8:9(0.7%)
1307 (100.0%) 0 (0.0%)
7 parch [numeric] Mean (sd) : 0.4 (0.9) min < med < max: 0 < 0 < 9 IQR (CV) : 0 (2.2)
0:1000(76.5%)
1:170(13.0%)
2:113(8.6%)
3:8(0.6%)
4:6(0.5%)
5:6(0.5%)
6:2(0.2%)
9:2(0.2%)
1307 (100.0%) 0 (0.0%)
8 fare [numeric] Mean (sd) : 33.2 (51.8) min < med < max: 0 < 14.5 < 512.3 IQR (CV) : 23.4 (1.6) 280 distinct values 1306 (99.9%) 1 (0.1%)

Generated by summarytools 0.9.9 (R version 3.6.3)
2021-07-14