This page presents the raw observations of daily high and low temperature along with precipitation and snow when available. The dates shown are the date when the observation was reported. For observations made at 7 AM, this would be a for a 24 hour period up until that time and not for that local date. The timestamps shown are valid for the local timezone of that reporting station.
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| NWSLI: | Site Name: | Date: | Temp at Ob | Max Air Temp | Min Air Temp | Precip | Snowfall | Snow Depth | Snow Water Equiv |
|---|---|---|---|---|---|---|---|---|---|
| 3OI | LAMONI | 5 Feb 2023 7AM | 29 | 54 | 25 | 0 | 0 | 0 | M |
| 3SE | SPENCER 1 N | 5 Feb 2023 11PM | 15 | 30 | 10 | 0 | 0 | 11 | M |
| AAKI4 | AMES | No Observation Reported for 2023-02-05 | |||||||
| ADXI4 | ADEL | No Observation Reported for 2023-02-05 | |||||||
| AESI4 | AMES 5 SE | 5 Feb 2023 6AM | 27 | 45 | 11 | 0 | 0 | 3 | M |
| ALBI4 | ALBIA 3 NNE | No Observation Reported for 2023-02-05 | |||||||
| ALGI4 | ALGONA 3 W | 5 Feb 2023 7AM | 25 | 32 | 8 | 0 | 0 | 10 | 2.6 |
| .AR ALGI4 230205 C DH0700/TX 32/TN 8/TA 25/PP 0.00/SF 0.0/SD 10/SW 2.6/DC2303231706 Snow core from the ground up - one inch of ice, 4.5 inches settled snow, 2.3 inches loose snow, 4.2 inches, compacted snow, 2.6 inches compacted windblown snow, | |||||||||
| ALRI4 | ALLERTON | 5 Feb 2023 7AM | 28 | 53 | 24 | 0 | 0 | 0 | M |
| ALXI4 | Waterloo NWS Snowfall | 5 Feb 2023 11PM | M | M | M | 0 | 0 | 5 | 0.8 |
| .A ALXI4 230205 C DH2400/PP 0.00/PPK 0.00/SF 0.0/SD 5/SFK 0.0/DC2302052341 Snow pack melt in progress today. Some slick spots on streets due to refreeze. | |||||||||
| AMOI4 | Anamosa 3SSW | 5 Feb 2023 9AM | 29 | 45 | 15 | 0 | 0 | 3 | M |
| AMSI4 | AMES 8 WSW | 5 Feb 2023 4PM | 36 | 42 | 26 | 0 | 0 | 4 | M |
| ASNI4 | ALLISON | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 6 | M |
| ATLI4 | ATLANTIC 1 NE | 5 Feb 2023 7AM | 30 | 50 | 2 | 0 | 0 | 0 | M |
| AUDI4 | Audubon | 5 Feb 2023 8AM | 26 | 45 | 21 | 0 | 0 | 2 | M |
| BCNI4 | BEACONSFIELD | No Observation Reported for 2023-02-05 | |||||||
| BLGI4 | BURLINGTON | 5 Feb 2023 5AM | 33 | 54 | 18 | 0 | 0 | 0 | M |
| BLKI4 | BLOCKTON | No Observation Reported for 2023-02-05 | |||||||
| BLLI4 | BELLE PLAINE | 5 Feb 2023 7AM | 29 | 47 | 20 | 0 | 0 | T | M |
| BLMI4 | BLOOMFIELD 1 WNW | 5 Feb 2023 8AM | M | M | M | 0 | 0 | 0 | M |
