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.

COOP obs listed by station

(Click on a date to get all obs for a particular date.)

Select Year:

NWSLI: Site Name: Date: Temp at Ob Max Air Temp Min Air Temp Precip Snowfall Snow Depth Snow Water Equiv
AUDI4Audubon4 Jan 2022 8AM273410001M
AUDI4Audubon1 Jan 2022 8AM-128-1T00M
AUDI4Audubon2 Jan 2022 8AM-91-90.040.81M
AUDI4Audubon3 Jan 2022 8AM1010-9001M
AUDI4Audubon6 Jan 2022 8AM-511-600TM
AUDI4Audubon8 Jan 2022 8AM720100TM
AUDI4Audubon10 Jan 2022 8AM7246000M
AUDI4Audubon9 Jan 2022 8AM6326000M
AUDI4Audubon11 Jan 2022 8AM23255000M
AUDI4Audubon12 Jan 2022 8AM324923000M
AUDI4Audubon18 Jan 2022 8AM233316004M
AUDI4Audubon14 Jan 2022 8AM244623TTTM
AUDI4Audubon15 Jan 2022 8AM83480.595.56M
AUDI4Audubon17 Jan 2022 8AM16348004M
AUDI4Audubon26 Jan 2022 8AM-415-10001M
AUDI4Audubon19 Jan 2022 8AM6436003M
AUDI4Audubon22 Jan 2022 8AM2224-6003M
AUDI4Audubon23 Jan 2022 8AM5415T03M
AUDI4Audubon21 Jan 2022 8AM-610-11003M
AUDI4Audubon5 Feb 2022 8AM9230000M
AUDI4Audubon27 Jan 2022 8AM2829-5001M
AUDI4Audubon28 Jan 2022 8AM-536-5TT1M
AUDI4Audubon25 Jan 2022 8AM-632-6002M
AUDI4Audubon20 Jan 2022 8AM-911-9003M
AUDI4Audubon7 Jan 2022 8AM13-500TM
AUDI4Audubon5 Jan 2022 8AM236200TM
AUDI4Audubon16 Jan 2022 8AM811-9005M
AUDI4Audubon13 Jan 2022 8AM295321000M
AUDI4Audubon29 Jan 2022 8AM1224-5001M
AUDI4Audubon30 Jan 2022 8AM15451200TM
AUDI4Audubon31 Jan 2022 8AM30301400TM
AUDI4Audubon1 Feb 2022 8AM28462200TM
AUDI4Audubon7 Feb 2022 8AM183911000M
AUDI4Audubon3 Feb 2022 8AM-712-7000M
AUDI4Audubon4 Feb 2022 8AM49-7000M
AUDI4Audubon9 Feb 2022 8AM385328000M
AUDI4Audubon6 Feb 2022 8AM24489000M
AUDI4Audubon2 Feb 2022 8AM4323000M
AUDI4Audubon24 Jan 2022 8AM32345TT3M
AUDI4Audubon10 Feb 2022 8AM164515000M
AUDI4Audubon14 Feb 2022 8AM17214000M
AUDI4Audubon11 Feb 2022 8AM4045160.0700M
AUDI4Audubon12 Feb 2022 8AM0400TT0M
AUDI4Audubon13 Feb 2022 8AM421-1000M
AUDI4Audubon17 Feb 2022 8AM8378000M
AUDI4Audubon15 Feb 2022 8AM193113000M
AUDI4Audubon18 Feb 2022 8AM18212000M
AUDI4Audubon16 Feb 2022 8AM335316000M
AUDI4Audubon19 Feb 2022 8AM8556000M
AUDI4Audubon26 Feb 2022 8AM919-4001M
AUDI4Audubon21 Feb 2022 8AM346324000M
AUDI4Audubon22 Feb 2022 8AM125512T0TM
AUDI4Audubon20 Feb 2022 8AM35368000M
AUDI4Audubon23 Feb 2022 8AM-512-5TTTM
AUDI4Audubon25 Feb 2022 8AM-414-50.031.31M
AUDI4Audubon27 Feb 2022 8AM17429000M
AUDI4Audubon28 Feb 2022 8AM205214000M
AUDI4Audubon1 Mar 2022 8AM306420000M
