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.
Hint: You should be able to
highlight the values in the table and then copy + paste these values into a
spreadsheet program like Excel. A
download interface does exist for these
observations.
NWSLI: | Site Name: | Date: | Temp at Ob | Max Air Temp | Min Air Temp | Precip | Snowfall | Snow Depth | Snow Water Equiv |
---|---|---|---|---|---|---|---|---|---|
BRKI4 | BROOKLYN | No Observation Reported for 2017-03-10 | |||||||
DUBI4 | Dubuque #3 | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
WACI4 | Waucoma 1WNW | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | 0 |
PEAI4 | PELLA 1 S | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
HLYI4 | HOLLY SPRINGS 1NW | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
CCTI4 | Central City | No Observation Reported for 2017-03-10 | |||||||
RMSI4 | REMSEN NO. 2 | 10 Mar 2017 6AM | M | M | M | 0 | 0 | 0 | M |
RINI4 | RINGSTED | No Observation Reported for 2017-03-10 | |||||||
OGDI4 | OGDEN | 10 Mar 2017 6AM | M | M | M | 0 | M | M | M |
RWCI4 | ROCKWELL CITY NO. 2 | 10 Mar 2017 6AM | M | M | M | 0 | M | M | M |
DAKI4 | DAKOTA CITY | No Observation Reported for 2017-03-10 | |||||||
GLMI4 | Gilman | 10 Mar 2017 7AM | M | M | M | 0 | M | M | M |
RANI4 | RANDOLPH | 10 Mar 2017 8AM | M | M | M | 0 | M | M | M |
AKRI4 | AKRON | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
KANI4 | Kanawha | No Observation Reported for 2017-03-10 | |||||||
UBSI4 | Johnston | No Observation Reported for 2017-03-10 | |||||||
JFFI4 | JEFFERSON 2 NW | No Observation Reported for 2017-03-10 | |||||||
NENI4 | NORTH ENGLISH | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
SWHI4 | SWISHER | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
EVYI4 | EVERLY 3 WNW | 10 Mar 2017 7AM | M | M | M | T | T | 0 | M |
GRWI4 | GARWIN | No Observation Reported for 2017-03-10 | |||||||
OTWI4 | Ottumwa | No Observation Reported for 2017-03-10 | |||||||
AAKI4 | AMES | No Observation Reported for 2017-03-10 | |||||||
SANI4 | St Ansgar | 10 Mar 2017 6AM | M | M | M | 0 | 0 | 0 | M |
CMRI4 | Calmar | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
COOI4 | COON RAPIDS | 10 Mar 2017 6AM | M | M | M | 0 | M | M | M |
MSCI4 | MASON CITY #1 | 10 Mar 2017 11PM | M | M | M | 0 | 0 | 0 | M |
MXWI4 | MAXWELL | 10 Mar 2017 6AM | M | M | M | 0 | M | M | M |