| BLVI4 | Bellevue LD 12 | 5 Feb 2023 6AM | 31 | 41 | 12 | 0 | 0 | 4 | M |
| BNWI4 | BOONE | 5 Feb 2023 8AM | 26 | 46 | M | 0 | 0 | 4 | M |
| .AR BNWI4 230205 C DH0800/TX 46/TN M/TA 26/PP 0.00/SF 0.0/SD 4/DC2303231936 NWS:: MinT does not match with other sites. Was -4, set to missing. Temperature sensor likely not reset. -AJ | |||||||||
| BRKI4 | BROOKLYN | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 2 | M |
| BTLI4 | BATTLE CREEK 3NE | 5 Feb 2023 8AM | 32 | 39 | 18 | 0 | 0 | 6 | M |
| CASI4 | CASCADE | 5 Feb 2023 7AM | M | 38 | 11 | 0 | 0 | M | M |
| CCTI4 | Central City | 5 Feb 2023 8AM | M | M | M | 0 | 0 | M | M |
| CHRI4 | CHARITON 1 E | 5 Feb 2023 8AM | 34 | 52 | 24 | 0 | 0 | 0 | M |
| CINI4 | CARROLL | 5 Feb 2023 7AM | 30 | 43 | 23 | 0 | 0 | 4 | 0 |
| .AR CINI4 230205 C DH0700/TX 43/TN 23/TA 30/PP 0.00/SF 0.0/SD M/SW 0.0/DC2302050750 Set snow depth to missing from zero | |||||||||
| CIYI4 | Charles City | 5 Feb 2023 10PM | 29 | 31 | 4 | 0 | 0 | 9 | M |
| CKPI4 | CHEROKEE | 5 Feb 2023 8AM | 24 | 37 | 4 | 0 | 0 | 6 | M |
| CLDI4 | CLARINDA | 5 Feb 2023 7AM | 26 | 53 | 23 | 0 | 0 | 0 | M |
| CLNI4 | CLINTON NO 1 | 5 Feb 2023 6PM | 33 | 43 | 30 | 0 | 0 | 1 | M |
| CLUI4 | CLUTIER | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 5 | M |
| CMBI4 | COLUMBIA | 5 Feb 2023 6AM | M | M | M | 0 | M | M | M |
| CMRI4 | Calmar | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 6 | M |
| CNTI4 | CENTERVILLE | 5 Feb 2023 7AM | 40 | 53 | 25 | 0 | 0 | 0 | M |
| COJI4 | COLUMBUS JUNCT 2 SSW | 5 Feb 2023 7AM | M | 51 | M | 0 | 0 | 0 | M |
| COOI4 | COON RAPIDS | No Observation Reported for 2023-02-05 | |||||||
| CRNI4 | Corning | 5 Feb 2023 7AM | 24 | 51 | 24 | 0 | 0 | 0 | M |
| CRPI4 | CEDAR RAPIDS NO 1 | 5 Feb 2023 5PM | 33 | 43 | 25 | 0 | 0 | 2 | M |
| CRTI4 | CRESTON 2 SW | No Observation Reported for 2023-02-05 | |||||||
| DAKI4 | DAKOTA CITY | 5 Feb 2023 6AM | 25 | 37 | 9 | 0 | 0 | 7 | M |
| .AR DAKI4 230205 C DH0645/TX 37/TN M/TA 25/PP 0.00/SF 0.0/SD 6/DC2302051528 NWS:: MinT was cold compared to nearby sites especially given reported snow depth. Was -2, set to missing. -AJ | |||||||||
| DCRI4 | DECORAH | 5 Feb 2023 6PM | 34 | 35 | 13 | 0 | 0 | 4 | M |
| DLDI4 | Dubuque L&D 11 | 5 Feb 2023 6AM | 24 | 37 | M | 0 | 0 | M | M |
| .AR DLDI4 230205 C DH0600/TX 37/TN M/TA 24/PP 0.00/SF 0.0/SD M/HG 5.34/DC2303162010 TN -7 too low, SD 2 is too low | |||||||||
| DMX | Des Moines WFO | 5 Feb 2023 11PM | 28 | 38 | 26 | 0 | 0 | 2 | 0.5 |
