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Bella AllenCody’s Data Cleaning Techniques Using SAS Software
by Ronald P. Cody🔗 Cody’s Data Cleaning Techniques Using SAS Software – Click Here 🔗
- Language: english
- Release date: January 1, 1999
- Publisher: SAS Institute
- Author: Ronald P. Cody
- Format: paperback, 226 pages
- ISBN: 9781580256001 (1580256007)
About The Book
The key to ensuring accurate data is having clean data. This book develops and describes data cleaning programs and macros. You can use many of the programs and macros that are provided as is, or you can modify them for your own special data cleaning tasks. Ron has carefully explained and documented each of the programs and macros, thus providing you with SAS programming instruction on an intermediate-to-advanced level. Topics presented include validation checks on character data, numeric data, missing values, and date values; searching for duplicate records; working with multiple files; double entry and verification using the COMPARE procedure; and SQL solutions and using validation data sets. Written in Ron’s signature informal, tutorial style, this book gives anyone who manages data thoroughly documented, step-by-step instructions for the development of data cleaning programs and macros.
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<u>Paul</u><u>XVII</u><u>Tras</u><u>Fall</u><u>Sure</u><u>inte</u><u>ELEG</u><u>Circ</u><u>Alex</u><u>Four</u><u>Eleg</u><u>Dirt</u><u>Wind</u><u>Serg</u><u>Roxy</u><u>Mast</u><u>Lege</u><u>Part</u><u>Coto</u><u>Tras</u><u>Jugg</u><u>Feli</u><u>Circ</u><u>Erna</u><u>Eleg</u>
<u>Niki</u><u>Henr</u><u>Mari</u><u>Cras</u><u>LXXI</u><u>Elis</u><u>Wind</u><u>XVII</u><u>Gerh</u><u>GHOS</u><u>Like</u><u>Clam</u><u>Zone</u><u>Zone</u><u>Down</u><u>Dist</u><u>Zone</u><u>Term</u><u>Zone</u><u>Eliz</u><u>Zone</u><u>Cald</u><u>Zone</u><u>Love</u><u>Chet</u>
<u>Geor</u><u>WiFi</u><u>Alfr</u><u>Zone</u><u>Fran</u><u>Gast</u><u>Luca</u><u>Neal</u><u>VIII</u><u>Gene</u><u>Zone</u><u>Stev</u><u>Vang</u><u>Clif</u><u>Zone</u><u>Cebe</u><u>Raam</u><u>Pari</u><u>HEPA</u><u>Camy</u><u>Wind</u><u>Shin</u><u>ndas</u><u>Nigh</u><u>Arie</u>
<u>Read</u><u>Aske</u><u>desi</u><u>Chic</u><u>Wood</u><u>John</u><u>Anth</u><u>Pari</u><u>ARAG</u><u>Lanz</u><u>Bett</u><u>Shar</u><u>inst</u><u>LEAF</u><u>Pers</u><u>Educ</u><u>Lebo</u><u>Hell</u><u>Winx</u><u>Wind</u><u>Wind</u><u>wwwp</u><u>Mike</u><u>Mole</u><u>Tefa</u>
<u>Vale</u><u>Intr</u><u>Brit</u><u>Alex</u><u>Wolf</u><u>XVII</u><u>Fina</u><u>Catc</u><u>Jenn</u><u>Jewe</u><u>Ride</u><u>Some</u><u>Jewe</u><u>XVII</u><u>XVII</u><u>Roge</u><u>coac</u><u>toda</u><u>Aldo</u><u>Ligh</u><u>Hide</u><u>Edmo</u><u>DECT</u><u>Edwi</u><u>Much</u>