DWTI4 | DE WITT | 10 Mar 2017 8AM | M | M | M | 0 | 0 | 0 | M |
ORCI4 | ORANGE CITY | 10 Mar 2017 7AM | M | M | M | T | T | 0 | M |
ESTI4 | ESTHERVILLE 4 E | No Observation Reported for 2017-03-10 | |||||||
BLMI4 | BLOOMFIELD 1 WNW | No Observation Reported for 2017-03-10 | |||||||
RKVI4 | ROCK VALLEY | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
UNDI4 | UNDERWOOD | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
HRFI4 | Hartford | No Observation Reported for 2017-03-10 | |||||||
CRNI4 | Corning | No Observation Reported for 2017-03-10 | |||||||
DEWI4 | DE WITT 4 S | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
ZRGI4 | ZEARING | No Observation Reported for 2017-03-10 | |||||||
FMBI4 | Ankeny 2 SE | No Observation Reported for 2017-03-10 | |||||||
WCCI4 | Grimes 4 WSW | No Observation Reported for 2017-03-10 | |||||||
LORI4 | LORIMOR | No Observation Reported for 2017-03-10 | |||||||
KENI4 | KENNEBEC | 10 Mar 2017 7AM | M | M | M | 0 | M | M | M |
MZUI4 | MONTEZUMA 1 W | No Observation Reported for 2017-03-10 | |||||||
ADXI4 | ADEL | No Observation Reported for 2017-03-10 | |||||||
HBTI4 | HUMBOLDT WATER PLANT | 10 Mar 2017 6AM | M | M | M | 0 | M | M | M |
PKBI4 | PARKERSBURG | No Observation Reported for 2017-03-10 | |||||||
MSNI4 | MASSENA | No Observation Reported for 2017-03-10 | |||||||
SLHI4 | Salem 1 S | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
JWLI4 | JEWELL | No Observation Reported for 2017-03-10 | |||||||
STYI4 | Story City | 10 Mar 2017 6AM | M | M | M | 0 | M | M | M |
HRCI4 | HARCOURT 2 N | No Observation Reported for 2017-03-10 | |||||||
PTRI4 | PETERSON | No Observation Reported for 2017-03-10 | |||||||
FULI4 | FULTON | 10 Mar 2017 6AM | M | M | M | 0 | 0 | 0 | M |
PPJI4 | POPEJOY 1 S | No Observation Reported for 2017-03-10 | |||||||
CMBI4 | COLUMBIA | 10 Mar 2017 6AM | M | M | M | 0 | M | M | M |
BTTI4 | BRITT | No Observation Reported for 2017-03-10 | |||||||
WHTI4 | WASHTA | No Observation Reported for 2017-03-10 | |||||||
ATNI4 | Fourmile Creek 4 WNW Altoona I-80 | No Observation Reported for 2017-03-10 | |||||||
MROI4 | MARENGO | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
WAUI4 | Waukon 3NNE | No Observation Reported for 2017-03-10 | |||||||
DSXI4 | Des Moines NWS Snow | 10 Mar 2017 11PM | M | M | M | 0.03 | 0.3 | T | M |