AUDI4Audubon8 Mar 2022 8AM203312001M
AUDI4Audubon2 Mar 2022 8AM426730000M
AUDI4Audubon3 Mar 2022 8AM267126000M
AUDI4Audubon5 Mar 2022 8AM5058240.4100M
AUDI4Audubon6 Mar 2022 8AM2460230.1400M
AUDI4Audubon7 Mar 2022 8AM2231210.111.62M
AUDI4Audubon8 Feb 2022 8AM284818000M
AUDI4Audubon24 Feb 2022 8AM511-5000M
AUDI4Audubon9 Mar 2022 8AM204419000M
AUDI4Audubon10 Mar 2022 8AM162515TTTM
AUDI4Audubon11 Mar 2022 8AM192515TTTM
AUDI4Audubon12 Mar 2022 8AM1201000M
AUDI4Audubon13 Mar 2022 8AM21311000M
AUDI4Audubon16 Mar 2022 8AM395626000M
AUDI4Audubon14 Mar 2022 8AM386120000M
AUDI4Audubon17 Mar 2022 8AM437137T00M
AUDI4Audubon4 Mar 2022 8AM244323000M
AUDI4Audubon24 Mar 2022 8AM323632TT0M
AUDI4Audubon25 Mar 2022 8AM363931TT0M
AUDI4Audubon19 Mar 2022 8AM2841230.21.1TM
AUDI4Audubon20 Mar 2022 8AM265825000M
AUDI4Audubon26 Mar 2022 8AM254924000M
AUDI4Audubon28 Mar 2022 8AM283818000M
AUDI4Audubon16 Apr 2022 8AM264723000M
AUDI4Audubon31 Mar 2022 8AM2736270.111.31M
AUDI4Audubon1 Apr 2022 8AM13331200TM
AUDI4Audubon30 Mar 2022 8AM3459340.0900M
AUDI4Audubon3 Apr 2022 8AM315626000M
AUDI4Audubon4 Apr 2022 8AM3054300.0100M
AUDI4Audubon5 Apr 2022 8AM405630000M
AUDI4Audubon6 Apr 2022 8AM395736T00M
AUDI4Audubon21 Mar 2022 8AM567125000M
AUDI4Audubon18 Mar 2022 8AM3243311.232.93M
.AR AUDI4 220318 C DH0800/TX 43/TN 31/TA 32/PP 1.23/PT 5/SF 2.9/SD 3/DC2204091427 Moisture came as rain early and change to snow.
AUDI4Audubon15 Mar 2022 8AM265925000M
AUDI4Audubon22 Mar 2022 8AM4469420.4500M
AUDI4Audubon27 Mar 2022 8AM184018000M
AUDI4Audubon23 Mar 2022 8AM3244320.3100M
AUDI4Audubon29 Mar 2022 8AM364828000M
AUDI4Audubon7 Apr 2022 8AM354635T00M
AUDI4Audubon9 Apr 2022 8AM184817000M
AUDI4Audubon10 Apr 2022 8AM436017000M
AUDI4Audubon11 Apr 2022 8AM406931000M
AUDI4Audubon12 Apr 2022 8AM486233000M
AUDI4Audubon13 Apr 2022 8AM3283320.54T0M
AUDI4Audubon18 Apr 2022 8AM2634250.171.51M
.A AUDI4 220418 C DH0800/TX 34/TN 25/TA 26/PP 0.17/PT 5/SF 1.5/SD 1/DC2204181012 Snow was pretty well melted by this morning
AUDI4Audubon14 Apr 2022 8AM274626000M
AUDI4Audubon25 Apr 2022 8AM345334000M
AUDI4Audubon15 Apr 2022 8AM255025000M
AUDI4Audubon17 Apr 2022 8AM334726000M
AUDI4Audubon19 Apr 2022 8AM224616000M
AUDI4Audubon26 Apr 2022 8AM274721000M
AUDI4Audubon20 Apr 2022 8AM474722000M
AUDI4Audubon23 Apr 2022 8AM6379570.400M
AUDI4Audubon30 Apr 2022 8AM5363520.700M
AUDI4Audubon21 Apr 2022 8AM3648320.0800M
AUDI4Audubon22 Apr 2022 8AM5766360.4200M
AUDI4Audubon29 Apr 2022 8AM5273440.4100M