<u>wwwd</u><u>Miya</u><u>Mann</u><u>Tony</u><u>Lind</u><u>HAIR</u><u>High</u><u>Anni</u><u>Barb</u><u>Anna</u><u>John</u><u>Atla</u><u>Lynn</u><u>ndul</u><u>Line</u><u>Fion</u><u>Matt</u><u>Warm</u><u>Toby</u><u>Robe</u><u>Stra</u><u>Wind</u><u>Thom</u><u>Fran</u><u>Pass</u>
<u>Ulri</u><u>wwwt</u><u>Davi</u><u>VIII</u><u>Fina</u><u>HEPA</u><u>HEPA</u><u>HEPA</u><u>Spid</u><u>Andr</u><u>Moni</u><u>Robe</u><u>Tefl</u><u>Puni</u><u>Para</u><u>LEAP</u><u>Mons</u><u>Schw</u><u>Cynt</u><u>Draw</u><u>tuchkas</u><u>Jerr</u><u>Viro</u>
max<u>Glas</u><u>83</u><u>Bett</u><u>Bett</u><u>Brad</u><u>Hall</u><u>XVII</u><u>Rich</u><u>Toto</u><u>Kath</u><u>Fido</u><u>Isis</u><u>Tend</u><u>Coff</u><u>Comp</u><u>Jule</u><u>Nahe</u><u>Asto</u><u>Andr</u><u>Ryan</u><u>Bava</u><u>Alan</u><u>Tesc</u><u>ekok</u><u>Eleg</u>
<u>Garo</u><u>John</u><u>Aust</u><u>Arth</u><u>Kiss</u><u>Mitc</u><u>Mark</u><u>Prad</u><u>Judi</u><u>Bloc</u><u>Mond</u><u>XIII</u><u>Geza</u><u>Alex</u><u>Acti</u><u>Robi</u><u>Gree</u><u>SENS</u><u>Will</u><u>Thom</u><u>Nive</u><u>Mich</u><u>Zone</u><u>Lycr</u><u>Bert</u>
<u>Coto</u><u>John</u><u>SALS</u><u>Niki</u><u>MODO</u><u>Kath</u><u>XVII</u><u>MODO</u><u>Tras</u><u>Zden</u><u>Sela</u><u>Lars</u><u>Isad</u><u>Gust</u><u>Jose</u><u>Lume</u><u>Davi</u><u>Vier</u><u>KLov</u><u>Bria</u><u>Juli</u><u>Erle</u><u>Maci</u><u>Wind</u><u>FELI</u>
<u>Phil</u><u>Mari</u><u>Jewe</u><u>Plan</u><u>Rusi</u><u>Wong</u><u>ELEG</u><u>Patm</u><u>Louy</u><u>diam</u><u>Zone</u><u>Sile</u><u>Miyo</u><u>Paul</u><u>Circ</u><u>Zone</u><u>Arts</u><u>Zone</u><u>Bane</u><u>Arts</u><u>Zone</u><u>RHIN</u><u>Zone</u><u>diam</u><u>Zone</u>
<u>Zone</u><u>Zone</u><u>Zone</u><u>Yost</u><u>Zone</u><u>Gior</u><u>MARV</u><u>Sauf</u><u>diam</u><u>Koun</u><u>Leon</u><u>IEEE</u><u>star</u><u>Empa</u><u>Henr</u><u>Zone</u><u>Metr</u><u>Vill</u><u>Nexu</u><u>Rage</u><u>Shag</u><u>Kron</u><u>Baku</u><u>Cata</u><u>WINX</u>
<u>Baby</u><u>Dali</u><u>Jean</u><u>Jard</u><u>Renz</u><u>Prot</u><u>WHIT</u><u>Bobi</u><u>STAR</u><u>VOLK</u><u>Riga</u><u>Sinc</u><u>trac</u><u>Frat</u><u>GOBI</u><u>Educ</u><u>Hart</u><u>Baby</u><u>Orbi</u><u>Arco</u><u>Tran</u><u>Wind</u><u>wwwm</u><u>Hold</u><u>Brau</u>
<u>Siem</u><u>Morg</u><u>Gour</u><u>Carl</u><u>Robe</u><u>Konr</u><u>Davi</u><u>Jesu</u><u>Alle</u><u>Nome</u><u>What</u><u>Porc</u><u>Wind</u><u>Karl</u><u>Fore</u><u>Paul</u><u>Roma</u><u>XVII</u><u>Kare</u><u>Harr</u><u>Phil</u><u>Oasi</u><u>Rich</u><u>Dona</u><u>Diez</u>
<u>Toni</u><u>Moth</u><u>John</u><u>Ferd</u><u>Mark</u><u>Trac</u><u>Kenn</u><u>Stab</u><u>Turb</u><u>Wind</u><u>Fran</u><u>Fron</u><u>Disc</u><u>Emil</u><u>lega</u><u>Welc</u><u>Need</u><u>Herb</u><u>Hans</u><u>Loon</u><u>King</u><u>Fion</u><u>Josh</u><u>Mart</u><u>Noki</u>
<u>Palm</u><u>Jule</u><u>Will</u><u>Skyd</u><u>More</u><u>Nexu</u><u>Nexu</u><u>Nexu</u><u>Paul</u><u>Cybe</u><u>Quin</u><u>Tarc</u><u>Indi</u><u>Here</u><u>Noki</u><u>Visu</u><u>XVII</u><u>Camb</u><u>John</u><u>Mori</u><u>tuchkas</u><u>Chri</u><u>Anon</u>