ALXI4 | Waterloo NWS Snowfall | 10 Mar 2017 11PM | M | M | M | 0 | 0 | 0 | M |
SWEI4 | SWEA CITY 4 W | No Observation Reported for 2017-03-10 | |||||||
BLKI4 | BLOCKTON | No Observation Reported for 2017-03-10 | |||||||
STBI4 | STEAMBOAT ROCK | 10 Mar 2017 6AM | M | M | M | 0 | M | M | M |
ELMI4 | ELMA | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
ALRI4 | ALLERTON | No Observation Reported for 2017-03-10 | |||||||
HSII4 | HASTINGS 4 NE | 10 Mar 2017 8AM | M | M | M | 0 | 0 | 0 | M |
MCLI4 | Monticello | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
TREI4 | TRAER | No Observation Reported for 2017-03-10 | |||||||
COJI4 | COLUMBUS JUNCT 2 SSW | No Observation Reported for 2017-03-10 | |||||||
SPTI4 | Strawberry Point | 10 Mar 2017 7AM | M | M | M | T | T | 0 | M |
IONI4 | Ionia 2W | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
SXCI4 | SIOUX CITY HWY 77 BRG | No Observation Reported for 2017-03-10 | |||||||
HUBI4 | HUBBARD | No Observation Reported for 2017-03-10 | |||||||
NHUI4 | NASHUA 2SW | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
CRDI4 | CONRAD | 10 Mar 2017 7AM | M | M | M | 0 | M | M | M |
WGCI4 | DES MOINES WAVELAND | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
CLUI4 | CLUTIER | 10 Mar 2017 7AM | M | M | M | 0 | M | M | M |
JAMI4 | JAMAICA 3 S | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
LMLI4 | LAKE MILLS | 10 Mar 2017 7AM | M | M | M | 0 | 0 | 0 | M |
OSEI4 | OSCEOLA | 10 Mar 2017 7AM | 18 | 57 | 17 | 0 | 0 | 0 | M |
DNNI4 | DONNELLSON | 10 Mar 2017 7AM | 24 | 54 | 24 | 0 | 0 | 0 | M |
SDHI4 | SHENANDOAH | 10 Mar 2017 8AM | 20 | 52 | 18 | 0 | M | M | M |
CNTI4 | CENTERVILLE | 10 Mar 2017 7AM | 21 | 51 | 21 | 0 | 0 | M | M |
SIDI4 | SIDNEY | 10 Mar 2017 6AM | 16 | 51 | 16 | 0 | 0 | 0 | M |
BLGI4 | BURLINGTON | 10 Mar 2017 7AM | 25 | 51 | 25 | 0 | 0 | 0 | M |
EOKI4 | Keokuk L&D 19 | 10 Mar 2017 6AM | 26 | 51 | 26 | 0 | 0 | 0 | M |
CLDI4 | CLARINDA | 10 Mar 2017 6AM | 18 | 50 | 18 | 0 | 0 | 0 | M |
KEQI4 | KEOSAUQUA | 10 Mar 2017 8AM | 24 | 50 | 22 | 0 | 0 | 0 | M |
ROKI4 | RED OAK | 10 Mar 2017 7AM | 18 | 50 | 17 | 0 | 0 | 0 | M |
BTLI4 | BATTLE CREEK 3NE | 10 Mar 2017 8AM | 12 | 49 | 11 | 0 | 0 | 0 | M |
LSXI4 | LITTLE SIOUX 2 NW | 10 Mar 2017 7AM | 14 | 49 | 14 | 0 | 0 | 0 | M |
3OI | LAMONI | 10 Mar 2017 7AM | 18 | 49 | 18 | 0 | M | M | M |
GLNI4 | GLENWOOD | 10 Mar 2017 5AM | 17 | 49 | 17 | 0 | 0 | 0 | M |