AUDI4Audubon24 Apr 2022 8AM4176400.4200M
AUDI4Audubon27 Apr 2022 8AM406427000M
AUDI4Audubon28 Apr 2022 8AM447740000M
AUDI4Audubon1 May 2022 8AM4255410.0200M
AUDI4Audubon2 May 2022 8AM405338000M
AUDI4Audubon3 May 2022 8AM4145381.2100M
AUDI4Audubon4 May 2022 8AM445039000M
AUDI4Audubon5 May 2022 8AM4855440.0500M
AUDI4Audubon14 May 2022 8AM677948000M
AUDI4Audubon10 May 2022 8AM639162000M
AUDI4Audubon9 May 2022 8AM6565530.2200M
AUDI4Audubon8 May 2022 8AM5772470.0500M
AUDI4Audubon12 May 2022 8AM689065000M
AUDI4Audubon6 May 2022 8AM4956470.0100M
AUDI4Audubon13 May 2022 8AM6092590.2200M
AUDI4Audubon2 Apr 2022 8AM3454130.1200M
AUDI4Audubon7 May 2022 8AM556744000M
AUDI4Audubon15 May 2022 8AM5383520.0900M
AUDI4Audubon17 May 2022 8AM618054000M
AUDI4Audubon23 May 2022 8AM506338000M
AUDI4Audubon18 May 2022 8AM5771560.3400M
AUDI4Audubon19 May 2022 8AM668054000M
AUDI4Audubon8 Apr 2022 8AM3240300.010.1TM
AUDI4Audubon20 May 2022 8AM548654T00M
AUDI4Audubon3 Jun 2022 8AM647646000M
AUDI4Audubon21 May 2022 8AM456845000M
AUDI4Audubon6 Jun 2022 8AM6481591.0300M
AUDI4Audubon22 May 2022 8AM385830000M
AUDI4Audubon10 Jun 2022 8AM6076580.0600M
AUDI4Audubon26 May 2022 8AM4852480.7200M
AUDI4Audubon16 Jun 2022 8AM667458000M
AUDI4Audubon28 May 2022 8AM647648000M
AUDI4Audubon29 May 2022 8AM668364T00M
AUDI4Audubon30 May 2022 8AM748466000M
AUDI4Audubon31 May 2022 8AM6183560.3200M
AUDI4Audubon11 Jun 2022 8AM647760000M
AUDI4Audubon1 Jun 2022 8AM507649000M
AUDI4Audubon27 May 2022 8AM535540000M
AUDI4Audubon9 Jun 2022 8AM597652000M
AUDI4Audubon3 Jul 2022 8AM638257000M
AUDI4Audubon5 Jun 2022 8AM597353T00M
AUDI4Audubon14 Jun 2022 8AM789777T00M
AUDI4Audubon7 Jun 2022 8AM6173560.2500M
AUDI4Audubon8 Jun 2022 8AM5778560.600M
AUDI4Audubon13 Jun 2022 8AM7789680.0100M
AUDI4Audubon20 Jun 2022 8AM769171000M
AUDI4Audubon25 Jun 2022 8AM7083690.0300M
AUDI4Audubon18 Jun 2022 8AM678667000M
AUDI4Audubon17 Jun 2022 8AM758761000M
AUDI4Audubon28 Jun 2022 8AM598056000M
AUDI4Audubon24 May 2022 8AM516447000M
AUDI4Audubon16 May 2022 8AM5470490.0400M
AUDI4Audubon11 May 2022 8AM758363000M
AUDI4Audubon25 May 2022 8AM4857470.9700M
AUDI4Audubon19 Jun 2022 8AM718967000M
AUDI4Audubon21 Jun 2022 8AM789375000M
AUDI4Audubon22 Jun 2022 8AM648860000M
AUDI4Audubon23 Jun 2022 8AM638659000M
AUDI4Audubon26 Jun 2022 8AM5583520.0100M
AUDI4Audubon24 Jun 2022 8AM698663T00M
AUDI4Audubon1 Jul 2022 8AM658865000M
AUDI4Audubon29 Jun 2022 8AM688359000M