| DNNI4 | DONNELLSON | 5 Feb 2023 7AM | 32 | 56 | 20 | 0 | 0 | 0 | M |
| DNSI4 | DENISON | 5 Feb 2023 7AM | 27 | 43 | 21 | 0 | 0 | 4 | M |
| DSXI4 | Des Moines NWS Snow | 5 Feb 2023 11PM | M | M | M | 0 | 0 | T | 0.4 |
| DUBI4 | Dubuque #3 | 5 Feb 2023 12PM | M | M | M | 0 | 0 | 6 | 0.7 |
| DVNI4 | Davenport 6N | 5 Feb 2023 11PM | 24 | 40 | 23 | 0 | 0 | T | M |
| DWTI4 | DE WITT | 5 Feb 2023 8AM | M | M | M | 0 | 0 | M | M |
| EKRI4 | ELKADER 6SSW | 5 Feb 2023 7AM | 17 | 38 | 12 | 0 | 0 | 9 | M |
| ELDI4 | ELDORA | 5 Feb 2023 7AM | 22 | 41 | 12 | 0 | 0 | 5 | M |
| ELMI4 | ELMA | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 8 | M |
| EMMI4 | EMMETSBURG | 5 Feb 2023 12PM | 29 | 32 | 7 | 0 | 0 | 11 | M |
| .AR EMMI4 230205 C DH1200/TX 34/TN M/TA 29/PP 0.00/SF 0.0/SD 12/SW 0.0/DC2302051524 NWS:: MinT was too low compared to surrounding sites. Was -16, set to missing. -AJ | |||||||||
| EOKI4 | Keokuk L&D 19 | 5 Feb 2023 6AM | 35 | 55 | 24 | 0 | 0 | 0 | M |
| ESTI4 | ESTHERVILLE 4 E | 5 Feb 2023 7AM | 24 | 31 | 6 | 0 | 0 | M | M |
| EVYI4 | EVERLY 3 WNW | No Observation Reported for 2023-02-05 | |||||||
| FRFI4 | FAIRFIELD | 5 Feb 2023 8AM | 32 | 54 | 31 | 0 | 0 | 0 | M |
| FSCI4 | FOREST CITY 2 NNE | 5 Feb 2023 7AM | 8 | 30 | 6 | 0 | 0 | M | M |
| FTMI4 | Fort Madison | 5 Feb 2023 11PM | 29 | 52 | 28 | 0 | 0 | 0 | M |
| FYTI4 | Fayette 3NNW | 5 Feb 2023 7AM | 17 | 31 | 8 | 0 | 0 | 9 | M |
| .AR FYTI4 230205 C DH0700/TX 31/TN 8/TA 17/PP 0.00/SF 0.0/SD 9/DC2303171754 cloudy, W Wind | |||||||||
| GLNI4 | GLENWOOD | No Observation Reported for 2023-02-05 | |||||||
| GNDI4 | GRUNDY CENTER | 5 Feb 2023 7AM | 26 | 40 | 12 | 0 | 0 | 5 | M |
| GRII4 | GRINNELL 3 SW | 5 Feb 2023 7AM | 27 | 50 | 15 | 0 | 0 | 1 | M |
| GRNI4 | GREENFIELD | 5 Feb 2023 8AM | 32 | 50 | 24 | 0 | 0 | T | M |
| GRWI4 | GARWIN | 5 Feb 2023 6AM | M | M | M | 0 | 0 | 5 | M |
| GTHI4 | GUTHRIE CENTER | 5 Feb 2023 8AM | 35 | 47 | 23 | 0 | 0 | 2 | M |
| GTTI4 | Guttenberg L & D 10 | 5 Feb 2023 8AM | 22 | 38 | 14 | 0 | 0 | 8 | M |
| HBTI4 | HUMBOLDT WATER PLANT | No Observation Reported for 2023-02-05 | |||||||
| HLSI4 | Holstein 5NNW | 5 Feb 2023 7AM | 28 | 36 | 17 | 0 | 0 | 6 | M |
| HLYI4 | HOLLY SPRINGS 1NW | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 5 | M |
| HPTI4 | HAMPTON | 5 Feb 2023 9AM | 28 | 39 | 11 | 0 | 0 | 5 | M |
| HRFI4 | Hartford | No Observation Reported for 2023-02-05 | |||||||