RADI4 | RATHBUN DAM | 10 Mar 2017 7AM | 20 | 49 | 19 | 0 | 0 | 0 | M |
ATLI4 | ATLANTIC 1 NE | 10 Mar 2017 7AM | 15 | 49 | 15 | 0 | 0 | 0 | M |
IDAI4 | INDIANOLA 4 W | 10 Mar 2017 7AM | 19 | 48 | 17 | 0 | 0 | 0 | M |
FRFI4 | FAIRFIELD | 10 Mar 2017 8AM | 24 | 48 | 21 | 0 | 0 | 0 | M |
BCNI4 | BEACONSFIELD | 10 Mar 2017 7AM | 16 | 48 | 16 | 0 | 0 | 0 | M |
WTRI4 | WINTERSET 2 NNW | 10 Mar 2017 7AM | 36 | 48 | 28 | 0 | M | M | M |
WSHI4 | WASHINGTON | 10 Mar 2017 7AM | 21 | 48 | 20 | 0 | 0 | 0 | M |
OAKI4 | OAKLAND | 10 Mar 2017 7AM | 15 | 48 | 15 | 0 | 0 | M | M |
CASI4 | CASCADE | 10 Mar 2017 7AM | 21 | 48 | 21 | 0 | 0 | 0 | M |
MCTI4 | MUSCATINE | 10 Mar 2017 7AM | 23 | 48 | 23 | 0 | 0 | 0 | M |
CHRI4 | CHARITON 1 E | 10 Mar 2017 7AM | 18 | 47 | 18 | 0 | 0 | 0 | 0 |
GTHI4 | GUTHRIE CENTER | 10 Mar 2017 8AM | 15 | 47 | 14 | 0 | 0 | 0 | M |
AMOI4 | Anamosa 3SSW | 10 Mar 2017 6AM | 20 | 47 | 20 | 0 | 0 | 0 | M |
OLNI4 | OELWEIN 1E | 10 Mar 2017 6AM | 15 | 47 | 15 | 0 | 0 | 0 | M |
ALBI4 | ALBIA 3 NNE | 10 Mar 2017 7AM | 29 | 47 | 19 | 0 | 0 | 0 | M |
OSKI4 | OSKALOOSA | 10 Mar 2017 7AM | 19 | 47 | 18 | 0 | 0 | 0 | M |
BLLI4 | BELLE PLAINE | 10 Mar 2017 7AM | 19 | 47 | 18 | 0 | 0 | 0 | M |
LOGI4 | LOGAN | 10 Mar 2017 7AM | 16 | 47 | 15 | 0 | M | M | M |
BEDI4 | BEDFORD | 10 Mar 2017 7AM | 18 | 47 | 17 | 0 | 0 | 0 | M |
LECI4 | LeClaire L&D 14 | 10 Mar 2017 6AM | 23 | 46 | 23 | 0 | M | M | M |
KNXI4 | KNOXVILLE | 10 Mar 2017 8AM | 18 | 46 | 17 | 0 | 0 | 0 | M |
GRNI4 | GREENFIELD | 10 Mar 2017 8AM | 17 | 46 | 14 | 0 | 0 | M | M |
WLBI4 | WILLIAMSBURG 3 SE | 10 Mar 2017 7AM | 20 | 46 | 20 | 0 | 0 | 0 | M |
ICYI4 | IOWA CITY | 10 Mar 2017 7AM | 23 | 46 | 22 | 0 | 0 | 0 | M |
MSTI4 | MUSCATINE 2 N | 10 Mar 2017 7AM | 23 | 46 | 22 | 0 | 0 | 0 | M |
NWTI4 | NEWTON | 10 Mar 2017 7AM | 16 | 46 | 16 | 0 | 0 | 0 | M |
GRII4 | GRINNELL 3 SW | 10 Mar 2017 7AM | 17 | 46 | 17 | 0 | 0 | 0 | M |
AKYI4 | ANKENY | 10 Mar 2017 8AM | 16 | 46 | 15 | 0 | 0 | 0 | M |
CRTI4 | CRESTON 2 SW | 10 Mar 2017 7AM | 16 | 46 | 15 | 0 | 0 | 0 | M |
SGYI4 | Sigourney | 10 Mar 2017 7AM | 19 | 45 | 19 | 0 | 0 | 0 | M |
CSAI4 | CASTANA EXP FARM | 10 Mar 2017 7AM | 12 | 45 | 12 | 0 | M | M | M |
AESI4 | AMES 5 SE | 10 Mar 2017 6AM | 14 | 45 | 14 | 0 | 0 | 0 | M |
MSHI4 | MARSHALLTOWN | 10 Mar 2017 7AM | 16 | 45 | 16 | 0 | M | M | M |