AUDI4Audubon30 Jun 2022 8AM729068000M
AUDI4Audubon12 Jul 2022 8AM608158000M
AUDI4Audubon12 Jun 2022 8AM6885630.0900M
AUDI4Audubon7 Jul 2022 8AM7179690.0600M
AUDI4Audubon27 Jun 2022 8AM567647000M
AUDI4Audubon2 Jul 2022 8AM5779520.0300M
AUDI4Audubon4 Jul 2022 8AM7085631.4500M
AUDI4Audubon13 Jul 2022 8AM618159000M
AUDI4Audubon5 Jul 2022 8AM7690700.0200M
AUDI4Audubon22 Jul 2022 8AM6586650.3700M
AUDI4Audubon8 Jul 2022 8AM7181711.7800M
AUDI4Audubon4 Jun 2022 8AM538153T00M
AUDI4Audubon6 Jul 2022 8AM6993670.1700M
AUDI4Audubon2 Jun 2022 8AM507041000M
AUDI4Audubon15 Jun 2022 8AM6693622.0200M
AUDI4Audubon9 Jul 2022 8AM7081630.5200M
AUDI4Audubon14 Jul 2022 8AM688661000M
AUDI4Audubon10 Jul 2022 8AM698264000M
AUDI4Audubon11 Jul 2022 8AM728568T00M
AUDI4Audubon16 Jul 2022 8AM708770000M
AUDI4Audubon2 Aug 2022 8AM718763T00M
AUDI4Audubon17 Jul 2022 8AM707967T00M
AUDI4Audubon18 Jul 2022 8AM658561000M
AUDI4Audubon20 Jul 2022 8AM688865000M
AUDI4Audubon21 Jul 2022 8AM658661000M
AUDI4Audubon27 Jul 2022 8AM688263T00M
AUDI4Audubon1 Aug 2022 8AM638458000M
AUDI4Audubon23 Jul 2022 8AM799062000M
AUDI4Audubon14 Aug 2022 8AM628559T00M
AUDI4Audubon25 Jul 2022 8AM598257000M
AUDI4Audubon29 Jul 2022 8AM527852000M
AUDI4Audubon24 Jul 2022 8AM7191690.0300M
AUDI4Audubon28 Jul 2022 8AM608459000M
AUDI4Audubon30 Jul 2022 8AM617952000M
AUDI4Audubon19 Jul 2022 8AM718565000M
AUDI4Audubon15 Jul 2022 8AM7889680.0300M
AUDI4Audubon31 Jul 2022 8AM688259000M
AUDI4Audubon3 Aug 2022 8AM799371T00M
AUDI4Audubon6 Aug 2022 8AM728961000M
AUDI4Audubon26 Jul 2022 8AM637559T00M
AUDI4Audubon4 Aug 2022 8AM599159000M
AUDI4Audubon5 Aug 2022 8AM618456000M
AUDI4Audubon15 Aug 2022 8AM637662T00M
AUDI4Audubon12 Aug 2022 8AM718960000M
AUDI4Audubon8 Aug 2022 8AM6390630.6100M
AUDI4Audubon7 Aug 2022 8AM719471000M
AUDI4Audubon10 Aug 2022 8AM568253000M
AUDI4Audubon9 Aug 2022 8AM537553000M
AUDI4Audubon13 Aug 2022 8AM718871T00M
AUDI4Audubon16 Aug 2022 8AM6266601.3500M
AUDI4Audubon20 Aug 2022 8AM6281600.1600M
AUDI4Audubon21 Aug 2022 8AM597657000M
AUDI4Audubon19 Aug 2022 8AM6083580.2200M
AUDI4Audubon22 Aug 2022 8AM557853000M
AUDI4Audubon23 Aug 2022 8AM627855000M
AUDI4Audubon24 Aug 2022 8AM668362000M
AUDI4Audubon26 Aug 2022 8AM647957000M
AUDI4Audubon29 Aug 2022 8AM6584650.1300M
AUDI4Audubon25 Aug 2022 8AM6684650.2700M
AUDI4Audubon27 Aug 2022 8AM707864000M
AUDI4Audubon30 Aug 2022 8AM5883510.0200M
AUDI4Audubon31 Aug 2022 8AM588049000M
AUDI4Audubon17 Aug 2022 8AM567856000M