| HSII4 | HASTINGS 4 NE | 5 Feb 2023 8AM | M | M | M | 0 | 0 | 0 | M |
| HSTI4 | HOLSTEIN | No Observation Reported for 2023-02-05 | |||||||
| ICYI4 | IOWA CITY | 5 Feb 2023 7AM | 29 | 54 | 17 | 0 | 0 | 0 | M |
| IDAI4 | INDIANOLA 4 W | No Observation Reported for 2023-02-05 | |||||||
| IONI4 | Ionia 2W | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 8 | M |
| IWAI4 | IOWA FALLS | 5 Feb 2023 7AM | 24 | 40 | 12 | 0 | 0 | 5 | M |
| JAMI4 | JAMAICA 3 S | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 3 | M |
| JFFI4 | JEFFERSON 2 NW | 5 Feb 2023 7AM | 22 | 44 | 19 | 0 | 0 | 5 | M |
| KANI4 | Kanawha | 5 Feb 2023 7AM | M | M | M | 0 | 0 | M | M |
| KEQI4 | KEOSAUQUA | 5 Feb 2023 7AM | 31 | 55 | 21 | 0 | 0 | 0 | M |
| KNXI4 | KNOXVILLE | 5 Feb 2023 8AM | 30 | 50 | 21 | 0 | 0 | 0 | M |
| KSLI4 | Kesley | 5 Feb 2023 7AM | M | M | M | 0 | 0 | M | M |
| LECI4 | LeClaire L&D 14 | 5 Feb 2023 6AM | 35 | 46 | 19 | 0 | M | M | M |
| LEMI4 | LE MARS | 5 Feb 2023 7AM | 25 | 34 | 16 | 0 | 0 | 10 | M |
| LKPI4 | LAKE PARK | No Observation Reported for 2023-02-05 | |||||||
| LMLI4 | LAKE MILLS | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 9 | M |
| LOGI4 | LOGAN | 5 Feb 2023 7AM | 28 | 48 | 22 | 0 | 0 | 1 | M |
| LORI4 | LORIMOR | No Observation Reported for 2023-02-05 | |||||||
| LSXI4 | LITTLE SIOUX 2 NW | 5 Feb 2023 7AM | 27 | 40 | 14 | 0 | 0 | 5 | M |
| LWDI4 | LOWDEN | 5 Feb 2023 11PM | 21 | 39 | 21 | 0 | 0 | 0 | M |
| .AR LWDI4 230205 C DH2400/TX 39/TN 21/TA 21/PP 0.00/SF 0.0/SD 0/DC2303132238 NW(25) | |||||||||
| MCLI4 | Monticello | 5 Feb 2023 8AM | M | M | M | 0 | 0 | M | M |
| MCTI4 | MUSCATINE | 5 Feb 2023 7AM | 29 | 52 | 16 | 0 | 0 | 0 | M |
| MCWI4 | Mason City | 5 Feb 2023 7AM | 23 | 34 | 6 | 0 | 0 | 8 | 0 |
| MHRI4 | MANCHESTER NO. 2 | 5 Feb 2023 7AM | 21 | 38 | 10 | 0 | 0 | 7 | M |
| MKTI4 | MAQUOKETA 4 W | 5 Feb 2023 8AM | 30 | 42 | 14 | 0 | 0 | 2 | M |
| MPTI4 | MAPLETON NO. 2 | 5 Feb 2023 7AM | 30 | 40 | 20 | 0 | 0 | 5 | M |
| MROI4 | MARENGO | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 0 | M |
| MSHI4 | MARSHALLTOWN | 5 Feb 2023 7AM | 27 | 45 | 11 | 0 | 0 | 4 | M |
| MSNI4 | MASSENA | 5 Feb 2023 7AM | M | M | M | 0 | 0 | M | M |
| MSTI4 | MUSCATINE 2 N | 5 Feb 2023 7AM | 32 | 53 | 20 | 0 | 0 | 0 | M |
| MTAI4 | MOUNT AYR | 5 Feb 2023 9AM | 42 | 54 | 24 | 0 | 0 | 0 | M |
| MXWI4 | MAXWELL | 5 Feb 2023 6AM | M | M | M | 0 | M | M | M |