PERI4 | PERRY | 10 Mar 2017 7AM | 14 | 45 | 14 | 0 | 0 | 0 | M |
SXGI4 | SIOUX CITY AIRPORT | 10 Mar 2017 6AM | 14 | 44 | 14 | 0 | 0 | 0 | M |
AUDI4 | Audubon | 10 Mar 2017 8AM | 12 | 44 | 12 | 0 | 0 | M | M |
MPTI4 | MAPLETON NO. 2 | 10 Mar 2017 7AM | 12 | 44 | 11 | 0 | 0 | 0 | M |
TLDI4 | TOLEDO 3 N | 10 Mar 2017 7AM | 15 | 44 | 15 | 0 | 0 | 0 | M |
CINI4 | CARROLL | 10 Mar 2017 7AM | 12 | 44 | 12 | 0 | 0 | 0 | 0 |
MKTI4 | MAQUOKETA 4 W | 10 Mar 2017 7AM | 20 | 44 | 20 | 0 | 0 | 0 | M |
BNWI4 | BOONE | 10 Mar 2017 8AM | 14 | 44 | 12 | 0 | 0 | 0 | M |
VNTI4 | VINTON | 10 Mar 2017 7AM | 17 | 43 | 17 | 0 | 0 | 0 | M |
CGGI4 | COGGON | 10 Mar 2017 6AM | 18 | 42 | 18 | 0 | 0 | 0 | M |
FSCI4 | FOREST CITY 2 NNE | 10 Mar 2017 7AM | 8 | 42 | 8 | 0 | 0 | M | M |
LEMI4 | LE MARS | 10 Mar 2017 7AM | 9 | 42 | 9 | 0 | 0 | 0 | M |
DNSI4 | DENISON | 10 Mar 2017 7AM | 10 | 42 | 10 | 0 | 0 | 0 | M |
HPTI4 | HAMPTON | 10 Mar 2017 7AM | 12 | 42 | 12 | 0 | 0 | 0 | M |
RKWI4 | ROCKWELL CITY | 10 Mar 2017 7AM | 11 | 42 | 10 | 0 | 0 | 0 | M |
MTAI4 | MOUNT AYR | 10 Mar 2017 7AM | 25 | 41 | 17 | 0 | 0 | 0 | M |
IWAI4 | IOWA FALLS | 10 Mar 2017 7AM | 12 | 41 | 12 | 0 | 0 | 0 | M |
SACI4 | SAC CITY | 10 Mar 2017 6AM | 10 | 41 | 9 | 0 | 0 | 0 | M |
GNDI4 | GRUNDY CENTER | 10 Mar 2017 7AM | 15 | 41 | 15 | 0 | 0 | 0 | M |
CKPI4 | CHEROKEE | 10 Mar 2017 8AM | 10 | 41 | 9 | 0 | 0 | 0 | M |
BLVI4 | Bellevue LD 12 | 10 Mar 2017 6AM | 24 | 41 | 24 | 0 | 0 | 0 | M |
WEBI4 | WEBSTER CITY | 10 Mar 2017 7AM | 11 | 41 | 11 | 0 | 0 | 0 | M |
ELDI4 | ELDORA | 10 Mar 2017 7AM | 13 | 41 | 13 | 0 | 0 | 0 | M |
TRPI4 | TRIPOLI | 10 Mar 2017 7AM | 15 | 40 | 15 | 0 | 0 | 0 | M |
ASNI4 | ALLISON | 10 Mar 2017 7AM | 15 | 40 | 15 | 0 | 0 | 0 | M |
SNYI4 | STANLEY 4 W | 10 Mar 2017 3AM | 19 | 40 | 19 | T | T | 0 | M |
CLII4 | CLARION | 10 Mar 2017 6AM | 10 | 40 | 10 | 0 | M | M | M |
EKRI4 | ELKADER 6SSW | 10 Mar 2017 7AM | 16 | 40 | 16 | 0 | 0 | 0 | M |
SPRI4 | SPIRIT LAKE | 10 Mar 2017 7AM | M | 40 | 24 | 0 | 0 | 0 | M |
WMTI4 | FORT DODGE 5 NNW | 10 Mar 2017 6AM | 10 | 40 | 10 | 0 | 0 | 0 | M |
FYTI4 | Fayette 3NNW | 10 Mar 2017 7AM | 14 | 39 | 14 | 0 | 0 | 0 | M |
SLBI4 | STORM LAKE 2 E | 10 Mar 2017 8AM | 8 | 39 | 8 | 0 | 0 | 0 | M |
AMSI4 | AMES 8 WSW | 10 Mar 2017 4PM | 22 | 39 | 12 | 0 | 0 | M | M |
MHRI4 | MANCHESTER NO. 2 | 10 Mar 2017 7AM | 17 | 39 | 17 | 0 | 0 | 0 | M |
