[R] problem with factor levels
Jeremy.Shearman
jeremy.she at biotec.or.th
Tue Dec 4 09:34:35 CET 2012
Hi
I have a data.frame with 371,718 obs. of 12 variables (see below for
an str). My problem is with V1, a Factor w/ 93144 levels, there should
actually be 93994 levels. Each entry looks like:
comp[number]_c[number]_seq[number]
for example
comp215489_c0_seq40
R is grouping as though the last number is a decimal for some reason, in
other words comp215489_c0_seq40 and comp215489_c0_seq4 are considered to be
the same. My problem is that they are not the same so when I group by this
factor I am losing 800 levels.
Here is an str
'data.frame': 371718 obs. of 12 variables:
$ V1 : Factor w/ 93144 levels "comp100000_c0_seq1",..: 92271 91685 29 30
1564 1564 1623 91700 91701 91848 ...
$ V2 : Factor w/ 17162 levels "gi|345842331|ref|NM_001244016.1|",..: 10119
10779 13210 13210 11522 8115 13079 14493 14493 15858 ...
$ V3 : num 95.5 90.2 98.7 99.2 81.4 ...
$ V4 : int 335 153 237 122 258 127 306 258 120 177 ...
$ V5 : int 15 15 3 1 38 19 20 23 5 9 ...
$ V6 : int 0 0 0 0 4 2 0 0 0 0 ...
$ V7 : int 1 45 1 43 1 129 1 54 1 70 ...
$ V8 : int 335 197 237 164 254 254 306 311 120 246 ...
$ V9 : int 6866 18 3172 3438 67 122 3927 42 346 195 ...
$ V10: int 7200 170 3408 3559 318 247 4232 299 465 19 ...
$ V11: num 7e-155 2e-46 4e-125 2e-61 3e-24 ...
$ V12: num 545 184 446 234 111 69.9 448 329 198 280 ..
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