There are some NAs that need further description and documentation. The NA test on the comid handles the missing latitude and longitude values as well.
COV <- COVo <- read_feather("all_huc12_covariates.feather")
length(COVo$comid)
[1] 59070
length(COV$comid[is.na(COV$comid)])
[1] 1458
COV <- COV[! is.na(COV$comid),]
length(COV$comid[is.na(COV$acc_basin_area)])
[1] 330
There are a number of fields having this same count of 330.
COV <- COV[! is.na(COV$acc_basin_area), ]
length(COV$comid[is.na(COV$area_sqkm)])
[1] 210
This count is the same for the strm_dens field too.
After these NAs are removed, the COV appears fully
rectangular with no further missing values.
I am incorrect. After the above removals, there still are a few NAs remains for which I will issue a separate Issue because of the nature of the missing information.
There are some NAs that need further description and documentation. The NA test on the comid handles the missing latitude and longitude values as well.
This count is the same for the strm_dens field too.
After these NAs are removed, the COV appears fully rectangular with no further missing values.