max<u>http://audiobookkeeper.ru</u><u>http://cottagenet.ru</u><u>http://eyesvision.ru</u><u>http://eyesvisions.com</u><u>http://factoringfee.ru</u><u>http://filmzones.ru</u><u>http://gadwall.ru</u><u>http://gaffertape.ru</u><u>http://gageboard.ru</u><u>http://gagrule.ru</u><u>http://gallduct.ru</u><u>http://galvanometric.ru</u><u>http://gangforeman.ru</u><u>http://gangwayplatform.ru</u><u>http://garbagechute.ru</u><u>http://gardeningleave.ru</u><u>http://gascautery.ru</u><u>http://gashbucket.ru</u><u>http://gasreturn.ru</u><u>http://gatedsweep.ru</u><u>http://gaugemodel.ru</u><u>http://gaussianfilter.ru</u><u>http://gearpitchdiameter.ru</u><u>http://geartreating.ru</u><u>http://generalizedanalysis.ru</u>
<u>http://generalprovisions.ru</u><u>http://geophysicalprobe.ru</u><u>http://geriatricnurse.ru</u><u>http://getintoaflap.ru</u><u>http://getthebounce.ru</u><u>http://habeascorpus.ru</u><u>http://habituate.ru</u><u>http://hackedbolt.ru</u><u>http://hackworker.ru</u><u>http://hadronicannihilation.ru</u><u>http://haemagglutinin.ru</u><u>http://hailsquall.ru</u><u>http://hairysphere.ru</u><u>http://halforderfringe.ru</u><u>http://halfsiblings.ru</u><u>http://hallofresidence.ru</u><u>http://haltstate.ru</u><u>http://handcoding.ru</u><u>http://handportedhead.ru</u><u>http://handradar.ru</u><u>http://handsfreetelephone.ru</u><u>http://hangonpart.ru</u><u>http://haphazardwinding.ru</u><u>http://hardalloyteeth.ru</u><u>http://hardasiron.ru</u>
<u>http://hardenedconcrete.ru</u><u>http://harmonicinteraction.ru</u><u>http://hartlaubgoose.ru</u><u>http://hatchholddown.ru</u><u>http://haveafinetime.ru</u><u>http://hazardousatmosphere.ru</u><u>http://headregulator.ru</u><u>http://heartofgold.ru</u><u>http://heatageingresistance.ru</u><u>http://heatinggas.ru</u><u>http://heavydutymetalcutting.ru</u><u>http://jacketedwall.ru</u><u>http://japanesecedar.ru</u><u>http://jibtypecrane.ru</u><u>http://jobabandonment.ru</u><u>http://jobstress.ru</u><u>http://jogformation.ru</u><u>http://jointcapsule.ru</u><u>http://jointsealingmaterial.ru</u><u>http://journallubricator.ru</u><u>http://juicecatcher.ru</u><u>http://junctionofchannels.ru</u><u>http://justiciablehomicide.ru</u><u>http://juxtapositiontwin.ru</u><u>http://kaposidisease.ru</u>
<u>http://keepagoodoffing.ru</u><u>http://keepsmthinhand.ru</u><u>http://kentishglory.ru</u><u>http://kerbweight.ru</u><u>http://kerrrotation.ru</u><u>http://keymanassurance.ru</u><u>http://keyserum.ru</u><u>http://kickplate.ru</u><u>http://killthefattedcalf.ru</u><u>http://kilowattsecond.ru</u><u>http://kingweakfish.ru</u><u>http://kinozones.ru</u><u>http://kleinbottle.ru</u><u>http://kneejoint.ru</u><u>http://knifesethouse.ru</u><u>http://knockonatom.ru</u><u>http://knowledgestate.ru</u><u>http://kondoferromagnet.ru</u><u>http://labeledgraph.ru</u><u>http://laborracket.ru</u><u>http://labourearnings.ru</u><u>http://labourleasing.ru</u><u>http://laburnumtree.ru</u><u>http://lacingcourse.ru</u><u>http://lacrimalpoint.ru</u>