AUDI4Audubon1 Sep 2022 8AM688552000M
AUDI4Audubon2 Sep 2022 8AM618461000M
AUDI4Audubon11 Aug 2022 8AM608656000M
AUDI4Audubon3 Sep 2022 8AM618959000M
AUDI4Audubon5 Sep 2022 8AM607554000M
AUDI4Audubon6 Sep 2022 8AM567955000M
AUDI4Audubon28 Aug 2022 8AM6783670.0900M
AUDI4Audubon7 Sep 2022 8AM558155000M
AUDI4Audubon8 Sep 2022 8AM568352000M
AUDI4Audubon9 Sep 2022 8AM658456000M
AUDI4Audubon11 Sep 2022 8AM4463440.5500M
AUDI4Audubon12 Sep 2022 8AM427541000M
AUDI4Audubon13 Sep 2022 8AM447642000M
AUDI4Audubon18 Aug 2022 8AM588155000M
AUDI4Audubon23 Sep 2022 8AM5166480.0500M
AUDI4Audubon14 Sep 2022 8AM518144000M
AUDI4Audubon15 Sep 2022 8AM618751000M
AUDI4Audubon16 Sep 2022 8AM6181600.1100M
AUDI4Audubon17 Sep 2022 8AM6676590.4700M
AUDI4Audubon19 Sep 2022 8AM5982560.0100M
AUDI4Audubon18 Sep 2022 8AM6175600.1500M
AUDI4Audubon20 Sep 2022 8AM728557000M
AUDI4Audubon21 Sep 2022 8AM629662T00M
AUDI4Audubon22 Sep 2022 8AM486748T00M
AUDI4Audubon24 Sep 2022 8AM5458510.1900M
AUDI4Audubon25 Sep 2022 8AM538052000M
AUDI4Audubon26 Sep 2022 8AM427440000M
AUDI4Audubon27 Sep 2022 8AM447342000M
AUDI4Audubon28 Sep 2022 8AM347132000M
AUDI4Audubon29 Sep 2022 8AM356433000M
AUDI4Audubon30 Sep 2022 8AM447034000M
AUDI4Audubon10 Sep 2022 8AM5483530.2600M
AUDI4Audubon4 Sep 2022 8AM597957000M
AUDI4Audubon1 Oct 2022 8AM517339000M
AUDI4Audubon2 Oct 2022 8AM447544000M
AUDI4Audubon3 Oct 2022 8AM437742000M
AUDI4Audubon4 Oct 2022 8AM497742000M
AUDI4Audubon5 Oct 2022 8AM498049T00M
AUDI4Audubon6 Oct 2022 8AM577048000M
AUDI4Audubon8 Oct 2022 8AM225222000M
AUDI4Audubon9 Oct 2022 8AM316222000M
AUDI4Audubon12 Oct 2022 8AM4877480.4400M
AUDI4Audubon13 Oct 2022 8AM396439000M
AUDI4Audubon14 Oct 2022 8AM335328000M
AUDI4Audubon16 Oct 2022 8AM376729000M
AUDI4Audubon15 Oct 2022 8AM295423000M
AUDI4Audubon18 Oct 2022 8AM174217000M
AUDI4Audubon22 Oct 2022 8AM507735000M
AUDI4Audubon21 Oct 2022 8AM396633000M
AUDI4Audubon17 Oct 2022 8AM265326000M
AUDI4Audubon20 Oct 2022 8AM335317000M
AUDI4Audubon24 Oct 2022 8AM528252000M
AUDI4Audubon23 Oct 2022 8AM577950000M
AUDI4Audubon28 Oct 2022 8AM265826000M
AUDI4Audubon25 Oct 2022 8AM3253310.3400M
AUDI4Audubon26 Oct 2022 8AM275226000M
AUDI4Audubon24 Nov 2022 8AM395718000M
AUDI4Audubon2 Nov 2022 8AM507536000M
AUDI4Audubon3 Nov 2022 8AM567350000M
AUDI4Audubon1 Nov 2022 8AM366632000M
AUDI4Audubon10 Nov 2022 8AM647361000M
AUDI4Audubon4 Nov 2022 8AM3869380.1300M
AUDI4Audubon30 Oct 2022 8AM356732000M
AUDI4Audubon31 Oct 2022 8AM346628000M
