Are you entering data for the canal project? Use these R functions to check that your data tables are complete and realistic. This requires standard data entry templates
Functions:
sediment_checker
table for sediment nutients and isotopes
seawall_checker
table for seawall community BB scores
outside_checker
table for quadrats outside canal mouth
inside_checker
table for transect inside canal
fish_checker
fish observations table
SG_stoich_checker
table for seagrass nutients and isotopes
###Example
> canal_fish_data <- read.csv("completed_template.csv") # completed csv for, in this case, fish observations inside canal
> CanalProjectQAQC::fish_checker(canal_fish_data)
Checking data quality
[1] "Dataset column is ... All good"
[1] "sampling_trip column is ... All good"
[1] "canal number column is ... All good"
[1] "quadrat column is ... All good"
Prints a list of all critters. Does this look right? Any repeats?
[1] "Angel fish" "Barracuda" "blue crab"
[4] "brown striped" "eagle ray" "French grunt"
[7] "jack" "juvenile" "Juvenile"
[10] "manatee" "Mangrove snapper" "Menidia"
[13] "Minnow" "Mullet" "Needlefish"
[16] "Nurse Shark" "Parrot fish unkn" "Pin fish"
[19] "Rainbow parrot" "Sardine" "sea hair"
[22] "Sgt major" "snook" "Stoplight parrot"
[25] "tarpon" "unknown" "Unkwn grunt"
These critters are not in the original categories. They're a new addition or you're spelling names differently
[1] "These critters are new: Nothing new"
[1] "abundance column is ... All good"
[1] "size column is ... All good"
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