| MZUI4 | MONTEZUMA 1 W | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 0 | M |
| NENI4 | NORTH ENGLISH | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 0 | M |
| NHPI4 | New Hampton | 5 Feb 2023 8AM | 21 | 34 | 9 | 0 | 0 | 7 | M |
| NHUI4 | NASHUA 2SW | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 7 | M |
| NWTI4 | NEWTON | 5 Feb 2023 7AM | 28 | 49 | 15 | 0 | 0 | 1 | M |
| OAKI4 | OAKLAND | 5 Feb 2023 7AM | 30 | 49 | 19 | 0 | 0 | 0 | M |
| OGDI4 | OGDEN | No Observation Reported for 2023-02-05 | |||||||
| OLNI4 | OELWEIN 1E | 5 Feb 2023 6AM | M | M | M | 0 | 0 | 6 | M |
| ORCI4 | ORANGE CITY | 5 Feb 2023 8AM | M | M | M | 0 | 0 | 13 | M |
| OSAI4 | Osage 1W | 5 Feb 2023 8AM | 25 | 31 | 8 | 0 | 0 | 5 | M |
| OSEI4 | OSCEOLA | 5 Feb 2023 7AM | 30 | 52 | 24 | 0 | 0 | 0 | M |
| OSKI4 | OSKALOOSA | No Observation Reported for 2023-02-05 | |||||||
| PEAI4 | PELLA 1 S | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 0 | M |
| PERI4 | PERRY | 5 Feb 2023 7AM | 32 | 45 | 21 | 0 | 0 | 2 | M |
| PGHI4 | PRIMGHAR | 5 Feb 2023 4PM | 29 | 30 | 20 | 0 | 0 | 11 | M |
| POCI4 | POCAHONTAS | 5 Feb 2023 8AM | 22 | 34 | 7 | 0 | 0 | 9 | M |
| PSTI4 | POSTVILLE | 5 Feb 2023 7AM | 34 | 34 | 10 | 0 | 0 | 8 | M |
| PTRI4 | PETERSON | No Observation Reported for 2023-02-05 | |||||||
| RADI4 | RATHBUN DAM | 5 Feb 2023 6AM | M | M | M | 0 | M | M | M |
| RANI4 | RANDOLPH | 5 Feb 2023 8AM | M | M | M | 0 | 0 | 0 | M |
| RINI4 | RINGSTED | No Observation Reported for 2023-02-05 | |||||||
| RKRI4 | ROCK RAPIDS | 5 Feb 2023 8AM | 22 | 29 | 5 | 0 | 0 | 11 | M |
| RKVI4 | ROCK VALLEY | 5 Feb 2023 7AM | 18 | M | M | 0 | 0 | 16 | M |
| RKWI4 | ROCKWELL CITY | 5 Feb 2023 7AM | 25 | 39 | 13 | 0 | 0 | M | M |
| RMSI4 | REMSEN NO. 2 | 5 Feb 2023 1PM | M | M | M | 0 | 0 | 12 | M |
| ROKI4 | RED OAK | 5 Feb 2023 7AM | 26 | 53 | 22 | 0 | 0 | 0 | M |
| RWCI4 | ROCKWELL CITY NO. 2 | 5 Feb 2023 6AM | M | M | M | 0 | M | M | M |
| SACI4 | SAC CITY | 5 Feb 2023 6AM | 32 | 38 | 23 | 0 | 0 | 5 | M |
| SANI4 | St Ansgar | 5 Feb 2023 6AM | M | M | M | 0 | 0 | 7 | M |
| SDHI4 | SHENANDOAH | 5 Feb 2023 8AM | 30 | 54 | 3 | 0 | 0 | 0 | M |
| SGYI4 | Sigourney | 5 Feb 2023 8AM | 30 | 52 | 27 | 0 | 0 | 0 | M |
| SHDI4 | SHELDON | 5 Feb 2023 8AM | M | M | M | 0 | 0 | 8 | M |
| SIBI4 | Sibley | 5 Feb 2023 8AM | 22 | 30 | 10 | 0 | 0 | 14 | M |
| SIXI4 | SIOUX CENTER 2 SE | 5 Feb 2023 4PM | 29 | 31 | 23 | 0 | 0 | 15 | M |