AUDI4Audubon11 Nov 2022 8AM166416T00M
AUDI4Audubon21 Nov 2022 8AM234616000M
AUDI4Audubon27 Oct 2022 8AM435725000M
AUDI4Audubon19 Oct 2022 8AM173915000M
AUDI4Audubon5 Nov 2022 8AM3338330.5600M
AUDI4Audubon9 Nov 2022 8AM616143T00M
AUDI4Audubon11 Oct 2022 8AM587833000M
AUDI4Audubon29 Oct 2022 8AM326326000M
AUDI4Audubon10 Oct 2022 7AM357429000M
AUDI4Audubon23 Nov 2022 8AM215613000M
AUDI4Audubon7 Oct 2022 8AM386437000M
AUDI4Audubon7 Nov 2022 8AM325523000M
AUDI4Audubon15 Nov 2022 8AM2638260.050.61M
AUDI4Audubon17 Nov 2022 8AM2525140.010.1TM
AUDI4Audubon16 Nov 2022 8AM1929190.010.2TM
AUDI4Audubon12 Nov 2022 8AM202516TT0M
AUDI4Audubon13 Nov 2022 8AM182714TT0M
AUDI4Audubon18 Nov 2022 8AM10309TTTM
AUDI4Audubon8 Nov 2022 8AM434731000M
AUDI4Audubon6 Nov 2022 8AM485032000M
AUDI4Audubon14 Nov 2022 8AM293518000M
AUDI4Audubon20 Nov 2022 8AM17279000M
AUDI4Audubon19 Nov 2022 8AM192410000M
AUDI4Audubon25 Nov 2022 8AM174617000M
AUDI4Audubon22 Nov 2022 8AM144813000M
AUDI4Audubon30 Nov 2022 8AM1333120.050.4TM
AUDI4Audubon29 Nov 2022 8AM335028T00M
AUDI4Audubon19 Dec 2022 8AM1623100TM
AUDI4Audubon27 Nov 2022 8AM3254320.0100M
AUDI4Audubon3 Dec 2022 8AM7556000M
AUDI4Audubon7 Dec 2022 8AM144112000M
AUDI4Audubon5 Dec 2022 8AM214418000M
AUDI4Audubon6 Dec 2022 8AM224221000M
AUDI4Audubon26 Nov 2022 8AM335017000M
AUDI4Audubon28 Nov 2022 8AM284510000M
AUDI4Audubon1 Dec 2022 8AM23247000M
AUDI4Audubon2 Dec 2022 8AM384421000M
AUDI4Audubon10 Dec 2022 8AM303330T00M
AUDI4Audubon14 Dec 2022 8AM2740270.3800M
AUDI4Audubon8 Dec 2022 8AM213813000M
AUDI4Audubon12 Dec 2022 8AM283516000M
AUDI4Audubon27 Dec 2022 8AM1414-6002M
AUDI4Audubon16 Dec 2022 8AM1727170.050.91M
AUDI4Audubon21 Dec 2022 8AM16-3001M
AUDI4Audubon17 Dec 2022 8AM112111TT1M
AUDI4Audubon22 Dec 2022 8AM-1212-120.121.52M
AUDI4Audubon15 Dec 2022 8AM2732270.010.2TM
AUDI4Audubon13 Dec 2022 8AM3434280.4800M
AUDI4Audubon20 Dec 2022 8AM33130.030.71M
AUDI4Audubon23 Dec 2022 8AM-13-12-16002M
AUDI4Audubon24 Dec 2022 8AM-6-3-13002M
AUDI4Audubon25 Dec 2022 8AM-57-6002M
AUDI4Audubon26 Dec 2022 8AM1125-70.040.52M
AUDI4Audubon28 Dec 2022 8AM343414002M
AUDI4Audubon9 Dec 2022 8AM3235210.2700M
AUDI4Audubon18 Dec 2022 8AM2182001M
AUDI4Audubon11 Dec 2022 8AM163815000M
AUDI4Audubon4 Dec 2022 8AM19296000M
AUDI4Audubon29 Dec 2022 8AM324132001M
AUDI4Audubon30 Dec 2022 8AM18501800TM
AUDI4Audubon31 Dec 2022 8AM304017000M

Errors exist in this dataset and you should evaluate the observations before using...