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. 2023 Mar 15;18(3):e0283016. doi: 10.1371/journal.pone.0283016

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.