Table 1. Details of the data subsets for Study 1 at each stage of data cleaning.
Sex | Neuter Groupa | Cleaning Stage | |||||
---|---|---|---|---|---|---|---|
Dataset Creation | Removal of Extreme Outliers | Population Level Cleaning | Removal of Duplicate Observations | Within-Cat Cleaning | FINAL DATA | ||
M | 1 (up to 0.39y) |
3,541 rows 775 cats |
3,541 rows 775 cats |
3,492 rows 774 cats |
3,490 rows 774 cats |
3,039 rows 712 cats |
3,039 rows 712 cats |
2 (0.39–0.44y) |
7,875 rows 2,641 cats |
7,876 rows 2,641 cats |
7,695 rows 2,605 cats |
7,689 rows 2,605 cats |
5,961 rows 2,141 cats |
5,961 rows 2,141 cats |
|
3 (0.44–0.54y) |
9,064 rows 3,038 cats |
9,063 rows 3,038 cats |
8,862 rows 2,995 cats |
8,855 rows 2,995 cats |
6,863 rows 2,453 cats |
6,863 rows 2,453 cats |
|
4 (over 0.54y) |
10,149 rows 3,888 cats |
10,148 rows 3,888 cats |
9,925 rows 3,825 cats |
9,916 rows 3,825 cats |
7,198 rows 3,007 cats |
7,198 rows 3,007 cats |
|
F | 1 (up to 0.40y) |
4,780 rows 1,032 cats |
4,779 rows 1,032 cats |
4,692 rows 1,029 cats |
4,687 rows 1,029 cats |
4,061 rows 952 cats |
4,061 rows 952 cats |
2 (0.40–0.48y) |
10,625 rows 3,319 cats |
10,622 rows 3,319 cats |
10,324 rows 3,267 cats |
10,310 rows 3,267 cats |
7,987 rows 2,662 cats |
7,987 rows 2,662 cats |
|
3 (0.48–0.56y) |
11,091 rows 3,789 cats |
11,090 rows 3,789 cats |
10,730 rows 3,712 cats |
10,772 rows 3,712 cats |
8,061 rows 3,010 cats |
8,061 rows 3,010 cats |
|
4 (over 0.56y) |
13,123 rows 4,870 cats |
13,122 rows 4,870 cats |
12,729 rows 4,782 cats |
12,719 rows 4,782 cats |
9,281 rows 3,785 cats |
9,281 rows 3,785 cats |
a Since each neuter group contains data for sexually intact individuals up to the lower end of the neuter age range, the neuter groups are not disjoint.