The database is generally sparse; many records have no information
for a given field. A few fields required for proper processing
are complete throughout. The number of records lacking data in
each field is shown in the list below with the percent of records
lacking data for that field:
Field Missing values
Label Number Percent
-----------------------------------
DEP_ID 0 0.0
MRDS_ID 149235 49.0
MAS_ID 110652 36.4
SITE_NAME 0 0.0
LATITUDE 4033 1.3
LONGITUDE 4033 1.3
REGION 58555 19.2
COUNTRY 58555 19.2
STATE 58762 19.3
COUNTY 65215 21.4
DISTRICT 254769 83.7
ADMIN 299777 98.5
LAND_STAT 114367 37.6
COM_TYPE 34 0.0
COM_MAJOR 22335 7.3
COM_MINOR 285184 93.7
COM_TRACE 239278 78.6
OPER_TYPE 0 0.0
DEP_TYPE 269516 88.6
PROD_SIZE 194976 64.1
DEV_STAT 0 0.0
ORE 236479 77.7
GANGUE 272740 89.6
OTHER_MATL 294207 96.7
OREBODY_FM 264927 87.1
WORK_TYPE 238249 78.3
MODEL 292387 96.1
ALTERATION 289757 95.2
CONC_PROC 293637 96.5
PREV_NAME 241287 79.3
ORE_CTRL 279810 91.9
REPORTER 36 0.0
HROCK_UNIT 268180 88.1
HROCK_CODE 236050 77.6
AROCK_UNIT 291593 95.8
AROCK_CODE 278263 91.4
STRUCTURE 280348 92.1
TECTONIC 285058 93.7
REF 25211 8.3