Summary of the number of observations with a given QAQC flag for each parameter column of a swmpr object
Value
Returns a data.frame with columns for swmpr parameters and row counts indicating the number of observations in each parameter assigned to a flag value.
Details
Viewing the number of observations for each parameter that are assigned to a QAQC flag may be useful for deciding how to process the data qith qaqc. The qaqcchk function can be used to view this information. Consult the online documentation for a description of each QAQC flag: https://cdmo.baruch.sc.edu/data/qaqc.cfm
Examples
## get data
data(apadbwq)
dat <- apadbwq
## view the number observations in each QAQC flag
qaqcchk(dat)
#> flag f_cdepth f_chlfluor f_depth f_do_mgl f_do_pct f_level f_ph
#> 1 1399 0 0 0 0 0 0
#> 2 <-1> 0 70176 0 0 0 70176 0
#> 3 <-2> 0 0 1403 1403 1403 0 1403
#> 4 <-2> [GCM] 6 0 0 0 0 0 0
#> 5 <-3> (CBF) 0 0 0 0 0 0 0
#> 6 <-3> (CSM) 0 0 0 0 0 0 1456
#> 7 <-3> [GCR] 1832 0 0 0 0 0 0
#> 8 <-3> [SDG] (CSM) 0 0 0 0 0 0 1327
#> 9 <-3> [SSD] (CBF) 0 0 0 21 21 0 21
#> 10 <-3> [SSM] (CSM) 0 0 448 448 448 0 1885
#> 11 <-3> [STF] 0 0 1349 1349 1349 0 1349
#> 12 <-3> [STF] (CND) 0 0 1 1 1 0 1
#> 13 <-3> [STS] 0 0 0 0 0 0 0
#> 14 <-3> [STS] (CBF) 0 0 0 0 0 0 0
#> 15 <-3> [STS] (CRE) 0 0 0 0 0 0 0
#> 16 <-3> [STS] (CSM) 0 0 0 0 0 0 0
#> 17 <0> 0 0 66557 65451 65452 0 59825
#> 18 <0> (CDA) 0 0 0 298 298 0 0
#> 19 <0> (CND) 0 0 40 40 40 0 32
#> 20 <0> (CRE) 0 0 230 0 0 0 0
#> 21 <0> (CSM) 0 0 89 0 0 0 0
#> 22 <0> (CTS) 0 0 0 1 0 0 0
#> 23 <0> (CWE) 0 0 59 0 0 0 0
#> 24 <0> [STS] (CRE) 0 0 0 0 0 0 0
#> 25 <0> [STS] (CSM) 0 0 0 0 0 0 0
#> 26 <1> (CAF) 0 0 0 0 0 0 0
#> 27 <1> (CBF) 0 0 0 0 0 0 0
#> 28 <1> (CND) 0 0 0 0 0 0 1
#> 29 <1> (CSM) 0 0 0 0 0 0 2876
#> 30 <1> [SDO] 0 0 0 1164 1164 0 0
#> 31 <1> [SIC] 0 0 0 0 0 0 0
#> 32 <1> [SSM] 0 0 0 0 0 0 0
#> 33 <1> [SSM] (CND) 0 0 0 0 0 0 0
#> 34 <1> [SSM] (CSM) 0 0 0 0 0 0 0
#> 35 <1> [STS] 0 0 0 0 0 0 0
#> 36 <1> [STS] (CND) 0 0 0 0 0 0 0
#> 37 <1> [STS] (CRE) 0 0 0 0 0 0 0
#> 38 <1> [STS] (CSM) 0 0 0 0 0 0 0
#> 39 <3> 66939 0 0 0 0 0 0
#> f_sal f_spcond f_temp f_turb
#> 1 0 0 0 0
#> 2 0 0 0 0
#> 3 1403 1403 1403 1403
#> 4 0 0 0 0
#> 5 0 0 0 1523
#> 6 0 0 0 54
#> 7 0 0 0 0
#> 8 0 0 0 0
#> 9 0 0 0 0
#> 10 448 448 448 448
#> 11 1349 1349 1349 1349
#> 12 1 1 1 1
#> 13 0 0 0 274
#> 14 0 0 0 532
#> 15 0 0 0 38
#> 16 0 0 0 965
#> 17 66793 66915 59615 54887
#> 18 0 0 0 0
#> 19 40 40 35 37
#> 20 122 0 0 634
#> 21 0 0 0 282
#> 22 0 0 0 2605
#> 23 0 0 0 0
#> 24 0 0 0 1133
#> 25 0 0 0 38
#> 26 0 0 0 712
#> 27 20 20 20 0
#> 28 0 0 0 1
#> 29 0 0 0 1296
#> 30 0 0 0 0
#> 31 0 0 0 24
#> 32 0 0 6138 0
#> 33 0 0 5 0
#> 34 0 0 1162 0
#> 35 0 0 0 765
#> 36 0 0 0 1
#> 37 0 0 0 1
#> 38 0 0 0 1173
#> 39 0 0 0 0