CLNI4 | CLINTON NO 1 | 10 Mar 2017 6PM | 28 | 39 | 22 | 0 | 0 | 0 | M |
HAWI4 | HAWARDEN | 10 Mar 2017 7AM | 10 | 39 | 10 | 0 | 0 | 0 | M |
CRPI4 | CEDAR RAPIDS NO 1 | 10 Mar 2017 5PM | 26 | 39 | 19 | 0 | 0 | 0 | M |
DLDI4 | Dubuque L&D 11 | 10 Mar 2017 6AM | 22 | 39 | 21 | 0 | 0 | 0 | M |
MFRI4 | MILFORD 4 NW | 10 Mar 2017 7PM | 20 | 38 | 4 | 0 | 0 | 0 | M |
POCI4 | POCAHONTAS | 10 Mar 2017 8AM | 9 | 38 | 8 | 0 | 0 | 0 | M |
PSTI4 | POSTVILLE | 10 Mar 2017 7AM | 15 | 38 | 14 | 0 | 0 | 0 | M |
NHPI4 | New Hampton | 10 Mar 2017 7AM | 13 | 36 | 13 | 0 | 0 | 0 | M |
OSAI4 | Osage 1W | 10 Mar 2017 7AM | 11 | 36 | 11 | 0 | 0 | 0 | M |
ALGI4 | ALGONA 3 W | 10 Mar 2017 6AM | 7 | 36 | 7 | 0 | 0 | M | M |
FTMI4 | Fort Madison | 10 Mar 2017 11PM | 27 | 36 | 24 | 0 | 0 | 0 | M |
SHDI4 | SHELDON | 10 Mar 2017 7AM | 9 | 36 | 7 | T | 0 | 0 | M |
CRCI4 | CRESCO 1NE | 10 Mar 2017 7AM | 11 | 35 | 10 | 0 | 0 | 0 | M |
MCWI4 | Mason City | 10 Mar 2017 7AM | 12 | 35 | 12 | 0 | 0 | 0 | 0 |
DCRI4 | DECORAH | 10 Mar 2017 6PM | 22 | 35 | 13 | 0 | 0 | 0 | M |
SNBI4 | SANBORN | 10 Mar 2017 8AM | 6 | 34 | 6 | 0 | 0 | 0 | M |
NWDI4 | NORTHWOOD | 10 Mar 2017 8AM | 11 | 33 | 9 | 0 | 0 | M | M |
DVNI4 | Davenport 6N | 10 Mar 2017 11PM | 23 | 33 | 21 | 0 | 0 | 0 | M |
LWDI4 | LOWDEN | 10 Mar 2017 11PM | 22 | 32 | 20 | 0 | 0 | 0 | M |
RKRI4 | ROCK RAPIDS | 10 Mar 2017 8AM | 7 | 31 | 7 | 0 | 0 | 0 | M |
LKPI4 | LAKE PARK | 10 Mar 2017 7AM | 8 | 31 | 3 | 0 | 0 | 0 | M |
DMX | Des Moines WFO | 10 Mar 2017 11PM | 19 | 30 | 15 | 0.05 | 1.2 | 1 | M |
GTTI4 | Guttenberg L & D 10 | 10 Mar 2017 11PM | 20 | 30 | 19 | 0 | 0 | 0 | 0 |
SIXI4 | SIOUX CENTER 2 SE | 10 Mar 2017 3PM | 17 | 29 | 8 | 0 | 0 | 0 | M |
SIBI4 | Sibley | 10 Mar 2017 7AM | 5 | 29 | 4 | 0 | 0 | 0 | M |
PGHI4 | PRIMGHAR | 10 Mar 2017 4PM | 17 | 29 | 7 | 0 | 0 | 0 | M |
CIYI4 | Charles City | 10 Mar 2017 10PM | 18 | 26 | 13 | 0 | 0 | 0 | M |
SXRI4 | SIOUX RAPIDS 4 E | 10 Mar 2017 10PM | 17 | 22 | 7 | 0 | 0 | 0 | M |
HSTI4 | HOLSTEIN | 10 Mar 2017 10PM | 14 | 21 | 9 | T | T | 0 | M |
EMMI4 | EMMETSBURG | 10 Mar 2017 7AM | 14 | 20 | 7 | 0 | 0 | 0 | M |
3SE | SPENCER 1 N | 10 Mar 2017 11PM | 17 | 19 | 6 | 0 | 0 | 0 | M |
VICI4 | VICKS CORNER-SPIRIT LAKE IOWA | 10 Mar 2017 11PM | 16 | 17 | 4 | 0 | 0 | T | M |
Errors exist in this dataset and you should evaluate the observations before using...