| SLBI4 | STORM LAKE 2 E | 5 Feb 2023 8AM | 22 | 36 | 19 | 0 | 0 | 2 | M |
| SLHI4 | Salem 1 S | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 0 | M |
| SNBI4 | SANBORN | 5 Feb 2023 8AM | 23 | 30 | 19 | 0 | 0 | 13 | M |
| SNYI4 | STANLEY 4 W | 5 Feb 2023 7AM | 19 | 34 | 11 | 0 | 0 | 7 | M |
| SPRI4 | SPIRIT LAKE | 5 Feb 2023 7AM | M | 30 | 7 | 0 | 0 | 18 | M |
| SPTI4 | Strawberry Point | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 7 | M |
| STBI4 | STEAMBOAT ROCK | No Observation Reported for 2023-02-05 | |||||||
| STYI4 | Story City | 5 Feb 2023 6AM | M | M | M | 0 | M | M | M |
| SWEI4 | SWEA CITY 4 W | 5 Feb 2023 6AM | 25 | 28 | 6 | 0 | 0 | 10 | M |
| SWHI4 | SWISHER | 5 Feb 2023 8AM | M | M | M | 0 | 0 | 0 | M |
| SXGI4 | SIOUX CITY AIRPORT | 5 Feb 2023 6AM | 26 | 39 | 13 | 0 | 0 | 6 | M |
| SXRI4 | SIOUX RAPIDS 4 E | 5 Feb 2023 6AM | 30 | 37 | 2 | 0 | 0 | 12 | M |
| TLDI4 | TOLEDO 3 N | 5 Feb 2023 7AM | 25 | 44 | 9 | 0 | 0 | 3 | M |
| .A TLDI4 230205 C DH0700/TX 44/TN 9/TA 25/PP 0.00/SF 0.0/SD 3/DC2302050949 mostly sunny | |||||||||
| TREI4 | TRAER | 5 Feb 2023 7AM | M | M | M | 0 | 0 | M | M |
| UBSI4 | Johnston | No Observation Reported for 2023-02-05 | |||||||
| UNDI4 | UNDERWOOD | 5 Feb 2023 7AM | M | M | M | 0 | 0 | T | M |
| VICI4 | VICKS CORNER-SPIRIT LAKE IOWA | 5 Feb 2023 11PM | 18 | 30 | 18 | 0 | 0 | 15 | M |
| VNTI4 | VINTON | 5 Feb 2023 4AM | 20 | 43 | 15 | 0 | 0 | 4 | M |
| WACI4 | Waucoma 1WNW | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 7 | M |
| WAUI4 | Waukon 3NNE | 5 Feb 2023 8AM | M | 31 | 2 | 0 | 0 | 7 | M |
| WEBI4 | WEBSTER CITY | 5 Feb 2023 7AM | 13 | 37 | 1 | 0 | 0 | 11 | M |
| .A WEBI4 230205 C DH0700/TX 37/TN 1/TA 13/PP 0.00/SF 0.0/SD 11/DC2302051547 Low on 2/5 11 degrees. | |||||||||
| WGCI4 | DES MOINES WAVELAND | 5 Feb 2023 7AM | M | M | M | 0 | 0 | 2 | M |
| WLBI4 | WILLIAMSBURG 3 SE | 5 Feb 2023 7AM | 31 | 50 | 19 | 0 | 0 | 0 | M |
| WMTI4 | FORT DODGE 5 NNW | 5 Feb 2023 6AM | 29 | 38 | 11 | 0 | 0 | 9 | M |
| .A WMTI4 230205 C DH0615/TX 38/TN 11/TA 29/PP 0.00/SF 0.0/SD 9/DC2302050700 Sunny breezy | |||||||||
| WSHI4 | WASHINGTON | 5 Feb 2023 7AM | 29 | 52 | 19 | 0 | 0 | 0 | M |
| WTRI4 | WINTERSET 2 NNW | 5 Feb 2023 7AM | 28 | 50 | 25 | 0 | 0 | 1 | M |
| ZRGI4 | ZEARING | 5 Feb 2023 7AM | M | M | M | 0 | 0 | M | M |
Errors exist in this dataset and you should evaluate the observations before using...