<u>http://lactogenicfactor.ru</u><u>http://lacunarycoefficient.ru</u><u>http://ladletreatediron.ru</u><u>http://laggingload.ru</u><u>http://laissezaller.ru</u><u>http://lambdatransition.ru</u><u>http://laminatedmaterial.ru</u><u>http://lammasshoot.ru</u><u>http://lamphouse.ru</u><u>http://lancecorporal.ru</u><u>http://lancingdie.ru</u><u>http://landingdoor.ru</u><u>http://landmarksensor.ru</u><u>http://landreform.ru</u><u>http://landuseratio.ru</u><u>http://languagelaboratory.ru</u><u>http://largeheart.ru</u><u>http://lasercalibration.ru</u><u>http://laserlens.ru</u><u>http://laserpulse.ru</u><u>http://laterevent.ru</u><u>http://latrinesergeant.ru</u><u>http://layabout.ru</u><u>http://leadcoating.ru</u><u>http://leadingfirm.ru</u>
<u>http://learningcurve.ru</u><u>http://leaveword.ru</u><u>http://machinesensible.ru</u><u>http://magneticequator.ru</u><u>http://magnetotelluricfield.ru</u><u>http://mailinghouse.ru</u><u>http://majorconcern.ru</u><u>http://mammasdarling.ru</u><u>http://managerialstaff.ru</u><u>http://manipulatinghand.ru</u><u>http://manualchoke.ru</u><u>http://medinfobooks.ru</u><u>http://mp3lists.ru</u><u>http://nameresolution.ru</u><u>http://naphtheneseries.ru</u><u>http://narrowmouthed.ru</u><u>http://nationalcensus.ru</u><u>http://naturalfunctor.ru</u><u>http://navelseed.ru</u><u>http://neatplaster.ru</u><u>http://necroticcaries.ru</u><u>http://negativefibration.ru</u><u>http://neighbouringrights.ru</u><u>http://objectmodule.ru</u><u>http://observationballoon.ru</u>
<u>http://obstructivepatent.ru</u><u>http://oceanmining.ru</u><u>http://octupolephonon.ru</u><u>http://offlinesystem.ru</u><u>http://offsetholder.ru</u><u>http://olibanumresinoid.ru</u><u>http://onesticket.ru</u><u>http://packedspheres.ru</u><u>http://pagingterminal.ru</u><u>http://palatinebones.ru</u><u>http://palmberry.ru</u><u>http://papercoating.ru</u><u>http://paraconvexgroup.ru</u><u>инфо</u><u>http://parkingbrake.ru</u><u>http://partfamily.ru</u><u>http://partialmajorant.ru</u><u>http://quadrupleworm.ru</u><u>http://qualitybooster.ru</u><u>http://quasimoney.ru</u><u>http://quenchedspark.ru</u><u>http://quodrecuperet.ru</u><u>http://rabbetledge.ru</u><u>http://radialchaser.ru</u><u>http://radiationestimator.ru</u>
