AmynthasData<-read.table("AmynthasCollectionsDissections2015.csv",header=TRUE,sep=",",stringsAsFactors = F)
head(AmynthasData)## Site ID Length Date.Sampled Date.Dissected Life.Stage.of.Host.Earthworm
## 1 CW 1 61 7.9.15 7.14.15 juvenile
## 2 CW 2 62 7.9.15 7.14.15 juvenile
## 3 CW 3 90 7.9.15 7.14.15 juvenile
## 4 CW 4 71 7.9.15 7.14.15 juvenile
## 5 CW 5 72 7.9.15 7.14.15 juvenile
## 6 CW 6 71 7.9.15 7.14.15 juvenile
## State.of.Seminal.Vesicle X
## 1 0 NA
## 2 NA NA
## 3 NA NA
## 4 0 NA
## 5 NA NA
## 6 0 NAtail(AmynthasData)## Site ID Length Date.Sampled Date.Dissected
## 376 HF 106 88 10.5.15 10.7.15
## 377 HF 107 92 10.5.15 10.7.15
## 378 HF 108 104 10.5.15 10.7.15
## 379 HF 109 119 10.5.15 10.7.15
## 380 HF 110 105 10.5.15 10.7.15
## 381 HF 111 105 10.5.15 10.7.15
## Life.Stage.of.Host.Earthworm State.of.Seminal.Vesicle X
## 376 adult 4 NA
## 377 adult 2 NA
## 378 adult 3 NA
## 379 adult 3 NA
## 380 adult 2 NA
## 381 adult 2 NAstr(AmynthasData)## 'data.frame': 381 obs. of 8 variables:
## $ Site : chr "CW" "CW" "CW" "CW" ...
## $ ID : int 1 2 3 4 5 6 7 8 9 10 ...
## $ Length : chr "61" "62" "90" "71" ...
## $ Date.Sampled : chr "7.9.15" "7.9.15" "7.9.15" "7.9.15" ...
## $ Date.Dissected : chr "7.14.15" "7.14.15" "7.14.15" "7.14.15" ...
## $ Life.Stage.of.Host.Earthworm: chr "juvenile" "juvenile" "juvenile" "juvenile" ...
## $ State.of.Seminal.Vesicle : int 0 NA NA 0 NA 0 0 1 0 0 ...
## $ X : logi NA NA NA NA NA NA ...table(AmynthasData)## < table of extent 5 x 136 x 92 x 33 x 46 x 2 x 5 x 0 >summary(AmynthasData)## Site ID Length Date.Sampled
## Length:381 Min. : 1.0 Length:381 Length:381
## Class :character 1st Qu.: 32.0 Class :character Class :character
## Mode :character Median : 64.0 Mode :character Mode :character
## Mean : 64.5
## 3rd Qu.: 96.0
## Max. :136.0
##
## Date.Dissected Life.Stage.of.Host.Earthworm State.of.Seminal.Vesicle
## Length:381 Length:381 Min. :0.000
## Class :character Class :character 1st Qu.:2.000
## Mode :character Mode :character Median :3.000
## Mean :2.916
## 3rd Qu.:4.000
## Max. :4.000
## NA's :11
## X
## Mode:logical
## NA's:381
##
##
##
##
## Given: First String Second 1.22 3.4 Second More Text 1.555555 2.2220 Third x 3 124
Solution: Find What: \s{2,} Replace with: ,
First String,Second,1.22,3.4
Second,More Text,1.555555,2.2220
Third,x,3,124
Given:
Ballif, Bryan, University of Vermont Ellison, Aaron, Harvard Forest Record, Sydne, Bryn Mawr
Solution: Find What: (\w+), (\w+), (\w+\s.*) Replace with: \2 \1 \(\3\)
Bryan Ballif (University of Vermont)
Aaron Ellison (Harvard Forest)
Sydne Record (Bryn Mawr)
Given:
0001 Georgia Horseshoe.mp3 0002 Billy In The Lowground.mp3 003 Cherokee Shuffle.mp3 0004 Walking Cane.mp3
Solution: Find What: (\S.\w{2}\d\s{1}) Replace with: \1\n
0001 Georgia Horseshoe.mp3
0002 Billy In The Lowground.mp3
0003 Cherokee Shuffle.mp3
0004 Walking Cane.mp3
Given: Camponotus,pennsylvanicus,10.2,44 Camponotus,herculeanus,10.5,3 Myrmica,punctiventris,12.2,4 Lasius,neoniger,3.3,55
Solution a: Find What: (\w)\w+,(\w+),\d+\.\d, Replace with: \1_\2,
C_pennsylvanicus,44
C_herculeanus,3
M_punctiventris,4
L_neoniger,55
Solution b: Find What: (\w)\w+,(\w{4})\w+,\d+\.\d, Replace with: \1_\2,
C_penn,44
C_herc,3
M_punc,4
L_neon,55