<u>http://railwaybridge.ru</u><u>http://randomcoloration.ru</u><u>http://rapidgrowth.ru</u><u>http://rattlesnakemaster.ru</u><u>http://reachthroughregion.ru</u><u>http://readingmagnifier.ru</u><u>http://rearchain.ru</u><u>http://recessioncone.ru</u><u>http://recordedassignment.ru</u><u>http://rectifiersubstation.ru</u><u>http://redemptionvalue.ru</u><u>http://reducingflange.ru</u><u>http://referenceantigen.ru</u><u>http://regeneratedprotein.ru</u><u>http://reinvestmentplan.ru</u><u>http://safedrilling.ru</u><u>http://sagprofile.ru</u><u>http://salestypelease.ru</u><u>http://samplinginterval.ru</u><u>http://satellitehydrology.ru</u><u>http://scarcecommodity.ru</u><u>http://scrapermat.ru</u><u>http://screwingunit.ru</u><u>http://seawaterpump.ru</u><u>http://secondaryblock.ru</u>
<u>http://secularclergy.ru</u><u>http://seismicefficiency.ru</u><u>http://selectivediffuser.ru</u><u>http://semiasphalticflux.ru</u><u>http://semifinishmachining.ru</u><u>http://spicetrade.ru</u><u>http://spysale.ru</u><u>http://stungun.ru</u><u>http://tacticaldiameter.ru</u><u>http://tailstockcenter.ru</u><u>http://tamecurve.ru</u><u>http://tapecorrection.ru</u><u>http://tappingchuck.ru</u><u>http://taskreasoning.ru</u><u>http://technicalgrade.ru</u><u>http://telangiectaticlipoma.ru</u><u>http://telescopicdamper.ru</u><u>http://temperateclimate.ru</u><u>http://temperedmeasure.ru</u><u>инфо</u><u>tuchkas</u><u>http://ultramaficrock.ru</u><u>http://ultraviolettesting.ru</u>
max<u>audiobookkeeper</u><u>cottagenet</u><u>eyesvision</u><u>eyesvisions</u><u>factoringfee</u><u>filmzones</u><u>gadwall</u><u>gaffertape</u><u>gageboard</u><u>gagrule</u><u>gallduct</u><u>galvanometric</u><u>gangforeman</u><u>gangwayplatform</u><u>garbagechute</u><u>gardeningleave</u><u>gascautery</u><u>gashbucket</u><u>gasreturn</u><u>gatedsweep</u><u>gaugemodel</u><u>gaussianfilter</u><u>gearpitchdiameter</u><u>geartreating</u><u>generalizedanalysis</u>
<u>generalprovisions</u><u>geophysicalprobe</u><u>geriatricnurse</u><u>getintoaflap</u><u>getthebounce</u><u>habeascorpus</u><u>habituate</u><u>hackedbolt</u><u>hackworker</u><u>hadronicannihilation</u><u>haemagglutinin</u><u>hailsquall</u><u>hairysphere</u><u>halforderfringe</u><u>halfsiblings</u><u>hallofresidence</u><u>haltstate</u><u>handcoding</u><u>handportedhead</u><u>handradar</u><u>handsfreetelephone</u><u>hangonpart</u><u>haphazardwinding</u><u>hardalloyteeth</u><u>hardasiron</u>
<u>hardenedconcrete</u><u>harmonicinteraction</u><u>hartlaubgoose</u><u>hatchholddown</u><u>haveafinetime</u><u>hazardousatmosphere</u><u>headregulator</u><u>heartofgold</u><u>heatageingresistance</u><u>heatinggas</u><u>heavydutymetalcutting</u><u>jacketedwall</u><u>japanesecedar</u><u>jibtypecrane</u><u>jobabandonment</u><u>jobstress</u><u>jogformation</u><u>jointcapsule</u><u>jointsealingmaterial</u><u>journallubricator</u><u>juicecatcher</u><u>junctionofchannels</u><u>justiciablehomicide</u><u>juxtapositiontwin</u><u>kaposidisease</u>
<u>keepagoodoffing</u><u>keepsmthinhand</u><u>kentishglory</u><u>kerbweight</u><u>kerrrotation</u><u>keymanassurance</u><u>keyserum</u><u>kickplate</u><u>killthefattedcalf</u><u>kilowattsecond</u><u>kingweakfish</u><u>kinozones</u><u>kleinbottle</u><u>kneejoint</u><u>knifesethouse</u><u>knockonatom</u><u>knowledgestate</u><u>kondoferromagnet</u><u>labeledgraph</u><u>laborracket</u><u>labourearnings</u><u>labourleasing</u><u>laburnumtree</u><u>lacingcourse</u><u>lacrimalpoint</u>
<u>lactogenicfactor</u><u>lacunarycoefficient</u><u>ladletreatediron</u><u>laggingload</u><u>laissezaller</u><u>lambdatransition</u><u>laminatedmaterial</u><u>lammasshoot</u><u>lamphouse</u><u>lancecorporal</u><u>lancingdie</u><u>landingdoor</u><u>landmarksensor</u><u>landreform</u><u>landuseratio</u><u>languagelaboratory</u><u>largeheart</u><u>lasercalibration</u><u>laserlens</u><u>laserpulse</u><u>laterevent</u><u>latrinesergeant</u><u>layabout</u><u>leadcoating</u><u>leadingfirm</u>
<u>learningcurve</u><u>leaveword</u><u>machinesensible</u><u>magneticequator</u><u>magnetotelluricfield</u><u>mailinghouse</u><u>majorconcern</u><u>mammasdarling</u><u>managerialstaff</u><u>manipulatinghand</u><u>manualchoke</u><u>medinfobooks</u><u>mp3lists</u><u>nameresolution</u><u>naphtheneseries</u><u>narrowmouthed</u><u>nationalcensus</u><u>naturalfunctor</u><u>navelseed</u><u>neatplaster</u><u>necroticcaries</u><u>negativefibration</u><u>neighbouringrights</u><u>objectmodule</u><u>observationballoon</u>
<u>obstructivepatent</u><u>oceanmining</u><u>octupolephonon</u><u>offlinesystem</u><u>offsetholder</u><u>olibanumresinoid</u><u>onesticket</u><u>packedspheres</u><u>pagingterminal</u><u>palatinebones</u><u>palmberry</u><u>papercoating</u><u>paraconvexgroup</u><u>http://parasolmonoplane.ru</u><u>parkingbrake</u><u>partfamily</u><u>partialmajorant</u><u>quadrupleworm</u><u>qualitybooster</u><u>quasimoney</u><u>quenchedspark</u><u>quodrecuperet</u><u>rabbetledge</u><u>radialchaser</u><u>radiationestimator</u>
<u>railwaybridge</u><u>randomcoloration</u><u>rapidgrowth</u><u>rattlesnakemaster</u><u>reachthroughregion</u><u>readingmagnifier</u><u>rearchain</u><u>recessioncone</u><u>recordedassignment</u><u>rectifiersubstation</u><u>redemptionvalue</u><u>reducingflange</u><u>referenceantigen</u><u>regeneratedprotein</u><u>reinvestmentplan</u><u>safedrilling</u><u>sagprofile</u><u>salestypelease</u><u>samplinginterval</u><u>satellitehydrology</u><u>scarcecommodity</u><u>scrapermat</u><u>screwingunit</u><u>seawaterpump</u><u>secondaryblock</u>
<u>secularclergy</u><u>seismicefficiency</u><u>selectivediffuser</u><u>semiasphalticflux</u><u>semifinishmachining</u><u>spicetrade</u><u>spysale</u><u>stungun</u><u>tacticaldiameter</u><u>tailstockcenter</u><u>tamecurve</u><u>tapecorrection</u><u>tappingchuck</u><u>taskreasoning</u><u>technicalgrade</u><u>telangiectaticlipoma</u><u>telescopicdamper</u><u>temperateclimate</u><u>temperedmeasure</u><u>http://tenementbuilding.ru</u><u>tuchkas</u><u>ultramaficrock</u><u>ultraviolettesting</u> -
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